Cost-effectiveness of automated telephone self-management support with nurse care management among patients with diabetes
Open accessAbstract
PURPOSE: This study evaluated the cost-effectiveness of an automated telephone self-management support with nurse care management (ATSM) intervention for patients with type 2 diabetes, which was tested among patients receiving primary care in publicly funded (safety net) clinics, focusing on non-English speakers. METHODS: We performed cost analyses in the context of a randomized trial among primary care patients comparing the effects of ATSM (n = 112) and usual care (n = 114) on diabetes-related outcomes in 4 San Francisco safety net clinics. ATSM uses interactive phone technology to provide surveillance, patient education, and one-on-one counseling, and was implemented in 3 languages for a 9-month period. Cost utility was examined using quality-adjusted life-years (QALYs) derived from changes in scores on the 12-Item Short Form Health Survey. We also examined cost-effectiveness for costs associated with a 10% increase in the proportion of patients meeting diabetes-specific public health goals for increasing exercise, as recommended by Healthy People 2010 and the American Diabetes Association. RESULTS: The annual cost of the ATSM intervention per QALY gained, relative to usual care, was $65,167 for start-up and ongoing implementation costs combined, and $32,333 for ongoing implementation costs alone. In sensitivity analyses, costs per QALY ranged from $29,402 to $72,407. The per-patient cost to achieve a 10% increase in the proportion of intervention patients meeting American Diabetes Association exercise guidelines was estimated to be $558 when all costs were considered and $277 when only ongoing costs were considered. CONCLUSIONS: The ATSM intervention for diverse patients with diabetes had a cost utility for functional outcomes similar to that of many other accepted interventions targeted at diabetes prevention and treatment, and achieved public health physical activity objectives at modest costs. Because a considerable proportion of costs were fixed, cost-utility and cost-effectiveness estimates would likely be substantially improved in a scaled-up ATSM program.
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?
Full economic evaluations integrating three mHealth technologies reported QALY gained values equivalent to 47.2% and 62.5% of their respective countries' GDP per capita.
“Those that integrated three mHealth technologies reported QALY gained values of equivalent to 47.2% and 62.5% of their respective countries' GDP per capita [39,40].”
From Cost and cost-effectiveness of mHealth interventions for the prevention and control of type 2 diabetes mellitus: A systematic review (2020) · cites this paper as [40]
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
Standards of Medical Care in Diabetes
Power, D. V. (2006) · Diabetes Care · doi:10.2337/diacare.29.02.06.dc05-1593 · Cited by 8,672 · see citing works
Economic Costs of Diabetes in the U.S. in 2002
American Diabetes Association (2003) · Diabetes Care · doi:10.2337/diacare.26.3.917 · Cited by 4,147 · see citing works
Yu, S. M. (1998) · Maternal and Child Health Journal · doi:10.1023/a:1021801927353 · Cited by 3,876 · see citing works
Disease Control Priorities in Developing Countries
Jamison, D., Mosley, W. H., Measham, A., & Bobadilla, J. L. (1993) · World Bank, Washington, DC eBooks · doi:10.1596/0-1952-0990-7 · Cited by 3,714 · see citing works
Disease control priorities in developing countries
(2006) · Choice Reviews Online · doi:10.5860/choice.44-0343 · Cited by 3,635 · see citing works
Disease control priorities in developing countries
Frenk, J. M. (2006) · Salud Pública de México · doi:10.1590/s0036-36342006000600011 · Cited by 1,615 · see citing works
Walters, S. J., & Brazier, J. E. (2005) · Quality of Life Research · doi:10.1007/s11136-004-7713-0 · Cited by 1,341 · see citing works
The Estimation of a Preference-Based Measure of Health From the SF-12
Brazier, J. E., & Roberts, J. (2004) · Medical Care · doi:10.1097/01.mlr.0000135827.18610.0d · Cited by 1,294 · see citing works
Varni, J. W., Limbers, C. A., & Burwinkle, T. M. (2007) · Health and Quality of Life Outcomes · doi:10.1186/1477-7525-5-1 · Cited by 1,075 · see citing works
Persons With Chronic Conditions
Hoffman, C. (1996) · JAMA · doi:10.1001/jama.1996.03540180029029 · Cited by 973 · see citing works
The CDC Diabetes Cost-effectiveness Group (2002) · JAMA · doi:10.1001/jama.287.19.2542 · Cited by 507 · see citing works
Economic Costs of Diabetes in the U.S. in 2002Preprint
Dall, T. M., Nikolov, P., & Hogan, P. F. (2003) · RePEc: Research Papers in Economics · Cited by 483 · see citing works
Does Preventive Care Save Money? Health Economics and the Presidential Candidates
Cohen, J. T., Neumann, P. J., & Weinstein, M. C. (2008) · New England Journal of Medicine · doi:10.1056/nejmp0708558 · Cited by 473 · see citing works
Piette, J. D., Weinberger, M., McPhee, S. J., Mah, C. A., Kraemer, F. B., & Crapo, L. M. (2000) · The American Journal of Medicine · doi:10.1016/s0002-9343(99)00298-3 · Cited by 293 · see citing works
An economic analysis of interventions for diabetes.
