The Potential of Web-based Interventions for Heart Disease Self-Management: A Mixed Methods Investigation
Open accessAbstract
BACKGROUND: Existing initiatives to support patient self-management of heart disease do not appear to be reaching patients most in need. Providing self-management programs over the Internet (web-based interventions) might help reduce health disparities by reaching a greater number of patients. However, it is unclear whether they can achieve this goal and whether their effectiveness might be limited by the digital divide. OBJECTIVE: To explore the effectiveness of a web-based intervention in decreasing inequalities in access to self-management support in patients with coronary heart disease (CHD). METHODS: Quantitative and qualitative methods were used to explore use made of a web-based intervention over a period of 9 months. Patients with CHD, with or without home Internet access or previous experience using the Internet, were recruited from primary care centers in diverse socioeconomic and ethnic areas of North London, UK. Patients without home Internet were supported in using the intervention at public Internet services. RESULTS: Only 10.6% of eligible patients chose to participate (N=168). Participants were predominantly Caucasian well-educated men, with greater proportions of male and younger CHD patients among participants than were registered at participating primary care practices. Most had been diagnosed with CHD a number of years prior to the study. Relatively few had been newly diagnosed or had experienced a cardiac event in the previous 5 years. Most had home Internet access and prior experience using the Internet. A greater use of the intervention was observed in older participants (for each 5-year age increase, OR 1.25 for no, low or high intervention use, 95% CI, 1.06-1.47) and in those that had home Internet access and prior Internet experience (OR 3.74, 95% CI, 1.52-9.22). Less use was observed in participants that had not recently experienced a cardiac event or diagnosis (≥ 5 years since cardiac event or diagnosis; OR 0.69, 95% CI, 0.50-0.95). Gender and level of education were not statistically related to level of use of the intervention. Data suggest that a recent cardiac event or diagnosis increased the need for information and advice in participants. However, participants that had been diagnosed several years ago showed little need for information and support. The inconvenience of public Internet access was a barrier for participants without home Internet access. The use of the intervention by participants with little or no Internet experience was limited by a lack of confidence with computers and discomfort with asking for assistance. It was also influenced by the level of participant need for information and by their perception of the intervention. CONCLUSIONS: The availability of a web-based intervention, with support for use at home or through public Internet services, did not result in a large number or all types of patients with CHD using the intervention for self-management support. The effectiveness of web-based interventions for patients with chronic diseases remains a significant challenge.
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
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?
Our own research on Web-based interventions supports concerns about equity, with disproportionately high numbers of users having a university degree.
“Our own research on Web-based interventions supports these concerns about equity, with disproportionately high numbers of users having a university degree [29,30].”
From Web-Based Interventions for Behavior Change and Self-Management: Potential, Pitfalls, and Progress (2012) · cites this paper as [30]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The Hospital Anxiety and Depression Scale
Zigmond, A. S., & Snaith, R. P. (1983) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.1983.tb09716.x · Cited by 47,139 · see citing works
Depression and quality of life in older persons: A review
Sivertsen, H., Bjørkløf, G. H., Engedal, K., Selbæk, G., & Helvik, A.-S. (2015) · Dementia and Geriatric Cognitive Disorders · doi:10.1159/000437299 · Cited by 14,152 · see citing works
Qualitative research in health care: Analysing qualitative data
Pope, C. (2000) · BMJ · doi:10.1136/bmj.320.7227.114 · Cited by 8,131 · see citing works
Sherbourne, C. D., & Stewart, A. L. (1991) · Social Science & Medicine · doi:10.1016/0277-9536(91)90150-b · Cited by 6,643 · see citing works
The Brief Illness Perception Questionnaire
Broadbent, E., Petrie, K. J., Main, J., & Weinman, J. (2006) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2005.10.020 · Cited by 3,431 · see citing works
Health and Deprivation: Inequality and the North
Townsend, P. D., Phillimore, P., & Beattie, A. (1987) · DOAJ (DOAJ: Directory of Open Access Journals) · Cited by 1,385 · see citing works
Interactive Health Communication Applications for people with chronic disease
Murray, E., Burns, J., See Tai, S., Lai, R., & Nazareth, I. (2005) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004274.pub4 · Cited by 722 · see citing works
Self-citationRice, R. E. (2005) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2005.07.032 · Cited by 721 · see citing works
