The DOI matches its Crossref record; 32 of the 32 references it cites were found in a registry or an index.
Information Technology and Lifestyle: A Systematic Evaluation of Internet and Mobile Interventions for Improving Diet, Physical Activity, Obesity, Tobacco, and Alcohol Use
Open accessAbstract
BACKGROUND: Novel interventions are needed to improve lifestyle and prevent noncommunicable diseases, the leading cause of death and disability globally. This study aimed to systematically review, synthesize, and grade scientific evidence on effectiveness of novel information and communication technology to reduce noncommunicable disease risk. METHODS AND RESULTS: We systematically searched PubMed for studies evaluating the effect of Internet, mobile phone, personal sensors, or stand-alone computer software on diet, physical activity, adiposity, tobacco, or alcohol use. We included all interventional and prospective observational studies conducted among generally healthy adults published between January 1990 and November 2013. American Heart Association criteria were used to evaluate and grade the strength of evidence. From 8654 abstracts, 224 relevant reports were identified. Internet and mobile interventions were most common. Internet interventions improved diet (N=20 studies) (Class IIa A), physical activity (N=33), adiposity (N=35), tobacco (N=22), and excess alcohol (N=47) (Class I A each). Mobile interventions improved physical activity (N=6) and adiposity (N=3) (Class I A each). Evidence limitations included relatively brief durations (generally <6 months, nearly always <1 year), heterogeneity in intervention content and intensity, and limited representation from middle/low-income countries. CONCLUSIONS: Internet and mobile interventions improve important lifestyle behaviors up to 1 year. This systematic review supports the need for long-term interventions to evaluate sustainability.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Figures




Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Recently, wearable technologies incorporating PA trackers have become popular to promote behaviour change in long-term conditions such as T2D.11”
From Mobile Health Biometrics to Enhance Exercise and Physical Activity Adherence in Type 2 Diabetes (MOTIVATE-T2D): a decentralised feasibility randomised controlled trial delivered across the UK and Canada (2025) · cites this paper as [11]
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Lim, S. S., Vos, T., Flaxman, A. D., Danaei, G., Shibuya, K., Adair-Rohani, H., AlMazroa, M. A., Amann, M., Anderson, H. R., Andrews, K. G., et al. (2012) · The Lancet · doi:10.1016/s0140-6736(12)61766-8 · Cited by 11,805
The State of US Health, 1990-2010: Burden of Diseases, Injuries, and Risk Factors
Murray, C. J. L. (2013) · JAMA · doi:10.1001/jama.2013.13805 · Cited by 2,438 · cited 1×
“N oncommunicable diseases (NCDs) are the leading cause of mortality and morbidity globally, accounting for 65% of deaths and 54% of disability-adjusted life-years in 2010.(1,2) Suboptimal lifestyle is the major cause of NCDs, including poor diet, physical inactivity, tobacco, adiposity, and excess alcohol.”
BackgroundEckel, R. H., Jakicic, J. M., Ard, J. D., de Jesus, J. M., Miller, N. H., Hubbard, V. S., Lee, I.-M., Lichtenstein, A. H., Loria, C. M., Millen, B. E., et al. (2014) · Circulation · doi:10.1161/01.cir.0000437740.48606.d1 · Cited by 2,261
Hilpert, M., Brockmeier, K., Dordel, S., Koch, B., Weiß, V., Ferrari, N., Tokarski, W., & Gräf, C. (2017) · Obesity Facts · doi:10.1159/000464105 · Cited by 1,185
Artinian, N. T., Fletcher, G. F., Mozaffarian, D., Kris-Etherton, P., Van Horn, L., Lichtenstein, A. H., Kumanyika, S., Kraus, W. E., Fleg, J. L., Redeker, N. S., et al. (2010) · Circulation · doi:10.1161/cir.0b013e3181e8edf1 · Cited by 919
Self-citationA Review of eHealth Interventions for Physical Activity and Dietary Behavior Change
