Skip to main content
Top
Published in: Implementation Science 1/2009

Open Access 01-12-2009 | Study protocol

A controlled trial of value-based insurance design – The MHealthy: Focus on Diabetes (FOD) trial

Authors: Alicen Spaulding, A Mark Fendrick, William H Herman, James G Stevenson, Dean G Smith, Michael E Chernew, Dawn M Parsons, Keith Bruhnsen, Allison B Rosen

Published in: Implementation Science | Issue 1/2009

Login to get access

Abstract

Background

Diabetes affects over 20 million Americans, resulting in substantial morbidity, mortality, and costs. While medications are the cornerstone of secondary prevention, many evidence-based therapies are underutilized, and patients often cite out-of-pocket costs as the reason. Value-based insurance design (VBID) is a 'clinically sensitive' refinement to benefit design which links patient cost-sharing to therapy value; the more clinically beneficial (and valuable) a therapy is for a patient, the lower that patient's cost-sharing should be. We describe the design and implementation of MHealthy: Focus on Diabetes (FOD), a prospective, controlled trial of targeted co-payment reductions for high value, underutilized therapies for individuals with diabetes.

Methods

The FOD trial includes 2,507 employees and dependents with diabetes insured by one large employer. Approximately 81% are enrolled in a single independent-practice association model health maintenance organization. The control group includes 8,637 patients with diabetes covered by other employers and enrolled in the same managed care organization. Both groups received written materials about the importance of adherence to secondary prevention therapies, while only the intervention group received targeted co-payment reductions for glycemic agents, antihypertensives, lipid-lowering agents, antidepressants, and diabetic eye exams. Primary outcomes include medication uptake and adherence. Secondary outcomes include health care utilization and expenditures. An interrupted time series, control group design will allow rigorous assessment of the intervention's impact, while controlling for unrelated temporal trends. Individual patient-level baseline data are presented.

