Access the full text.
Sign up today, get DeepDyve free for 14 days.
A. Fader, Lucybeth Arriba, H. Frasure, V. Gruenigen (2009)
Endometrial cancer and obesity: epidemiology, biomarkers, prevention and survivorship.Gynecologic oncology, 114 1
D. Gustafson, Robert Hawkins, E. Boberg, Susanne Pingree, Ronald Serlin, F. Graziano, C. Chan (1999)
Impact of a patient-centered, computer-based health information/support system.American journal of preventive medicine, 16 1
E. Bruin, A. Hartmann, D. Uebelhart, K. Murer, W. Zijlstra (2008)
Wearable systems for monitoring mobility-related activities in older people: a systematic reviewClinical Rehabilitation, 22
M. Mcmurdo, J. Sugden, Ishbel Argo, P. Boyle, Derek Johnston, F. Sniehotta, P. Donnan (2010)
Do Pedometers Increase Physical Activity in Sedentary Older Women? A Randomized Controlled TrialJournal of the American Geriatrics Society, 58
S. Schaefer, Marta Loan, J. German, Schaefer Se, Van Loan, German A (2014)
A Feasibility Study of Wearable Activity Monitors for Pre-Adolescent School-Age ChildrenPreventing Chronic Disease, 11
K. Newton, E. Wiltshire, C. Elley (2009)
Pedometers and Text Messaging to Increase Physical ActivityDiabetes Care, 32
E. Lyons, Zakkoyya Lewis, Brian Mayrsohn, J. Rowland (2014)
Behavior Change Techniques Implemented in Electronic Lifestyle Activity Monitors: A Systematic Content AnalysisJournal of Medical Internet Research, 16
J. Higgins, D. Altman, P. Gøtzsche, P. Jüni, D. Moher, A. Oxman, J. Savović, K. Schulz, L. Weeks, J. Sterne (2011)
The Cochrane Collaboration’s tool for assessing risk of bias in randomised trialsThe BMJ, 343
H. Sveistrup (2004)
Motor rehabilitation using virtual realityJournal of NeuroEngineering and Rehabilitation, 1
Kathryn Mercer, Melissa Li, L. Giangregorio, Catherine Burns, K. Grindrod (2016)
Behavior Change Techniques Present in Wearable Activity Trackers: A Critical AnalysisJMIR mHealth and uHealth, 4
L. Butler, S. Furber, P. Phongsavan, Andy Mark, A. Bauman (2009)
Effects of a Pedometer‐Based Intervention on Physical Activity Levels After Cardiac Rehabilitation: A RANDOMIZED CONTROLLED TRIALJournal of Cardiopulmonary Rehabilitation and Prevention, 29
Leonie Neville, B. O'Hara, A. Milat (2009)
Computer-tailored physical activity behavior change interventions targeting adults: a systematic reviewThe International Journal of Behavioral Nutrition and Physical Activity, 6
H. Baezner, C. Blahak, A. Poggesi, L. Pantoni, D. Inzitari, H. Chabriat, T. Erkinjuntti, F. Fazekas, J. Ferro, P. Langhorne, John O'Brien, P. Scheltens, Marjolein Visser, L. Wahlund, G. Waldemar, A. Wallin, M. Hennerici (2008)
Association of gait and balance disorders with age-related white matter changesNeurology, 70
S. Shuger, V. Barry, X. Sui, Amanda McClain, G. Hand, S. Wilcox, R. Meriwether, J. Hardin, S. Blair (2011)
Electronic feedback in a diet- and physical activity-based lifestyle intervention for weight loss: a randomized controlled trialThe International Journal of Behavioral Nutrition and Physical Activity, 8
R. Kukafka, Stephen Johnson, Allison Linfante, J. Allegrante (2003)
Grounding a new information technology implementation framework in behavioral science: a systematic analysis of the literature on IT useJournal of biomedical informatics, 36 3
Y. Rogers, H. Sharp, J. Preece (2002)
Interaction Design: Beyond Human-Computer Interaction
C. Wijsman, R. Westendorp, E. Verhagen, M. Catt, Eline Slagboom, A. Craen, Karen Broekhuizen, W. Mechelen, D. Heemst, F. Ouderaa, S. Mooijaart (2013)
Effects of a Web-Based Intervention on Physical Activity and Metabolism in Older Adults: Randomized Controlled TrialJournal of Medical Internet Research, 15
M. Kirwan, C. Vandelanotte, A. Fenning, M. Duncan (2013)
