Fitbit Research Library

Last Updated May 24, 2024

The following 1229 publications have used Fitbit devices in research. Know of another study not on our list? Send it to us.

Category
Validation
Device(s)
All
Population
All
Data Used
Sleep
Title Author Year Journal/Proceedings Category Device(s) Population Data Used Links
Movement toward a novel activity monitoring device
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Montgomery-Downs, H.E., Insana, S.P. and Bond, J.A. 2012 Sleep and Breathing Validation Classic Adults Sleep
Comparative assessment of sleep quality estimates using home monitoring technology
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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
Comparison of a Commercial Accelerometer with Polysomnography and Actigraphy in Children and Adolescents
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Meltzer, L.J., Hiruma, L.S., Avis, K., Montgomery-Downs, H. and Valentin, J. 2015 Sleep Validation Ultra Children
Adolescents
Sleep
A practical validation study of a commercial accelerometer using good and poor sleepers
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Dickinson, D.L., Cazier, J. and Cech, T. 2016 Health Psychology Open Validation Charge HR Adults Sleep
Validity of Wearable Fitness Trackers on Sleep Measure
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Keill, A.K., An, H.-S., Dinkel, D.M. and Lee, J.-M. 2016 Medicine & Science in Sports & Exercise Validation Charge HR Adults Sleep
Reliability of Sleep Measures from Four Personal Health Monitoring Devices Compared to Research-Based Actigraphy and Polysomnography
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Mantua, J., Gravel, N. and Spencer, R. 2016 Sensors Validation Flex Adults Sleep
A Comparison Study Of The Fitbit Activity Monitor And PSG For Assessing Sleep Patterns And Movement In Children
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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
Estimation of sleep stages in a healthy adult population from optical plethysmography and accelerometer signals
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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
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Beattie, Z., Pantelopoulos, A., Ghoreyshi, A., Oyang, Y., Statan, A. and Heneghan, C. 2017 Sleep Validation Charge 2 Adults Sleep
Utility of the Fitbit Flex to Evaluate Sleep in Major Depressive Disorder: A comparison against polysomnography and wrist-worn actigraphy
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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
Using Wrist-Worn Actigraphic Devices to Measure Sleep in People with Huntington's Disease
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Dao, P., Maskevich, S., Jumabhoy, R., Drummond, S. and Stout, J. 2017 Sleep Validation One Patients
Adults
Sleep
Wrist-Worn Activity Monitoring Devices Overestimate Sleep Duration and Efficiency in Healthy Adults
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Jumabhoy, R., Dao, P., Maskevich, S., Stout, J. and Drummond, S. 2017 Sleep Validation One Adults Sleep
Validity of a commercial wearable sleep tracker in adult insomnia disorder patients and good sleepers
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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
Considering interpersonal differences in validating wearable sleep-tracking technologies
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Liang, Z. and Martell, M.A.C. 2017 2017 Tenth International Conference on Mobile Computing and Ubiquitous Network Validation Charge 2 Adults Sleep
Are wearable EEG devices more accurate than fitness wristbands for home sleep Tracking? Comparison of consumer sleep trackers with clinical devices
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Liang, Z. and Nishimura, T. 2017 2017 IEEE 6th Global Conference on Consumer Electronics Validation Charge 2 Adults Sleep
Pilot Validation of Ambulatory Activity Monitors for Sleep Measurement in Huntington's Disease Gene Carriers
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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
Accuracy of Consumer Monitors for Measuring Sleep Across Seven Nights
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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
Polysomnography vs Consumer Devices: Comparing Common Sleep Indices
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Wedderburn-Bisshop, J., Kharatishvili-Bredt, I., Martin, I. and Tolhurst, S. 2017 Sleep Validation Charge HR Patients
Adults
Sleep
A validation study of Fitbit Charge 2™ compared with polysomnography in adults
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de Zambotti, M., Goldstone, A., Claudatos, S., Colrain, I.M. and Baker, F.C. 2017 Chronobiology International Validation Charge 2 Adults Sleep
Validation of Fitness Tracker for Sleep Measures in Women with Asthma
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Castner, J., Mammen, M.J., Jungquist, C., Licata, O., Pender, J.J., Wilding, G.E. and Sethi, S. 2018 Journal of Asthma Validation Charge Adults Sleep