Discussion

To our knowledge, this is the first prospective controlled trial of co-payment reductions targeted to high-value services for high-risk patients. It will provide important information on feasibility of implementation and effectiveness of VBID in a real-world setting. This program has the potential for broad dissemination to other employers and insurers wishing to improve the value of their health care spending.
Appendix
Available only for authorised users
Literature
2.
go back to reference Mokdad AH, Bowman BA, Ford ES, Vinicor F, Marks JS, Koplan JP: The continuing epidemics of obesity and diabetes in the United States. Mokdad AH, Bowman BA, Ford ES, Vinicor F, Marks JS, Koplan JP. JAMA. 2001, 286: 1195-1200. 10.1001/jama.286.10.1195.CrossRefPubMed Mokdad AH, Bowman BA, Ford ES, Vinicor F, Marks JS, Koplan JP: The continuing epidemics of obesity and diabetes in the United States. Mokdad AH, Bowman BA, Ford ES, Vinicor F, Marks JS, Koplan JP. JAMA. 2001, 286: 1195-1200. 10.1001/jama.286.10.1195.CrossRefPubMed
3.
go back to reference Donahue RP, Orchard TJ: Diabetes mellitus and macrovascular complications: An epidemiological perspective. Diabetes Care. 1992, 15: 1141-1155. 10.2337/diacare.15.9.1141.CrossRefPubMed Donahue RP, Orchard TJ: Diabetes mellitus and macrovascular complications: An epidemiological perspective. Diabetes Care. 1992, 15: 1141-1155. 10.2337/diacare.15.9.1141.CrossRefPubMed
4.
go back to reference Thorpe KE: Factors accounting for the rise in health-care spending in the United States: the role of rising disease prevalence and treatment intensity. Public Health. 2006, 120: 1002-1007. 10.1016/j.puhe.2006.09.001.CrossRefPubMed Thorpe KE: Factors accounting for the rise in health-care spending in the United States: the role of rising disease prevalence and treatment intensity. Public Health. 2006, 120: 1002-1007. 10.1016/j.puhe.2006.09.001.CrossRefPubMed
5.
go back to reference American Diabetes Association: Standards of medical care in diabetes – 2008. Diabetes Care. 2008, 31: S12-S54. 10.2337/dc08-S012.CrossRef American Diabetes Association: Standards of medical care in diabetes – 2008. Diabetes Care. 2008, 31: S12-S54. 10.2337/dc08-S012.CrossRef
6.
go back to reference Osterberg L, Blaschke T: Adherence to medication. N Engl J Med. 2005, 353: 487-497. 10.1056/NEJMra050100.CrossRefPubMed Osterberg L, Blaschke T: Adherence to medication. N Engl J Med. 2005, 353: 487-497. 10.1056/NEJMra050100.CrossRefPubMed
7.
go back to reference Cramer JA: A systematic review of adherence with medications for diabetes. Diabetes Care. 2004, 27: 1218-1224. 10.2337/diacare.27.5.1218.CrossRefPubMed Cramer JA: A systematic review of adherence with medications for diabetes. Diabetes Care. 2004, 27: 1218-1224. 10.2337/diacare.27.5.1218.CrossRefPubMed
8.
go back to reference McDonnell PJ, Jacobs MR: Hospital admissions resulting from preventable adverse drug reactions. Ann Pharmacother. 2002, 36: 1331-1336. 10.1345/aph.1A333.CrossRefPubMed McDonnell PJ, Jacobs MR: Hospital admissions resulting from preventable adverse drug reactions. Ann Pharmacother. 2002, 36: 1331-1336. 10.1345/aph.1A333.CrossRefPubMed
9.
go back to reference Schiff GD, Fung S, Speroff T, McNutt RA: Decompensated heart failure: symptoms, patterns of onset, and contributing factors. Am J Med. 2003, 114: 625-630. 10.1016/S0002-9343(03)00132-3.CrossRefPubMed Schiff GD, Fung S, Speroff T, McNutt RA: Decompensated heart failure: symptoms, patterns of onset, and contributing factors. Am J Med. 2003, 114: 625-630. 10.1016/S0002-9343(03)00132-3.CrossRefPubMed
10.