Health and deprivation. Inequality and the North
Mackenbach, J. P. (1988) · Health Policy · doi:10.1016/0168-8510(88)90006-1 · Cited by 672 · see citing works
Self-management education programmes by lay leaders for people with chronic conditions
Foster, G., Taylor, S. J., Eldridge, S. M., Ramsay, J., & Griffiths, C. (2007) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd005108.pub2 · Cited by 596 · see citing works
Health Information, The Internet, And The Digital Divide
Brodie, M., Flournoy, R., Altman, D. E., Blendon, R. J., Benson, J. M., & Rosenbaum, M. D. (2000) · Health Affairs · doi:10.1377/hlthaff.19.6.255 · Cited by 593 · see citing works
Using the Internet for Health-Related Activities: Findings From a National Probability Sample
Atkinson, N. L., Saperstein, S. L., & Pleis, J. R. (2009) · Journal of Medical Internet Research · doi:10.2196/jmir.1035 · Cited by 585 · see citing works
The Impact of Health Information on the Internet on the Physician-Patient Relationship
Murray, E., Lo, B., Pollack, L. M., Donelan, K., Catania, J., White, M. S., Zapert, K., & Turner, R. (2003) · Archives of Internal Medicine · doi:10.1001/archinte.163.14.1727 · Cited by 459 · see citing works
Self-citationShortcomings of health information on the Internet
Benigeri, M. (2003) · Health Promotion International · doi:10.1093/heapro/dag409 · Cited by 385 · see citing works
Management of Chronic Disease by Patients
Clark, N. M. (2003) · Annual Review of Public Health · doi:10.1146/annurev.publhealth.24.100901.141021 · Cited by 262 · see citing works
Factors associated with cardiac rehabilitation attendance: a systematic review of the literature
Cooper, A. F., Jackson, G., Weinman, J. A., & Horne, R. (2002) · Clinical Rehabilitation · doi:10.1191/0269215502cr524oa · Cited by 254 · see citing works
Gustafson, D. H., Hawkins, R. P., Boberg, E. W., Mctavish, F. M., Owens, B. H., Wise, M. E., Berhe, H., & Pingree, S. (2002) · International Journal of Medical Informatics · doi:10.1016/s1386-5056(02)00048-5 · Cited by 248 · see citing works
Core Components of Cardiac Rehabilitation/Secondary Prevention Programs: 2007 Update
Balady, G. J., Williams, M. A., Ades, P. A., Bittner, V., Comoss, P. M., Foody, J. A. M., Franklin, B. A., Sanderson, B., & Southard, D. R. (2007) · Journal of Cardiopulmonary Rehabilitation and Prevention · doi:10.1097/01.hcr.0000270696.01635.aa · Cited by 238 · see citing works
Baum, F. E., Bégin, M., Houweling, T. A. J., & Taylor, S. A. J. (2009) · American Journal of Public Health · doi:10.2105/ajph.2008.154856 · Cited by 190 · see citing works
Murray, E. J., Burns, J., Tai, S. S., Lai, R., & Nazareth, I. (2005) · UCL Discovery (University College London) · Cited by 171 · see citing works
Self-citationFotheringham, M. (2000) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(00)00188-4 · Cited by 152 · see citing works
The Promise and Challenge of eHealth Interventions
Atkinson, N. L., & Gold, R. S. (2002) · American Journal of Health Behavior · doi:10.5993/ajhb.26.6.10 · Cited by 140 · see citing works
Lay-led self-management in chronic illness: a review of the evidence
Newbould, J., Taylor, D. G., & Bury, M. R. (2006) · Chronic Illness · doi:10.1177/17423953060020040401 · Cited by 134 · see citing works
Kontos, E. Z., Bennett, G. G., & Viswanath, K. (2007) · Journal of Medical Internet Research · doi:10.2196/jmir.9.4.e31 · Cited by 132 · see citing works
A national dissemination of an evidence-based self-management program: a process evaluation study
Lorig, K. R., Hurwicz, M., Sobel, D. S., Hobbs, M., & Ritter, P. L. (2004) · Patient Education and Counseling · doi:10.1016/j.pec.2004.10.002 · Cited by 130 · see citing works
International Spanish/English Internet smoking cessation trial yields 20% abstinence rates at 1 year
Muñoz, R. F., Barrera, A. Z., Delucchi, K., Penilla, C., Torres, L. D., & Pérez-Stable, E. J. (2009) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntp090 · Cited by 127 · 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
Self-citationReducing disparities in the access and use of Internet health information. A discussion paper
Gilmour, J. A. (2006) · International Journal of Nursing Studies · doi:10.1016/j.ijnurstu.2006.05.007 · Cited by 116 · see citing works
The United Kingdom Expert Patients Programme: results and implications from a national evaluation
Rogers, A. E., Kennedy, A. P., Bower, P., Gardner, C., Gately, C., Lee, V., Reeves, D., & Richardson, G. A. (2008) · The Medical Journal of Australia · doi:10.5694/j.1326-5377.2008.tb02205.x · Cited by 108 · see citing works
Fell, E. G., Glasgow, R. E., Boles, S. M., & McKay, H. G. (2000) · The Science of Diabetes Self-Management and Care · doi:10.1177/014572170002600509 · Cited by 87 · see citing works
Mctavish, F. M., Gustqfson, D. H., Owens, B. H., Hawkins, R. P., Pingree, S., Wise, M. E., Taylor, J. O., & Apantaku, F. M. (1995) · Journal of Ambulatory Care Management · doi:10.1097/00004479-199507000-00006 · Cited by 72 · see citing works
The rise and fall of cardiac rehabilitation in the United Kingdom since 1998
Bethell, H. J. N., Evans, J., Turner, S. C., & Lewin, R. (2006) · Journal of Public Health · doi:10.1093/pubmed/fdl091 · Cited by 70 · see citing works
Increasing Internet use among cardiovascular patients: new opportunities for heart health promotion.
