Fitbit Research Library

The following 482 publications have used Fitbit devices in research. Know of another study not on our list? Send it to us.

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Title Author Year Journal/Proceedings Category Device(s) Population Data Used Links
Movement toward a novel activity monitoring device
details
Montgomery-Downs, H.E., Insana, S.P. and Bond, J.A. 2012 Sleep and Breathing Validation Classic Adults Sleep
Accuracy of the Fitbit pedometer for self-paced and prescribed physical activity
details
Ramirez, E., Peterson, C., Wu, W. and Norman, G.J. 2012 Medicine & Science in Sports & Exercise Validation Classic Adults Steps
Evaluating Physical Activity Monitors for Use in Personal Health Research
details
Wilcox, L. and Feiner, S. 2012 Ubicomp 2012 Workshop on Evaluating Off- the-Shelf Technologies for Personal Health Monitoring Usability Classic NA NA
Functional recovery in the elderly after major surgery: assessment of mobility recovery using wireless technology.
details
Cook, D.J., Thompson, J.E., Prinsen, S.K., Dearani, J.A. and Deschamps, C. 2013 The Annals of Thoracic Surgery Usability
Medical
Classic Older Adults
Patients
Steps
A comparison of energy expenditure estimation of several physical activity monitors.
details
Dannecker, K.L., Sazonova, N.A., Melanson, E.L., Sazonov, E.S. and Browning, R.C. 2013 Medicine and Science in Sports and Exercise Validation Classic Adults Energy Expenditure
Quantified Recess: Design of an Activity For Elementary Students Involving Analyses of Their Own Movement Data
details
Lee, V.R. and Drake, J. 2013 Proceedings of the 12th International Conference on Interaction Design and Children Usability Ultra Children Steps
An evaluation of wearable activity monitoring devices
details
Guo, F., Li, Y., Kankanhalli, M.S. and Brown, M.S. 2013 Proceedings of the 1st ACM international workshop on Personal data meets distributed multimedia - PDM '13 Validation Ultra
One
Zip
Adults Steps
Distance
Phases of Accuracy Diagnosis: (In)visibility of System Status in the Fitbit
details
Mackinlay, M.Z. 2013 Intersect: The Stanford Journal of Science, Technology and Society Usability One Older Adults NA
Live Long and Prosper: Potentials of Low-Cost Consumer Devices for the Prevention of Cardiovascular Diseases
details
Meyer, J. and Hein, A. 2013 Medicine 2.0 Usability
Measurement
Ultra Adults Steps
Sleep
Comparison of steps and energy expenditure assessment in adults of Fitbit Tracker and Ultra to the Actical and indirect calorimetry.
details
Noah, A.J., Spierer, D.K., Gu, J. and Bronner, S. 2013 Journal of Medical Engineering & Technology Validation Classic
Ultra
Adults Steps
Energy Expenditure
Monitoring daily function in persons with transfemoral amputations using a commercial activity monitor: A feasibility study
details
Albert, M.V., Deeny, S., McCarthy, C., Valentin, J. and Jayaraman, A. 2014 PM and R Usability One Patients
Adults
Steps
Energy Expenditure
Distance
Enhancing physical activity promotion in midlife women with technology-based self-monitoring and social connectivity: A pilot study.
details
Butryn, M.L., Arigo, D., Raggio, G.a., Colasanti, M. and Forman, E.M. 2014 Journal of Health Psychology Intervention Flex Adults Steps
Sleep
Weight
Food
P. HealthyTogether: Exploring Social Incentives for Mobile Fitness Applications
details
Chen, Y. and Pu, P. 2014 Proceedings of the Second International Symposium of Chinese CHI Intervention Ultra
One
Adults Steps
Feasibility of Using Fitbit Flex to Motivate People with Rheumatoid Arthritis to BE Physically Active
details
Feehan, L., Clayton, C., Carruthers, E. and Li, L. 2014 Annals of the Rheumatic Diseases Usability Flex Patients
Adults
Steps
Energy Expenditure
Intensity
Validity of using tri-axial accelerometers to measure human movement - Part II: Step counts at a wide range of gait velocities.
details
Fortune, E., Lugade, V., Morrow, M. and Kaufman, K. 2014 Medical Engineering & Physics Validation Classic Adults Steps
Accuracy of 2 activity monitors in detecting steps in people with stroke and traumatic brain injury.
details
Fulk, G.D., Combs, S.A., Danks, K.A., Nirider, C.D., Raja, B. and Reisman, D.S. 2014 Physical Therapy Medical
Validation
Ultra Patients
Adults
Steps
Comparison of FitBit® Ultra to ActiGraph™ GT1M for Assessment of Physical Activity in Young Adults During Treadmill Walking
details
Gusmer, R., Bosch, T., Watkins, A., Ostrem, J. and Dengel, D. 2014 The Open Sports Medicine Journal Validation Classic Adults Steps
Energy Expenditure
A Qualitative Analysis of User Experiences With a Self-Tracker for Activity, Sleep, and Diet
details
Kim, J. 2014 Interactive Journal of Medical Research Usability Classic Adults NA
Increasing physical activity in young adults with autism spectrum disorders
details
LaLonde, K.B., MacNeill, B.R., Eversole, L.W., Ragotzy, S.P. and Poling, A. 2014 Research in Autism Spectrum Disorders Intervention Zip Patients
Adults
Steps
Validity of consumer-based physical activity monitors.
details
Lee, J.-M., Kim, Y. and Welk, G.J. 2014 Medicine and Science in Sports and Exercise Validation One
Zip
Adults Energy Expenditure
Behavior Change Techniques Implemented in Electronic Lifestyle Activity Monitors: A Systematic Content Analysis
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Lyons, E.J., Lewis, Z.H., Mayrsohn, B.G. and Rowland, J.L. 2014 Journal of Medical Internet Research Review Force
Can Patient Use of Daily Activity Monitors Change Nurse Practitioner Practice?
details
Mancuso, P.J., Thompson, M., Tietze, M., Kelk, S. and Roux, G. 2014 The Journal for Nurse Practitioners Review One
Flex
NA NA
Becoming Reflective: Designing for Reflection on Physical Performances
details
Moher, T., Ching, C., Schaefer, S., Lee, V., et al. 2014 ICLS 2014 Proceedings Usability One
Zip
Children Steps
Effect of walking speed and placement position interactions in determining the accuracy of various newer pedometers
details
Park, W., Lee, V.J., Ku, B. and Tanaka, H. 2014 Journal of Exercise Science & Fitness Validation Ultra Adults Steps
Comparative assessment of sleep quality estimates using home monitoring technology
details
Perez-Macias, J.M., Jimison, H., Korhonen, I. and Pavel, M. 2014 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Validation One Adults Sleep
An inexpensive device for monitoring patients' weights via automated hovering
details
Shaffer, J.A., Diaz, K., Alcántara, C., Edmondson, D., Krupka, D.J., Chaplin, W.F. and Davidson, K.W. 2014 International Journal of Cardiology Validation Aria Adults Weight
Caloric expenditure assessment among older adults: criterion validity of a novel accelerometry device.
details
Stahl, S.T. and Insana, S.P. 2014 Journal of Health Psychology Validation Classic Older Adults Energy Expenditure
Validation of the Fitbit One activity monitor device during treadmill walking.
details
Takacs, J., Pollock, C.L., Guenther, J.R., Bahar, M., Napier, C. and Hunt, M.A. 2014 Journal of Science and Medicine in Sport Validation One Adults Steps
Distance
Indoor activity monitoring system for elderly using RFID and Fitbit Flex wristband
details
Tan, T.-H., Gochoo, M., Chen, K.-H., Jean, F.-R., Chen, Y.-F., Shih, F.-J. and Ho, C.F. 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) Measurement Flex Older Adults Steps
"Go4Life" exercise counseling, accelerometer feedback, and activity levels in older people.
details
Thompson, W.G., Kuhle, C.L., Koepp, G.A., McCrady-Spitzer, S.K. and Levine, J.A. 2014 Archives of Gerontology and Geriatrics Intervention Classic Older Adults NA
Activity monitor intervention to promote physical activity of physicians-in-training: randomized controlled trial.
details
Thorndike, A.N., Mills, S., Sonnenberg, L., Palakshappa, D., Gao, T., Pau, C.T. and Regan, S. 2014 PloS ONE Intervention Classic Adults Steps
The validation of Fibit Zip™ physical activity monitor as a measure of free-living physical activity.
details
Tully, M.A., McBride, C., Heron, L. and Hunter, R.F. 2014 BMC Research Notes Usability
Validation
Zip Adults Steps
Validity and usability of low-cost accelerometers for internet-based self-monitoring of physical activity in patients with chronic obstructive pulmonary disease.
details
Vooijs, M., Alpay, L.L., Snoeck-Stroband, J.B., Beerthuizen, T., Siemonsma, P.C., Abbink, J.J., Sont, J.K. and Rövekamp, T.A. 2014 Interactive Journal of Medical Research Usability
Validation
Ultra Patients
Adults
Steps
Energy Expenditure
StepCity: a preliminary investigation of a personal informatics-based social game on behavior change
details
Walsh, G. and Golbeck, J. 2014 Proceedings of the extended abstracts of the 32nd annual ACM conference on Human factors in computing systems Intervention Classic Adults Steps
Preliminary efficacy of prize-based contingency management to increase activity levels in healthy adults.
details
Washington, W.D., Banna, K.M. and Gibson, A.L. 2014 Journal of Applied Behavior Analysis Intervention Classic Adults Steps
Decomposing activities of daily living to discover routine clusters
details
Yürüten, O., Zhang, J. and Pu, P. 2014 Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence Methods Ultra
One
Adults Energy Expenditure
Mobile Phone-Connected Wearable Motion Sensors to Assess Postoperative Mobilization
details
Appelboom, G., Taylor, B.E., Bruce, E., Bassile, C.C., Malakidis, C., Yang, A., Youngerman, B., D'Amico, R., Bruce, S., Bruyère, O., Reginster, J.-Y., Dumont, E.P. and Connolly Jr, E.S. 2015 JMIR mHealth and uHealth Usability
Validation
Zip Patients
Adults
Steps
Promoting physical activity among women using wearable technology and online social connectivity: a feasibility study
details
Arigo, D. 2015 Health Psychology and Behavioral Medicine Intervention Flex Adults Steps
Intensity
Sleep
Addressing barriers to physical activity among women: A feasibility study using social networking-enabled technology
details
Arigo, D., Schumacher, L.M., Pinkasavage, E. and Butryn, M.L. 2015 Digital Health Intervention Flex Adults Steps
Intensity
Goals
“Not just another walking program”: Everyday Activity Supports You (EASY) model---a randomized pilot study for a parallel randomized controlled trial
details
Ashe, M.C., Winters, M., Hoppmann, C.A., Dawes, M.G., Gardiner, P.A., Giangregorio, L.M., Madden, K.M., McAllister, M.M., Wong, G., Puyat, J.H., Singer, J., Sims-Gould, J. and McKay, H.A. 2015 Pilot and Feasibility Studies Intervention One Older Adults Steps
Goals
An Evaluation of Commercial Pedometers for Monitoring Slow Walking Speed Populations.
details
Beevi, F.H.A., Miranda, J., Pedersen, C.F. and Wagner, S. 2015 Telemedicine journal and e-health : the official journal of the American Telemedicine Association Validation Zip Adults Steps
Evaluating Low-cost Activity Trackers for Use in Large-scale Data Gathering of Forestry Workers
details
Bowen, J., Hinze, A., Cunningham, S.J. and Parker, R 2015 Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction - OzCHI '15 Usability
Validation
One
Flex
Adults Steps
Sleep
Randomized Trial of a Fitbit-Based Physical Activity Intervention for Women.
details
Cadmus-Bertram, L.A., Marcus, B.H., Patterson, R.E., Parker, B.A. and Morey, B.L. 2015 American Journal of Preventive Medicine Intervention One Adults Steps
Goals
Use of the Fitbit to Measure Adherence to a Physical Activity Intervention Among Overweight or Obese, Postmenopausal Women: Self-Monitoring Trajectory During 16 Weeks.
details
Cadmus-Bertram, L., Marcus, B.H., Patterson, R.E., Parker, B.A. and Morey, B.L. 2015 JMIR mHealth and uHealth Intervention One Adults Steps
Intensity
Accuracy of smartphone applications and wearable devices for tracking physical activity data.
details
Case, M.A., Burwick, H.A., Volpp, K.G. and Patel, M.S 2015 JAMA Validation One
Zip
Flex
Adults Steps
mHealth Physical Activity Intervention: A Randomized Pilot Study in Physically Inactive Pregnant Women.
details
Choi, J., Lee, J.H., Vittinghoff, E. and Fukuoka, Y. 2015 Maternal and Child Health Journal Intervention Ultra Adults Steps
Feasibility and preliminary efficacy of a physical activity counseling intervention using Fitbit in people with knee osteoarthritis: the TRACK-OA study protocol
details
Clayton, C., Feehan, L., Goldsmith, C.H., Miller, W.C., Grewal, N., Ye, J., Yoo, J.Y. and Li, L.C. 2015 Pilot and Feasibility Studies} Intervention Flex Patients
Adults
NA
Validitiy and usability testing of the Fitbit pedometer in patients with COPD
details
De Sousa Sena, R., Bourbeau, J., Zhi Li, P. and Ahmed, S. 2015 European Respiratory Journal Usability
Validation
One Patients
Adults
Steps
Fitbit®: An accurate and reliable device for wireless physical activity tracking
details
Diaz, K.M., Krupka, D.J., Chang, M.J., Peacock, J., Ma, Y., Goldsmith, J., Schwartz, J.E. and Davidson, K.W. 2015 International Journal of Cardiology Validation One
Flex
Adults Steps
Energy Expenditure
Measuring steps with the Fitbit activity tracker: an inter-device reliability study
details
Dontje, M.L., de Groot, M., Lengton, R.R., van der Schans, C.P. and Krijnen, W.P. 2015 Journal of Medical Engineering & Technology Validation Ultra Adults Steps
Are Currently Available Wearable Devices for Activity Tracking and Heart Rate Monitoring Accurate, Precise, and Medically Beneficial?
details
El-Amrawy, F. and Nounou, M.I. 2015 Healthcare Informatics Research Validation Flex Adults Steps
Systematic review of the validity and reliability of consumer-wearable activity trackers.
details
Evenson, K.R., Goto, M.M. and Furberg, R.D. 2015 The International Journal of Behavioral Nutrition and Physical Activity Validation
Systematic Review
Classic
Ultra
One
Zip
Flex
Adults Steps
Energy Expenditure
Intensity
Distance
Sleep
The validity of consumer-level, activity monitors in healthy adults worn in free-living conditions: a cross-sectional study.
details
Ferguson, T., Rowlands, A.V., Olds, T. and Maher, C. 2015 The International Journal of Behavioral Nutrition and Physical Activity Validation One
Zip
Adults Steps
Energy Expenditure
Intensity
Sleep
Mobile App to Reduce Inactivity in Sedentary Overweight Women
details
Finkelstein, J., Bedra, M.K., Li, X., Wood, J. and Ouyang, P. 2015 Studies in Health Technology and Informatics Intervention One Adults Steps
Using Commercial Activity Monitors to Measure Gait in Patients with Suspected iNPH: Implications for Ambulatory Monitoring.
details
Gaglani, S., Moore, J., Haynes, M.R., Hoffberger, J.B. and Rigamonti, D. 2015 Cure¯us Validation Ultra Adults Steps
A televideo exercise and nutrition program for children with acute lymphoblastic leukemia in maintenance therapy: design and methods
details
Gibson, C., August, K., Greene, J.L., Herrmann, S.D., Lee, J., Harvey, S.P., Lambourne, K. and Debra, S. 2015 Open Access Journal of Clinical Trials Methods Zip Adults Steps
Intensity
Impact of increasing physical activity on cognitive functioning in breast cancer survivors: Rationale and study design of Memory & Motion.
details
Hartman, S.J., Natarajan, L., Palmer, B.W., Parker, B., Patterson, R.E. and Sears, D.D. 2015 Contemporary Clinical Trials Methods One Patients
Adults
Steps
Intensity
Increasing physical activity of children during school recess.
details
Hayes, L.B. and Van Camp, C.M. 2015 Journal of Applied Behavior Analysis Intervention Classic Children Steps
The Walking Interventions Through Texting (WalkIT) Trial: Rationale, Design, and Protocol for a Factorial Randomized Controlled Trial of Adaptive Interventions for Overweight and Obese, Inactive Adults
details
Hurley, J.C., Hollingshead, K.E., Todd, M., Jarrett, C.L., Tucker, W.J., Angadi, S.S. and Adams, M.A. 2015 JMIR Research Protocols Intervention Zip Adults Steps
Encouraging regular physical activity for hormone-receptor positive breast cancer patients to improve mental and physical health during treatment and survivorship.
details
Jordan, C. and Klepsa, A. 2015 Journal of Clinical Oncology Intervention Flex Patients
Adults
Steps
Electronic activity trackers encourage family fun and fitness
details
Klein, D. 2015 The Australasian Medical Journal Case Study Charge Children
Adolescents
NA
Reliability and validity of ten consumer activity trackers.
details
Kooiman, T.J.M., Dontje, M.L., Sprenger, S.R., Krijnen, W.P., van der Schans, C.P. and de Groot, M. 2015 BMC Sports Science, Medicine and Rehabilitation Validation One
Flex
Adults Steps
Opportunistic uses of the traditional school day through student examination of Fitbit activity tracker data
details
Lee, V.R., Drake, J.R., Cain, R. and Thayne, J. 2015 Proceedings of the 14th International Conference on Interaction Design and Children Usability Ultra Children Steps
Let's Get Physical: K-12 Students Using Wearable Devices to Obtain and Learn About Data from Physical Activities
details
Lee, V.R., Drake, J. and Williamson, K. 2015 TechTrends Usability Ultra Children Steps
Effects of an Intervention using Movement Technology in a University Physical Activity Class
details
Mahar, M.T., Nanney, L.W., Das, B.M., Raedeke, T.D., Vick, G.A. and Rowe, D.A. 2015 Medicine & Science in Sports & Exercise Intervention Flex Adults Steps
Comparison of a Commercial Accelerometer with Polysomnography and Actigraphy in Children and Adolescents
details
Meltzer, L.J., Hiruma, L.S., Avis, K., Montgomery-Downs, H. and Valentin, J. 2015 Sleep Validation Ultra Children
Adolescents
Sleep
Smart Wristbands as Inexpensive and Reliable Non-dedicated Solution for Self-Managing Type 2 Diabetes
details
Militaru, A., Frandes, M. and Lungeanu, D. 2015 2015 E-Health and Bioengineering Conference (EHB) Case Study Charge HR Older Adults Steps
Energy Expenditure
Intensity
Sleep
Heart Rate
Effects of Public Commitments and Accountability in a Technology-Supported Physical Activity Intervention
details
Munson, S.A., Krupka, E., Richardson, C. and Resnick, P. 2015 Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems Intervention Zip Adults Steps
Feasibility of popular m-health technologies for activity tracking among individuals with serious mental illness.