Comparison of Wearable Trackers’ Ability to Estimate Sleep
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Lee, J.-M., Byun, W., Keill, A., Dinkel, D. and Seo, Y. 2018 International Journal of Environmental Research and Public Health Validation Charge HR Adults Sleep
Validity of Consumer Activity Wristbands and Wearable EEG for Measuring Overall Sleep Parameters and Sleep Structure in Free-Living Conditions
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Liang, Z. and Chapa Martell, M.A. 2018 Journal of Healthcare Informatics Research Validation Charge 2 Adults Sleep
How well does a commercially available wearable device measure sleep in young athletes?
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Sargent, C., Lastella, M., Romyn, G., Versey, N., Miller, D.J. and Roach, G.D. 2018 Chronobiology International Validation Charge HR Adults Sleep
Validation of Fitbit Charge 2 and Fitbit Alta HR Against Polysomnography for Assessing Sleep in Adults With Obstructive Sleep Apnea
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Moreno-Pino, Fernando; Porras-Segovia, Alejandro; L{\'{o}}pez-Esteban, Pilar; Art{\'{e}}s, Antonio; Baca-Garc{\'{i}}a, Enrique 2019 Journal of Clinical Sleep Medicine Validation Charge 2 Adults Sleep
Accuracy of fitbit wristbands in measuring sleep stage transitions and the effect of user-specific factors
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Liang, Zilu; Chapa-Martell, Mario Alberto 2019 Journal of Medical Internet Research Validation Charge 2 Adults Sleep
Preliminary Agreement on Tracking Sleep Between a Wrist-Worn Device Fitbit Alta and Consensus Sleep Diary
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Liu, Jiaxing; Wong, Wing To; Zwetsloot, Inez Maria; Hsu, Yu Cheng; Tsui, Kwok Leung 2019 Telemedicine and e-Health Validation Alta Adults Sleep
Performance assessment of new-generation Fitbit technology in deriving sleep parameters and stages
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Haghayegh, Shahab; Khoshnevis, Sepideh; Smolensky, Michael H.; Diller, Kenneth R.; Castriotta, Richard J. 2020 Chronobiology International Validation Charge 2 Adults Sleep
Performance of a commercial multi-sensor wearable (Fitbit Charge HR) in measuring physical activity and sleep in healthy children
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Godino, Job G.; Wing, David; de Zambotti, Massimiliano; Baker, Fiona C.; Bagot, Kara; Inkelis, Sarah; Pautz, Carina; Higgins, Michael; Nichols, Jeanne; Brumback, Ty; Chevance, Guillaume; Colrain, Ian M.; Patrick, Kevin; Tapert, Susan F. 2020 PLOS ONE Validation Charge HR Children Sleep
A standardized framework for testing the performance of sleep-tracking technology: step-by-step guidelines and open-source code
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Menghini, Luca; Cellini, Nicola; Goldstone, Aimee; Baker, Fiona C.; de Zambotti, Massimiliano 2021 Sleep Validation Charge 2 Adults Sleep
Comparing the accuracy of sleep staging data from a new wearable sleep electroencephalography device versus the Fitbit Charge 3 with polysomnography as reference
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Suzuki, Yoko; Abe, Takashi; Kawana, Fusae; Okabe, Satomi; Kokubo, Toshio; Hoshino, Kazuya; Baba, Misao; Fujiwara, Masaaki; Yanagisawa, Masashi 2021 Clinical Neurophysiology Validation Charge 3 Adults Sleep
Performance of a Multisensor Smart Ring to Evaluate Sleep: In-Lab and Home-Based Evaluation of Generalized and Personalized Algorithms
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Grandner, Michael A.; Bromberg, Zohar; Hadley, Aaron; Morrell, Zoe; Graf, Arnulf; Hutchison, Stephen; Freckleton, Dustin 2022 Sleep Validation Charge 4 Adults Sleep
Performance evaluation of Fitbit Charge 3 and actigraphy vs. polysomnography: Sensitivity, specificity, and reliability across participants and nights
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Eylon, Gal; Tikotzky, Liat; Dinstein, Ilan 2023 Sleep Health Validation Charge 3 Adults Sleep
Comparison of Polysomnography, Single-Channel Electroencephalogram, Fitbit, and Sleep Logs in Patients With Psychiatric Disorders: Cross-Sectional Study
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Kawai, Keita; Iwamoto, Kunihiro; Miyata, Seiko; Okada, Ippei; Fujishiro, Hiroshige; Noda, Akiko; Nakagome, Kazuyuki; Ozaki, Norio; Ikeda, Masashi 2023 Journal of Medical Internet Research Validation Sense Adults Sleep
Performance of wearable sleep trackers during nocturnal sleep and periods of simulated real-world smartphone use
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Willoughby, Adrian R.; Golkashani, Hosein Aghayan; Ghorbani, Shohreh; Wong, Kian F.; Chee, Nicholas I. Y. N.; Ong, Ju Lynn; Chee, Michael W. L. 2024 Sleep Health Validation Sense Adults Sleep
Testing the Reliability and Validity of the Korean Version of the Pittsburgh Sleep Quality Index Using Fitbit Devices: A Cross-Sectional Analysis
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Lee, Si-Yeon; Choi, Ja-Eun; Lee, Ji-Won; Lee, Yaeji; Park, Jae-Min; Hong, Kyung-Won 2024 Korean Journal of Family Medicine Validation Device unspecified Adults Sleep