Diabetes Self-Management Smartphone Application for Adults With Type 1 Diabetes: Randomized Controlled TrialJournal of Medical Internet Research, 15
A. Dabbs, Mi Song, Brad Myers, Ruosha Li, Robert Hawkins, J. Pilewski, Christian Bermudez, Jill Aubrecht, A. Begey, Mary Connolly, Mohammad Alrawashdeh, M. Dew (2016)
A Randomized Controlled Trial of a Mobile Health Intervention to Promote Self‐Management After Lung TransplantationAmerican Journal of Transplantation, 16
L. Piwek, D. Ellis, Sally Andrews, A. Joinson (2016)
The Rise of Consumer Health Wearables: Promises and BarriersPLoS Medicine, 13
Constance Johnson, T. Johnson, Jiajie Zhang (2005)
A user-centered framework for redesigning health care interfacesJournal of biomedical informatics, 38 1
M. Adams, J. Sallis, G. Norman, M. Hovell, E. Hekler, Elyse Perata (2013)
An Adaptive Physical Activity Intervention for Overweight Adults: A Randomized Controlled TrialPLoS ONE, 8
G. Norman, Marion Zabinski, M. Adams, D. Rosenberg, A. Yaroch, A. Atienza (2007)
A review of eHealth interventions for physical activity and dietary behavior change.American journal of preventive medicine, 33 4
(2015)
Health App Use Among US Mobile Phone Owners: A National SurveyJMIR mHealth and uHealth, 3
Antonia Paschali, A. Kalantzi-azizi, G. Goodrick, D. Papadatou, A. Balasubramanyam (2005)
Accelerometer Feedback to Promote Physical Activity in Adults with Type 2 Diabetes: A Pilot StudyPerceptual and Motor Skills, 100
M. Pavel, H. Jimison, I. Korhonen, C. Gordon, N. Saranummi (2015)
Behavioral Informatics and Computational Modeling in Support of Proactive Health Management and CareIEEE Transactions on Biomedical Engineering, 62
S. Martin, D. Feldman, R. Blumenthal, S. Jones, W. Post, Rebeccah McKibben, E. Michos, C. Ndumele, E. Ratchford, J. Coresh, M. Blaha (2015)
mActive: A Randomized Clinical Trial of an Automated mHealth Intervention for Physical Activity PromotionJournal of the American Heart Association: Cardiovascular and Cerebrovascular Disease, 4
D. Moher, Alison Jones, L. Lepage (2001)
Use of the CONSORT statement and quality of reports of randomized trials: a comparative before-and-after evaluation.JAMA, 285 15
Santosh Kumar, W. Nilsen, A. Abernethy, A. Atienza, K. Patrick, M. Pavel, W. Riley, A. Shar, B. Spring, D. Spruijt-Metz, D. Hedeker, Vasant Honavar, R. Kravitz, R. Lefebvre, D. Mohr, S. Murphy, C. Quinn, V. Shusterman, D. Swendeman (2013)
Mobile health technology evaluation: the mHealth evidence workshop.American journal of preventive medicine, 45 2
J. Finkelstein, Amy Knight, S. Marinopoulos, M. Gibbons, Z. Berger, H. Aboumatar, Renee Wilson, B. Lau, Ritu Sharma, E. Bass (2012)
Enabling patient-centered care through health information technology.Evidence report/technology assessment, 206
Bumjo Oh, B. Cho, M. Han, Hochun Choi, Mi Lee, H. Kang, Chang Lee, Hee-Young Yun, Youngho Kim (2015)
The Effectiveness of Mobile Phone-Based Care for Weight Control in Metabolic Syndrome Patients: Randomized Controlled TrialJMIR mHealth and uHealth, 3
J. Brug, M. Campbell, P. Assema (1999)
The application and impact of computer-generated personalized nutrition education: a review of the literature.Patient education and counseling, 36 2
A. Mansfield, J. Wong, Jessica Bryce, Karen Brunton, E. Inness, S. Knorr, Simon Jones, B. Taati, W. McIlroy (2015)
Use of Accelerometer-Based Feedback of Walking Activity for Appraising Progress With Walking-Related Goals in Inpatient Stroke RehabilitationNeurorehabilitation and Neural Repair, 29
Masumeh Maturi, Pourandokht Afshary, P. Abedi (2011)
Effect of physical activity intervention based on a pedometer on physical activity level and anthropometric measures after childbirth: a randomized controlled trialBMC Pregnancy and Childbirth, 11
A. Dabbs, B. Myers, Kenneth Curry, Jacqueline Dunbar-Jacob, R. Hawkins, A. Begey, M. Dew (2009)