details
Naslund, J.A., Aschbrenner, K.A., Barre, L.K. and Bartels, S.J. 2015 Telemedicine journal and e-health: the official journal of the American Telemedicine Association Usability Zip Patients
Adults
NA
Text Messaging to Reduce Inactivity Using Real-Time Step Count Monitoring in Sedentary Overweight Females
details
Ouyang, P., Stewart, K.J., Bedra, M.E., York, S., Valdiviezo, C. and Finkelstein, J. 2015 Circulation Intervention One Adults Steps
Validity of the Fitbit activity tracker for measuring steps in community-dwelling older adults
details
Paul, S.S., Tiedemann, A., Hassett, L.M., Ramsay, E., Kirkham, C., Chagpar, S. and Sherrington, C. 2015 BMJ Open Sport & Exercise Medicine Validation One
Zip
Older Adults Steps
Using A Facebook Group As An Adjunct To A Pilot mHealth Physical Activity Intervention: A Mixed Methods Approach.
details
Pumper, M.A., Mendoza, J.A., Arseniev-Koehler, A., Holm, M., Waite, A. and Moreno, M.A. 2015 Studies in Health Technology and Informatics Intervention Flex Adolescents Steps
Exploring physical activity monitoring devices for diabetic and obese patients
details
Randriambelonoro, M., Chen, Y., Geissbuhler, A. and Pu, P. 2015 Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers Usability One Patients
Adults
NA
Comparison of Three Inexpensive Commercially Available Activity Monitors to a Previously Validated Tri-Axial Accelerometer
details
Reid, R.E., Comptour, A.M., Insogna, J.A., Bewski, N.A., Sciortino, C.D. and Andersen, R.E. 2015 Medicine & Science in Sports & Exercise Validation One
Force
Adults Steps
Intensity
24 Hours of Sleep, Sedentary Behavior, and Physical Activity with Nine Wearable Devices
details
Rosenberger, M.E., Buman, M.P., Haskell, W.L., McConnell, M.V. and Carstensen, L.L. 2015 Medicine and Science in Sports and Exercise Validation One Adults Steps
Intensity
Sleep
Validation of the Fitbit wireless activity tracker for prediction of energy expenditure.
details
Sasaki, J.E., Hickey, A., Mavilia, M., Tedesco, J., John, D., Kozey Keadle, S. and Freedson, P.S. 2015 Journal of Physical Activity & Health Validation Classic Adults Energy Expenditure
Capturing step counts at slow walking speeds in older adults: comparison of ankle and waist placement of measuring device.
details
Simpson, L.A., Eng, J.J., Klassen, T.D., Lim, S.B., Louie, D.R., Parappilly, B., Sakakibara, B.M. and Zbogar, D. 2015 Journal of Rehabilitation Medicine Validation One Older Adults Steps
Accuracy of the FitBit at walking speeds and cadences relevant to clinical rehabilitation populations
details
Singh, A.K., Farmer, C., Van Den Berg, M.L., Killington, M. and Barr, C.J. 2015 Disability and Health Journal Validation Zip Patients
Adults
Steps
Intergenerational activity tracker program: Impact with health related outcomes on older adults
details
Sookhai, L., Coppola, J.F. and Gaur, C. 2015 2015 Long Island Systems, Applications and Technology Usability
Measurement
Zip Older Adults Steps
A Mobile Health Driven Walking Program Improves Quality of Life but not Fitness or Fatness in Obese Sedentary Women
details
Stewart, K.J., Katz, J., Dobrosielski, M. and Ouyang, P. 2015 Circulation Intervention Adults Steps
Step Detection and Activity Recognition Accuracy of Seven Physical Activity Monitors
details
Storm, F.A., Heller, B.W. and Mazzà, C. 2015 PLOS ONE Validation One Adults Steps
The intervention composed of aerobic training and non-exercise physical activity (I-CAN) study: Rationale, design and methods
details
Swift, D.L., Dover, S.E., Nevels, T.R., Solar, C.A., Brophy, P.M., Hall, T.R., Houmard, J.A. and Lutes, L.D. 2015 Contemporary Clinical Trials Methods One Adults Steps
Intensity
Evaluating an Internet-based program and a behavioral coach for increasing physical activity.
details
Valbuena, D., Miltenberger, R. and Solley, E. 2015 Behavior Analysis: Research & Practice Intervention One
Aria
Adults Steps
Weight
The Effect of Fitbit Technology on Physical Activity in Inactive Adults (50+ Years of Age)
details
Vasold, K.L., Groendal, E.G. and Knous, J.L. 2015 Medicine & Science in Sports & Exercise Intervention Older Adults Steps
Wearable Sensor/Device (Fitbit One) and SMS Text-Messaging Prompts to Increase Physical Activity in Overweight and Obese Adults: A Randomized Controlled Trial.
details
Wang, J.B., Cadmus-Bertram, L.A., Natarajan, L., White, M.M., Madanat, H., Nichols, J.F., Ayala, G.X. and Pierce, J.P. 2015 Telemedicine and e-Health Intervention One Adults Steps
Intensity
Validation of Fitbit-Flex as a measure of free-living physical activity in a community-based phase III cardiac rehabilitation population
details
Alharbi, M., Bauman, A., Neubeck, L. and Gallagher, R. 2016 European Journal of Preventive Cardiology Validation Flex Patients
Adults
Steps
Intensity
An experimental analysis of active living technologies to review device accuracy
details
Altamimi, R. and Skinner, G. 2016 2016 IEEE Region 10 Conference (TENCON) Validation One
Flex
Adults Steps
Distance
Validation of Contemporary Physical Activity Tracking Technologies through Exercise in a Controlled Environment
details
Altamimi, R.I. and Skinner, G.D. 2016 International Journal of Medical, Health, Biomedical, Bioengineering and Pharmaceutical Engineering Validation One
Flex
Adults Distance
Integrating Mobile health and Physical Activity to reduce the burden of Chronic low back pain Trial (IMPACT): a pilot trial protocol
details
Amorim, A.B., Pappas, E., Simic, M., Ferreira, M.L., Tiedemann, A., Jennings, M. and Ferreira, P.H. 2016 BMC Musculoskeletal Disorders Methods Patients
Adults
Steps
Intensity
Sleep
How valid are wearable physical activity trackers for measuring steps?
details
An, H.-S., Jones, G.C., Kang, S.-K., Welk, G.J. and Lee, J.-M. 2016 European Journal of Sport Science Validation Zip
Flex
Adults Steps
Real-World Walking Performance of Individuals with Lower-Limb Amputation Classified as Medicare Functional Classification Level 2 and 3
details
Arch, E.S., Erol, O., Bortz, C., Madden, C., Galbraith, M., Rossi, A., Lewis, J., Higginson, J.S., Buckley, J.M. and Horne, J. 2016 Journal of Prosthetics and Orthotics Measurement One Patients
Adults
Steps
The Electronic CardioMetabolic Program (eCMP) for Patients With Cardiometabolic Risk: A Randomized Controlled Trial.
details
Azar, K.M., Koliwad, S., Poon, T., Xiao, L., Lv, N., Griggs, R. and Ma, J. 2016 Journal of Medical Internet Research Intervention Patients
Adults
NA
Assessing the Correlation Between Physical Activity and Quality of Life in Advanced Lung Cancer
details
Bade, B.C., Brooks, M.C., Nietert, S.B., Ulmer, A., Thomas, D.D., Nietert, P.J., Scott, J.B. and Silvestri, G.A. 2016 Integrative Cancer Therapies Usability
Medical
Zip Patients
Adults
Steps
Using passively collected sedentary behavior to predict hospital readmission
details
Bae, S., Dey, A.K. and Low, C.A. 2016 Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing Measurement Flex Patients
Adults
Steps
Intensity
Distance
Comparison of consumer and research monitors under semistructured settings
details
Bai, Y., Welk, G.J., Nam, Y.H., Lee, J.A., Lee, J.M., Kim, Y., Meier, N.F. and Dixon, P.M. 2016 Medicine and Science in Sports and Exercise Validation Flex Adults Energy Expenditure
Impact of Digital Health Methods for Weight Management on Atherosclerotic Cardiovascular Disease Risk in “at-risk” Women
details
Ball, C., Carter, K., Yeung, C., Abdelmoneim, S., Bauman, J., Huang, R., Mankad, R., Iftikar, S., Jain, S., Lopez-Jimenez, F. and Mulvagh, S. 2016 Canadian Journal of Cardiology Intervention Adults
Accuracy and precision of smartphone applications and commercially available motion sensors in multiple sclerosis
details
Balto, J.M., Kinnett-Hopkins, D.L. and Motl, R.W. 2016 Multiple Sclerosis Journal - Experimental, Translational and Clinical Validation One
Flex
Patients
Adults
Steps
Use of a Wearable Activity Device in Rural Older Obese Adults: A Pilot Study
details
Batsis, J.A., Naslund, J.A., Gill, L.E., Masutani, R.K., Agarwal, N. and Bartels, S.J. 2016 Gerontology and Geriatric Medicine Usability Zip Older Adults Steps
Using a Community Wellness Program Pairing People with Shelter Dogs to Increase Physical Activity
details
Becofsky, K., Lynch, L., Evans, E.W. and Wing, R. 2016 Medicine & Science in Sports & Exercise Intervention Flex Adults Steps
Intensity
Comparative analysis of actigraphy performance in healthy young subjects
details
Bellone, G.J., Plano, S.A., Cardinali, D.P., Chada, D.P., Vigo, D.E. and Golombek, D.A. 2016 Sleep Science Validation Flex Adults Steps
Development of a Mobile Phone-Based Weight Loss Lifestyle Intervention for Filipino Americans with Type 2 Diabetes: Protocol and Early Results From the PilAm Go4Health Randomized Controlled Trial
details
Bender, M.S., Santos, G.-M., Villanueva, C. and Arai, S. 2016 JMIR Research Protocols Intervention Zip Patients
Adults
Steps
Intensity
Weight
Food
Evaluation of pedometry as a patient-centered outcome in patients undergoing hematopoietic cell transplant (HCT): a comparison of pedometry and patient reports of symptoms, health, and quality of life
details
Bennett, A.V., Reeve, B.B., Basch, E.M., Mitchell, S.A., Meeneghan, M., Battaglini, C.L., Smith-Ryan, A.E., Phillips, B., Shea, T.C. and Wood, W.A. 2016 Quality of Life Research Measurement Flex Patients
Adults
Steps
Video and computer-based interactive exercises are safe and improve task-specific balance in geriatric and neurological rehabilitation: a randomised trial
details
van den Berg, M., Sherrington, C., Killington, M., Smith, S., Bongers, B., Hassett, L. and Crotty, M. 2016 Journal of Physiotherapy Intervention Zip Older Adults
Patients
Steps
Energy Expenditure
Distance
Comparison of three different physiological wristband sensor systems and their applicability for resilience- and work load monitoring
details
Binsch, O., Wabeke, T. and Valk, P. 2016 2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks Validation Surge Adults Steps
Distance
Heart Rate
Continuous daily assessment of multiple sclerosis disability using remote step count monitoring
details
Block, V.J., Lizée, A., Crabtree-Hartman, E., Bevan, C.J., Graves, J.S., Bove, R., Green, A.J., Nourbakhsh, B., Tremblay, M., Gourraud, P.-A., Ng, M.Y., Pletcher, M.J., Olgin, J.E., Marcus, G.M., Allen, D.D., Cree, B.A.C. and Gelfand, J.M. 2016 Journal of Neurology Usability
Measurement
Flex Patients
Adults
Steps
Concurrent Validity of Wearable Activity Trackers 1 in Free-living Conditions.
details
Brooke, S., An, H.-S., Kang, S.-K., Noble, J., Berg, K. and Lee, J.-M. 2016 Journal of Strength and Conditioning Research Validation Flex
Charge HR
Adults Energy Expenditure
Sleep
Accuracy of the Fitbit for Measuring Preschoolers' Physical Activity
details
Byun, W., Barry, A. and Lee, J.-M. 2016 Medicine & Science in Sports & Exercise Validation Flex Children Intensity
Fitbit Provides Valid Measures of Sedentary and Physical Activity in Preschool Children
details
Byun, W., Barry, A., Lee, J.-M. and Kim, Y. 2016 Circulation Validation Flex Children Intensity
A Study to Determine the Most Popular Lifestyle Smartphone Applications and Willingness of the Public to Share Their Personal Data for Health Research.
details
Chen, J., Bauman, A. and Allman-Farinelli, M. 2016 Telemedicine and e-Health Survey Research Adults NA
Peer Influence on the Engagement of Fitness Tracker Usage: A Diabetic and Obesity Study
details
Chen, Y., Chen, Y., Randriambelonoro, M., Geissbuhler, A. and Pu, P. 2016 IEEE International Conference on Healthcare Informatics (ICHI) Intervention One Patients
Adults
Steps
Accuracy of Wristband Activity Monitors during Ambulation and Activities.
details
Chen, M.-D., Kuo, C.-C., Pellegrini, C.A. and Hsu, M.-J. 2016 Medicine & Science in Sports & Exercise Validation Flex Adults Steps
Social Incentives in Pervasive Fitness Apps for Obese and Diabetic patients
details
Chen, Y., Randriambelonoro, M.E., Geissbuhler, A. and Pu, P. 2016 Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing Companion Intervention One Patients
Adults
Steps
Validating The Latest Commercial Physical Activity Monitors
details
Chow, J.J., Ward, R.E., Thom, J.M. and Parmenter, B.J. 2016 Medicine & Science in Sports & Exercise Validation One
Flex
Charge
Charge HR
Adults Intensity
Integrating Population-based Patterns with Personal Routine to Re-engage Fitbit Usesh
details
Chung, C.-F. and Danis, C. 2016 Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare Usability Adults Steps
Goals
Tweeting to Health: A Novel mHealth Intervention Using Fitbits and Twitter to Foster Healthy Lifestyles
details
Chung, A.E., Skinner, A.C., Hasty, S.E. and Perrin, E.M. 2016 Clinical Pediatrics Intervention Zip
Aria
Adults Steps
Intensity
Weight
A 30-month worksite-based lifestyle program to promote cardiovascular health in middle-aged bank employees: design of the TANSNIP-PESA randomized controlled trial.
details
Coffeng, J.K., van der Ploeg, H.P., Vázquez, J.M.C., Alvira, J.M.F., Ibáñez, B., Lunar, I.G., van der Beek, A.J., Fernández-Ortiz, A.I., Rodriguez, A.M., Leal, L.G., Marín, E.C., Murcia, C.R., Castro, M.I.M., Sacristán, S.S., Gallardo, M.F., Santiago, J.M.M., Bansilal, S., van Mechelen, W. and Fuster, V. 2016 American Heart Journal Methods Flex Adults
Gender Differences in Regional Brain Activity in Patients with Chronic Primary Insomnia: Evidence from a Resting-State fMRI Study
details
Dai, X.-J., Nie, X., Liu, X., Pei, L., Jiang, J., Peng, D.-c., Gong, H.-H., Zeng, X.-J., Wáng, Y.-X.J. and Zhan, Y. 2016 Journal of Clinical Sleep Medicine Measurement Flex Patients
Adults
Sleep
Feasibility and acceptability of remotely monitored pedometer-guided physical activity.
details
Darvall, J.N., Parker, A. and Story, D.A. 2016 Anaesthesia and Intensive Care Usability Zip Adults Steps
A Study Analyzing the Effect of Using Accelerometer in a Lifestyle Intervention Program
details
Das, S., Rouseff, M., Guzman, H.E., Pino, A., Agatston, A., Shafer, et al. 2016 Circulation Intervention Adults NA
Men on the Move-Nashville: Feasibility and Acceptability of a Technology-Enhanced Physical Activity Pilot Intervention for Overweight and Obese Middle and Older Age African American Men.
details
Dean, D.A.L., Griffith, D.M., McKissic, S.A., Cornish, E.K. and Johnson-Lawrence, V. 2016 American Journal of Men's Health Intervention Flex Adults Steps
Intensity
Assessment, Assurance, and Actuation: The Use of Activity Trackers to Monitor Physical Activity in a Pediatric Population with Congenital Heart Disease
details
Dean, P., Voss, C., De Souza, A. and Harris, K. 2016 Canadian Journal of Cardiology Medical
Intervention
Charge HR Adolescents Steps
Intensity
Validity and inter-device reliability of dominant and non-dominant wrist worn activity trackers in suburban walking
details
De Man, M., Vanderploeg, E., Aimers, N., MacMahon, C., Wise, L. and Parrington, L. 2016 Sensoria: A Journal of Mind, Brain & Culture Validation Charge HR Adults Steps
Accuracy of Wrist and Hip-worn Commercial Physical Activity Monitors In Free Living Conditions
details
Deyarmin, K.N., Snyder, K.M., Mihalik, A.G. and Hargens, T.A. 2016 Medicine & Science in Sports & Exercise Validation One
Charge
Older Adults
Adolescents
Steps
Shaffer, J.A., Ma, Y., Goldsmith, J., Schwartz, J.E. and Davidson, K.W. Validation of the Fitbit One® for physical activity measurement at an upper torso attachment site
details
Diaz, K.M., Krupka, D.J., Chang, M.J., Shaffer, J.A., Ma, Y., Goldsmith, J., Schwartz, J.E. and Davidson, K.W. 2016 BMC Research Notes Validation One
Flex
Adults Steps
Energy Expenditure
A practical validation study of a commercial accelerometer using good and poor sleepers
details
Dickinson, D.L., Cazier, J. and Cech, T. 2016 Health Psychology Open Validation Charge HR Adults Sleep
Physical Activity Assessment Between Consumer- and Research-Grade Accelerometers: A Comparative Study in Free-Living Conditions
details
Dominick, M.G., Winfree, N.K., Pohlig, T.R. and Papas, A.M. 2016 JMIR Mhealth Uhealth Validation Flex Adults Steps
Energy Expenditure
Intensity
Comparative accuracy of fitness tracking modalities in quantifying energy expenditure
details
Dondzila, C. and Garner, D. 2016 Journal of Medical Engineering & Technology Validation Charge Adults Energy Expenditure
Weight management for adolescents with intellectual and developmental disabilities: Rationale and design for an 18month randomized trial
details
Donnelly, J., Ptomey, L., Goetz, J., Sullivan, D., Gibson, C., Greene, J., Lee, R., Mayo, M., Honas, J. and Washburn, R. 2016 Contemporary Clinical Trials Methods Charge HR Adolescents Steps
Balanced: a randomised trial examining the efficacy of two self-monitoring methods for an app-based multi-behaviour intervention to improve physical activity, sitting and sleep in adults.
