Online Health Behavior and Disease Management Programs: Are We Ready for Them? Are They Ready for Us?
Open accessAbstract
Advancing the science and practice of health promotion and disease management on the Internet requires a systematic program of research examining the population impact of such programs. With impact described as the combination of effectiveness and participation, such research needs to include the examination of the quality and effectiveness of programs that are available to the general public, as well as descriptive and predictive knowledge about population readiness to participate in such programs. There have been few studies examining the quality of interactive health behavior change (HBC) programs on the Internet, and even fewer investigations of the effectiveness of such programs. Based on the review of over 300 HBC programs on the Internet using the "5 A's" of Health Behavior Change on the Internet (HBC-I Screener), which represent standard minimum guidelines for evaluation, it appears HBC on the Internet is in the early stages of development. As health behavior change on the Internet matures from the provision of health information to meeting the requirements necessary to produce health behavior change, and as program developers take advantage of the interactive nature of the Internet, the basic screening and expanded evaluation criteria developed in this project will provide templates for both consumers and developers of programs. The second component necessary for evaluating the impact of HBC on the Internet is the extent to which the population is ready to participate in such programs. We need to move beyond a narrow focus on early adopters and produce a population perspective that includes those not ready, those getting ready, and those ready to use such programs, as well as those already participating. By understanding participation levels of such programs, and what drives this participation, the development and dissemination of practical tailored and targeted interventions can help maximize population participation in Internet programs for health behavior change.
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Cites
Treating tobacco use and dependence-Clinical practice guideline
Mc, F. (2000) · Medical Entomology and Zoology · Cited by 3,616 · see citing works
One size does not fit all: the case for tailoring print materials
Kreuter, M. W., Strecher, V. J., & Glassman, B. (1999) · Annals of Behavioral Medicine · doi:10.1007/bf02895958 · Cited by 831 · see citing works
Smoking cessation treatment on the Internet: Content, quality, and usability
Bock, B., Graham, A., Sciamanna, C., Ph.D, J. K., Whiteley, J., Carmona-Barros, R., Niaura, R., & Abrams, D. (2004) · Nicotine & Tobacco Research · doi:10.1080/14622200410001676332 · Cited by 137 · see citing works
Strengths and Weaknesses of Health Behavior Change Programs on the Internet
Evers, K. E., Prochaska, J. M., Prochaska, J. O., Driskell, M.-M., Cummins, C. O., & Velicer, W. F. (2003) · Journal of Health Psychology · doi:10.1177/1359105303008001435 · Cited by 103 · see citing works
Self-citationDevelopment of Review Criteria to Evaluate Health Behavior Change Websites
Cummins, C. O., Prochaska, J. O., Driskell, M.-M., Evers, K. E., Wright, J. A., Prochaska, J. M., & Velicer, W. F. (2003) · Journal of Health Psychology · doi:10.1177/1359105303008001434 · Cited by 33 · see citing works
Self-citationCummins, C. O., Evers, K. E., Johnson, J. L., Paiva, A. L., Prochaska, J. O., & Prochaska, J. M. (2004) · PubMed · Cited by 17 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Website-Delivered Physical Activity Interventions
Vandelanotte, C., Spathonis, K. M., Eakin, E. G., & Owen, N. (2007) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2007.02.041 · Cited by 475 · see citing works
Bewick, B. M., Trusler, K., Barkham, M., Hill, A. J., Cahill, J., & Mulhern, B. (2008) · Preventive Medicine · doi:10.1016/j.ypmed.2008.01.005 · Cited by 233 · see citing works
Crutzen, R., de Nooijer, J., Brouwer, W., Oenema, A., Brug, J., & de Vries, N. K. (2011) · Health Education & Behavior · doi:10.1177/1090198110372878 · Cited by 158 · see citing works
Brouwer, W., Oenema, A., Raat, H., Crutzen, R., de Nooijer, J., de Vries, N. K., & Brug, J. (2010) · Health Education Research · doi:10.1093/her/cyp063 · Cited by 147 · see citing works
The impact of Internet use for weight loss
Saperstein, S. L., Atkinson, N. L., & Gold, R. S. (2007) · Obesity Reviews · doi:10.1111/j.1467-789x.2007.00374.x · Cited by 143 · see citing works
Internet Interventions for Long-Term Conditions: Patient and Caregiver Quality Criteria
Kerr, C., Murray, E., Stevenson, F. A., Gore, C., & Nazareth, I. (2006) · Journal of Medical Internet Research · doi:10.2196/jmir.8.3.e13 · Cited by 126 · see citing works
Internet-based interventions for young people with problematic substance use: a systematic review
Tait, R. J., & Christensen, H. (2010) · Medical Journal of Australia · doi:10.5694/j.1326-5377.2010.tb03687.x · Cited by 115 · see citing works
Internet-delivered interventions aimed at adolescents: a Delphi study on dissemination and exposure
Crutzen, R., de Nooijer, J., Brouwer, W., Oenema, A., Brug, J., & de Vries, N. K. (2008) · Health Education Research · doi:10.1093/her/cym094 · Cited by 100 · see citing works
eHealth Promotion: The Use of the Internet for Health Promotion
Evers, K. E. (2006) · American Journal of Health Promotion · doi:10.4278/0890-1171-20.4.1 · Cited by 96 · see citing works
Self-citationRiet, J. V. ‘., Crutzen, R., & de Vries, H. (2010) · Journal of Medical Internet Research · doi:10.2196/jmir.1345 · Cited by 93 · see citing works
Interactive Behavior Change Technology to Support Diabetes Self-Management
Piette, J. D. (2007) · Diabetes Care · doi:10.2337/dc07-1046 · Cited by 90 · see citing works
Schneider, F., van Osch, L., & de Vries, H. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.1863 · Cited by 75 · see citing works
The University of North Carolina at Chapel Hill University Libraries (2020) · PubMed · doi:10.17615/m4tg-fa10 · Cited by 74 · see citing works
Adolescents' use of the Internet: a controversial, coming-of-age resource.