Klonoff, D. C., & Schwartz, D. M. (2000) · Diabetes Care · doi:10.2337/diacare.23.3.390 · Cited by 269 · see citing works
The Effect of Chronic Pain on Diabetes Patients’ Self-Management
Krein, S. L., Heisler, M., Piette, J. D., Makki, F., & Kerr, E. A. (2005) · Diabetes Care · doi:10.2337/diacare.28.1.65 · Cited by 228 · see citing works
Cost-effectiveness of clinical case management for ED frequent users: results of a randomized trial⋆
Shumway, M., Boccellari, A., O'Brien, K., & Okin, R. L. (2008) · The American Journal of Emergency Medicine · doi:10.1016/j.ajem.2007.04.021 · Cited by 209 · see citing works
Self-citationCost-of-Illness Studies in Diabetes Mellitus
Ettaro, L., Songer, T. J., Zhang, P., & Engelgau, M. M. (2004) · PharmacoEconomics · doi:10.2165/00019053-200422030-00002 · Cited by 197 · see citing works
The economic costs of diabetes: a population-based study in Tehran, Iran
Esteghamati, A., Khalilzadeh, O., Anvari, M., Meysamie, A., Abbasi, M., Forouzanfar, M. H., & Alaeddini, F. (2009) · Diabetologia · doi:10.1007/s00125-009-1398-4 · Cited by 180 · see citing works
Persons with chronic conditions. Their prevalence and costs
Hoffman, C. (1996) · JAMA · doi:10.1001/jama.276.18.1473 · Cited by 180 · see citing works
Interactive voice response systems in the diagnosis and management of chronic disease.
Piette, J. D. (2000) · PubMed · Cited by 118 · see citing works
the ADVANCE Collaborative Group, Glasziou, P., Alexander, J., Beller, E., & Clarke, P. (2007) · Health and Quality of Life Outcomes · doi:10.1186/1477-7525-5-21 · Cited by 107 · see citing works
RUSSELL, J., & SKOLNIK, N. (2005) · Family Practice News · doi:10.1016/s0300-7073(05)71203-2 · Cited by 104 · see citing works
Schillinger, D., Hammer, H., Wang, F. M., Palácios, J., McLean, I., Tang, A., Youmans, S. L., & Handley, M. A. (2006) · Health Education & Behavior · doi:10.1177/1090198106296772 · Cited by 101 · see citing works
Self-citationApplication of Economic Analysis to Diabetes and Diabetes Care
Zhang, P., Engelgau, M. M., Norris, S. L., Gregg, E. W., & Narayan, K. M. V. (2004) · Annals of Internal Medicine · doi:10.7326/0003-4819-140-11-200406010-00039 · Cited by 94 · see citing works
Restricted Activity and Functional Decline Among Community-Living Older Persons
Gill, T. M., Allore, H. G., & Guo, Z. (2003) · Archives of Internal Medicine · doi:10.1001/archinte.163.11.1317 · Cited by 91 · see citing works
Cost‐Effectiveness of Diabetes Case Management for Low‐Income Populations
Gilmer, T., Roze, S., Valentine, W. J., Erny-Albrecht, K. M., Ray, J. A., Cobden, D., Nicklasson, L., Philis‐Tsimikas, A., & Palmer, A. J. (2007) · Health Services Research · doi:10.1111/j.1475-6773.2007.00701.x · Cited by 82 · see citing works
Pickard, A. S., Wang, Z., Walton, S. M., et al. (2005) · Health and Quality of Life Outcomes · doi:10.1186/1477-7525-3-11 · Cited by 60 · see citing works
Getting the cost right in cost-effectiveness analyses
Wolff, N., Helminiak, T. W., & Tebes, J. K. (1997) · American Journal of Psychiatry · doi:10.1176/ajp.154.6.736 · Cited by 52 · see citing works
Sigal, R. J., Kenny, G. P., Boulé, N. G., Wells, G. A., Prud'homme, D., Fortier, M., Reid, R. D., Tulloch, H., Coyle, D., Phillips, P., et al. (2007) · Annals of Internal Medicine · doi:10.7326/0003-4819-147-6-200709180-00005 · Cited by 48 · see citing works
Improvement in Diabetes Care Using an Integrated Population-Based Approach in a Primary Care Setting
McCulloch, D. K., Price, M. J., Hindmarsh, M., & Wagner, E. H. (2000) · Disease Management · doi:10.1089/109350700415078 · Cited by 45 · see citing works
The Cost-Effectiveness of Health Communication Programs: What Do We Know?