details
Duncan, M.J., Vandelanotte, C., Trost, S.G., Rebar, A.L., Rogers, N., Burton, N.W., Murawski, B., Rayward, A., Fenton, S. and Brown, W.J. 2016 BMC Public Health Methods Charge HR Adults Steps
Sleep
Behaviour change techniques and physical activity using the fitbit flex
details
Dunn, E. and Robertson-Wilson, D.J. 2016 Journal of Exercise, Movement, and Sport Measurement
Survey Research
Flex Adults Steps
Acceptability of mHealth Technology for Self-Monitoring Eating and Activity among Rural Men.
details
Eisenhauer, C.M., Hageman, P.A., Rowland, S., Becker, B.J., Barnason, S.A. and Pullen, C.H. 2016 Public Health Nursing Usability One Adults Steps
Food
Reconsidering the device in the drawer: lapses as a design opportunity in personal informatics
details
Epstein, D.A., Kang, J.H., Pina, L.R., Fogarty, J. and Munson, S.A. 2016 Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing Usability Adults Steps
Use of Fitness Bands by Teachers in the Classroom
details
Ertzberger, J. and Martin, F. 2016 TechTrends Usability Flex Adults NA
Quantifying pilot contribution to flight safety for normal and non-normal airline operations
details
Etherington, T.J., Kramer, L.J., Bailey, R.E., Kennedy, K.D. and Stephens, C.L. 2016 2016 IEEE/AIAA 35th Digital Avionics Systems Conference (DASC) Measurement Charge HR Adults Heart Rate
The Effect of a Fitbit Accelerometer on Physical Activity
details
Farnell, G. and Westrup, R. 2016 Medicine & Science in Sports & Exercise Measurement Adults Steps
Effectiveness of activity trackers with and without incentives to increase physical activity (TRIPPA): a randomised controlled trial
details
Finkelstein, E.A., Haaland, B.A., Bilger, M., Sahasranaman, A., Sloan, R.A., Nang, E.E.K. and Evenson, K.R. 2016 The Lancet Diabetes & Endocrinology Intervention Zip Adults Steps
Validation of Consumer-Based Hip and Wrist Activity Monitors in Older Adults With Varied Ambulatory Abilities.
details
Floegel, T.A., Florez-Pregonero, A., Hekler, E.B. and Buman, M.P. 2016 The Journals of Gerontology. Series A, Biological Sciences and Medical Sciences Validation One
Flex
Older Adults Steps
Program Design for Healthy Weight in Lesbian and Bisexual Women: A Ten-City Prevention Initiative
details
Fogel, S.C., McElroy, J.A., Garbers, S., McDonnell, C., Brooks, J., Eliason, M.J., Ingraham, N., Osborn, A., Rayyes, N., Redman, S.D., Wood, S.F. and Haynes, S.G. 2016 Women's Health Issues Methods Zip Adults Steps
Reliability and Validity of Ten Consumer Activity Trackers Depend on Walking Speed
details
Fokkema, T., Kooiman, T.J., Krijnen, W.P., van der Schans, C.P. and de Groot, M. 2016 Medicine & Science in Sports & Exercise Validation Charge HR Adults Steps
Validation of the Fitbit Charge Heart Rate Device to Monitor Physical Activity in Children with Congenital Heart Disease
details
Gardner, R., Voss, C., Dean, P. and Harris, K. 2016 Canadian Journal of Cardiology Medical
Validation
Charge HR Patients
Children
Adolescents
Steps
Efficacy, feasibility, and acceptability of a novel technology-based intervention to support physical activity in cancer survivors
details
Gell, N.M., Grover, K.W., Humble, M., Sexton, M. and Dittus, K. 2016 Supportive Care in Cancer Intervention Charge HR Patients
Adults
Steps
Intensity
Impact of a Digital Activity Tracker-Based Workplace Activity Program on Health and Wellbeing
details
Glance, D.G., Ooi, E., Berman, Y., Glance, C.F. and Barrett, H.R. 2016 Proceedings of the 6th International Conference on Digital Health Conference Measurement Adults Steps
Estimating Physical Activity and Sedentary Behavior in a Free-Living Context: A Pragmatic Comparison of Consumer-Based Activity Trackers and ActiGraph Accelerometry
details
Gomersall, S.R., Ng, N., Burton, N.W., Pavey, T.G., Gilson, N.D. and Brown, W.J. 2016 Journal of Medical Internet Research Validation One Adults Steps
Intensity
Implementation of the physical activity guidelines in lung cancer: The CAPACITY study
details
Granger, C., Irving, L., Antippa, P., Edbrooke, L., Parry, S., Lin, K.-Y., Eriksen, A., Martin, J., Steinfort, D. and Denehy, L. 2016 European Respiratory Journal Intervention Patients
Adults
Intensity
Does Non-Running Physical Activity Contribute to the Risk of Developing a Running Related Overuse Injury?
details
Gruber, A.H., Murphy, S.P., Vollmar, J.E., Kennedy-Armbruster, C. and Chomistek, A.K. 2016 Medicine & Science in Sports & Exercise Measurement Charge Adults Steps
Intensity
A Leisure-Time Physical Activity Intervention for Adolescents With Visual Impairments
details
Haegele, J.A. and Porretta, D. 2016 Research Quarterly for Exercise and Sport Intervention Zip Adolescents Steps
Integrating physical activity data in videogames with user-centered dashboards
details
Hagood, D., Ching, C.C. and Schaefer, S. 2016 Proceedings of the Sixth International Conference on Learning Analytics & Knowledge Intervention Zip Adolescents Steps
Quantifying Physical Activity Levels and Sleep in Hemodialysis Patients Using a Commercially Available Activity Tracker
details
Han, M., Williams, S., Mendoza, M., Ye, X., Zhang, H., Calice-Silva, V., Thijssen, S., Kotanko, P. and Meyring-Wösten, A. 2016 Blood Purification Intervention
Measurement
Flex Patients
Adults
Steps
Distance
Sleep
Accuracy of Commercial Activity Trackers to Measure Energy Expenditure During a Controlled Exercise Trial
details
Hargens, T.A., Deyarmin, K.N., Snyder, K.M., Mihalik, A.G. and Sharpe, L.E. 2016 Medicine & Science in Sports & Exercise Validation One
Charge
Adults Energy Expenditure
Technology- and Phone-Based Weight Loss Intervention
details
Hartman, S.J., Nelson, S.H., Cadmus-Bertram, L.A., Patterson, R.E., Parker, B.A. and Pierce, J.P. 2016 American Journal of Preventive Medicine Intervention One Patients
Adults
Steps
Effect of affordable technology on physical activity levels and mobility outcomes in rehabilitation: a protocol for the Activity and MObility UsiNg Technology (AMOUNT) rehabilitation trial.
details
Hassett, L., van den Berg, M., Lindley, R.I., Crotty, M., McCluskey, A., van der Ploeg, H.P., Smith, S.T., Schurr, K., Killington, M., Bongers, B., Howard, K., Heritier, S., Togher, L., Hackett, M., Treacy, D., Dorsch, S., Wong, S., Scrivener, K., Chagpar, S., Weber, H., Pearson, R. and Sherrington, C. 2016 BMJ Open Methods Patients
Adults
Steps
Utility of Consumer Physical Activity Trackers as an Intervention Tool in Cardiovascular Disease Prevention and Treatment
details
Hickey, A.M. and Freedson, P.S. 2016 Progress in Cardiovascular Diseases Review Classic
Ultra
One
Zip
Flex
NA NA
Individual Differences in Diurnal Preference and Time-of-Exercise Interact to Predict Exercise Frequency
details
Hisler, G.C., Phillips, A.L. and Krizan, Z. 2016 Annals of Behavioral Medicine Measurement Zip Adults Steps
Intensity
Promote Students’ Healthy Behavior Through Sensor and Game: A Randomized Controlled Trial
details
H-Jennings, F., Clément, M.-V., Brown, M., Leong, B., Shen, L. and Dong, C. 2016 Medical Science Educator Intervention Flex Adults Steps
Sleep
Use of a Fitness Tracker to Promote Physical Activity in Children With Acute Lymphoblastic Leukemia
details
Hooke, M.C., Gilchrist, L., Tanner, L., Hart, N. and Withycombe, J.S. 2016 Pediatric Blood & Cancer Intervention One Patients
Children
Steps
Validity of FitBit, Jawbone UP, Nike+ and other wearable devices for level and stair walking
details
Huang, Y., Xu, J., Yu, B. and Shull, P.B. 2016 Gait & Posture Validation One
Zip
Flex
Adults Steps
Distance
Trajectories of objectively-measured physical activity and sedentary time over the course of pregnancy in women self-identified as inactive
details
Huberty, J.L., Buman, M.P., Leiferman, J.A., Bushar, J. and Adams, M.A. 2016 Preventive Medicine Reports Measurement Flex Adults
Pregnant Women
Steps
Intensity
Dose and timing of text messages for increasing physical activity among pregnant women: a randomized controlled trial
details
Huberty, J.L., Buman, M.P., Leiferman, J.A., Bushar, J., Hekler, E.B. and Adams, M.A. 2016 Translational Behavioral Medicine Intervention Flex Pregnant Women Steps
Can a Home-based Cardiac Rehabilitation Program Improve the Physical Function Quality of Life in Children With Fontan Circulation?
details
Jacobsen, R.M., Danduran, M., Mussatto, K., Neubauer, J. and Ginde, S. 2016 Congenital Heart Disease Intervention
Measurement
Flex Patients
Adults
Steps
Intensity
Distance
A Pilot Comparison of a Smartphone App with or without 2-Way Messaging Among Chronic Pain Patients
details
Jamison, R.N., Jurcik, D.C., Edwards, R.R., Huang, C.-C. and Ross, E.L. 2016 The Clinical Journal of Pain Measurement Zip Patients
Adults
Steps
Effects of an mHealth Adaptive Intervention on Vascular Health and Cardiorespiratory Fitness
details
Jarrett, C.L., Tucker, W.J., Hurley, J.C., Todd, M., Bhuiyan, N., Fernandez, J.A., Adams, M.A. and Angadi, S.S. 2016 Circulation Intervention Zip Adults Steps
UWALK: the development of a multi-strategy, community-wide physical activity program.
details
Jennings, C.A., Berry, T.R., Carson, V., Culos-Reed, S.N., Duncan, M.J., Loitz, C.C., McCormack, G.R., McHugh, T.-L.F., Spence, J.C., Vallance, J.K. and Mummery, W.K. 2016 Translational Behavioral Medicine Methods Adults NA
Validation of Biofeedback Wearables for Photoplethysmographic Heart Rate Tracking
details
Jo, E., Lewis, K., Directo, D., Kim, M.J. and Dolezal, B.A. 2016 Journal of Sports Science & Medicine Validation Charge HR Adults Heart Rate
Feasibility and preliminary results from utilizing a Fitbit device in a pediatric pain rehabilitation program
details
Junghans-Rutelonis, A., Gephardt, J., Skipper, R., Timm, W. and Weiss, K. 2016 The Journal of Pain Measurement Children
Adolescents
Steps
Distance
Sleep
A comparison of wearable fitness devices.
details
Kaewkannate, K. and Kim, S. 2016 BMC Public Health Usability Flex Adults NA
An Exercise Intervention for South Asian Mothers with Risk Factors for Diabetes
details
Kandula, Namratha R.; Dave, Swapna S.; De Chavez, Peter John D.; Marquez, David X.; Bharucha, Himali; Mammen, Shinu M.; Dunaif, Andrea; Ackermann, Ronald T.; Kumar, Santosh; Siddique, J. 2016 Translational Journal of the American College of Sports Medicine Intervention Zip Adults Steps
Wellbeing in the Making: Peoples' Experiences with Wearable Activity Trackers.
details
Karapanos, E., Gouveia, R., Hassenzahl, M. and Forlizzi, J. 2016 Psychology of Well-being Usability Flex Adults NA
Validity of Wearable Fitness Trackers on Sleep Measure
details
Keill, A.K., An, H.-S., Dinkel, D.M. and Lee, J.-M. 2016 Medicine & Science in Sports & Exercise Validation Charge HR Adults Sleep
An exercise in nostalgia: Nostalgia promotes health optimism and physical activity
details
Kersten, M., Cox, C.R. and Enkevort, E.A.V. 2016 Psychology & Health Measurement One Adults Steps
SleepSight: a wearables-based relapse prevention system for schizophrenia
details
Kerz, M., Folarin, A., Meyer, N., Begale, M., MacCabe, J. and Dobson, R.J. 2016 Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing Usability Charge HR Patients
Adults
Sleep
"Stepping Up" Activity poststroke: Ankle-Positioned Accelerometer Can Accurately Record Steps During Slow Walking
details
Klassen, T.D., Simpson, L.A., Lim, S.B., Louie, D.R., Parappilly, B., Sakakibara, B.M., Zbogar, D. and Eng, J.J. 2016 Physical Therapy Validation One Older Adults
Patients
Steps
The Volunteering-in-Place (VIP) Program: Providing meaningful volunteer activity to residents in assisted living with mild cognitive impairment
details
Klinedinst, N.J. and Resnick, B. 2016 Geriatric Nursing Measurement Flex Older Adults Steps
Consumer sleep tracking devices: a review of mechanisms, validity and utility
details
Kolla, B.P., Mansukhani, S. and Mansukhani, M.P. 2016 Expert Review of Medical Devices Review Classic
Ultra
NA Sleep
Effects of Charitable Versus Monetary Incentives on the Acceptance of and Adherence to a Pedometer-Based Health Intervention: Study Protocol and Baseline Characteristics of a Cluster-Randomized Controlled Trial
details
Kowatsch, T., Kramer, J.-N., Kehr, F., Wahle, F., Elser, N. and Fleisch, E. 2016 JMIR Research Protocols Methods Adults Steps
Accuracy of a Wrist-Worn Wearable Device for Monitoring Heart Rates in Hospital Inpatients: A Prospective Observational Study
details
Kroll, R.R., Boyd, G.J. and Maslove, M.D. 2016 Journal of Medical Internet Research Medical
Validation
Charge HR Patients
Adults
Heart Rate
Sedentary Behavior in the Workplace: A Potential Occupational Hazard for Radiologists
details
Lamar, D.L., Chou, S.-H.S., Medverd, J.R. and Swanson, J.O. 2016 Current Problems in Diagnostic Radiology Measurement One Adults Steps
Intensity
A home-based physical activity intervention using activity trackers in survivors of childhood cancer: A pilot study
details
Le, A., Mitchell, H.-R., Zheng, D.J., Rotatori, J., Fahey, J.T., Ness, K.K. and Kadan-Lottick, N.S. 2016 Pediatric Blood & Cancer Intervention One Patients
Adults
Adolescents
NA
Examining The Validity Of Fitbit Charge HR For Measuring Heart Rate In Free-living Conditions
details
Lee, J.-M.M., An, H., Kang, S.-k., Kim, Y. and Dinkel, D. 2016 Medicine & Science in Sports & Exercise Validation Charge HR Adults Heart Rate
Evidence of Convergent Validity for Measuring Free-Living Walking Using Wearable Devices
details
Lee, M., Choi, J.-Y., Lee, K., Min, J., Kim, J. and Choi, M.C. 2016 Medicine & Science in Sports & Exercise Validation One
Charge
Adults Steps
Appropriating Quantified Self Technologies to Support Elementary Statistical Teaching and Learning
details
Lee, V., Drake, J. and Thayne, J. 2016 IEEE Transactions on Learning Technologies Usability
Measurement
Ultra
One
Children Steps
Validation and Accuracy of FITBIT Charge: A Pilot Study in a University Worksite Walking Program
details
Leininger, L.J., Cook, B.J. and Adams, K.J. 2016 Journal of Fitness Research Validation Charge Adults Steps
Intensity
Validation And Accuracy Of Fitbit Charge
details
Leininger, L.J., Cook, B.J., Jones, V., Bellumori, M. and Adams, K.J. 2016 Medicine & Science in Sports & Exercise Validation Charge Adults Steps
Intensity
A Personalized Approach for Detecting Unusual Sleep from Time Series Sleep-Tracking Data
details
Liang, Z.,Martell, M.A.C., and Nishimura T. 2016 2016 IEEE International Conference on Healthcare Informatics (ICHI) Methods Charge HR Adults Sleep
Sleep Tracking in the Real World: A Qualitative Study into Barriers for Improving Sleep
details
Liang, Z. and Ploderer, B. 2016 Proceedings of the 28th Australian Conference on Computer-Human Interaction Usability Adults Sleep
SleepExplorer: a visualization tool to make sense of correlations between personal sleep data and contextual factors
details
Liang, Z., Ploderer, B., Liu, W., Nagata, Y., Bailey, J., Kulik, L. and Li, Y. 2016 Personal and Ubiquitous Computing Usability
Case Study
Flex
Charge
Charge HR
Adults Steps
Energy Expenditure
Intensity
Distance
Sleep
Use of Fitbit Charge HR for Management of Post-Concussive Syndrome: A Case Report
details
Lindsay, L.R. and Chae, H. 2016 PM&R Medical
Case Study
Charge HR Patients
Adults
Sleep
Heart Rate
Pedometry to Prevent Cardiorespiratory Fitness Decline—Is it Effective?