go back to reference Senst BL, Achusim LE, Genest RP, Cosentino LA, Ford CC, Little JA, Raybon SJ, Bates DW: Practical approach to determining costs and frequency of adverse drug events in a health care network. Am J Health Syst Pharm. 2001, 58: 1126-1132.PubMed Senst BL, Achusim LE, Genest RP, Cosentino LA, Ford CC, Little JA, Raybon SJ, Bates DW: Practical approach to determining costs and frequency of adverse drug events in a health care network. Am J Health Syst Pharm. 2001, 58: 1126-1132.PubMed
11.
go back to reference Rasmussen JN, Chong A, Alter DA: Relationship between adherence to evidence-based pharmacotherapy and long-term mortality after acute myocardial infarction. JAMA. 2007, 297: 177-186. 10.1001/jama.297.2.177.CrossRefPubMed Rasmussen JN, Chong A, Alter DA: Relationship between adherence to evidence-based pharmacotherapy and long-term mortality after acute myocardial infarction. JAMA. 2007, 297: 177-186. 10.1001/jama.297.2.177.CrossRefPubMed
12.
go back to reference Rizzo JA, Abbott TA, Pashko S: Labour productivity effects of prescribed medicines for chronically ill workers. Health Econ. 1996, 5: 249-265. 10.1002/(SICI)1099-1050(199605)5:3<249::AID-HEC203>3.0.CO;2-A.CrossRefPubMed Rizzo JA, Abbott TA, Pashko S: Labour productivity effects of prescribed medicines for chronically ill workers. Health Econ. 1996, 5: 249-265. 10.1002/(SICI)1099-1050(199605)5:3<249::AID-HEC203>3.0.CO;2-A.CrossRefPubMed
13.
go back to reference Ciechanowski PS, Katon WJ, Russo JE: Depression and diabetes: impact of depressive symptoms on adherence, function, and costs. Arch Intern Med. 2000, 160: 3278-3285. 10.1001/archinte.160.21.3278.CrossRefPubMed Ciechanowski PS, Katon WJ, Russo JE: Depression and diabetes: impact of depressive symptoms on adherence, function, and costs. Arch Intern Med. 2000, 160: 3278-3285. 10.1001/archinte.160.21.3278.CrossRefPubMed
14.
go back to reference Hogan P, Dall T, Nikolov P, American Diabetes Association: Economic costs of diabetes in the US in 2002. Diabetes Care. 2003, 26: 917-932. 10.2337/diacare.26.3.917.CrossRefPubMed Hogan P, Dall T, Nikolov P, American Diabetes Association: Economic costs of diabetes in the US in 2002. Diabetes Care. 2003, 26: 917-932. 10.2337/diacare.26.3.917.CrossRefPubMed
15.
go back to reference DiMatteo MR, Lepper HS, Croghan TW: Depression is a risk factor for noncompliance with medical treatment: meta-analysis of the effects of anxiety and depression on patient adherence. Arch Intern Med. 2000, 160: 2101-2107. 10.1001/archinte.160.14.2101.CrossRefPubMed DiMatteo MR, Lepper HS, Croghan TW: Depression is a risk factor for noncompliance with medical treatment: meta-analysis of the effects of anxiety and depression on patient adherence. Arch Intern Med. 2000, 160: 2101-2107. 10.1001/archinte.160.14.2101.CrossRefPubMed
16.
go back to reference Haynes RB, Yao X, Degani A, Kripalani S, Garg A, McDonald HP: Interventions to enhance medication adherence. Cochrane Database Syst Rev. 2005, 4: CD000011-PubMed Haynes RB, Yao X, Degani A, Kripalani S, Garg A, McDonald HP: Interventions to enhance medication adherence. Cochrane Database Syst Rev. 2005, 4: CD000011-PubMed
17.
go back to reference Kripalani S, Yao X, Haynes RB: Interventions to enhance medication adherence in chronic medical conditions: a systematic review. Arch Intern Med. 2007, 167: 540-550. 10.1001/archinte.167.6.540.CrossRefPubMed Kripalani S, Yao X, Haynes RB: Interventions to enhance medication adherence in chronic medical conditions: a systematic review. Arch Intern Med. 2007, 167: 540-550. 10.1001/archinte.167.6.540.CrossRefPubMed
18.
go back to reference Goldman DP, Joyce GF, Zheng Y: Prescription drug cost sharing: associations with medication and medical utilization and spending and health. JAMA. 2007, 298: 61-69. 10.1001/jama.298.1.61.CrossRefPubMed Goldman DP, Joyce GF, Zheng Y: Prescription drug cost sharing: associations with medication and medical utilization and spending and health. JAMA. 2007, 298: 61-69. 10.1001/jama.298.1.61.CrossRefPubMed
19.