User-Centered Design and Interactive Health Technologies for PatientsCIN: Computers, Informatics, Nursing, 27
P. Krebs, J. Prochaska, J. Rossi (2010)
A meta-analysis of computer-tailored interventions for health behavior change.Preventive medicine, 51 3-4
S. Vries, I. Bakker, M. Hopman-Rock, R. Hirasing, W. Mechelen (2006)
Clinimetric review of motion sensors in children and adolescents.Journal of clinical epidemiology, 59 7
J. Jakicic, K. Davis, R. Rogers, W. King, M. Marcus, Diane Helsel, Amy Rickman, A. Wahed, S. Belle (2016)
Effect of Wearable Technology Combined With a Lifestyle Intervention on Long-term Weight Loss: The IDEA Randomized Clinical Trial.Obstetrical & Gynecological Survey
JiWon Choi, Ji Lee, E. Vittinghoff, Yoshimi Fukuoka (2016)
mHealth Physical Activity Intervention: A Randomized Pilot Study in Physically Inactive Pregnant WomenMaternal and Child Health Journal, 20
M. Mathie, A. Coster, N. Lovell, B. Celler (2004)
Accelerometry: providing an integrated, practical method for long-term, ambulatory monitoring of human movementPhysiological Measurement, 25
K. Ensrud, M. Nevitt, C. Yunis, J. Cauley, D. Seeley, K. Fox, S. Cummings (1994)
Correlates of Impaired Function in Older WomenJournal of the American Geriatrics Society, 42
B. Gee, K. Griffiths, Amelia Gulliver (2016)
Effectiveness of mobile technologies delivering Ecological Momentary Interventions for stress and anxiety: a systematic reviewJournal of the American Medical Informatics Association : JAMIA, 23 1
Meredith Case, Holland Burwick, K. Volpp, Mitesh Patel (2015)
Accuracy of smartphone applications and wearable devices for tracking physical activity data.JAMA, 313 6
R. Wing, M. Goldstein, K. Acton, L. Birch, J. Jakicic, J. Sallis, Delia Smith-West, R. Jeffery, R. Surwit (2001)
Behavioral science research in diabetes: lifestyle changes related to obesity, eating behavior, and physical activity.Diabetes care, 24 1
F. Pitta, T. Troosters, V. Probst, M. Spruit, M. Decramer, R. Gosselink (2006)
Quantifying physical activity in daily life with questionnaires and motion sensors in COPDEuropean Respiratory Journal, 27
T. Bickmore, R. Silliman, Kerrie Nelson, D. Cheng, M. Winter, Lori Henault, M. Paasche-Orlow (2013)
A Randomized Controlled Trial of an Automated Exercise Coach for Older AdultsJournal of the American Geriatrics Society, 61
D. Kovelis, J. Zabatiero, K. Furlanetto, L. Mantoani, M. Proença, F. Pitta (2012)
Short-Term Effects of Using Pedometers to Increase Daily Physical Activity in Smokers: A Randomized TrialRespiratory Care, 57
U. Varshney (2007)
Pervasive Healthcare and Wireless Health MonitoringMobile Networks and Applications, 12
Stephanie Prince, K. Adamo, Meghan Hamel, J. Hardt, S. Gorber, M. Tremblay (2008)
A comparison of direct versus self-report measures for assessing physical activity in adults: a systematic reviewThe International Journal of Behavioral Nutrition and Physical Activity, 5
J. Cafazzo, Mark Casselman, N. Hamming, D. Katzman, M. Palmert (2012)
Design of an mHealth App for the Self-management of Adolescent Type 1 Diabetes: A Pilot StudyJournal of Medical Internet Research, 14
M. Schwenk, G. Grewal, Dustin Holloway, Amy Muchna, L. Garland, B. Najafi (2015)
Interactive Sensor-Based Balance Training in Older Cancer Patients with Chemotherapy-Induced Peripheral Neuropathy: A Randomized Controlled TrialGerontology, 62
A. Plint, D. Moher, A. Morrison, K. Schulz, D. Altman, C. Hill, I. Gaboury (2006)
Does the CONSORT checklist improve the quality of reports of randomised controlled trials? A systematic reviewMedical Journal of Australia, 185
Kenneth Schulz, Douglas Altman, David Moher (2010)
CONSORT 2010 Statement: Updated Guidelines for Reporting Parallel Group Randomised TrialsPLoS Medicine, 7