details
Lystrup, R.M., West, G.F., Olsen, C., Ward, M. and Stephens, M.B. 2016 Military Medicine Measurement Zip Adults Steps
Mission Possible: Using Ubiquitous Social Goal Sharing Technology to Promote Physical Activity in Children
details
Mackintosh, K. 2016 Movement, Health & Exercise Intervention Zip Children Steps
Intensity
Toward Accessible Health and Fitness Tracking for People with Mobility Impairments
details
Malu, M. and Findlater, L. 2016 Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare Usability One Patients
Adults
NA
Reliability of Sleep Measures from Four Personal Health Monitoring Devices Compared to Research-Based Actigraphy and Polysomnography
details
Mantua, J., Gravel, N. and Spencer, R. 2016 Sensors Validation Flex Adults Sleep
Workplace Indicators of Mood: Behavioral and Cognitive Correlates of Mood Among Information Workers
details
Mark, G., Czerwinski, M., Iqbal, S. and Johns, P. 2016 Proceedings of the 6th International Conference on Digital Health Conference Measurement Flex Adults Steps
Sleep
Older Adults' Experiences Using a Commercially Available Monitor to Self-Track Their Physical Activity.
details
McMahon, S.K., Lewis, B., Oakes, M., Guan, W., Wyman, J.F. and Rothman, A.J. 2016 JMIR mHealth and uHealth Usability One Older Adults NA
Acceptance of Commercially Available Wearable Activity Trackers Among Adults Aged Over 50 and With Chronic Illness: A Mixed-Methods Evaluation.
details
Mercer, K., Giangregorio, L., Schneider, E., Chilana, P., Li, M. and Grindrod, K. 2016 JMIR mHealth and uHealth Usability Zip Older Adults
Patients
NA
Behavior Change Techniques Present in Wearable Activity Trackers: A Critical Analysis
details
Mercer, K., Li, M., Giangregorio, L., Burns, C. and Grindrod, K. 2016 JMIR mHealth and uHealth Review Flex NA NA
Statistical methods for detecting groups of patterns in daily step count activity profiles
details
Meyer, E., Tran, T. and Greenwood, M. 2016 Skyline - The Big Sky Undergraduate Journal Methods Flex Adults Steps
Physical Activity Measured with Accelerometer and Self-Rated Disability in Lumbar Spine Surgery: A Prospective Study.
details
Mobbs, R.J., Phan, K., Maharaj, M. and Rao, P.J. 2016 Global Spine Journal Measurement Zip Patients
Adults
Steps
Energy Expenditure
Distance
Consumer-based Physical Activity Monitors and Research-grade Accelerometers Underestimate Physical Activity in a Semi-structured Setting
details
Montoye, A.H., Tuttle, M.S., Nelson, M.B., Steeves, J.A. and Kaminsky, L.A. 2016 Circulation Validation One
Zip
Flex
Adults Steps
Energy Expenditure
Accuracy of Wearable Devices for Estimating Total Energy Expenditure
details
Murakami, H., Kawakami, R., Nakae, S., Nakata, Y., Ishikawa-Takata, K., Tanaka, S. and Miyachi, M. 2016 JAMA Internal Medicine Validation Flex Adults Energy Expenditure
Wearable Devices and Smartphones for Activity Tracking Among People with Serious Mental Illness.
details
Naslund, J.A., Aschbrenner, K.A. and Bartels, S.J. 2016 Mental Health and Physical Activity Usability Zip Patients
Adults
NA
Wearable devices and mobile technologies for supporting behavioral weight loss among people with serious mental illness
details
Naslund, J.A., Aschbrenner, K.A., Scherer, E.A., McHugo, G.J., Marsch, L.A. and Bartels, S.J. 2016 Psychiatry Research Intervention Zip Patients
Adults
Steps
Validity of Consumer-Based Physical Activity Monitors for Specific Activity Types.
details
Nelson, M.B., Kaminsky, L.A., Dickin, D.C. and Montoye, A.H.K. 2016 Medicine and Science in Sports and Exercise Validation One
Zip
Flex
Adults Steps
Energy Expenditure
Physical activity in acute ischemic stroke patients during hospitalization
details
Nozoe, M., Kitamura, Y., Kanai, M., Kubo, H., Mase, K. and Shimada, S. 2016 International Journal of Cardiology Measurement One Adults Steps
Intensity
Distance
Evaluating a community-based exercise intervention with adults living with HIV: protocol for an interrupted time series study
details
O'Brien, K.K., Bayoumi, A.M., Solomon, P., Tang, A., Murzin, K., Chan Carusone, S., Zobeiry, M., Nayar, A. and Davis, A.M. 2016 BMJ Open Intervention Zip Patients
Adults
Steps
Energy Expenditure
Intensity
Distance
These Shoes Are Made for Walking: Sensitivity Performance Evaluation of Commercial Activity Monitors under the Expected Conditions and Circumstances Required to Achieve the International Daily Step Goal of 10,000 Steps.
details
O'Connell, S., ÓLaighin, G., Kelly, L., Murphy, E., Beirne, S., Burke, N., Kilgannon, O. and Quinlan, L.R. 2016 PLOS ONE Validation One Adults Steps
Workstations To Increase Workplace Physical Activity And Reduce Sitting Time
details
Olenick, A., Jason, C., Schafer, M.A., Battogtokh, Z., Lyons, S.T., Brown, J. and Falls, D. 2016 Medicine & Science in Sports & Exercise Intervention One Adults Steps
ActiviTeen: A Protocol for Deployment of a Consumer Wearable Device in an Academic Setting
details
Ortiz, A.M., Tueller, S.J., Cook, S.L. and Furberg, R.D. 2016 JMIR Research Protocols Methods Zip Adolescents Steps
Intensity
A Comparison Study Of The Fitbit Activity Monitor And PSG For Assessing Sleep Patterns And Movement In Children
details
Osterbauer, B., Koempel, J.A., Davidson Ward, S.L., Fisher, L.M. and Don, D.M. 2016 Journal of Otolaryngology Advances Validation Flex Children Sleep
Using High-Tech and High-Touch Methods for Effective Population Health Management
details
Padarthy, S., Crespo, C., Rich, K. and Srivatsan, N. 2016 Iproceedings Medical
Measurement
Adults Steps
Retrofit Weight-Loss Outcomes at 6, 12, and 24 Months and Characteristics of 12-Month High Performers: A Retrospective Analysis
details
Painter, S., Ditsch, G., Ahmed, R., Hanson, N.B., Kachin, K. and Berger, J. 2016 JMIR mHealth and uHealth Intervention One
Aria
Adults Weight
Smartwomantm: Feasibility of a Mobile Application to Improve Cardiovascular Risk Factors in Indigent Diabetic Women
details
Parashar, S., Williams, O. and Wenger, N. 2016 Circulation: Cardiovascular Quality and Outcomes Usability Patients
Adults
Steps
Long-Term Objective Physical Activity Measurements using a Wireless Accelerometer Following Minimally Invasive Transforaminal Interbody Fusion Surgery
details
Phan, K., Phan, K. and Mobbs, R.J. 2016 Asian Spine Journal Case Study Patients
Adults
Steps
Distance
Intrinsic rewards predict exercise via behavioral intentions for initiators but via habit strength for maintainers
details
Phillips, L.A., Chamberland, P.-É., Hekler, E.B., Abrams, J. and Eisenberg, M.H. 2016 Sport, Exercise, and Performance Psychology Measurement Zip Adults Steps
Self-management of chronic illness: the role of 'habit' versus reflective factors in exercise and medication adherence.
details
Phillips, L.A., Cohen, J., Burns, E., Abrams, J. and Renninger, S. 2016 Journal of Behavioral Medicine Measurement Zip Patients
Adults
Steps
Exploring Path Models of Disablement in Residential Care and Assisted Living Residents
details
Phillips, L.J., Petroski, G.F., Conn, V.S., Brown, M., Leary, E., Teri, L. and Zimmerman, S. 2016 Journal of Applied Gerontology Measurement Classic Older Adults Steps
Adherent Use of Digital Health Trackers Is Associated with Weight Loss
details
Pourzanjani, A., Quisel, T. and Foschini, L. 2016 PLOS ONE Measurement Adults Steps
Weight
Food
Validation of the Fitbit One, Garmin Vivofit and Jawbone UP activity tracker in estimation of energy expenditure during treadmill walking and running
details
Price, K., Bird, S.R., Lythgo, N., Raj, I.S., Wong, J.Y.L. and Lynch, C. 2016 Journal of Medical Engineering & Technology Validation One Adults Energy Expenditure
Can Commercially Available Pedometers Be Used For Physical Activity Monitoring In Patients With COPD Following Exacerbations?
details
Prieto-Centurion, V., Bracken, N., Norwick, L., Zaidi, F., Mutso, A.A., Morken, V., Coultas, D.B., Rand, C.S., Marquez, D.X. and Krishnan, J.A. 2016 Chronic Obstructive Pulmonary Diseases: Journal of the COPD Foundation Validation Zip
Force
Patients
Adults
Steps
Parents' perspective on weight management interventions for adolescents with intellectual and developmental disabilities
details
Ptomey, L.T., Gibson, C.A., Willis, E.A., Taylor, J.M., Goetz, J.R., Sullivan, D.K. and Donnelly, J.E. 2016 Disability and Health Journal Usability Children
Adolescents
Steps
Experiences measuring sleep and physical activity patterns across a large college cohort with fitbits
details
Purta, R., Mattingly, S., Song, L., Lizardo, O., Hachen, D., Poellabauer, C. and Striegel, A. 2016 Proceedings of the 2016 ACM International Symposium on Wearable Computers Measurement Charge HR Adults Steps
Sleep
Heart Rate
Pilot and Feasibility Test of a Mobile Health-Supported Behavioral Counseling Intervention for Weight Management Among Breast Cancer Survivors
details
Quintiliani, L.M., Mann, D.M., Puputti, M., Quinn, E. and Bowen, D.J. 2016 JMIR Cancer Intervention Flex Patients
Adults
NA
Physical activity levels and perceived benefits and barriers to physical activity in HIV-infected women living in the deep south of the United States.
details
Rehm, K.E. and Konkle-Parker, D. 2016 AIDS Care Measurement Patients
Adults
Steps
Intensity
Unravelling the potential mechanisms behind hospitalization-associated disability in older patients; the Hospital-Associated Disability and impact on daily Life (Hospital-ADL) cohort study protocol.
details
Reichardt, L.A., Aarden, J.J., van Seben, R., van der Schaaf, M., Engelbert, R.H.H., Bosch, J.A., Buurman, B.M. 2016 BMC Geriatrics Methods Flex Older Adults Steps
Validity and reliability of Fitbit activity monitors compared to ActiGraph GT3X+ with female adults in a free-living environment
details
Reid, R.E., Insogna, J.A., Carver, T.E., Comptour, A.M., Bewski, N.A., Sciortino, C. and Andersen, R.E. 2016 Journal of Science and Medicine in Sport Validation One
Flex
Adults Steps
Intensity
Feasibility and Effectiveness of Using Wearable Activity Trackers in Youth: A Systematic Review
details
Ridgers, N.D., McNarry, M.A. and Mackintosh, K.A. 2016 JMIR mHealth and uHealth Review Children
Adolescents
Objective Measure of Activity Level After Total Knee Arthoplasty with The Use of the 'Fitbit Device
details
Roe, J., Salmon, L. and Twiggs, J. 2016 Orthopaedic Journal of Sports Medicine Medical
Measurement
Older Adults
Patients
Steps
Evaluation of a culturally-adapted lifestyle intervention to treat elevated cardiometabolic risk of Latino adults in primary care (Vida Sana): A randomized controlled trial
details
Rosas, L.G., Lv, N., Xiao, L., Lewis, M.A., Zavella, P., Kramer, M.K., Luna, V. and Ma, J. 2016 Contemporary Clinical Trials Methods Adults Steps
Acceptability of Fitbit for physical activity tracking within clinical care among men with prostate cancer
details
Rosenberg, D., Kadokura, E.A., Bouldin, E.D., Miyawaki, C.E., Higano, C.S. and Hartzler, A.L. 2016 AMIA Annual Symposium Proceedings Usability Zip Patients
Adults
Steps
Impact of newer self-monitoring technology and brief phone-based intervention on weight loss: A randomized pilot study
details
Ross, K.M. and Wing, R.R. 2016 Obesity Intervention Zip
Aria
Adults Steps
Energy Expenditure
Intensity
Weight
Food
Physical activity intervention using Fitbits in an introductory college health course
details
Rote, A.E. 2016 Health Education Journal Measurement Zip Adults Steps
Interrogation of Patient Smartphone Activity Tracker to Assist Arrhythmia Management
details
Rudner, J., McDougall, C., Sailam, V., Smith, M. and Sacchetti, A. 2016 Annals of Emergency Medicine Case Study Charge HR Patients
Adults
Heart Rate
Devices for Self-Monitoring Sedentary Time or Physical Activity: A Scoping Review.
details
Sanders, J.P., Loveday, A., Pearson, N., Edwardson, C., Yates, T., Biddle, S.J.H. and Esliger, D.W. 2016 Journal of Medical Internet Research Review
Wearing, Thinking, and Moving: Testing the Feasibility of Fitness Tracking with Urban Youth
details
Schaefer, S.E., Ching, C.C., Breen, H. and German, J.B. 2016 American Journal of Health Education Usability One Adolescents Steps
Strength in numbers: group fitness programming for children with cerebral palsy
details
Schmit, J. and Miros, J. 2016 Developmental Medicine & Child Neurology Measurement Charge HR Children
Adults
Adolescents
Steps
Heart Rate
Validation of the Fitbit Zip for monitoring physical activity among free-living adolescents
details
Schneider, M. and Chau, L. 2016 BMC Research Notes Validation Zip Adolescents Steps
Assessment of Distance Measurement with Selected Wearable Devices in Telemonitoring
details
Schneider, Z., Shahbazian, J. and Krishnan, S.M. 2016 2016 32nd Southern Biomedical Engineering Conference (SBEC) Validation Flex Adults Distance
Sleep Tracking, Wearable Technology, and Opportunities for Research and Clinical Care
details
Shelgikar, A.V., Anderson, P.F. and Stephens, M.R. 2016 Chest Review One
Flex
Charge
Surge
NA Sleep
Activity monitoring using a mHealth device and correlations with psychopathology in patients with chronic schizophrenia
details
Shin, S., Yeom, C.-W., Shin, C., Shin, J.-H., Jeong, J.H., Shin, J.U. and Lee, Y.R. 2016 Psychiatry Research Measurement Flex Patients
Adults
Steps
Biosensors to assess performance status in cancer (BioAPS Study).
details
Shinde, A.M., Gresham, G.K., Hendifar, A.E., Tuli, R., Spiegel, B. and Figlin, R.A. 2016 Journal of Clinical Oncology Methods Charge HR Patients
Adults
Steps
Intensity
Sleep
Effects of Playing a Serious Computer Game on Body Mass Index and Nutrition Knowledge in Women
details
Shiyko, M., Hallinan, S., Seif El-Nasr, M., Subramanian, S. and Castaneda-Sceppa, C. 2016 JMIR Serious Games Intervention Adults Steps
‘Well, if the kids can do it, I can do it': older rehabilitation patients' experiences of telerehabilitation
details
Shulver, W., Killington, M., Morris, C. and Crotty, M. 2016 Health Expectations Usability Older Adults
Patients
Steps
Accuracy Of Wrist-worn Activity Monitors At Three Walking Speeds On The Treadmill
details
Smith, J.D. 2016 Medicine & Science in Sports & Exercise Validation Flex Adults Steps
Changes in taste preference and steps taken after sleep curtailment.
details
Smith, S.L., Ludy, M.-J. and Tucker, R.M. 2016 Physiology & Behavior Measurement One
Flex
Adults Steps
Sleep
Incorporation of a Physical Education and Nutrition Program Into Neurosurgery: A Proof of Concept Pilot Program.
details
Spiotta, A.M., Fargen, K.M., Denham, S.L., Fulton, M.E., Kellogg, R., Young, E., Patel, S. and Turner, R.D. 2016 Neurosurgery Measurement Surge Adults Sleep
Heart Rate
Piece it Together: Comprehensive Wellness for Teens and Young Adults with Autism and Neurodevelopment Disorders
details
Spratt, E.G., Flynn, K., Newton, J., Papa, C., Harris, K., Serpe, A., O'Connor, A., Blackmon, L. and Eckert, M. 2016 Journal of the American Academy of Child & Adolescent Psychiatry Intervention
Measurement
Charge Adults
Adolescents
Steps
Unsupervised Detection and Analysis of Changes in Everyday Physical Activity Data
details
Sprint, G., Cook, D.J. and Schmitter-Edgecombe, M. 2016 Journal of Biomedical Informatics Methods Flex NA Steps
The Effects of Spacing, Naps, and Fatigue on the Acquisition and Retention of Laparoscopic Skills.
details
Spruit, E.N., Band, G.P.H., van der Heijden, K.B., and Hamming, J.F. 2016 Journal of Surgical Education Measurement Flex Adults Steps
How accurate are the wrist-based heart rate monitors during walking and running activities? Are they accurate enough?
details
Stahl, S.E., An, H.-S., Dinkel, D.M., Noble, J.M. and Lee, J.-M. 2016 BMJ Open Sport & Exercise Medicine Validation Charge HR Adults Heart Rate
Validity and Reliability of Fitbit Flex for Step Count, Moderate to Vigorous Physical Activity and Activity Energy Expenditure
details
Sushames, A., Edwards, A., Thompson, F., McDermott, R. and Gebel, K. 2016 PLOS ONE Validation Flex Adults Steps
Energy Expenditure
Intensity
Daily & Hourly Adherence: Towards Understanding Activity Tracker Accuracy
details
Tang, L.M., Day, M., Engelen, L., Poronnik, P., Bauman, A. and Kay, J. 2016 Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems Measurement Zip Adults Steps
Cardiac Patients' Walking Activity Determined by a Step Counter in Cardiac Telerehabilitation: Data From the Intervention Arm of a Randomized Controlled Trial.