go back to reference Ellis JJ, Erickson SR, Stevenson JG, Bernstein SJ, Stiles RA, Fendrick AM: Suboptimal statin adherence and discontinuation in primary and secondary prevention populations. J Gen Intern Med. 2004, 19: 638-645. 10.1111/j.1525-1497.2004.30516.x.CrossRefPubMedPubMedCentral Ellis JJ, Erickson SR, Stevenson JG, Bernstein SJ, Stiles RA, Fendrick AM: Suboptimal statin adherence and discontinuation in primary and secondary prevention populations. J Gen Intern Med. 2004, 19: 638-645. 10.1111/j.1525-1497.2004.30516.x.CrossRefPubMedPubMedCentral
20.
go back to reference Goldman DP, Joyce GF, Escarce JJ, Pace JE, Solomon MD, Laouri M, Landsman PB, Teutsch SM: Pharmacy benefits and the use of drugs by the chronically ill. JAMA. 2004, 291: 2344-2350. 10.1001/jama.291.19.2344.CrossRefPubMed Goldman DP, Joyce GF, Escarce JJ, Pace JE, Solomon MD, Laouri M, Landsman PB, Teutsch SM: Pharmacy benefits and the use of drugs by the chronically ill. JAMA. 2004, 291: 2344-2350. 10.1001/jama.291.19.2344.CrossRefPubMed
21.
go back to reference Johnson RE, Goodman MJ, Hornbrook MC, Eldredge MB: The impact of increasing patient prescription drug cost sharing on therapeutic classes of drugs received and on the health status of elderly HMO members. Health Serv Res. 1997, 32: 103-122.PubMedPubMedCentral Johnson RE, Goodman MJ, Hornbrook MC, Eldredge MB: The impact of increasing patient prescription drug cost sharing on therapeutic classes of drugs received and on the health status of elderly HMO members. Health Serv Res. 1997, 32: 103-122.PubMedPubMedCentral
22.
go back to reference Piette JD, Wagner TH, Potter MB, Schillinger D: Health insurance status, cost-related medication underuse, and outcomes among diabetes patients in three systems of care. Med Care. 2004, 42 (2): 102-109. 10.1097/01.mlr.0000108742.26446.17.CrossRefPubMed Piette JD, Wagner TH, Potter MB, Schillinger D: Health insurance status, cost-related medication underuse, and outcomes among diabetes patients in three systems of care. Med Care. 2004, 42 (2): 102-109. 10.1097/01.mlr.0000108742.26446.17.CrossRefPubMed
23.
go back to reference Soumerai SB, Avorn J, Ross-Degnan D, Gortmaker S: Payment restrictions for prescription drugs under Medicaid. Effects on therapy, cost, and equity. N Engl J Med. 1987, 317: 550-556.CrossRefPubMed Soumerai SB, Avorn J, Ross-Degnan D, Gortmaker S: Payment restrictions for prescription drugs under Medicaid. Effects on therapy, cost, and equity. N Engl J Med. 1987, 317: 550-556.CrossRefPubMed
24.
go back to reference Tamblyn R, Laprise R, Hanley JA, Abrahamowicz M, Scott S, Mayo N, Hurley J, Grad R, Latimer E, Perreault R: Adverse events associated with prescription drug cost-sharing among poor and elderly persons. JAMA. 2001, 285 (4): 421-429. 10.1001/jama.285.4.421.CrossRefPubMed Tamblyn R, Laprise R, Hanley JA, Abrahamowicz M, Scott S, Mayo N, Hurley J, Grad R, Latimer E, Perreault R: Adverse events associated with prescription drug cost-sharing among poor and elderly persons. JAMA. 2001, 285 (4): 421-429. 10.1001/jama.285.4.421.CrossRefPubMed
25.
go back to reference Heisler M, Langa KM, Eby EL, Fendrick AM, Kabeto MU, Piette JD: The health effects of restricting prescription medication use because of cost. Med Care. 2004, 42: 626-634. 10.1097/01.mlr.0000129352.36733.cc.CrossRefPubMed Heisler M, Langa KM, Eby EL, Fendrick AM, Kabeto MU, Piette JD: The health effects of restricting prescription medication use because of cost. Med Care. 2004, 42: 626-634. 10.1097/01.mlr.0000129352.36733.cc.CrossRefPubMed
26.
go back to reference Schoen MD, DiDomenico RJ, Connor SE, Dischler JE, Bauman JL: Impact of the cost of prescription drugs on clinical outcomes in indigent patients with heart disease. Pharmacotherapy. 2001, 21: 1455-1463. 10.1592/phco.21.20.1455.34473.CrossRefPubMed Schoen MD, DiDomenico RJ, Connor SE, Dischler JE, Bauman JL: Impact of the cost of prescription drugs on clinical outcomes in indigent patients with heart disease. Pharmacotherapy. 2001, 21: 1455-1463. 10.1592/phco.21.20.1455.34473.CrossRefPubMed