S. Rovio, I. Kåreholt, E. Helkala, M. Viitanen, B. Winblad, J. Tuomilehto, H. Soininen, A. Nissinen, M. Kivipelto (2005)
Leisure-time physical activity at midlife and the risk of dementia and Alzheimer's diseaseThe Lancet Neurology, 4
W. Riley, D. Rivera, A. Atienza, W. Nilsen, S. Allison, R. Mermelstein (2011)
Health behavior models in the age of mobile interventions: are our theories up to the task?Translational Behavioral Medicine, 1
C. Tudor-Locke, S. Camhi, R. Troiano (2012)
A Catalog of Rules, Variables, and Definitions Applied to Accelerometer Data in the National Health and Nutrition Examination Survey, 2003–2006Preventing Chronic Disease, 9
J. Despres, I. Lemieux (2006)
Abdominal obesity and metabolic syndromeNature, 444
H. Soares, S. Daniels, Ambuj Kumar, M. Clarke, C. Scott, S. Swann, B. Djulbegovic (2004)
Bad reporting does not mean bad methods for randomised trials: observational study of randomised controlled trials performed by the Radiation Therapy Oncology GroupBMJ : British Medical Journal, 328
Karin Huwiler-Müntener, P. Jüni, Christoph Junker, M. Egger (2002)
Quality of reporting of randomized trials as a measure of methodologic quality.JAMA, 287 21
Alice Lichtenstein, Lawrence Appel, Michael Brands, Mercedes Carnethon, Stephen Daniels, Harold Franch, Barry Franklin, Penny Kris-Etherton, William Harris, Barbara Howard, N. Karanja, Michael Lefevre, Lawrence Rudel, Frank Sacks, Linda Horn, Mary Winston, Judith Wylie-Rosett (2006)
Diet and Lifestyle Recommendations Revision 2006: A Scientific Statement From the American Heart Association Nutrition CommitteeCirculation, 114
Suhila Sawesi, M. Rashrash, Kanitha Phalakornkule, J. Carpenter, Josette Jones (2016)
The Impact of Information Technology on Patient Engagement and Health Behavior Change: A Systematic Review of the LiteratureJMIR Medical Informatics, 4
David Portnoy, L. Scott-Sheldon, Blair Johnson, M. Carey (2008)
Computer-delivered interventions for health promotion and behavioral risk reduction: a meta-analysis of 75 randomized controlled trials, 1988-2007.Preventive medicine, 47 1
D. Bassett (2012)
Device-based monitoring in physical activity and public health researchPhysiological Measurement, 33
C. Quinn, S. Clough, James Minor, D. Lender, M. Okafor, A. Gruber-Baldini (2008)
WellDoc mobile diabetes management randomized controlled trial: change in clinical and behavioral outcomes and patient and physician satisfaction.Diabetes technology & therapeutics, 10 3
R. Kane, Jye-Shyan Wang, J. Garrard (2007)
Reporting in randomized clinical trials improved after adoption of the CONSORT statement.Journal of clinical epidemiology, 60 3
C. Free, G. Phillips, Leandro Galli, Louise Watson, L. Felix, P. Edwards, V. Patel, A. Haines (2010)
The effectiveness of M-health technologies for improving health and health services: a systematic review protocolBMC Research Notes, 3
F. Hu, M. Leitzmann, M. Stampfer, G. Colditz, W. Willett, E. Rimm (2001)
Physical activity and television watching in relation to risk for type 2 diabetes mellitus in men.Archives of internal medicine, 161 12
B. Ainsworth, L. Cahalin, M. Buman, R. Ross (2015)
The current state of physical activity assessment tools.Progress in cardiovascular diseases, 57 4
P. Ginis, A. Nieuwboer, M. Dorfman, A. Ferrari, Eran Gazit, C. Canning, L. Rocchi, L. Chiari, Jeffrey Hausdorff, A. Mirelman (2016)
Feasibility and effects of home-based smartphone-delivered automated feedback training for gait in people with Parkinson's disease: A pilot randomized controlled trial.Parkinsonism & related disorders, 22
D. Bravata, Crystal Smith-Spangler, V. Sundaram, Allison Gienger, Nan Lin, Robyn Lewis, C. Stave, I. Olkin, J. Sirard (2007)
Using pedometers to increase physical activity and improve health: a systematic review.JAMA, 298 19