details
Thorup, C., Hansen, J., Grønkjær, M., Andreasen, J.J., Nielsen, G., Sørensen, E.E. and Dinesen, B.I. 2016 Journal of Medical Internet Research Intervention Zip Patients
Adults
Steps
Pedometer use and self-determined motivation for walking in a cardiac telerehabilitation program: a qualitative study
details
Thorup, C.B., Grønkjær, M., Spindler, H., Andreasen, J.J., Hansen, J., Dinesen, B.I., Nielsen, G. and Sørensen, E.E. 2016 BMC Sports Science, Medicine and Rehabilitation Measurement Zip Patients
Adults
Steps
Health coaching and pedometers to enhance physical activity and prevent falls in community-dwelling people aged 60 years and over: study protocol for the Coaching for Healthy AGEing (CHAnGE) cluster randomised controlled trial
details
Tiedemann, A., Rissel, C., Howard, K., Tong, A., Merom, D., Smith, S., Wickham, J., Bauman, A., Lord, S.R., Vogler, C., Lindley, R.I., Simpson, J.M., Allman-Farinelli, M. and Sherrington, C. 2016 BMJ Open Methods Older Adults Steps
The monitoring of activity at home after total hip arthroplasty
details
Toogood, P.A., Abdel, M.P., Spear, J.A., Cook, S.M., Cook, D.J. and Taunton, M.J. 2016 The Bone & Joint Journal Measurement Older Adults
Patients
Steps
Health Outcomes of Information System Use Lifestyles among Adolescents: Videogame Addiction, Sleep Curtailment and Cardio-Metabolic Deficiencies.
details
Turel, O., Romashkin, A. and Morrison, K.M. 2016 PLOS ONE Measurement Ultra
One
Adolescents Sleep
Association between activity limitations and pain in patients scheduled for total knee arthroplasty
details
Usiskin, I.M., Yang, H.Y., Deshpande, B.R., Collins, J.E., Michl, G.L., Smith, S.R., Klara, K.M., Selzer, F., Katz, J.N. and Losina, E. 2016 BMC Musculoskeletal Disorders Measurement Zip Patients
Adults
Steps
Feasibility of a Memory Clinic-Based Physical Activity Prescription Program
details
Vidoni, E.D., Watts, A.S., Burns, J.M., Greer, C.S., Graves, R.S., Van Sciver, A., Black, J.R., Cooper, S.K., Nagely, A.C., Uphoff, E., Volmer, J.M. and Bieberle, N.A. 2016 Journal of Alzheimer's Disease Intervention Zip Older Adults Steps
Validity of commercial activity trackers in children with congenital heart disease
details
Voss, C., Gardner, R.F., Dean, P.H. and Harris, K.C. 2016 Canadian Journal of Cardiology Validation Charge HR Adolescents Steps
Intensity
Is There an Association of Physical Activity with Brain Volume, Behavior, and Day-to-day Functioning? A Cross Sectional Design in Prodromal and Early Huntington Disease.
details
Wallace, M., Downing, N., Lourens, S., Mills, J., Kim, J.-I., Long, J., Paulsen, J. and Predict-Hd Investigators And Coordinators Of The Huntington Study Group 2016 PLoS Currents Measurement Ultra Patients
Adults
Steps
Distance
Accuracy of Heart Rate Watches: Implications for Weight Management
details
Wallen, M.P., Gomersall, S.R., Keating, S.E., Wisløff, U. and Coombes, J.S. 2016 PLOS ONE Validation Charge HR Adults Steps
Energy Expenditure
Heart Rate
Mobile and Wearable Device Features that Matter in Promoting Physical Activity
details
Wang, J.B., Cataldo, J.K., Ayala, G.X., Natarajan, L., Cadmus-Bertram, L.A., White, M.M., Madanat, H., Nichols, J.F. and Pierce, J.P. 2016 Journal of Mobile Technology in Medicine Usability One Patients
Adults
Steps
Accuracy of wrist-worn heart rate monitors
details
Wang, R., Blackburn, G., Desai, M. and et al 2016 JAMA Cardiology Validation Charge HR Adults Heart Rate
Sleep quality, but not quantity, is associated with self-perceived minor error rates among emergency department nurses
details
Weaver, A.L., Stutzman, S.E., Supnet, C. and Olson, D.M. 2016 International Emergency Nursing Measurement Adults Sleep
A Technology-Mediated Behavioral Weight Gain Prevention Intervention for College Students: Controlled, Quasi-Experimental Study.
details
West, D.S., Monroe, C.M., Turner-McGrievy, G., Sundstrom, B., Larsen, C., Magradey, K., Wilcox, S. and Brandt, H.M. 2016 Journal of Medical Internet Research Intervention Zip
Aria
Adults Steps
Weight
Distance Learning Strategies for Weight Management Utilizing Online Social Networks versus Group Phone Conference Call
details
Willis, E.A., Szabo-Reed, A.N., Ptomey, L.T., Steger, F.L., Honas, J.J., Al-Hihi, E.M., Lee, R., Lee, J., Oh, Y., Washburn, R.A. and Donnelly, J.E. 2016 Obesity Science & Practice Intervention Flex Adults Steps
Measures of sleep and cardiac functioning during sleep using a multi-sensory commercially-available wristband in adolescents
details
de Zambotti, M., Baker, F.C., Willoughby, A.R., Godino, J.G., Wing, D., Patrick, K. and Colrain, I.M 2016 Physiology & Behavior Validation Charge HR Adolescents Sleep
Heart Rate
Developing a Fitbit-supported lifestyle physical activity intervention for depressed alcohol dependent women
details
Abrantes, A.M., Blevins, C., Battle, C.L., Read, J.P., Gordon, A. and Stein, M. 2017 Journal of Substance Abuse Treatment Intervention Charge Patients
Adults
Steps
Adaptive goal setting and financial incentives: a 2 × 2 factorial randomized controlled trial to increase adults' physical activity
details
Adams, M.A., Hurley, J.C., Todd, M., Bhuiyan, N., Jarrett, C.L., Tucker, W.J., Hollingshead, K.E. and Angadi, S.S. 2017 BMC Public Health Intervention Zip Adults Steps
The Physical Activity Patterns of Cardiac Rehabilitation Program Participants Using Three Different Measures: Exercise Capacity, Functional Activity, and Habitual Physical Activity
details
Alharbi, M., Bauman, A., Neubeck, L., Naismith, S., Tofler, Yun-Hee, J., Mitchell, J., Kirkness, A., Gallagher, P., Woolaston, A. and Gallagher, R. 2017 Heart, Lung and Circulation Measurement Flex Older Adults
Patients
Steps
Intensity
Harnessing the Potential of Wearable Activity Trackers for Heart Failure Self-Care
details
Alharbi, M., Straiton, N. and Gallagher, R. 2017 Current Heart Failure Reports Review One
Flex
Patients
Adults
NA
How Accurate Is Your Activity Tracker? A Comparative Study of Step Counts in Low-Intensity Physical Activities
details
Alinia, P., Cain, C., Fallahzadeh, R., Shahrokni, A., Cook, D. and Ghasemzadeh, H. 2017 JMIR Mhealth and Uhealth Validation One
Zip
Flex
Adults Steps
FitBit Garden: A Mobile Game Designed to Increase Physical Activity in Children
details
Amresh, A., Lyles, A., Small, L. and Gary, K. 2017 Proceedings of the 2017 International Conference on Digital Health Usability Children
Step Count Accuracy of the Stepwatch and FitBit One Among Individuals with a Unilateral Transtibial Amputation
details
Arch, E.S., Sions, J.M. and Horne, J.R. 2017 American Academy of Orthotists & Prosthetists Validation One Patients
Adults
Steps
Facilitating Partner Support for Lifestyle Change Among Adults with Serious Mental Illness: A Feasibility Pilot Study
details
Aschbrenner, K.A., Mueser, K.T., Naslund, J.A., Gorin, A.A., Zawacki, S.A., Pratt, S.I., Kinney, A. and Bartels, S. 2017 Community Mental Health Journal Usability
Intervention
Zip Patients
Adults
Steps
Distance
Assessing the Benefits and Use of Gain-Framed Text Messaging to Improve Physical Activity in Advanced Stage Lung Cancer
details
Bade, B., Pastis, A., Owens, L., Hyer, J. and Silvestri, G. 2017 Chest Intervention Flex Patients
Adults
Steps
The Validity of Fitbit Charge in Free Living Conditions
details
Bai, Y., Ellingson, L. and Welk, G. 2017 Medicine & Science in Sports & Exercise Validation Charge Adults Steps
Intensity
The Effects of a Campus Forest-Walking Program on Undergraduate and Graduate Students' Physical and Psychological Health
details
Bang, K.-S., Lee, I., Kim, S., Lim, C.S., Joh, H.-K., Park, B.-J. and Song, M.K. 2017 International Journal of Environmental Research and Public Health Intervention Zip Adults Steps
Assessing bouts of activity using modeled clinically validated physical activity on commodity hardware
details
Barrett, C., Dominick, G. and Winfree, K.N. 2017 2017 IEEE EMBS International Conference on Biomedical & Health Informatics Methods Flex Adults Steps
Intensity
The Accuracy of Personal Activity Monitoring Devices
details
Battenberg, A.K., Donohoe, S., Robertson, N. and Schmalzried, T.P. 2017 Seminars in Arthroplasty Validation One
Force
Adults Steps
Does supplementation with carnosine improve cardiometabolic health and cognitive function in patients with pre-diabetes and type 2 diabetes? study protocol for a randomised, double-blind, placebo-controlled trial
details
Baye, E., Menon, K., de Courten, M.P., Earnest, A., Cameron, J. and de Courten, B. 2017 BMJ Open Methods Charge HR Patients
Adults
Steps
Energy Expenditure
Intensity
Heart Rate
Estimation of sleep stages in a healthy adult population from optical plethysmography and accelerometer signals
details
Beattie, Z., Oyang, Y., Statan, A., Ghoreyshi, A., Pantelopoulos, A., Russell, A. and Heneghan, C. 2017 Physiological Measurement Validation Surge Adults Sleep
Estimation of Sleep Stages Using Cardias and Accelerometer Data from a Wrist-Worn Device
details
Beattie, Z., Pantelopoulos, A., Ghoreyshi, A., Oyang, Y., Statan, A. and Heneghan, C. 2017 Sleep Validation Charge 2 Adults Sleep
Exploring the Association Between Self-Reported Asthma Impact and Fitbit-Derived Sleep Quality and Physical Activity Measures in Adolescents
details
Bian, J., Guo, Y., Xie, M., Parish, A.E., Wardlaw, I., Brown, R., Modave, F., Zheng, D. and Perry, T.T. 2017 JMIR mHealth and uHealth Measurement Charge HR Patients
Children
Steps
Intensity
Sleep
Impact of a Wireless "Wearable" Device to Measure Daily Activity in Patients With Coronary Microvascular Disease Treated With Late Na Channel Inhibition (ranolazine): a Substudy of the RWISE Clinical Trial
details
Birkeland, K., Khandwalla, R.M., Kedan, I., Shufelt, C.L., Mehta, P.K., Minissian, M.B., Wei, J., Handberg, E.M., Thomson, L.E., Berman, D.S., Petersen, J.W., Anderson, R.D., Cook-Wiens, G., Pepine, C.J. and Bairey Merz, C.N. 2017 Circulation: Cardiovascular Quality and Outcomes Clinical Care
Measurement
Flex Patients
Adults
Steps
Determining the Reliability of Several Consumer-Based Physical Activity Monitors
details
Bock, J., Kaminsky, L., Harber, M. and Montoye, A. 2017 Technologies Validation One
Zip
Flex
Adults Steps
Energy Expenditure
Intensity
Accuracy of Wearable Devices for Determining Physiological Measures during Different Physical Activities
details
Boudreaux, B.D., Cormier, C.L., Williams, B.M., Hebert, E.P. and Kraemer, R.R. 2017 Medicine & Science in Sports & Exercise Validation Charge HR Adults Steps
Energy Expenditure
Heart Rate
Validity of Fitbit's active minutes as compared with a research-grade accelerometer and self-reported measures
details
Brewer, W., Swanson, B.T. and Ortiz, A. 2017 BMJ Open Sport & Exercise Medicine Validation Adults Steps
Intensity
Establishing Linkages Between Distributed Survey Responses and Consumer Wearable Device Datasets: A Pilot Protocol
details
Brinton, J.E., Keating, M.D., Ortiz, A.M., Evenson, K.R. and Furberg, R.D. 2017 JMIR Research Protocols Measurement Adults Steps
Energy Expenditure
Intensity
Distance
Sleep
Heart Rate
Does Stress Result in You Exercising Less? Or Does Exercising Result in You Being Less Stressed? Or Is It Both? Testing the Bi-directional Stress-Exercise Association at the Group and Person (N of 1) Level
details
Burg, M.M., Schwartz, J.E., Kronish, I.M., Diaz, K.M., Alcantara, C., Duer-Hefele, J. and Davidson, K.W. 2017 Annals of Behavioral Medicine Measurement Flex Adults Steps
Intensity
Mobile Technology to Monitor Physical Activity and Wellbeing in Daily Life - Objective and Subjective Experiences of Older Adults
details
Cabrita, M., Tabak, M. and Vollenbroek-Hutten, M.M. 2017 Proceedings of the 3rd International Conference on Information and Communication Technologies for Aging Well and e-Health Usability Zip Older Adults Steps
Intensity
Distance
The Accuracy of Heart Rate Monitoring by Some Wrist-Worn Activity Trackers
details
Cadmus-Bertram, L., Gangnon, R., Wirkus, E.J., Thraen-Borowski, K.M. and Gorzelitz-Liebhauser, J. 2017 Annals of Internal Medicine Validation Charge HR Adults Heart Rate
A novel stepped-care approach to weight loss: The role of self-monitoring and health literacy in treatment outcomes
details
Carels, R.A., Selensky, J.C., Rossi, J., Solar, C. and Hlavka, R. 2017 Eating Behaviors Intervention Zip Adults Steps
Food
The efficacy of wearable activity tracking technology as part of a weight loss program: a systematic review.
details
Cheatham, S.W., Stull, K.R., Fantigrassi, M. and Motel, I. 2017 The Journal of sports medicine and physical fitness Review Adults
Short-Term Efficacy of an Innovative Mobile Phone Technology-Based Intervention for Weight Management for Overweight and Obese Adolescents: Pilot Study.
details
Chen, J.-L., Guedes, C.M., Cooper, B.A. and Lung, A.E. 2017 Interactive Journal of Medical Research Intervention Flex Adolescents Steps
Accuracy of step count measured by physical activity monitors: the effect of gait speed and anatomical placement site.
details
Chow, J.J., Thom., J.M., Wewege, M.A., Ward, R.E. and Parmenter, B.J. 2017 Gait & Posture Validation One
Flex
Charge HR
Adults Steps
Accuracy of Accelerometer (Fitbit® ChargeHR™) Measured Distance and Heart Rate in Patients with Pulmonary Arterial Hypertension
details
Chowdhury, A., Sehgal, S., Rabih, F., Gadre, A. and Highland, K.B. 2017 American Journal of Respiratory and Critical Care Medicine Validation Charge HR Patients
Adults
Distance
Heart Rate
Assessment of laboratory and daily energy expenditure estimates from consumer multi-sensor physical activity monitors
details
Chowdhury, E.A., Western, M.J., Nightingale, T.E., Peacock, O.J. and Thompson, D. 2017 PLOS ONE Validation Charge HR Adults Energy Expenditure
Comparison of wrist-worn Fitbit Flex and waist-worn ActiGraph for measuring steps in free-living adults
details
Chu, A.H.Y., Ng, S.H.X., Paknezhad, M., Gauterin, A., Koh, D., Brown, M.S. and Müller-Riemenschneider, F. 2017 PLOS ONE Validation Flex Adults Steps
Pulmonary exposure to metal fume particulate matter cause sleep disturbances in shipyard welders
details
Chuang, H.-C., Su, T.-Y., Chuang, K.-J., Hsiao, T.-C., Lin, H.-L., Hsu, Y.-T., Pan, C.-H., Lee, K.-Y., Ho, S.-C. and Lai, C.-H. 2017 Environmental Pollution Measurement Charge HR Adults Sleep
Acceptability of the Fitbit in behavioural activation therapy for depression: a qualitative study.