Norman, G. J., Zabinski, M. F., Adams, M. A., Rosenberg, D. E., Yaroch, A. L., & Atienza, A. A. (2007) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2007.05.007 · Cited by 605
Mozaffarian, D., Afshin, A., Benowitz, N. L., Bittner, V., Daniels, S. R., Franch, H. A., Jacobs, D. R., Kraus, W. E., Kris-Etherton, P. M., Krummel, D. A., et al. (2012) · Circulation · doi:10.1161/cir.0b013e318260a20b · Cited by 601
Self-citationTurner-McGrievy, G. M., Beets, M. W., Moore, J. B., Kaczynski, A. T., Barr-Anderson, D. J., & Tate, D. F. (2013) · Journal of the American Medical Informatics Association · doi:10.1136/amiajnl-2012-001510 · Cited by 373
Mobile Phone Interventions to Increase Physical Activity and Reduce Weight
Stephens, J. D., & Allen, J. K. (2013) · The Journal of Cardiovascular Nursing · doi:10.1097/jcn.0b013e318250a3e7 · Cited by 365
The efficacy of a daily self‐weighing weight loss intervention using smart scales and e‐mail
Steinberg, D. M., Tate, D. F., Bennett, G. G., Ennett, S., Samuel‐Hodge, C., & Ward, D. S. (2013) · Obesity · doi:10.1002/oby.20396 · Cited by 212
Cited by
Sorted by citations
Items 201–234 of 234
Christensen, J. R., Sortsø, C., Lauridsen, J. T., Jakobsen, P. R., Laursen, D. H., Nielsen, J. B., Søndergaard, J., & Brandt, C. J. (2021) · doi:10.2196/preprints.27240
Imeraj, A., Olesen, T. B., Laursen, D. H., Søndergaard, J., & Brandt, C. J. (2022) · doi:10.2196/preprints.40739
Khan, A., Amin, I., Sanders, G., Imani, S., Haffeez, A., Khan, A., Khan, A. A., & Siow, Y. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4105821
Delestre, F., Debailly, R., Kerever, S., & Hansel, B. (2022) · Nutrition Clinique et Métabolisme · doi:10.1016/j.nupar.2022.07.002 · Cited by 1
Sharma, N., Bakshi, R. K., Singh, M., & Aggarwal, P. (2022) · Bharati Vidyapeeth Medical Journal · doi:10.56136/bvmj/2022_00087
Pahmeier, I., & Tiemann, M. (2022) · Springer eBooks · doi:10.1007/978-3-662-64695-3_22
Buntrock, C., Baumeister, H., & Ebert, D. D. (2023) · Springer eBooks · doi:10.1007/978-3-662-65816-1_20
Teledentistry's Evolution Post-COVID-19: Moving from Crisis Response to Long-Term Solutions
Kamel, A. H. M., Basuoni, A., Al‐Qadhi, G., & AbuBakr, N. (2024) · Odovtos - International Journal of Dental Sciences · doi:10.15517/ijds.2024.59571
Metabolismo de alimentos obesogénicos en el sobrepeso y obesidad
Arteaga, C., Bustillos-Ortiz, D. I., & Bustillos, A. (2024) · Editorial Grupo AEA eBooks · doi:10.55813/egaea.cl.51
Kukihara, H., Yamawaki, N., Nakashima, F., Ando, M., & Nishio, M. (2024) · Open Journal of Nursing · doi:10.4236/ojn.2024.1412046
The Link Between Mobile Phone Use and Cardiovascular Disease: A Call for Greater Attention
Zhang, Y., & Qin, X. (2025) · Canadian Journal of Cardiology · doi:10.1016/j.cjca.2025.02.024
Aberle, J., Lautenbach, A., Meyhöfer, S., Menzen, M., Selig, L., Mai, K., Blüher, M., & Terkamp, C. (2025) · Diabetes aktuell · doi:10.1055/a-2539-0910
Coutinho, F., Ogourtsova, T., Brien, M., Krishna, D., Saxena, G., Prakash, D., Venkatachalapathy, N., & Ponnusamy, R. (2025) · JMIR Pediatrics and Parenting · doi:10.2196/71827
Aberle, J., Lautenbach, A., Meyhöfer, S., Menzen, M., Selig, L., Mai, K., Blüher, M., & Terkamp, C. (2025) · Die Diabetologie · doi:10.1007/s11428-025-01344-8
Kristoffersen, S. F., Christensen, J. R., Jeremiassen, L. M. R., Kylkjær, L. B., Christensen, N. R., Jørgensen, S. W., Kristensen, J. K., Wehberg, S., Raymond, I. E., Jarbøl, D. E., et al. (2025) · Nutrients · doi:10.3390/nu17152494 · Cited by 2
Boedt, T., Fong, S. L., Dancet, E. A. F., Mestdagh, M., Verbeke, J., Geerts, D., Spiessens, C., & Matthys, C. (2025) · JMIR Human Factors · doi:10.2196/65815
Mendes, T. M., Lammila-Escalera, E., Jácome, C. I. O., & Neves, A. L. (2025) · European Journal of General Practice · doi:10.1080/13814788.2025.2567457
Buckingham, S. A., Morrissey, K., Williams, A. J., Price, L., & Harrison, J. T. (2020) · Figshare · doi:10.6084/m9.figshare.13186034