Borzekowski, D. L. G. (2006) · PubMed · doi:10.1016/j.admecli.2005.10.006 · Cited by 72 · see citing works
Schulz, D. N., Candel, M. J. J. M., Kremers, S., Reinwand, D. A., Jander, A., & de Vries, H. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2568 · Cited by 70 · see citing works
Walthouwer, M. J. L., Oenema, A., Lechner, L., & de Vries, H. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.4083 · Cited by 68 · see citing works
Soetens, K. C. M., Vandelanotte, C., de Vries, H., & Mummery, K. W. (2014) · Journal of Health Communication · doi:10.1080/10810730.2014.894597 · Cited by 65 · see citing works
Couper, M. P., Peytchev, A., Strecher, V. J., Rothert, K., & Anderson, J. P. (2007) · Journal of Medical Internet Research · doi:10.2196/jmir.9.2.e16 · Cited by 63 · see citing works
The Assessment of User Engagement with eHealth Content: The eHealth Engagement Scale1
Lefebvre, R. C., Tada, Y., Hilfiker, S. W., & Baur, C. (2010) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2009.01514.x · Cited by 62 · see citing works
eHealth Research and Healthcare Delivery
Curry, S. J. (2007) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2007.01.026 · Cited by 61 · see citing works
Crutzen, R., de Nooijer, J., Brouwer, W., Oenema, A., Brug, J., & de Vries, N. K. (2009) · Health Promotion International · doi:10.1093/heapro/dap018 · Cited by 60 · see citing works
Schneider, F., van Osch, L., Schulz, D. N., Kremers, S., & de Vries, H. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.1939 · Cited by 59 · see citing works
Mevissen, F. E. F., Ruiter, R. A. C., Meertens, R. M., Zimbile, F., & Schaalma, H. P. (2011) · Psychology and Health · doi:10.1080/08870446.2011.531575 · Cited by 58 · see citing works
Telemental health and Web-based applications in children and adolescents
Siemer, C. P., Fogel, J., & Van Voorhees, B. W. (2011) · Child and Adolescent Psychiatric Clinics of North America · doi:10.1016/j.chc.2010.08.012 · Cited by 54 · see citing works
Schulz, D. N., Schneider, F., de Vries, H., van Osch, L., van Nierop, P. W., & Kremers, S. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.1968 · Cited by 54 · see citing works
Patient-focused Internet interventions in reproductive medicine: a scoping review
Aarts, J. W. M., van den Haak, P., Nelen, W. L. D. M., Tuil, W. S., Faber, M. J., & Kremer, J. A. M. (2012) · Human Reproduction Update · doi:10.1093/humupd/dmr045 · Cited by 52 · see citing works
Iloabachie, C., Wells, C., Goodwin, B., Baldwin, M., Vanderplough-Booth, K., Gladstone, T., Murray, M., Fogel, J., & Van Voorhees, B. W. (2011) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2011.08.004 · Cited by 48 · see citing works
“However, Internet interventions remain dependent on their contexts (including setting and degree and form of supervision) as well as attitudinal factors (Trans-Theoretical Model of Change and Theory of Planned Behavior) [34], with less than 10% of the population ready to engage a lifestyle change online at any given m…”
BackgroundLisetti, C., Amini, R., & Yasavur, U. (2015) · Künstliche Intell. · doi:10.1007/s13218-015-0357-0 · Cited by 42 · see citing works
Gladstone, T. R. G., Marko-Holguin, M., Rothberg, P. C., Nidetz, J., Diehl, A., DeFrino, D. T., Harris, M., Ching, E., Eder, M., Canel, J., et al. (2015) · Trials · doi:10.1186/s13063-015-0705-2 · Cited by 41 · see citing works
Crutzen, R., de Nooijer, J., Candel, M. J. J. M., & de Vries, N. K. (2008) · Journal of Health Psychology · doi:10.1177/1359105308095064 · Cited by 37 · see citing works
Effectiveness of online word of mouth on exposure to an Internet-delivered intervention
Crutzen, R., de Nooijer, J., Brouwer, W., Oenema, A., Brug, J., & de Vries, N. K. (2008) · Psychology and Health · doi:10.1080/08870440802521094 · Cited by 35 · see citing works