C. Matthews, M. Hagströmer, D. Pober, H. Bowles (2012)
Best practices for using physical activity monitors in population-based research.Medicine and science in sports and exercise, 44 1 Suppl 1
E. Gregg, Mark Pereira, C. Caspersen (2000)
Physical Activity, Falls, and Fractures Among Older Adults: A Review of the Epidemiologic EvidenceJournal of the American Geriatrics Society, 48
L. Marchand, L. Wilkens, L. Kolonel, J. Hankin, L. Lyu (1997)
Associations of sedentary lifestyle, obesity, smoking, alcohol use, and diabetes with the risk of colorectal cancer.Cancer research, 57 21
G. Grewal, M. Schwenk, Jacqueline Lee-Eng, S. Parvaneh, M. Bharara, Robert Menzies, Talal Talal, D. Armstrong, B. Najafi (2015)
Sensor-Based Interactive Balance Training with Visual Joint Movement Feedback for Improving Postural Stability in Diabetics with Peripheral Neuropathy: A Randomized Controlled TrialGerontology, 61
C. Tudor-Locke, Joel Williams, J. Reis, Delores Pluto (2004)
Utility of Pedometers for Assessing Physical ActivitySports Medicine, 32
AbstractBackground: Portable activity sensing devices (PASDs) have received significant interest as tools for objectively measuring activity-related parameters and promoting health-related outcomes. Studies of PASDs suggest the potential value of integrating them with behavioral interventions to improve intermediate and downstream clinical outcomes.Objectives: This systematic review describes and evaluates evidence from controlled studies of interventions using PASDs on their effectiveness in health-related outcomes. Study quality was also assessed.Methods: A systematic literature search was performed of MEDLINE, Cochrane Central Register of Controlled Trials, PsycINFO, EMBASE, and CINAHL databases. We included English-language papers of controlled trials through 2015 reporting the effectiveness of PASDs in improving health-related outcomes in any population. We extracted and analyzed data on study characteristics including design, target population, interventions, and findings.Results: Seventeen trials met the inclusion criteria from a total of 9553 unique records. Study objectives varied greatly, but most sought to increase physical activity. Studies with a “passive” intervention arm using a PASD with minimal behavioral support generally did not demonstrate effectiveness in improving health-related outcomes. Interventions integrating PASDs with multiple behavioral change techniques were more likely to be effective, particularly for intermediate outcomes such as physical activity and weight loss. Trials had small sample sizes but were generally free of bias, except for blinding and selection bias.Conclusion: There is insufficient evidence to draw a conclusion about the general health-related benefits of PASD interventions. PASD interventions may improve intermediate outcomes when coupled with multiple behavioral change techniques. Devices alone or with minimal behavioral change support are insufficient to change health-related outcomes.
Journal of the American Medical Informatics Association – Oxford University Press
Published: Sep 1, 2017
Read and print from thousands of top scholarly journals.
Already have an account? Log in
Bookmark this article. You can see your Bookmarks on your DeepDyve Library.
To save an article, log in first, or sign up for a DeepDyve account if you don’t already have one.
Copy and paste the desired citation format or use the link below to download a file formatted for EndNote
Access the full text.
Sign up today, get DeepDyve free for 14 days.
All DeepDyve websites use cookies to improve your online experience. They were placed on your computer when you launched this website. You can change your cookie settings through your browser.