details
Chum, J., Kim, M.S., Zielinski, L., Bhatt, M., Chung, D., Yeung, S., Litke, K., McCabe, K., Whattam, J., Garrick, L., O'Neill, L., Goyert, S., Merrifield, C., Patel, Y. and Samaan, Z. 2017 Evidence-based Mental Health Usability One Patients
Adults
Steps
A 30-month worksite-based lifestyle program to promote cardiovascular health in middle-aged bank employees: Design of the TANSNIP-PESA randomized controlled trial
details
Coffeng, J.K., van der Ploeg, H.P., Castellano, J.M., Fernández-Alvira, J.M., Ibáñez, B., García-Lunar, I., van der Beek, A.J., Fernández-Ortiz, A., Mocoroa, A., García-Leal, L., Cárdenas, E., Rojas, C., Martínez-Castro, M.I., Santiago-Sacristán, S., Fernández-Gallardo, M., Mendiguren, J.M., Bansilal, S., van Mechelen, W. and Fuster, V. 2017 American Heart Journal Methods Flex Adults
Applicability of consumer activity monitor data in marathon events: an exploratory study
details
Constantinou, V., Felber, A.E. and Chan, J.L. 2017 Journal of Medical Engineering & Technology Validation Adults Steps
Energy Expenditure
Distance
Utility of the Fitbit Flex to Evaluate Sleep in Major Depressive Disorder: A comparison against polysomnography and wrist-worn actigraphy
details
Cook, J.D., Prairie, M.L., Plante, D.T., Finn, L., Benca, R., Nielsen, G., Straume, S., Nordhus, I., Coleman, J., Lee-Chiong, T., Pancer, J., Swick, T., Committee, S. and Medicine, A. 2017 Journal of Affective Disorders Validation Flex Patients
Adults
Sleep
Development of the Physical activity and Your Nutrition for Cancer (PYNC) smartphone app for preventing breast cancer in women
details
Coughlin, S.S., Besenyi, G.M., Bowen, D. and De Leo, G. 2017 mHealth Methods Adults Steps
Goals
Healthy lifestyle intervention for adult clinic patients with type 2 diabetes mellitus
details
Coughlin, S.S., Hatzigeorgiou, C., Anglin, J., Xie, D., Besenyi, G.M., De Leo, G., Stewart, J. and Wilkins, T. 2017 Diabetes Management Methods Blaze Patients
Adults
Steps
Intensity
Sleep
Heart Rate
A pragmatic, phase III, multisite, double-blind, placebo-controlled, parallel-arm, dose increment randomised trial of regular, low-dose extended-release morphine for chronic breathlessness: Breathlessness, Exertion And Morphine Sulfate (BEAMS) study protocol
details
Currow, D., Watts, G.J., Johnson, M., McDonald, C.F., Miners, J.O., Somogyi, A.A., Denehy, L., McCaffrey, N., Eckert, D.J., McCloud, P., Louw, S., Lam, L., Greene, A., Fazekas, B., Clark, K.C., Fong, K., Agar, M.R., Joshi, R., Kilbreath, S., Ferreira, D. and Ekström, M. 2017 BMJ Open Methods Charge HR Patients
Adults
Steps
Intensity
Sleep
Using Wrist-Worn Sensors to Measure and Compare Physical Activity Changes for Patients Undergoing Rehabilitation
details
Dahmne, J., Fleur, A.L., Sprint, G., Cook, D. and Weeks, D.L. 2017 The Third IEEE International Workshop on Sensing Systems and Applications Using Wrist Worn Smart Devices Methods Charge HR Patients
Adults
Steps
Heart Rate
Using Wrist-Worn Actigraphic Devices to Measure Sleep in People with Huntington's Disease
details
Dao, P., Maskevich, S., Jumabhoy, R., Drummond, S. and Stout, J. 2017 Sleep Validation One Patients
Adults
Sleep
Nurses’ Physical Activity Study: Caring For You So You Can Care For Others
details
Das, B.M., Clemmons, B.S., Kemble, C.D., Schreier, A.M. and Mahar, M.T. 2017 Medicine & Science in Sports & Exercise Intervention Flex Adults Steps
Intensity
Performance of an Artificial Pancreas System for Young Children with Type 1 Diabetes
details
DeBoer, M.D., Breton, M.D., Wakeman, C., Schertz, E.M., Emory, E.G., Robic, J.L., Kollar, L.L., Kovatchev, B.P. and Cherñavvsky, D.R. 2017 Diabetes Technology & Therapeutics Measurement Charge HR Patients
Children
Steps
Heart Rate
Does Wearable Technology Provide Accurate Heart Rate Measures While Playing Pickleball Doubles?
details
Denning, M., Smith, M., Zagrodnik, J. and Ruden, T. 2017 Medicine & Science in Sports & Exercise Validation Charge HR Adults Heart Rate
Learning pulse: a machine learning approach for predicting performance in self-regulated learning using multimodal data
details
Di Mitri, D., Scheffel, M., Drachsler, H., Börner, D., Ternier, S. and Specht, M. 2017 Proceedings of the Seventh International Learning Analytics & Knowledge Conference Methods Charge HR Adults Steps
Heart Rate
An Examination of Body Mass Index Influence on Activity Tracker Accuracy
details
Dondzila, C., Johnson, H. and Steckel, M. 2017 Medicine & Science in Sports & Exercise Validation One
Charge HR
Adults Steps
Intensity
Estimating Accuracy at Exercise Intensities: A Comparative Study of Self-Monitoring Heart Rate and Physical Activity Wearable Devices
details
Dooley, E.E., Golaszewski, N.M. and Bartholomew, J.B. 2017 JMIR mHealth and uHealth Validation Charge HR Adults Energy Expenditure
Heart Rate
Varying Exercise Intensities: The Accuracy of Three Self-Monitoring Heart Rate and Physical Activity Wearable Devices
details
Dooley, E.E., Golaszewski, N.M. and Bartholomew, J.B. 2017 Medicine & Science in Sports & Exercise Validation Charge HR Adults Energy Expenditure
Heart Rate
Accelerometer-based sleep behavior and activity levels in student athletes in comparison to student non-athletes
details
Driller, M.W., Dixon, Z.T. and Clark, M.I. 2017 Sport Sciences for Health Measurement Flex Adults Steps
Energy Expenditure
Intensity
Distance
Sleep
Quantitative and qualitative measures of poststroke walking activity with inertial technologies
details
Duclos, N., Tavares, L.A., Parent, G., Aissaoui, R., Nadeau, S. and Duclos, C. 2017 Annals of Physical and Rehabilitation Medicine Validation One Patients
Adults
Steps
Activity Trackers Implement Different Behavior Change Techniques for Activity, Sleep, and Sedentary Behaviors.
details
Duncan, M., Murawski, B., Short, C.E., Rebar, A.L., Schoeppe, S., Alley, S., Vandelanotte, C. and Kirwan, M. 2017 Interactive Journal of Medical Research Review NA NA
Feasibility study protocol to examine the role of mantra meditation at reducing psychological distress in emergency department staff
details
Dunne, P.J., O'Leary, C., Prihodova, L., Breen, R., Walsh, C., Freeman, L., Carroll, A., McMahon, G. and White, B. 2017 International Journal of Clinical Trials Methods Charge 2 Adults Sleep
Heart Rate
Restoring effective sleep tranquility (REST): A feasibility and pilot study
details
Eakman, A.M., Schmid, A.A., Henry, K.L., Rolle, N.R., Schelly, C., Pott, C.E. and Burns, J.E. 2017 British Journal of Occupational Therapy Intervention Flex Patients
Adults
Sleep
Effect of personal activity trackers on weight loss in families enrolled in a comprehensive behavioral family-lifestyle intervention program in the federally qualified health center setting: A randomized controlled trial
details
Espinoza, J., Chen, A., Orozco, J., Deavenport-Saman, A. and Yin, L. 2017 Contemporary Clinical Trials Communications Methods Flex Patients
Children
Steps
Assessing Validity of the Fitbit Indicators for U.S. Public Health Surveillance
details
Evenson, K.R., Wen, F. and Furberg, R.D. 2017 American Journal of Preventive Medicine Methods Adults
The Validity of Consumer-Level Activity Monitors in Healthy Older Adults in Free-Living Conditions
details
Farina, N. and Lowry, R.G. 2017 Journal of Aging and Physical Activity Validation Charge HR Older Adults Steps
Exploring Compliance: Observations from a Large Scale Fitbit Study
details
Faust, L., Purta, R., Hachen, D., Striegel, A., Poellabauer, C., Lizardo, O. and Chawla, N.V. 2017 Proceedings of the 2nd International Workshop on Social Sensing - SocialSens'17 Measurement
Methods
Charge HR Adults Steps
Sleep
Heart Rate
Virtual weight loss program for African-American breast cancer survivors: Preliminary results.
details
Ferrante, J.M., Doose, M., Bator, A., Devine, K., Ohman Strickland, P., Angelino, A., Lee, J., Koransky, A., Hwang, K. and Bandera, E. 2017 Journal of Clinical Oncology Intervention Patients
Adults
Steps
Caloric Expenditure Using Indirect Calorimetry, Apple Watch Sport, and Fitbit Zip
details
Ferrara CM, Smyth S, Mullan E and Burke C 2017 Journal of Exercise Physiology Validation Zip Adults Energy Expenditure
Day2day: investigating daily variability of magnetic resonance imaging measures over half a year.
details
Filevich, E., Lisofsky, N., Becker, M., Butler, O., Lochstet, M., Martensson, J., Wenger, E., Lindenberger, U. and Kühn, S. 2017 BMC Neuroscience Measurement One Adults Steps
Sleep
Fitbit and Fitabase Technology: Tracking and Evaluating Youth Physical Activity
details
Franzen-Castle, L., Dunker, T., Chai, W. and Krehbiel, M. 2017 Journal of Extension Methods Charge Adolescents Steps
System identification of Just Walk: A behavioral mHealth intervention for promoting physical activity
details
Freigoun, M.T., Martin, C.A., Magann, A.B., Rivera, D.E., Phatak, S.S., Korinek, E.V. and Hekler, E.B. 2017 2017 American Control Conference Methods Zip Adults Steps
Comparison Between SenseWear and FitBit Physical Activity Monitors in Chronic Obstructive Pulmonary Disease
details
Fuhr, D., Michaelchuk, W. and Stickland, M. 2017 American Journal of Respiratory and Critical Care Medicine Measurement Flex Patients
Adults
Steps
Energy Expenditure
Subjective Age and Physical Activity: A Daily-Dieary Study with Commercially Available Wearables
details
Gabrian, M. 2017 Innovation in Aging Measurement Older Adults Steps
Accuracy of Fitbit Activity Trackers During Walking in a Controlled Setting
details
Gamez, J.L., Gonzalez, J., Leyva, P., Figueroa, I.A., Lucio, N., Salazar, V.E., Salazar, C., Garcia, M. and Funk, M.D. 2017 Medicine & Science in Sports & Exercise Validation One
Zip
Flex
Charge HR
Blaze
Adults Steps
Accuracy of Smartwatches in Assessing College Students’ Energy Expenditure in Exercise with Different Intensities
details
Gao, Z., Li, X., Zeng, N., Pope, Z., Yang, H., Liu, W., Xiong, H., Chen, Y., Li, J. and He, W. 2017 Medicine & Science in Sports & Exercise Validation Surge Adults Energy Expenditure
A Bit of Fit: Minimalist Intervention in Adolescents Based on a Physical Activity Tracker.
details
Gaudet, J., Gallant, F. and Bélanger, M. 2017 JMIR mHealth and uHealth Intervention Charge HR Adolescents Steps
Intensity
Heart Rate
Home-Based Trials in Adolescent Migraine
details
Gelfand, A.A., Qubty, W., Patniyot, I., Grimes, B., Pletcher, M.J., Goadsby, P.J. and Cummings, S.R. 2017 JAMA Neurology Intervention Adolescents Sleep
The Role of Fitbits in Corporate Wellness Programs: Does Step Count Matter?
details
Giddens, L., Leidner, D. and Gonzalez, E. 2017 Hawaii International Conference on System Sciences (HICSS) 2017 Measurement Flex Adults Steps
Variable Accuracy of Wearable Heart Rate Monitors during Aerobic Exercise
details
Gillinov, S., Etiwy, M., Wang, R., Blackburn, G., Phelan, D., Gillinov, A.M., Houghtaling, P., Javadikasgari, H. and Desai, M.Y. 2017 Medicine & Science in Sports & Exercise Validation Blaze Adults Heart Rate
Personalized Mobile Health Intervention for Health and Weight Loss in Postpartum Women Receiving Women, Infants, and Children Benefit: A Randomized Controlled Pilot Study
details
Gilmore, L.A., Klempel, M.C., Martin, C.K., Myers, C.A., Burton, J.H., Sutton, E.F. and Redman, L.M. 2017 Journal of Women's Health Intervention Zip Adults Steps
Enhancing mHealth Technology in the Patient-Centered Medical Home Environment to Activate Patients With Type 2 Diabetes: A Multisite Feasibility Study Protocol.
details
Gimbel, R., Shi, L., Williams, J.E., Dye, C.J., Chen, L., Crawford, P., Shry, E.A., Griffin, S.F., Jones, K.O., Sherrill, W.W., Truong, K., Little, J.R., Edwards, K.W., Hing, M. and Moss, J.B. 2017 JMIR Research Protocols Methods Charge Patients
Adults
Steps
Sleep
OPREVENT2: Design of a multi-institutional intervention for obesity control and prevention for American Indian adults.
details
Gittelsohn, J., Jock, B., Redmond, L., Fleischhacker, S., Eckmann, T., Bleich, S.N., Loh, H., Ogburn, E., Gadhoke, P., Swartz, J., Pardilla, M. and Caballero, B. 2017 BMC Public Health Methods Adults
Physical activity levels in individuals with and without patellofemoral pain
details
Glaviano, N.R., Baellow, A. and Saliba, S. 2017 Physical Therapy in Sport Measurement Charge HR Patients
Adults
Steps
Intensity
Influence of the Fitbit Charge HR on physical activity, aerobic fitness and disability in non-specific back pain participants.
details
Gordon, R. and Bloxham, S. 2017 The Journal of Sports Medicine and Physical Fitness Intervention Charge HR Patients
Adults
Steps
Fitbit Charge HR Wireless Heart Rate Monitor: Validation Study Conducted Under Free-Living Conditions
details
Gorny, A.W., Liew, S.J., Tan, C.S. and Müller-Riemenschneider, F. 2017 JMIR mHealth and uHealth Validation Charge HR Adults Heart Rate
Reversal of type 2 diabetes in youth who adhere to a very-low-energy diet: a pilot study
details
Gow, M.L., Baur, L.A., Johnson, N.A., Cowell, C.T. and Garnett, S.P. 2017 Diabetologia Intervention One Children
Adolescents
Steps
Meaningful weight loss in obese postmenopausal women: A pilot study of high-intensity interval training and wearable technology.
details
Grossman, J.A., Arigo, D. and Bachman, J.L. 2017 Menopause Intervention Charge HR Adults Steps
Intensity
Heart Rate
Can a Made-for-Consumer Activity Monitor Assess Physical Activity in Adolescents and Young Adults After Lower Extremity Limb Salvage for Osseous Tumors?
details
Gundle, K.R., Punt, S.E., Mattioli-Lewis, T. and Conrad, E.U. 2017 Journal of Pediatric Orthopaedics Measurement One Adolescents Steps
FitViz: A Personal Informatics Tool for Self-management of Rheumatoid Arthritis
details
Gupta, A., Tong, X., Shaw, C., Li, L. and Feehan, L. 2017 2017 International Conference on Human-Computer Interaction Usability
Measurement
Flex Patients
Adults
Steps
Intensity
Accuracy of the Fitbit Zip for Measuring Steps for Adolescents With Visual Impairments
details
Haegele, J.A., Brian, A.S. and Wolf, D. 2017 Adapted Physical Activity Quarterly Validation Zip Patients
Adolescents
Steps
Regular exercise improves the well-being of parents of children with cancer
details
Halliday, G.C., Miles, G.C.P., Marsh, J.A., Kotecha, R.S. and Alessandri, A.J. 2017 Pediatric Blood & Cancer Intervention Adults Steps
Physical activity among children: objective measurements using Fitbit One® and ActiGraph
details
Hamari, L., Kullberg, T., Ruohonen, J., Heinonen, O.J., Díaz-Rodríguez, N., Lilius, J., Pakarinen, A., Myllymäki, A., Leppänen, V. and Salanterä, S. 2017 BMC Research Notes Validation One Children Steps
Zero Cadence as a Proxy Indicator of Sitting Behaviors in Objective Monitoring
details
Han, H., Aguiar, E.J., Ducharme, S., Lim, J., Moore, C., Busa, M.A., Sirard, J.R., Chipkin, S.R., Staudenmayer, J. and Tudor-Locke, C. 2017 Medicine & Science in Sports & Exercise Methods One Adults Steps
Validity Of The Diagnostix 2100 And Fitbit Charge HR In Assessing Heart Rate
details
Hardekopf, P. and Fountaine, C. 2017 Medicine & Science in Sports & Exercise Validation Charge HR Adults Heart Rate
A Trial of Financial and Social Incentives to Increase Older Adults' Walking
details
Harkins, K.A., Kullgren, J.T., Bellamy, S.L., Karlawish, J. and Glanz, K. 2017 American Journal of Preventive Medicine Intervention Ultra Older Adults Steps
Randomized controlled trial of increasing physical activity on objectively measured and self-reported cognitive functioning among breast cancer survivors: The memory & motion study
details
Hartman, S.J., Nelson, S.H., Myers, E., Natarajan, L., Sears, D.D., Palmer, B.W., Weiner, L.S., Parker, B.A. and Patterson, R.E. 2017 Cancer Intervention One Patients
Adults
Steps
Tea, talk and technology: patient and public involvement to improve connected health ‘wearables' research in dementia
details
Hassan, L., Swarbrick, C., Sanders, C., Parker, A., Machin, M., Tully, M.P. and Ainsworth, J. 2017 Research Involvement and Engagement Usability Charge HR Older Adults NA
Determinants for Sustained Use of an Activity Tracker: Observational Study
details
Hermsen, S., Moons, J., Kerkhof, P., Wiekens, C. and De Groot, M. 2017 JMIR mHealth and uHealth Measurement Zip Adults Steps
Using mobile technologies with psychiatric patients: Assessing the potential to reduce risk of developing diseases related to inactivity
details
Holubova, A., Schlenker, J., Socha, V., Muzik, J., Gillar, D., Doksansky, M., Polacek, M., Hana, K., Kaspar, J., Smrcka, P., Cendelinova, M. and Gojda, J. 2017 2017 IEEE 15th International Symposium on Applied Machine Intelligence and Informatics (SAMI), Measurement Flex Patients
Adults
Steps
A Multi-Level, Mobile-Enabled Intervention to Promote Physical Activity in Older Adults in the Primary Care Setting (iCanFit 2.0): Protocol for a Cluster Randomized Controlled Trial
details
Hong, Y.A., Forjuoh, S.N., Ory, M.G., Reis, M.D. and Sang, H. 2017 JMIR Research Protocols Methods Flex 2 Older Adults Steps
Intensity
Sleep
MyAirCoach: the use of home-monitoring and mHealth systems to predict deterioration in asthma control and the occurrence of asthma exacerbations; study protocol of an observational study.