27.
go back to reference Soumerai SB, Ross-Degnan D, Avorn J, McLaughlin T, Choodnovskiy I: Effects of Medicaid drug-payment limits on admission to hospitals and nursing homes. N Engl J Med. 1991, 325: 1072-1077.CrossRefPubMed Soumerai SB, Ross-Degnan D, Avorn J, McLaughlin T, Choodnovskiy I: Effects of Medicaid drug-payment limits on admission to hospitals and nursing homes. N Engl J Med. 1991, 325: 1072-1077.CrossRefPubMed
28.
go back to reference Fendrick AM, Smith DG, Chernew ME, Shah SN: A benefit-based copay for prescription drugs: patient contribution based on total benefits, not drug acquisition cost. Am J Manag Care. 2001, 7: 861-867.PubMed Fendrick AM, Smith DG, Chernew ME, Shah SN: A benefit-based copay for prescription drugs: patient contribution based on total benefits, not drug acquisition cost. Am J Manag Care. 2001, 7: 861-867.PubMed
29.
go back to reference Chernew ME, Rosen AB, Fendrick AM: Value-Based Insurance Design. Health Affairs. 2007, 26: w195-w203. 10.1377/hlthaff.26.2.w195.CrossRefPubMed Chernew ME, Rosen AB, Fendrick AM: Value-Based Insurance Design. Health Affairs. 2007, 26: w195-w203. 10.1377/hlthaff.26.2.w195.CrossRefPubMed
30.
go back to reference Rosen AB: Grounding Coverage in Value: A Paradigm to Improve Quality and Contain Costs. Med Care. 2006, 44: 389-391. 10.1097/01.mlr.0000216191.86056.a1.CrossRefPubMed Rosen AB: Grounding Coverage in Value: A Paradigm to Improve Quality and Contain Costs. Med Care. 2006, 44: 389-391. 10.1097/01.mlr.0000216191.86056.a1.CrossRefPubMed
31.
go back to reference Braithwaite RS, Rosen AB: Linking cost-sharing to value: an unrivaled yet unrealized public health opportunity. Annals of Internal Medicine. 2007, 146: 602-605.CrossRefPubMed Braithwaite RS, Rosen AB: Linking cost-sharing to value: an unrivaled yet unrealized public health opportunity. Annals of Internal Medicine. 2007, 146: 602-605.CrossRefPubMed
32.
go back to reference Hensley S: From 'one size fits all' to tailored co-payments. Wall Street Journal. New York City. 2004 Hensley S: From 'one size fits all' to tailored co-payments. Wall Street Journal. New York City. 2004
33.
go back to reference Pirraglia PA, Gupta S: The interaction of depression and diabetes: a review. Curr Diabetes Rev. 2007, 3: 249-251.CrossRefPubMed Pirraglia PA, Gupta S: The interaction of depression and diabetes: a review. Curr Diabetes Rev. 2007, 3: 249-251.CrossRefPubMed
34.
go back to reference Wagner AK, Soumerai SB, Zhang F, Ross-Degnan D: Segmented regression analysis of interrupted time series studies in medication use research. J Clin Pharm Ther. 2002, 27: 299-309. 10.1046/j.1365-2710.2002.00430.x.CrossRefPubMed Wagner AK, Soumerai SB, Zhang F, Ross-Degnan D: Segmented regression analysis of interrupted time series studies in medication use research. J Clin Pharm Ther. 2002, 27: 299-309. 10.1046/j.1365-2710.2002.00430.x.CrossRefPubMed
38.
go back to reference Chernew ME, Shah MR, Wegh A, Rosenberg SN, Juster IA, Rosen AB, Sokol MC, Yu-Isenberg K, Fendrick AM: Impact of decreasing copayments on medication adherence within a disease management environment. Health Affairs. 2008, 27: 103-112. 10.1377/hlthaff.27.1.103.CrossRefPubMed Chernew ME, Shah MR, Wegh A, Rosenberg SN, Juster IA, Rosen AB, Sokol MC, Yu-Isenberg K, Fendrick AM: Impact of decreasing copayments on medication adherence within a disease management environment. Health Affairs. 2008, 27: 103-112. 10.1377/hlthaff.27.1.103.CrossRefPubMed
39.