Brown, L. L., Lustria, M. L. A., & Rankins, J. (2007) · Journal of Diabetes Science and Technology · doi:10.1177/193229680700100615 · Cited by 34 · see citing works
Fleisher, L. G., Kandadai, V., Keenan, E., Miller, S. M., Devarajan, K., Ruth, K. J., Rodoletz, M., Bieber, E. J., & Weinberg, D. S. (2011) · Journal of Health Communication · doi:10.1080/10810730.2011.571338 · Cited by 30 · see citing works
Pilot study of Internet-based early intervention for combat-related mental distress
Voorhees, B. W. V., Gollan, J. K., & Fogel, J. (2012) · The Journal of Rehabilitation Research and Development · doi:10.1682/jrrd.2011.05.0095 · Cited by 27 · see citing works
Understanding Adolescent Response to a Technology-Based Depression Prevention Program
Gladstone, T., Marko-Holguin, M., Henry, J., Fogel, J., Diehl, A., & Van Voorhees, B. W. (2014) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2013.850697 · Cited by 26 · see citing works
Stanczyk, N. E., Bolman, C. A. W., Smit, E. S., Candel, M. J. J. M., Muris, J. W. M., & de Vries, H. (2013) · Health Education Research · doi:10.1093/her/cyt104 · Cited by 25 · see citing works
Finkelstein, J., Lapshin, O., & Cha, E. (2008) · Journal of Medical Internet Research · doi:10.2196/jmir.1089 · Cited by 24 · see citing works
Crutzen, R., de Nooijer, J., Brouwer, W., Oenema, A., Brug, J., & de Vries, N. K. (2008) · Health Education · doi:10.1108/09654280810855568 · Cited by 23 · see citing works
Kroeze, W., Oenema, A., Campbell, M. K., & Brug, J. (2008) · Journal of Medical Internet Research · doi:10.2196/jmir.940 · Cited by 23 · see citing works
(2010) · PubMed · Cited by 23 · see citing works
Schneider, F., Schulz, D. N., Pouwels, L. H., de Vries, H., & van Osch, L. (2013) · BMC Public Health · doi:10.1186/1471-2458-13-721 · Cited by 22 · see citing works
Pettus, A. J., Mendez‐Luck, C. A., Bergeron, C. D., Ahn, S., Towne, S. D., Ory, M. G., & Smith, M. L. (2016) · Journal of Women s Health · doi:10.1089/jwh.2016.5843 · Cited by 22 · see citing works
Poelman, M. P., Steenhuis, I. H., de Vet, E., & Seidell, J. C. (2013) · Journal of Nutrition Education and Behavior · doi:10.1016/j.jneb.2013.05.008 · Cited by 20 · see citing works
“Peers, parents and phones”—Swedish adolescents and health promotion
Lindqvist, A.-K., Kostenius, C., & Gard, G. (2012) · International Journal of Qualitative Studies on Health and Well-Being · doi:10.3402/qhw.v7i0.17726 · Cited by 20 · see citing works
Improving health information access through social networking
Freyne, J., Berkovsky, S., Kimani, S., Baghaei, N., & Brindal, E. (2010) · Proceedings - IEEE Symposium on Computer-Based Medical Systems · doi:10.1109/cbms.2010.6042666 · Cited by 19 · see citing works
Simkin‐Silverman, L. R., Conroy, M. B., Bhargava, T. D., & McTigue, K. M. (2011) · The Science of Diabetes Self-Management and Care · doi:10.1177/0145721710396587 · Cited by 19 · see citing works
Internet-based interventions for alcohol, tobacco and other substances of abuse
A. Cunningham, J. (2007) · Translation of Addictions Science Into Practice · doi:10.1016/b978-008044927-2/50068-7 · Cited by 18 · see citing works
Ethical Issues in the Design and Conduct of Community-Based Intervention Studies
Glanz, K., Kegler, M. C., & Rimer, B. K. (2009) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780195322934.003.0006 · Cited by 18 · see citing works
Mevissen, F. E. F., Eiling, E., Bos, A. E. R., Tempert, B. F., Mientjes, M., & Schaalma, H. P. (2012) · Patient Education and Counseling · doi:10.1016/j.pec.2012.04.007 · Cited by 13 · see citing works
Optimizing diffusion of an online computer tailored lifestyle program: a study protocol