Hutchinson, P., & Wheeler, J. (2006) · Journal of Health Communication · doi:10.1080/10810730600973862 · Cited by 40 · see citing works
Minor depression and health status among US adults with diabetes mellitus.
McCollum, M., Ellis, S. L., Regensteiner, J. G., Zhang, W., & Sullivan, P. W. (2007) · PubMed · Cited by 37 · see citing works
Cost-effectiveness analysis of telemedicine
Crowe, B. L. (1998) · Journal of Telemedicine and Telecare · doi:10.1258/1357633981931867 · Cited by 32 · see citing works
Cost-Effectiveness Analysis for Health Communication Programs
Guilkey, D. K., Hutchinson, P., & Lance, P. (2006) · Journal of Health Communication · doi:10.1080/10810730600973987 · Cited by 27 · see citing works
Determining the value of disease management programs.
Selby, J., Scanlon, D. P., Lafata, J. E., Villagra, V., Beich, J., & Salber, P. (2003) · The Joint Commission Journal on Quality and Safety · doi:10.1016/s1549-3741(03)29059-6 · Cited by 25 · see citing works
Handley, M. A., Hammer, H., & Schillinger, D. (2006) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.19.1.85 · Cited by 16 · see citing works
Self-citationEconomics of Diabetes Mellitus
Krein, S. L., Funnell, M. M., & Piette, J. D. (2006) · Nursing Clinics of North America · doi:10.1016/j.cnur.2006.07.003 · Cited by 12 · see citing works
Current and future directions in Medi-Cal chronic disease care management: a view from the top.
Goldman, L., Handley, M. A., Rundall, T. G., & Schillinger, D. (2007) · PubMed · Cited by 7 · see citing works
Self-citationImprovement in Diabetes Care Using an Integrated Population-Based Approach in a Primary Care Setting
McCulloch, D. K., Price, M. J., Hindmarsh, M., et al. (2000) · Disease Management · doi:10.1089/dis.2000.3.75 · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 4
- Hogan P, Dall T, Nikolov P. Economic costs of diabetes in the US in 2002. Diabetes Care. 2003;26(3):917-932.
- Hogan P, Dall T, Nikolov P; American Diabetes Association. Economic costs of diabetes in the US in 2002. Diabetes Care. 2003;26(3):917-932.
- Gold M, Siegal J, Russell L, Weinstein M. Cost-Effectivenes in Health and Medicine. The Report on the Panel on Cost-Effectiveness in Health in Medicine. New York, NY: Oxford University Press; 1996.
- Muennig P. Designing and Conducting Cost-Effectiveness Analysis in Medicine and Health Care. San Francisco, CA: Jossey-Bass; 2002:298.