details
Honkoop, P.J., Simpson, A., Bonini, M., Snoeck-Stroband, J.B., Meah, S., Fan Chung, K., Usmani, O.S., Fowler, S. and Sont, J.K. 2017 BMJ Open Methods Charge HR Patients
Adults
Steps
Intensity
Heart Rate
Validity of the Fitbit One for Measuring Activity in Community-Dwelling Stroke Survivors
details
Hui, J., Heyden, R., Bao, T., Accettone, N., McBay, C., Richardson, J. and Tang, A. 2017 Physiotherapy Canada Validation One Patients
Adults
Steps
The Accuracy of Pedometers in Measuring Walking Steps on a Treadmill in College Students
details
Husted, H. and Llewellyn, T. 2017 International Journal of Exercise Science Validation Charge Adults Steps
Comparison of four Fitbit and Jawbone activity monitors with a research-grade ActiGraph accelerometer for estimating physical activity and energy expenditure
details
Imboden, M.T., Nelson, M.B., Kaminsky, L.A. and Montoye, A.H. 2017 British Journal of Sports Medicine Validation One
Zip
Flex
Adults Steps
Intensity
Wrist-Worn Activity Monitoring Devices Overestimate Sleep Duration and Efficiency in Healthy Adults
details
Jumabhoy, R., Dao, P., Maskevich, S., Stout, J. and Drummond, S. 2017 Sleep Validation One Adults Sleep
Ka-HOLO Project: a protocol for a randomized controlled trial of a native cultural dance program for cardiovascular disease prevention in Native Hawaiians
details
Kaholokula, J.K., Look, M.A., Wills, T.A., de Silva, M., Mabellos, T., Seto, T.B., Ahn, H.J., Sinclair, K.A. and Buchwald, D. 2017 BMC Public Health Methods Flex Adults Steps
Energy Expenditure
Intensity
Distance
Validity of a commercial wearable sleep tracker in adult insomnia disorder patients and good sleepers
details
Kang, S.-G., Kang, J.M., Ko, K.-P., Park, S.-C., Mariani, S. and Weng, J. 2017 Journal of Psychosomatic Research Validation Flex Patients
Adults
Sleep
Blood Glucose Control and Related Factors at a Camp for Korean Children and Adolescents with Type 1 Diabetes
details
Kang, N., Lee, J., Park, D.-H., Lee, S.-K., Nam, S.-Y., Lee, S., Kim, M., Kang, H., Kim, E., Kim, M. and Sohn, M. 2017 Comprehensive Child and Adolescent Nursing Measurement Flex Patients
Children
Adolescents
Steps
Examination of a Wearable Activity Tracker to Assess Children’s Physical Activity
details
Kang, S.-K., An, H.-S., Hong, S. and Lee, J-M. 2017 Medicine & Science in Sports & Exercise Validation Charge HR Children Intensity
Physical Activity to Reduce Fatigue in Rheumatoid Arthritis: A Randomized, Controlled Trial
details
Katz, P., Margaretten, M., Gregorich, S. and Trupin, L. 2017 Arthritis Care & Research Intervention Zip Patients
Adults
Steps
The Motivational Impact of Wearable Healthy Lifestyle Technologies: A Self-determination Perspective on Fitbits With Adolescents
details
Kerner, C. and Goodyear, V.A. 2017 American Journal of Health Education Measurement Charge Adolescents NA
Development of an innovative mHealth platform for remote physical activity monitoring and health coaching of cardiac rehabilitation patients
details
Kitsiou, S., Thomas, M., Marai, G.E., Maglaveras, N., Kondos, G., Arena, R. and Gerber, B. 2017 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) Usability Charge HR Patients
Adults
Steps
Intensity
Heart Rate
Consumer-Based Physical Activity Monitor as a Practical Way to Measure Walking Intensity During Inpatient Stroke Rehabilitation
details
Klassen, T.D., Semrau, J.A., Dukelow, S.P., Bayley, M.T., Hill, M.D. and Eng, J.J. 2017 Stroke Validation One Patients
Adults
Steps
Active2Gether: A Personalized m-Health Intervention to Encourage Physical Activity
details
Klein, M., Manzoor, A. and Mollee, J. 2017 Sensors Methods One Adults Steps
Intensity
The Volunteering-in-Place Program: Meaningful Volunteer Activity for Assisted Living Residents
details
Klinedinst, J. 2017 Innovation in Aging Intervention Older Adults
Implementation of a Home Monitoring System for Heart Failure Patients: A Feasibility Study.
details
Kohn, M.S., Haggard, J., Kreindler, J., Birkeland, K., Kedan, I., Zimmer, R. and Khandwalla, R. 2017 JMIR Research Protocols Methods Flex Patients
Adults
Steps
Heart Rate Assessment by Smart Watch: Utility or Futility?
details
Koshy, A., Sajeev, J., Zureik, M., Rajakariar, K., Street, M., Cosgrave, N., Wong, M., Hamer, A., Cooke, J., Roberts, L. and Teh, A. 2017 Heart, Lung and Circulation Validation Blaze Patients
Adults
Heart Rate
Wearable technology to reduce sedentary behavior and CVD risk in older adults: Design of a randomized controlled trial
details
Krehbiel, L.M., Layne, A.S., Sandesara, B., Manini, T.M., Anton, S.D. and Buford, T.W. 2017 Contemporary Clinical Trials Communications Methods Zip Adults Steps
Intensity
N-of-1 study of weight loss maintenance assessing predictors of physical activity, adherence to weight loss plan and weight change
details
Kwasnicka, D., Dombrowski, S.U., White, M. and Sniehotta, F.F. 2017 Psychology & Health Measurement One
Aria
Adults Steps
Weight
Use of a mobile social networking intervention for weight management: a mixed-methods study protocol
details
Laranjo, L., Lau, A.Y.S., Martin, P., Tong, H.L. and Coiera, E. 2017 BMJ Open Methods Flex 2 Adults Steps
Weight
Use It And Lose It: Fitbit Use, Daily Steps, And Weight Change Among Overweight Adults
details
Larsen, C.A., Monroe, C.M. and West, D.S. 2017 Medicine & Science in Sports & Exercise Intervention Zip Adults Steps
Comparison of Wearable Activity Tracker with Actigraphy for Sleep Evaluation and Circadian Rest-Activity Rhythm Measurement in Healthy Young Adults
details
Lee, H.-A., Lee, H.-J., Moon, J.-H., Lee, T., Kim, M.-G., In, H., Cho, C.-H. and Kim, L. 2017 Psychiatry Investigation Validation Charge HR Adults Steps
Sleep
Heart Rate
Evaluation of Commercial Self-Monitoring Devices for Clinical Purposes: Results from the Future Patient Trial, Phase I.
details
Leth, S., Hansen, J., Nielsen, O.W. and Dinesen, B. 2017 Sensors Validation One
Zip
Charge HR
Adults Steps
Heart Rate
A Community-Based Physical Activity Counselling Program for People With Knee Osteoarthritis: Feasibility and Preliminary Efficacy of the Track-OA Study
details
Li, L.C., Sayre, E.C., Xie, H., Clayton, C. and Feehan, L.M. 2017 JMIR mHealth and uHealth Intervention Flex Patients
Adults
Steps
Metformin to Augment Strength Training Effective Response in Seniors (MASTERS): study protocol for a randomized controlled trial
details
Long, D.E., Peck, B.D., Martz, J.L., Tuggle, S.C., Bush, H.M., McGwin, G., Kern, P.A., Bamman, M.M. and Peterson, C.A. 2017 Trials Intervention Flex Older Adults
Patients
Steps
Intensity
Financial incentives and health coaching to improve physical activity following total knee replacement: a randomized controlled trial
details
Losina, E., Collins, J.E., Deshpande, B.R., Smith, S.R., Michl, G.L., Usiskin, I.M., Klara, K.M., Winter, A.R., Yang, H.Y., Selzer, F. and Katz, J.N. 2017 Arthritis Care & Research Intervention Zip Older Adults
Patients
Steps
Fitness band accuracy in older community dwelling adults
details
Madigan, E.A. 2017 Health Informatics Journal Validation Flex Older Adults Steps
Step Count Accuracy and Reliability from Activity Monitors Worn by Mobility-Intact Older Adults
details
Maganja, S., Donaldson, M. and Mackey, D. 2017 Innovation in Aging Validation One
Charge
Older Adults Steps
Aerobic exercise training in children and adolescents with inflammatory bowel disease: Influence on psychological functioning, sleep and physical performance – An exploratory trial
details
Mählmanna, L., Gerber, M., Furlano, R.I., Legeret, C., Kalak, N., Holsboer-Trachsler, E. and Brand, S. 2017 Mental Health and Physical Activity Intervention Flex Children
Adolescents
Steps
Validity of the Fitbit? Distance Traveled Feature Among Multiple Speed Trials
details
Marton, C.J. 2017 Medicine & Science in Sports & Exercise Validation Charge Adults Distance
Pilot Validation of Ambulatory Activity Monitors for Sleep Measurement in Huntington's Disease Gene Carriers
details
Maskevich, S., Jumabhoy, R., Dao, P.D., Stout, J.C. and Drummond, S.P. 2017 Journal of Huntington's Disease Validation One Patients
Adults
Sleep
Explaining System Missing: Missing Data and Experience Sampling Method
details
McLean, D.C., Nakamura, J. and Csikszentmihalyi, M. 2017 Social Psychological and Personality Science Measurement Flex Adults Steps
Sleep
Assessing the Effects of Interpersonal and Intrapersonal Behavior Change Strategies on Physical Activity in Older Adults: a Factorial Experiment
details
McMahon, S.K., Lewis, B., Oakes, J.M., Wyman, J.F., Guan, W. and Rothman, A.J. 2017 Annals of Behavioral Medicine Intervention One Older Adults Steps
Intensity
Distance
Impact of work-hours and sleep on well-being and burnout for physicians-in-training: the prospective RATE Study
details
Mendelsohn, D., Despot, I., Gooderham, P., Singhal, A., Redekop, G. and Toyota, B. 2017 Canadian Journal of Neurological Sciences Measurement Adults Steps
Data driven multi-agent m-health system to characterize the daily activities of elderly people
details
Mendes, S., Queiroz, J. and Leitao, P. 2017 2017 12th Iberian Conference on Information Systems and Technologies Measurement
Methods
Charge HR Older Adults Steps
Intensity
Sleep
Heart Rate
A Fitbit and Facebook mHealth intervention for promoting physical activity among adolescent and young adult childhood cancer survivors: A pilot study
details
Mendoza, J.A., Baker, K.S., Moreno, M.A., Whitlock, K., Abbey-Lambertz, M., Waite, A., Colburn, T. and Chow, E.J. 2017 Pediatric Blood & Cancer Intervention Flex Adolescents Steps
Crafting a View of Self-Tracking Data in the Clinical Visit
details
Mentis, H.M., Komlodi, A., Schrader, K., Phipps, M., Gruber-Baldini, A., Yarbrough, K. and Shulman, L. 2017 Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems Usability Zip Patients
Adults
Steps
Identification and Classification of Usage Patterns in Long-Term Activity Tracking
details
Meyer, J., Wasmann, M., Heuten, W., El Ali, A. and Boll, S.C. 2017 Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems Review
Methods
Ultra
One
Zip
Flex
Adults Steps
A Validation Study of the Fitbit One in Daily Life Using Different Time Intervals
details
Middelweerd, A., Van der Ploeg, H.P., Van Halteren, A., Twisk, J., Brug, J. and Te Velde, S.J. 2017 Medicine & Science in Sports & Exercise Validation One Adults Steps
Intensity
Increasing physical activity through an Internet-based motivational intervention supported by pedometers in a sample of sedentary students: A randomised controlled trial
details
Miragall, M., Domínguez-Rodríguez, A., Navarro, J., Cebolla, A. and Baños, R.M. 2017 Psychology & Health Intervention One Adults Steps
Mobile Device Accuracy for Step Counting Across Age Groups.
details
Modave, F., Guo, Y., Bian, J., Gurka, M.J., Parish, A., Smith, M.D., Lee, A.M. and Buford, T.W. 2017 JMIR mHealth and uHealth Validation Surge Older Adults
Adults
Steps
Types of Social Support and Weight Change among Overweight Adults
details
Monroe, C.M., Larsen, C. and West, D. 2017 Medicine & Science in Sports & Exercise Intervention Zip
Aria
Adults Weight
Energy Expenditure and Step Count Analysis of the Fitbit Flex Activity Tracker
details
Montes, J. and Navalta, J. 2017 Medicine & Science in Sports & Exercise Validation Flex Adults Steps
Energy Expenditure
Comparative Accuracy of a Wrist-Worn Activity Tracker and a Smart Shirt for Physical Activity Assessment
details
Montoye, A.H.K., Mitrzyk, J.R. and Molesky, M.J. 2017 Measurement in Physical Education and Exercise Validation Charge HR Adults Steps
Energy Expenditure
Heart Rate
Determining Resident Sleep during and after Call with Commercial Sleep Monitoring Devices.
details
Morhardt, D.R., Luckenbaugh, A., Goldstein, C. and Faerber, G.J. 2017 Urology Measurement Flex Adults Sleep
Development and evaluation of two web-based interventions for the promotion of physical activity in older adults: study protocol for a community-based controlled intervention trial
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Muellmann, S., Bragina, I., Voelcker-Rehage, C., Rost, E., Lippke, S., Meyer, J., Schnauber, J., Wasmann, M., Toborg, M., Koppelin, F., Brand, T., Zeeb, H. and Pischke, C.R. 2017 BMC Public Health Methods Zip Older Adults Steps
Minimal Detectable Change Thresholds and Responsiveness of Zephyr Bioharness & Fitbit Charge Devices.
details
Nazari, G. and MacDermid, J.C. 2017 Journal of Strength and Conditioning Research Validation Charge HR Adults Heart Rate
Feasibility of a telephone and web-based physical activity intervention for women shift workers
details
Neil-Sztramko, S.E., Gotay, C.C., Sabiston, C.M., Demers, P.A. and Campbell, K.C. 2017 Translational Behavioral Medicine Usability
Intervention
Flex Adults Steps
Intensity
Distance
A qualitative evaluation of breast cancer survivors' acceptance of and preferences for consumer wearable technology activity trackers
details
Nguyen, N.H., Hadgraft, N.T., Moore, M.M., Rosenberg, D.E., Lynch, C., Reeves, M.M. and Lynch, B.M. 2017 Supportive Care in Cancer Usability One Patients
Adults
Steps
Cognitive Behavior Therapy to Treat Sleep Disturbance and Fatigue After Traumatic Brain Injury: A Pilot Randomized Controlled Trial
details
Nguyen, S., McKay, A., Wong, D., Rajaratnam, S.M., Spitz, G., Williams, G., Mansfield, D. and Ponsford, J.L. 2017 Archives of Physical Medicine and Rehabilitation Intervention Zip Patients
Adults
Steps
Determining the role of Maternal Leptin and Activity in Pregnancy Outcomes
details
Nishimura, T.E., Polgreen, P.M., Polgreen, L.A., Brandt, D.S., Thomas, K.M., Scroggins, S.M., Evans, N.J., Alexander, L.B., Santillan, M.K. and Santillan, D.A. 2017 The FASEB Journal Measurement Zip Adults
Pregnant Women
Steps
Accuracy of Consumer Monitors for Measuring Sleep Across Seven Nights
details
Nowakowski, S., Grandner, M., Stout-Aguilar, J., Meers, J., Lewis-Powell, Z., Swartz, M., Choi, H. and Lyons, E. 2017 Sleep Validation Flex Adults Sleep
When a Step Is Not a Step! Specificity Analysis of Five Physical Activity Monitors
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O’Connell, S., ÓLaighin, G. and Quinlan, L.R. 2017 PLOS ONE Validation One Adults Steps
What Matters in Weight Loss? An In-Depth Analysis of Self-Monitoring.
details
Painter, S.L., Ahmed, R., Hill, J.O., Kushner, R.F., Lindquist, R., Brunning, S. and Margulies, A. 2017 Journal of Medical Internet Research Intervention One
Aria
Adults Steps
Energy Expenditure
Intensity
Weight
Sources of Error with Wearable Step Counters
details
Park, S., Toth, L.P., Morton, A.L., Pittman, W.L., Sarasaltik, D. and Bassett, D.R. 2017 Medicine & Science in Sports & Exercise Validation Zip
Charge
Adults Steps
Effect of a Game-Based Intervention Designed to Enhance Social Incentives to Increase Physical Activity Among Families: The BE FIT Randomized Clinical Trial
details
Patel, M.S., Benjamin, E.J., Volpp, K.G., Fox, C.S., Small, D.S., Massaro, J.M., Lee, J.J., Hilbert, V., Valentino, M., Taylor, D.H., Manders, E.S., Mutalik, K., Zhu, J., Wang, W. and Murabito, J.M. 2017 AMA Internal Medicine Intervention Flex Adults Steps
Using Wearable Devices and Smartphones to Track Physical Activity: Initial Activation, Sustained Use, and Step Counts Across Sociodemographic Characteristics in a National Sample
details
Patel, M.S., Foschini, L., Kurtzman, G.W., Zhu, J., Wang, W., Rareshide, C.A. and Zbikowski, S.M. 2017 Annals of Internal Medicine Measurement
Methods
Adults Steps
A Feasibility Study for Improved Physical Activity After Total Knee Arthroplasty
details
Paxton, R.J., Forster, J.E., Miller, M.J., Gerron, K.L., Stevens-Lapsley, J.E. and Christiansen, C.L. 2017 Journal of Aging and Physical Activity Intervention Zip Patients
Adults
Steps
Physical Activity Trackers in Combination with Motivational Interviewing to Increase Activity
details
Perez, M., Ellingson, L., Bai, Y., Peyer, K. and Welk, G. 2017 Medicine & Science in Sports & Exercise Intervention Charge Adults Steps
Interdependent Effects of Autonomous and Controlled Regulation on Exercise Behavior
details
Phillips, L.A. and Johnson, M.A. 2017 Personality and Social Psychology Bulletin Measurement Zip Adults Steps
Intensity
Wellness, sleep and exercise in emergency medicine residents: an observational study
details
Poonja, Z., O'Brien, P., Cross, E., Desrochers, C., Jaggi, P., Dance, E., Krentz, J. and Thoma, B. 2017 Canadian Journal of Emergency Medicine Measurement Charge Adults Steps
Intensity
Sleep
Step It Up: Higher Step Count Is Significantly Correlated with Better Exercise Capacity in Individuals with Cystic Fibrosis
details
Powers, K., Herzog, T., Loosen, H., Berg, K.V., Weir, B., Riekert, K.A. and Mogayzel, P.J. 2017 American Journal of Respiratory and Critical Care Medicine Intervention Flex Patients
Adults
Steps
Accuracy And Reliability Of The Fitbit Charge? Activity Tracker Among Older Adults
details
Powers, M., Smith, M., Henderson, O. and Bodman, T. 2017 Medicine & Science in Sports & Exercise Validation Charge Older Adults Steps
Validation of a self-monitoring tool for use in exercise therapy.