Tyldesley‐Marshall, N., Greenfield, S. M., Parretti, H. M., Jolly, K., Jebb, S., & Daley, A. (2021) · Figshare · doi:10.6084/m9.figshare.14881005
Buckingham, S. A., Morrissey, K., Williams, A. J., Price, L. L., & Harrison, J. (2020) · Figshare · doi:10.6084/m9.figshare.13186040
Buckingham, S. A., Morrissey, K., Williams, A. J., Price, L. L., & Harrison, J. (2020) · Figshare · doi:10.6084/m9.figshare.13186031
Tyldesley‐Marshall, N., Greenfield, S. M., Parretti, H. M., Jolly, K., Jebb, S., & Daley, A. J. (2021) · Figshare · doi:10.6084/m9.figshare.14880999
Brazeau, B., Hodgins, D. C., Cunningham, J. A., Bennett, K., & Bennett, A. (2021) · Figshare · doi:10.6084/m9.figshare.17306016
Tyldesley‐Marshall, N., Greenfield, S. M., Parretti, H. M., Jolly, K., Jebb, S., & Daley, A. J. (2021) · Figshare · doi:10.6084/m9.figshare.14881002
Buckingham, S. A., Morrissey, K., Williams, A. J., Price, L. L., & Harrison, J. T. (2020) · Figshare · doi:10.6084/m9.figshare.13186028
Buckingham, S. A., Morrissey, K., Williams, A. J., Price, L. L., & Harrison, J. (2020) · Figshare · doi:10.6084/m9.figshare.13186037
Aberle, J., Lautenbach, A., Meyhöfer, S., Menzen, M., Selig, L., Mai, K., Blüher, M., & Terkamp, C. (2025) · Diabetologie und Stoffwechsel · doi:10.1055/a-2592-8270
Aberle, J., Lautenbach, A., Meyhöfer, S., Menzen, M., Selig, L., Mai, K., Blüher, M., & Terkamp, C. (2026) · Die Diabetologie · doi:10.1007/s11428-026-01446-x
Jia, Y., Huang, J., Zhou, S., Wan, X., Xie, Q., Zhao, Y., Yang, J., & Feng, H. (2026) · JMIR Aging · doi:10.2196/75920
Aberle, J., Lautenbach, A., Meyhöfer, S., Menzen, M., Selig, L., Mai, K., Blüher, M., & Terkamp, C. (2026) · Experimental and Clinical Endocrinology & Diabetes · doi:10.1055/a-2766-3375
Mental health implications in the older adults of internet access in China
Zhang, C., Zhou, L., & Cheng, X. (2026) · Frontiers in Public Health · doi:10.3389/fpubh.2026.1858590
Ackermann, L. J., Wirth, B., Brändle, M., & Kowatsch, T. (2026) · doi:10.2196/preprints.111252
Obesity in adults: overview of a clinical practice guideline for South Africa
Conradie-Smit, M., May, W., Arendse, C., Bantjes, J., Bayat, Z., Barnard, E., Bhana, S., Chandiwana, N., Cois, A., Diab, P., et al. (2026) · Frontiers in Endocrinology · doi:10.3389/fendo.2026.1875018
Metadata
- Authors
- Afshin, A., Babalola, D., Mclean, M., Yu, Z., Ma, W., Chen, C., Arabi, M., & Mozaffarian, D.
- Affiliations
- Tufts University (US)
- Saint Joseph Hospital (US)
- New York Academy of Sciences (US)
- Brigham and Women's Hospital (US)
- Harvard University (US)
- National Yang Ming University Hospital (TW)
- Global Alliance for Improved Nutrition (CH)
- Corresponding author
- Afshin, Ashkan
- Venue
- Journal of the American Heart Association
- Published
- 2016-09
- Volume
- 5
- Issue
- 9
- ISSN
- 2047-9980 (ISSN-L)
- PMC
- PMC5079005
- OpenAlex
- W2511317042
- Cited by
- 235
- References
- 32
- Citations by year
- 2026: 7 · 2025: 21 · 2024: 18 · 2023: 19 · 2022: 25 · 2021: 41 · 2020: 34 · 2019: 24 · 2018: 32 · 2017: 11 · 2016: 2
- FWCI
- 42.84
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc
- Locations
- Journal of the American Heart Association (publishedVersion, cc-by-nc)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- Digital Access to Scholarship at Harvard (DASH) (Harvard University) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Heart, Lung, and Blood Institute (R01HL115189)
- Topics
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Physical Activity and Health
- Keywords
- online intervention, mobile health intervention, information and communication technologies, non-communicable disease prevention, diet, physical activity, adiposity, obesity, tobacco use, alcohol consumption, lifestyle modification, digital health interventions
- MeSH terms
- Diet, Healthy, Information Technology, Tobacco Smoking, Alcohol Drinking, Humans, Life Style, Obesity, Therapy, Computer-Assisted, Exercise, Internet, Text Messaging, Mobile Applications
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review