Cited by
Sorted by citations
Rebooting psychotherapy research and practice to reduce the burden of mental illness
Kazdin, A. E., & Blase, S. L. (2011) · Perspectives on Psychological Science · doi:10.1177/1745691610393527 · Cited by 1,254 · see citing works
Personalised care planning for adults with chronic or long-term health conditions
Coulter, A., Entwistle, V. A., Eccles, A., Ryan, S., Shepperd, S., & Perera, R. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd010523.pub2 · Cited by 592 · see citing works
Computer-based diabetes self-management interventions for adults with type 2 diabetes mellitus
Pal, K., Eastwood, S. V., Michie, S., Farmer, A. J., Barnard, M. L., Peacock, R., Wood, B., Inniss, J. D., & Murray, E. (2013) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd008776.pub2 · Cited by 344 · see citing works
Faruque, L. I., Wiebe, N., Ehteshami-Afshar, A., Liu, Y., Dianati-Maleki, N., Hemmelgarn, B. R., Manns, B. J., & Tonelli, M. (2017) · Canadian Medical Association Journal · doi:10.1503/cmaj.150885 · Cited by 281 · see citing works
Garrett, S., Elley, C. R., Rose, S. B., O'Dea, D., Lawton, B. A., & Dowell, A. C. (2011) · British Journal of General Practice · doi:10.3399/bjgp11x561249 · Cited by 223 · see citing works
Piette, J. D., Datwani, H., Gaudioso, S., Foster, S. M., Westphal, J., Perry, W., Rodríguez-Saldaña, J., Mendoza-Avelares, M. O., & Marinec, N. (2012) · Telemedicine and e-Health · doi:10.1089/tmj.2011.0271 · Cited by 172 · see citing works
Handley, M. A., Harleman, E., Gonzalez-Mendez, E., Stotland, N. E., Althavale, P., Fisher, L., Martinez, D., Ko, J., Sausjord, I., & Rios, C. (2015) · Implementation Science · doi:10.1186/s13012-016-0426-2 · Cited by 116 · see citing works
Self-citationWaters, L., Reeves, M., Fjeldsoe, B., & Eakin, E. (2012) · Journal of Physical Activity and Health · doi:10.1123/jpah.9.6.884 · Cited by 86 · see citing works
Rinaldi, G., Hijazi, A., & Haghparast-Bidgoli, H. (2020) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2020.108084 · Cited by 85 · see citing works
Economic evaluation of chronic disease self-management for people with diabetes: A systematic review
Teljeur, C., Moran, P. S., Walshe, S., Smith, S. M., Cianci, F., Murphy, L., Harrington, P., & Ryan, M. (2017) · Diabetic Medicine · doi:10.1111/dme.13281 · Cited by 44 · see citing works
Lian, J. X., McGhee, S. M., Chau, J., Wong, C. K. H., Lam, C. L. K., & Wong, W. C. W. (2017) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2017.02.021 · Cited by 43 · see citing works
Delivering Diabetes Education through Nurse-Led Telecoaching. Cost-Effectiveness Analysis
Odnoletkova, I., Ramaekers, D., Nobels, F., Goderis, G., Aertgeerts, B., & Annemans, L. (2016) · PLOS ONE · doi:10.1371/journal.pone.0163997 · Cited by 33 · see citing works
Automated Conversation System Before Pediatric Primary Care Visits: A Randomized Trial
Adams, W. G., Phillips, B. D., Bacic, J. D., Walsh, K. E., Shanahan, C. W., & Paasche-Orlow, M. K. (2014) · Pediatrics · doi:10.1542/peds.2013-3759 · Cited by 24 · see citing works
Varney, J. E., Liew, D., Weiland, T. J., Inder, W. J., & Jelinek, G. A. (2016) · BMC Health Services Research · doi:10.1186/s12913-016-1645-6 · Cited by 21 · see citing works
- Authors
- Handley, M. A., Shumway, M., & Schillinger, D.
- Affiliations
- San Francisco General Hospital (US)
- Corresponding author
- Handley, M. A.
- Venue
- The Annals of Family Medicine
- Publisher
- Annals of Family Medicine
- Published
- 2008-11-01
- Volume
- 6
- Issue
- 6
- Pages
- 512-518
- ISSN
- 1544-1709 (ISSN-L)
- 1544-1717
- PMC
- PMC2582479
- OpenAlex
- W2167011516
- Cited by
- 95
- References
- 40
- Citations by year
- 2026: 1 · 2024: 1 · 2023: 2 · 2022: 3 · 2021: 5 · 2020: 2 · 2019: 2 · 2018: 7 · 2017: 3 · 2016: 11 · 2015: 8 · 2014: 12 · 2013: 6 · 2012: 6
- FWCI
- 19.95
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Locations
- The Annals of Family Medicine (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- University Libraries (University of Maryland) (submittedVersion)
- Digital Repository at the University of Maryland (University of Maryland College Park)
- Funders
- Commonwealth Fund
- California Health Care Foundation
- National Institutes of Health (RR024131)
- Agency for Healthcare Research and Quality (R18 HS17261, R21 HS014864)
- University of California, San Francisco (UL1RR024131)
- National Center for Research Resources (UL1RR024131, K23 RR16539, K23RR016539)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Health Systems, Economic Evaluations, Quality of Life
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Keywords
- type 2 diabetes, nursing care management, cost-effectiveness, cost-utility analysis, quality-adjusted life years, safety-net clinics, non-English speakers, physical activity, exercise recommendations, primary care, implementation costs
- MeSH terms
- Adult, Aged, Communication Barriers, Cost-Benefit Analysis, Diabetes Mellitus, Type 2, Female, Humans, Male, Middle Aged, Nursing Care, Patient Education as Topic, Primary Health Care, Self Care, Telephone, Program Evaluation, Quality-Adjusted Life Years
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