Schneider, F., van Osch, L., Kremers, S., Schulz, D. N., van Adrichem, M. J., & de Vries, H. (2011) · BMC Public Health · doi:10.1186/1471-2458-11-480 · Cited by 11 · see citing works
Gladstone, T. R. G., Rintell, L. S., Buchholz, K. R., & Myers, T. L. (2021) · Social Sciences · doi:10.3390/socsci10100398 · Cited by 9 · see citing works
Road Rage: Prevalence Pattern and Web Based Survey Feasibility
Mina, S., Verma, R., Balhara, Y. P. S., & Ul-Hassan, S. (2014) · Psychiatry Journal · doi:10.1155/2014/897493 · Cited by 9 · see citing works
Casajuana, C., Cofiño, R., & López, M. J. (2014) · Gaceta Sanitaria · doi:10.1016/j.gaceta.2013.12.008 · Cited by 8 · see citing works
Whitten, P. S., Kreps, G. L., & Eastin, M. S. (2005) · Journal of Medical Internet Research · doi:10.2196/jmir.7.3.e34 · Cited by 8 · see citing works
How to reach a target group with Internet-delivered interventions?
Crutzen, R., de Nooijer, J., & de Vries, N. K. (2008) · Research Publications (Maastricht University) · Cited by 8 · see citing works
Walker, L. O., Im, E., & Vaughan, M. W. (2012) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2012.0008 · Cited by 7 · see citing works
Health promotion actions in mass-media for seniors in selected European countries
Rogala, M. B. (2022) · Epidemiology Biostatistics and Public Health · doi:10.2427/12410 · Cited by 6 · see citing works
Reach out and touch? : improving reach and use of an Internet-delivered lifestyle intervention
Schneider, F. (2014) · doi:10.26481/dis.20140131fs · Cited by 5 · see citing works
Surfing depth on a behaviour change website: Predictors and effects on behaviour
Jacobs, N., Bourdeaudhuij, I. D., & Claes, N. (2010) · Informatics for Health and Social Care · doi:10.3109/17538157.2010.492922 · Cited by 4 · see citing works
Personalized fertility care in the Internet era
Aarts, J. W. M. (2012) · Radboud Repository (Radboud University) · Cited by 3 · see citing works
Krūmiņa, A. A., & Ļubenko, J. (2016) · Journal of Teacher Education for Sustainability · doi:10.1515/jtes-2016-0006 · Cited by 2 · see citing works
Impact Analysis of Mobile Medical APPs Based on AHP-TOPSIS
Li, X., You, J., & Zhao, W. (2020) · International Conference on Mathematics and Artificial Intelligence (ICMAI) · doi:10.1145/3395260.3395272 · Cited by 2 · see citing works
Purpose and satisfaction of activities in rural communities using ecological momentary assessment
Wong, J. L. G. (2016) · The Mathematics Enthusiast
- Authors
- Evers, K. E., Cummins, C. O., Prochaska, J. O., & Prochaska, J. M.
- Affiliations
- Pro Change Behavior Systems (United States) (US)
- Corresponding author
- Evers, Kerry E
- ORCID
- Evers, Kerry E
- Venue
- Journal of Medical Internet Research
- Publisher
- JMIR Publications Inc.
- Published
- 2005-07-01
- Volume
- 7
- Issue
- 3
- Pages
- e27
- ISSN
- 1438-8871 (ISSN-L)
- OpenAlex
- W2051276003
- Cited by
- 67
- References
- 6
- Citations by year
- 2022: 1 · 2021: 1 · 2020: 2 · 2016: 3 · 2015: 4 · 2014: 5 · 2013: 5 · 2012: 8
- FWCI
- 13.29
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Journal of Medical Internet Research (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Journal of Media Literacy Education (submittedVersion, cc-by)
- Funders
- Robert Wood Johnson Foundation
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Literacy and Information Accessibility
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Keywords
- internet-based health promotion, disease management, program quality, program effectiveness, program participation, personalized interventions, early adopters
- MeSH terms
- Attitude to Health, Community Participation, Humans, Information Services, Online Systems, Social Change, United States, Health Behavior, Patient Selection, Information Dissemination
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