go back to reference Stroupe KT, Teal EY, Weiner M, Gradus-Pizlo I, Brater DC, Murray MD: Health care and medication costs and use among older adults with heart failure. Am J Med. 2004, 116: 443-450. 10.1016/j.amjmed.2003.11.016.CrossRefPubMed Stroupe KT, Teal EY, Weiner M, Gradus-Pizlo I, Brater DC, Murray MD: Health care and medication costs and use among older adults with heart failure. Am J Med. 2004, 116: 443-450. 10.1016/j.amjmed.2003.11.016.CrossRefPubMed
40.
go back to reference Deyo RA, Cherkin DC, Ciol MA: Adapting a clinical comorbidity index for use with ICD-9-CM administrative databases. J Clin Epidemiol. 1992, 45: 613-619. 10.1016/0895-4356(92)90133-8.CrossRefPubMed Deyo RA, Cherkin DC, Ciol MA: Adapting a clinical comorbidity index for use with ICD-9-CM administrative databases. J Clin Epidemiol. 1992, 45: 613-619. 10.1016/0895-4356(92)90133-8.CrossRefPubMed
41.
go back to reference Newhouse JP: An Iconoclastic View of Health Cost Containment. Health Affairs. 1993, 12 (Supp): 152-171. 10.1377/hlthaff.12.suppl_1.152.CrossRefPubMed Newhouse JP: An Iconoclastic View of Health Cost Containment. Health Affairs. 1993, 12 (Supp): 152-171. 10.1377/hlthaff.12.suppl_1.152.CrossRefPubMed
44.
go back to reference Rosen AB, Hamel MB, Weinstein MC, Cutler DM, Fendrick AM, Vijan S: Cost-effectiveness of full Medicare coverage of Angiotensin-Converting Enzyme Inhibitors for beneficiaries with diabetes. Ann Intern Med. 2005, 143: 89-99.CrossRefPubMed Rosen AB, Hamel MB, Weinstein MC, Cutler DM, Fendrick AM, Vijan S: Cost-effectiveness of full Medicare coverage of Angiotensin-Converting Enzyme Inhibitors for beneficiaries with diabetes. Ann Intern Med. 2005, 143: 89-99.CrossRefPubMed
45.
go back to reference Steiner JF, Koepsell TD, Fihn SD, Inui TS: A general method of compliance assessment using centralized pharmacy records: Description and validation. Med Care. 1988, 26: 814-823. 10.1097/00005650-198808000-00007.CrossRefPubMed Steiner JF, Koepsell TD, Fihn SD, Inui TS: A general method of compliance assessment using centralized pharmacy records: Description and validation. Med Care. 1988, 26: 814-823. 10.1097/00005650-198808000-00007.CrossRefPubMed
46.
go back to reference Blumenthal D: Employer-sponsored health insurance in the United States-origins and implications. N Engl J Med. 2006, 355: 82-88. 10.1056/NEJMhpr060703.CrossRefPubMed Blumenthal D: Employer-sponsored health insurance in the United States-origins and implications. N Engl J Med. 2006, 355: 82-88. 10.1056/NEJMhpr060703.CrossRefPubMed
47.
go back to reference McGlynn EA, Asch SM, Adams J, Keesey J, Hicks J, DeCristofaro A, Kerr EA: The Quality of Health Care Delivered to Adults in the United States. N Engl J Med. 2003, 348: 2635-2645. 10.1056/NEJMsa022615.CrossRefPubMed McGlynn EA, Asch SM, Adams J, Keesey J, Hicks J, DeCristofaro A, Kerr EA: The Quality of Health Care Delivered to Adults in the United States. N Engl J Med. 2003, 348: 2635-2645. 10.1056/NEJMsa022615.CrossRefPubMed
48.
go back to reference Committee on Quality of Health Care in America, Institute of Medicine: Crossing the Quality Chasm: A New Health System for the 21st Century. 2001, Washington, D.C.: National Academy Press Committee on Quality of Health Care in America, Institute of Medicine: Crossing the Quality Chasm: A New Health System for the 21st Century. 2001, Washington, D.C.: National Academy Press
Metadata
Title
A controlled trial of value-based insurance design – The MHealthy: Focus on Diabetes (FOD) trial
Authors
Alicen Spaulding
A Mark Fendrick
William H Herman
James G Stevenson
Dean G Smith
Michael E Chernew
Dawn M Parsons
Keith Bruhnsen
Allison B Rosen
Publication date
01-12-2009
Publisher
BioMed Central
Published in
Implementation Science / Issue 1/2009
Electronic ISSN: 1748-5908
DOI
https://doi.org/10.1186/1748-5908-4-19

Other articles of this Issue 1/2009

Implementation Science 1/2009 Go to the issue