details
Powierza, C.S., Clark, M.D., Hughes, J.M., Carneiro, K.A. and Mihalik, J.P. 2017 PM&R Validation Charge HR Adults Heart Rate
A Six-Week Supervised Exercise and Educational Intervention After Total Hip Arthroplasty: A Case Series
details
Pozzi, F., Madara, K. and Zeni Jr, J.A. 2017 The International Journal of Sports Physical Therapy Intervention Zip Patients
Adults
Steps
Monitoring-Based Model for Personalizing the Clinical Process of Crohn's Disease
details
de Ramón-Fernández, A., Ruiz-Fernández, D., Marcos-Jorquera, D., Gilart-Iglesias, V. and Vives-Boix, V. 2017 Sensors Methods Flex Patients Steps
Can Fitness Trackers Help Diabetic and Obese Users Make and Sustain Lifestyle Changes?
details
Randriambelonoro, M., Chen, Y. and Pu, P. 2017 Computer Usability
Measurement
One Patients
Adults
Steps
Effectiveness of SmartMoms, a Novel eHealth Intervention for Management of Gestational Weight Gain: Randomized Controlled Pilot Trial
details
Redman, L.M., Gilmore, L.A., Breaux, J., Thomas, D.M., Elkind-Hirsch, K., Stewart, T., Hsia, D.S., Burton, J., Apolzan, J.W., Cain, L.E., Altazan, A.D., Ragusa, S., Brady, H., Davis, A., Tilford, J.M., Sutton, E.F. and Martin, C.K. 2017 JMIR mHealth and uHealth Intervention Zip Adults
Pregnant Women
Steps
A Feasibility Study Examining Use of the FitBit Zip™ vs. the Accusplit Eagle AC 120 XL Pedometer to Increase Physical Activity for Persons with Mild Cognitive Disorder
details
Richeson, N.E. and Croteau, K.A. 2017 Activities, Adaptation & Aging Usability Zip Older Adults Steps
A cluster-randomised controlled trial to promote physical activity in adolescents: the Raising Awareness of Physical Activity (RAW-PA) Study.
details
Ridgers, N.D., Timperio, A., Brown, H., Ball, K., Macfarlane, S., Lai, S.K., Richards, K., Ngan, W. and Salmon, J. 2017 BMC Public Health Methods Flex Adolescents Steps
Intensity
Smartphone-Enabled Health Coaching Intervention (iMOVE) to Promote Long-Term Maintenance of Physical Activity in Breast Cancer Survivors: Protocol for a Feasibility Pilot Randomized Controlled Trial
details
Ritvo, P., Obadia, M., Santa Mina, D., Alibhai, S., Sabiston, C., Oh, P., Campbell, K., McCready, D., Auger, L. and Jones, J.M. 2017 JMIR Research Protocols Methods Flex Patients
Adults
Steps
Intensity
Sleep
An Acceptance and Commitment Therapy (ACT) intervention for Chronic Fatigue Syndrome (CFS): A case series approach
details
Roche, L., Dawson, D.L., Moghaddam, N.G. and Abey, A. 2017 Journal of Contextual Behavioral Science Intervention Flex Patients
Adults
Steps
A telehealth intervention to promote healthy lifestyles after stroke: The Stroke Coach protocol
details
Sakakibara, B.M., Lear, S.A., Barr, S.I., Benavente, O., Goldsmith, C.H., Silverberg, N.D., Yao, J. and Eng, J.J. 2017 International Journal of Stroke Methods Zip Older Adults
Patients
Steps
Accuracy of Fitbit Charge 2 Worn at Different Wrist Locations During Exercise
details
Salazar, V.E., Lucio, N.D. and Funk, M.D. 2017 Medicine & Science in Sports & Exercise Validation Charge 2 Adults Heart Rate
Step count accuracy and reliability of two activity tracking devices in people after stroke
details
Schaffer, S.D., Holzapfel, S.D., Fulk, G. and Bosch, P.R. 2017 Physiotherapy Theory and Practice Validation Zip Patients
Adults
Steps
Piloting a mobile health intervention to increase physical activity for adolescents with ADHD
details
Schoenfelder, E., Moreno, M., Wilner, M., Whitlock, K.B. and Mendoza, J.A. 2017 Preventive Medicine Reports Intervention Flex Patients
Adolescents
Steps
What factors predict Fitbit adherence in Stroke and Parkinson disease?
details
Schrader, K., Mentis, H., Phipps, M., Barr, E., Gruber-Baldini, A., Yarbrough, K., Coelln, F.R.V. and Shulman, L. 2017 Neurology Usability Charge HR Patients
Children
Heart Rate
Assessing the Influence of a Fitbit Physical Activity Monitor on the Exercise Practices of Emergency Medicine Residents: A Pilot Study
details
Schrager, J.D., Shayne, P., Wolf, S., Das, S., Patzer, R.E., White, M. and Heron, S. 2017 JMIR mHealth and uHealth Intervention Flex Adults Steps
Intensity
Understanding physical activity lapses among women: responses to lapses and the potential buffering effect of social support
details
Schumacher, L.M., Arigo, D. and Thomas, C. 2017 Journal of Behavioral Medicine Intervention Flex Adults Steps
Intensity
Fitbit Vs Six Minute Walk in PAH
details
Sehgal, S., Chowdhury, A., Rabih, F., Gadre, A. and Highland, K.B. 2017 American Journal of Respiratory and Critical Care Medicine Measurement Charge HR Patients
Adults
Steps
Validity and reliability of the Fitbit Zip as a measure of preschool children's step count
details
Sharp, C.A., Mackintosh, K.A., Erjavec, M., Pascoe, D.M. and Horne, P.J. 2017 BMJ Open Sport & Exercise Medicine Validation Zip Children Steps
Accuracy in Wrist-Worn, Sensor-Based Measurements of Heart Rate and Energy Expenditure in a Diverse Cohort
details
Shcherbina, A., Mattsson, C., Waggott, D., Salisbury, H., Christle, J., Hastie, T., Wheeler, M. and Ashley, E. 2017 Journal of Personalized Medicine Validation Surge Adults Energy Expenditure
Heart Rate
Exercise- and Psychosocial-Based Interventions to Improve Daily Activity in Heart Failure: A Pilot Study
details
Shoemaker, M.J., Oberholtzer, N.L., Jongekrijg, L.E., Bowen, T.E., Cartwright, K., Hanson, K., Serba, D., Dickinson, M.G. and Kowalk, A. 2017 Home Health Care Management & Practice Intervention Zip Patients
Adults
Steps
"Pre-Habilitation" of Frail Candidates for Lung Transplantation Using a Mobile Health Enabled Home-Based Intervention Is Feasible and Safe
details
Singer, J., Soong, A., Bruun, A., Hays, S., Kukreja, J., Bracha, A., Chin, G., Wolters, P.J., Peters, M. and Garvey, C.M. 2017 American Journal of Respiratory and Critical Care Medicine Intervention Patients
Adults
Accuracy Of Steps, Energy Expenditure, And Distance In Nine Activity Trackers
details
Smith, M.A. 2017 Medicine & Science in Sports & Exercise Validation Charge
Charge HR
Surge
Adults Steps
Energy Expenditure
Distance
Maintained Physical Activity Induced Changes in Delay Discounting
details
Sofis, M.J., Carrillo, A. and Jarmolowicz, D.P. 2017 Behavior Modification Intervention Charge HR Adults Steps
Analyzing Sensor-Based Time Series Data to Track Changes in Physical Activity during Inpatient Rehabilitation
details
Sprint, G., Cook, D., Weeks, D., Dahmen, J. and La Fleur, A. 2017 Sensors Methods Charge HR Adults Steps
Heart Rate
Activity-tracking devices for older adults: comparison and preferences
details
Steinert, A., Haesner, M. and Steinhagen-Thiessen, E. 2017 Universal Access in the Information Society Usability Flex Older Adults
Healthy lifestyle intervention for African American uterine cancer survivors: Study protocol
details
Stewart, J.L., Besenyi, G.B., Williams, L.B., Burt, V., Anglin, J.C., Ghamande, S.A. and Coughlin, S.S. 2017 Contemporary Clinical Trials Communications Methods Blaze Patients
Adults
Steps
Energy Expenditure
Intensity
Distance
Sleep
Heart Rate
Virtual Games and Real- World Communities: Environments that Constrain and Enable Physical Activity in Games for Health
details
Stewart, M.K., Hagood, D. and Ching, C.C. 2017 International Journal of Game-Based Learning Usability Children
Adolescents
The Spread of Physical Activity Through Social Networks
details
Stück, D., Hallgrímsson, H.T., Ver Steeg, G., Epasto, A. and Foschini, L. 2017 Proceedings of the 26th International Conference on World Wide Web - WWW '17 Measurement
Methods
Adults Steps
A Mobile Health Application to Track Patients After Gastrointestinal Surgery: Results from a Pilot Study
details
Symer, M.M., Abelson, J.S., Milsom, J., McClure, B. and Yeo, H.L. 2017 Journal of Gastrointestinal Surgery Usability Charge HR Patients
Adults
Steps
Fitbit And Actigraph: A Comparison Of Physical Activity And Sedentary Time In Overweight/obese Adults
details
Szabo-Reed, A.N., Willis, E., Ptomey, L., Washburn, R. and Donnelly, J. 2017 Medicine & Science in Sports & Exercise Validation Flex Adults Steps
Intensity
Harnessing Long Term Physical Activity Data—How Long-term Trackers Use Data and How an Adherence-based Interface Supports New Insights
details
Tang, L.M. and Kay, J. 2017 Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies Usability Adults Steps
Study protocol for the FITR Heart Study: Feasibility, safety, adherence, and efficacy of high intensity interval training in a hospital-initiated rehabilitation program for coronary heart disease
details
Taylor, J., Keating, S.E., Leveritt, M.D., Holland, D.J., Gomersall, S.R. and Coombes, J.S. 2017 Contemporary Clinical Trials Communications Methods Charge HR Patients
Adults
Steps
Intensity
Accuracy of a step counter during treadmill and daily life walking by healthy adults and patients with cardiac disease
details
Thorup, C.B., Andreasen, J.J., Sørensen, E.E., Grønkjær, M., Dinesen, B.I. and Hansen, J. 2017 BMJ Open Validation Zip Patients
Adults
Steps
Step Count Filters in Wearable Step Counters
details
Toth, L., Park, S., Pittman, W., Sarasaltik, D., Morton, A.L. and Bassett, D.R. 2017 Medicine & Science in Sports & Exercise Validation
Methods
Zip
Charge
Adults Steps
Validity of Different Activity Monitors to Count Steps in an Inpatient Rehabilitation Setting.
details
Treacy, D., Hassett, L., Schurr, K., Chagpar, S., Paul, S.S. and Sherrington, C. 2017 Physical Therapy Validation One
Charge
Patients
Adults
Steps
A model linking video gaming, sleep quality, sweet drinks consumption and obesity among children and youth
details
Turel, O., Romashkin, A. and Morrison, K.M. 2017 Clinical Obesity Measurement Children Steps
Building research in diet and cognition: The BRIDGE randomized controlled trial.
details
Tussing-Humphreys, L., Lamar, M., Blumenthal, J.A., Babyak, M., Fantuzzi, G., Blumstein, L., Schiffer, L. and Fitzgibbon, M.L. 2017 Contemporary clinical trials Methods Older Adults
Patients
Steps
Intensity
Distance
Patient-Specific Activity Level Benchmarks During Recovery for Total Knee Arthoplasty
details
Twiggs, J., Roe, J., Salmon, L., Miles, B. and Theodore, W. 2017 Orthopaedic Proceedings Measurement Patients
Adults
Steps
Data presentation options to manage variability in physical activity research
details
Valbuena, D., Miller, B.G., Samaha, A.L. and Miltenberger, R.G. 2017 Journal of Applied Behavior Analysis Methods One Adults Steps
Self-monitoring and reminder texts to increase physical activity after colorectal cancer (Smart Pace): A pilot trial.
details
Van Blarigan, E., Van Loon, K., Kenfield, S.A., Chan, J.M., Fukuoka, Y., Laffan, A., Mitchell, E., Chan, H., Rodriguez-Jaquez, D., Meyerhardt, J.A. and Venook, A.P. 2017 Journal of Clinical Oncology Intervention Flex Patients
Adults
Steps
The Fitbit One Physical Activity Tracker in Men With Prostate Cancer: Validation Study
details
Van Blarigan, E.L., Kenfield, S.A., Tantum, L., Cadmus-Bertram, L.A., Carroll, P.R. and Chan, J.M. 2017 JMIR Cancer Validation One Patients
Adults
Steps
Intensity
Identifying Beneficial Physical Activity During School Recess: Utility and Feasibility of the Fitbit
details
Van Camp, C.M. and Hayes, L.B. 2017 Journal of Behavioral Education Usability
Validation
Classic Children Steps
TEEN HEED: Design of a clinical-community youth diabetes prevention intervention
details
Vangeepuram, N., Williams, N., Constable, J., Waldman, L., Lopez-Belin, P., Phelps-Waldropt, L. and Horowitz, C.R. 2017 Contemporary Clinical Trials Methods One Adolescents Steps
Criterion-Validity of Commercially Available Physical Activity Tracker to Estimate Step Count, Covered Distance and Energy Expenditure during Sports Conditions
details
Wahl, Y., Düking, P., Droszez, A., Wahl, P. and Mester, J. 2017 Frontiers in Physiology Validation Charge
Charge HR
Adults Steps
Energy Expenditure
Distance
Evaluation on Step Counting Performance of Wristband Activity Monitors in Daily Living Environment
details
Wang, L., Liu, T., Wang, Y., Li, Q., Yi, J. and Inoue, Y. 2017 IEEE Access Validation Charge Adults Steps
Polysomnography vs Consumer Devices: Comparing Common Sleep Indices
details
Wedderburn-Bisshop, J., Kharatishvili-Bredt, I., Martin, I. and Tolhurst, S. 2017 Sleep Validation Charge HR Patients
Adults
Sleep
Wearable Heart Rate Monitor Technology Accuracy in Research: A Comparative Study Between PPG and ECG Technology
details
Weiler, D.T., Villajuan, S.O., Edkins, L., Cleary, S. and Saleem, J.J. 2017 Proceedings of the Human Factors and Ergonomics Society Annual Meeting Validation Charge HR Adults Heart Rate
Evaluating the Consistency of Current Mainstream Wearable Devices in Health Monitoring: A Comparison Under Free-Living Conditions
details
Wen, D., Zhang, X., Liu, X. and Lei, J. 2017 Journal of Medical Internet Research Validation Surge Adults Steps
Energy Expenditure
Intensity
Distance
Sleep
Sensing interstitial glucose to nudge active lifestyles (SIGNAL): feasibility of combining novel self-monitoring technologies for persuasive behaviour change.
details
Whelan, M.E., Kingsnorth, A.P., Orme, M.W., Sherar, L.B. and Esliger, D.W. 2017 BMJ Open Methods Charge 2 Patients
Adults
Steps
Intensity
Heart Rate
Physical Activity and Sleep Patterns in Hemodialysis Patients in a Suburban Environment.
details
Williams, S., Han, M., Ye, X., Zhang, H., Meyring-Wösten, A., Bonner, M., Young, C., Thijssen, S., Marsh, D. and Kotanko, P. 2017 Blood Purification Measurement Flex Patients
Adults
Steps
Sleep
Modeling clinically validated physical activity using commodity hardware
details
Winfree, K.N. and Dominick, G. 2017 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) Methods Flex Adults Steps
Intensity
Improved Mental Acuity Forecasting with an Individualized Quantitative Sleep Model.
details
Winslow, B.D., Nguyen, N. and Venta, K.E. 2017 Frontiers in Neurology Methods Charge HR Adults Steps
Intensity
Sleep
Validation of Three Wearable Fitness Trackers for Measuring Physical Activity in College Students
details
Witmer, C., Zhang, P., Godin, S. and Che, D. 2017 Medicine & Science in Sports & Exercise Validation Charge HR Adults Energy Expenditure
An analysis of how consumer physical activity monitors are used in biomedical research
details
Wright, S.P., Collier, S.R., Brown, T.S. and Sandberg, K. 2017 The FASEB Journal Review NA NA
How consumer physical activity monitors could transform human physiology research
details
Wright, S.P., Hall Brown, T.S., Collier, S.R. and Sandberg, K. 2017 American Journal of Physiology - Regulatory, Integrative and Comparative Physiology Review NA NA
Using Wireless Pedometers to Measure Children's Physical Activity: How Reliable is the Fitbit Zip?
details
Xu, T., Byker, E.J. and Gonzales, M.R. 2017 Movement, Health & Exercise Validation Zip Children Steps
Habitual sleep duration and sleep duration variation are independently associated with body mass index
details
Xu, X., Conomos, M.P., Manor, O., Rohwer, J.E., Magis, A.T. and Lovejoy, J.C. 2017 International Journal of Obesity Measurement Charge HR Adults Sleep
Impact of Electronic Feedback and Peer Comparisons on Residents' Physical Activity Level
details
Yeung, J., Mazloomdoost, D., Crisp, C.C., Kleeman, S. and Pauls, R.N. 2017 Journal of Graduate Medical Education Intervention
Measurement
Flex Adults Steps
Stress moderation impacting lupus with exercise (S.M.I.L.E.): influence of daily moderate exercise and stress modification on autoimmune-mediated inflammation in mice and humans with lupus
details
Young, N., Thomas, E., Snoad, B., Sharma, J., Mobeen, M., Yedimenko, J., Steigelman, H., Meara, A., Valiente, G., Ardoin, S., Powell, N., Sheridan, J. and Jarjour, W. 2017 Annals of the Rheumatic Diseases Intervention Flex Patients
Adults
Steps
Energy Expenditure
Distance
Sleep
A Pilot Study to Assess the Feasibility and Impact of a Home Exercise Program on Heart Rate and Heart Rate Variability in Children with Muscular Dystrophy (P4.163)
details
Zelikovich, A.S., Oswald, T. and Kuntz, N.L. 2017 Neurology Usability Older Adults
Patients
Adults
Steps
Exercise Among Women With Ovarian Cancer: A Feasibility and Pre-/Post-Test Exploratory Pilot Study.
details
Zhang, X., McClean, D., Ko, E., Morgan, M.A. and Schmitz, K. 2017 Oncology Nursing Forum Intervention Patients
Adults
Steps
Intensity
The bit doesn't fit: Evaluation of a commercial activity-tracker at slower walking speeds.
details
Wong, C.K., Mentis, H.M. and Kuber, R. 2017 Gait & Posture Validation Ultra Older Adults Steps