Wong, B. M., Yung, B. M., Wong, A. L. Y., Chow, C.-M., & Abramson, B. L. (2005) · PubMed · Cited by 19 · see citing works
Kerr, C., Murray, E., Burns, J., Turner, I., Westwood, M. A., MacAdam, C., Nazareth, I., & Patterson, D. (2008) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2008.003006 · Cited by 8 · see citing works
Self-citationHealth inequalities in England: advocacy, articulation and action
Adshead, F., & Thorpe, A. (2009) · Perspectives in Public Health · doi:10.1177/1757913908098880 · Cited by 4 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Latulippe, K., Hamel, C., & Giroux, D. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.6731 · Cited by 458 · see citing works
Web 2.0 chronic disease self-management for older adults: a systematic review
Stellefson, M., Chaney, B., Barry, A. E., Chavarria, E., Tennant, B., Walsh-Childers, K., Sriram, P. S., & Zagora, J. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2439 · Cited by 315 · see citing works
Web-Based Interventions for Behavior Change and Self-Management: Potential, Pitfalls, and Progress
Murray, E. (2012) · Medicine 2.0 · doi:10.2196/med20.1741 · Cited by 219 · see citing works
Self-citationBørøsund, E., Cvancarova, M., Moore, S. M., Ekstedt, M., & Ruland, C. M. (2014) · Journal of Medical Internet Research · doi:10.2196/jmir.3348 · Cited by 148 · see citing works
Jones, R. (2013) · Medicine 2.0 · doi:10.2196/med20.2559 · Cited by 34 · see citing works
- Authors
- Kerr, C., Murray, E., Noble, L., Morris, R., Bottomley, C., Stevenson, F., Patterson, D., Peacock, R., Turner, I., Jackson, K., & Nazareth, I.
- Affiliations
- University College London (GB)
- London School of Hygiene & Tropical Medicine (GB)
- Whittington Hospital (GB)
- Corresponding author
- Murray, Elizabeth
- ORCID
- Venue
- Journal of Medical Internet Research
- Publisher
- JMIR Publications Inc.
- Published
- 2010-12-02
- Volume
- 12
- Issue
- 4
- Pages
- e56
- ISSN
- 1438-8871 (ISSN-L)
- PMC
- PMC3056534
- OpenAlex
- W2169523372
- Cited by
- 54
- References
- 35
- Citations by year
- 2026: 1 · 2023: 1 · 2022: 1 · 2021: 2 · 2020: 3 · 2019: 4 · 2018: 3 · 2017: 7 · 2016: 5 · 2015: 8 · 2014: 7 · 2013: 11 · 2012: 1
- FWCI
- 6.82
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Journal of Medical Internet Research (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- LSHTM Research Online (London School of Hygiene and Tropical Medicine) (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- UCL Discovery (University College London) (submittedVersion)
- Bristol Research (University of Bristol) (submittedVersion)
- Funders
- University of Wisconsin-Madison
- National Institute for Health and Care Research
- Bupa Foundation (BUPAF/33a/05)
- University College London
- Rural Development Administration
- Topics
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Health Sciences › Health Professions › General Health Professions › Health Literacy and Information Accessibility
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiac Health and Mental Health
- Keywords
- online intervention, coronary artery disease, digital divide, health disparities, internet access, public internet access, intervention use, socioeconomic disparities, patient participation, primary care, health information needs, technology adoption barriers, online health information seeking, self-efficacy, social support
- MeSH terms
- Adult, Age Factors, Aged, Coronary Disease, Counseling, Female, Humans, London, Male, Middle Aged, Patient Acceptance of Health Care, Patient Education as Topic, Surveys and Questionnaires, Self Care, Health Behavior, Patient Satisfaction, Disease Management, Internet
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