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Erschienen in: Journal of General Internal Medicine 6/2016

11.03.2016 | Original Research

Trends in Costs of Depression in Adults with Diabetes in the United States: Medical Expenditure Panel Survey, 2004–2011

verfasst von: Leonard E. Egede, M.D., M.S., Rebekah J. Walker, Ph.D., Kinfe Bishu, Ph.D., Clara E. Dismuke, Ph.D.

Erschienen in: Journal of General Internal Medicine | Ausgabe 6/2016

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Abstract

Objective

To investigate differences in healthcare cost trends over 8 years in adults with diabetes and one of four categories of comorbid depression: no depression, unrecognized depression, asymptomatic depression, or symptomatic depression.

Research Design and Methods

Data from the 2004–2011 Medical Expenditure Panel Survey (MEPS) was used to create nationally representative estimates. The dependent variable was total healthcare expenditures for the calendar year, including office-based, hospital outpatient, emergency room, inpatient hospital, prescription, dental, and home health care expenditures. The 2004–2011 direct medical costs were adjusted to a common 2014 dollar value. The primary independent variable was four mutually exclusive depression categories created from ICD-9-CM codes and the PHQ-2 depression screening tool. Healthcare expenditures were estimated using a two-part model and were adjusted for age, sex, race, marital status, education, health insurance, metropolitan statistical area status, region, income level, and comorbidities.

Results

Based on a national sample of adults with diabetes (unweighted sample of 15,548, weighted sample of 17,465,579), 10.2 % had unrecognized depression, 13.6 % had asymptomatic depression, and 8.9 % had symptomatic depression. In the pooled sample, after adjusting for covariates, the incremental cost of unrecognized depression was $2872 (95 % CI 1660–4084), asymptomatic depression increased by $3347 (95 % CI 2568–4386), and symptomatic depression increased by $5170 (CI 95 % 3610–6731) compared to patients with no depression.

Conclusions

Adjusted analyses showed that expenditures were $2000–3000 higher for unrecognized and asymptomatic depression than no depression, and $5000 higher for symptomatic depression. Higher medical expenditures persisted over time, with only symptomatic depression showing a sustained decrease over time.
Literatur
1.
Zurück zum Zitat Egede LE, Ellis C. Diabetes and depression: global perspectives. Diabetes Res Clin Pract. 2010;87(3):302–12.CrossRefPubMed Egede LE, Ellis C. Diabetes and depression: global perspectives. Diabetes Res Clin Pract. 2010;87(3):302–12.CrossRefPubMed
2.
Zurück zum Zitat Anderson RJ, Freedland KE, Clouse RE, Lustman PJ. The prevalence of comorbid depression in adults with diabetes: a meta-analysis. Diabetes Care. 2001;24(6):1069–78.CrossRefPubMed Anderson RJ, Freedland KE, Clouse RE, Lustman PJ. The prevalence of comorbid depression in adults with diabetes: a meta-analysis. Diabetes Care. 2001;24(6):1069–78.CrossRefPubMed
3.
Zurück zum Zitat Li C, Ford ES, Zhao G, Ahjuwalia IB, Pearson WS, Mokdad AH. Prevalence and correlates of undiagnosed depression among US adults with diabetes: the Behavioral Risk Factor Surveillance System. Diabetes Res Clin Pract. 2009;83:268–79.CrossRefPubMed Li C, Ford ES, Zhao G, Ahjuwalia IB, Pearson WS, Mokdad AH. Prevalence and correlates of undiagnosed depression among US adults with diabetes: the Behavioral Risk Factor Surveillance System. Diabetes Res Clin Pract. 2009;83:268–79.CrossRefPubMed
4.
Zurück zum Zitat Ali S, Stone M, Skinner TC, Robertso N, Davies M, Khunti K. The association between depression and health-related quality of life in people with type 2 diabetes: a systematic literature review. Diabetes Metab Res Rev. 2010;26(2):75–89.CrossRefPubMed Ali S, Stone M, Skinner TC, Robertso N, Davies M, Khunti K. The association between depression and health-related quality of life in people with type 2 diabetes: a systematic literature review. Diabetes Metab Res Rev. 2010;26(2):75–89.CrossRefPubMed
5.
Zurück zum Zitat Dismuke CE, Egede LE. Association between major depression, depressive symptoms and personal income in US adults with diabetes. Gen Hosp Psychiatry. 2010;32(5):484–91.CrossRefPubMed Dismuke CE, Egede LE. Association between major depression, depressive symptoms and personal income in US adults with diabetes. Gen Hosp Psychiatry. 2010;32(5):484–91.CrossRefPubMed
6.
Zurück zum Zitat Egede LE, Zheng D, Simpson K. Comorbid depression is associated with increased health care use and expenditures in individuals with diabetes. Diabetes Care. 2002;25:464–70.CrossRefPubMed Egede LE, Zheng D, Simpson K. Comorbid depression is associated with increased health care use and expenditures in individuals with diabetes. Diabetes Care. 2002;25:464–70.CrossRefPubMed
7.
Zurück zum Zitat Ciechanowski PS, Katon WJ, Russo JE. Depression and diabetes: impact of depressive symptoms of adherence, function, and costs. Arch Intern Med. 2000;160:3278–85.CrossRefPubMed Ciechanowski PS, Katon WJ, Russo JE. Depression and diabetes: impact of depressive symptoms of adherence, function, and costs. Arch Intern Med. 2000;160:3278–85.CrossRefPubMed
8.
Zurück zum Zitat Le TK, Able S, Lage MJ. Resource use among patients with diabetes, diabetic neuropathy, or diabetes with depression. Cost Eff Resour Alloc. 2006;4:18–26.CrossRefPubMedPubMedCentral Le TK, Able S, Lage MJ. Resource use among patients with diabetes, diabetic neuropathy, or diabetes with depression. Cost Eff Resour Alloc. 2006;4:18–26.CrossRefPubMedPubMedCentral
9.
Zurück zum Zitat Finkenstein EA, Bray JW, Chen H, Larson MJ, Miller K, Tompkins C, Keme A, Manderscheid R. Prevalence and costs of major depression among elderly claimants with diabetes. Diabetes Care. 2003;26(2):415–20.CrossRef Finkenstein EA, Bray JW, Chen H, Larson MJ, Miller K, Tompkins C, Keme A, Manderscheid R. Prevalence and costs of major depression among elderly claimants with diabetes. Diabetes Care. 2003;26(2):415–20.CrossRef
10.
Zurück zum Zitat Nichols L, Barton PL, Glazner J, Mccollum M. Diabetes, minor depression and health care utilization and expenditure: a retrospective database study. Cost Eff Resour Alloc. 2007;5:4–12.CrossRefPubMedPubMedCentral Nichols L, Barton PL, Glazner J, Mccollum M. Diabetes, minor depression and health care utilization and expenditure: a retrospective database study. Cost Eff Resour Alloc. 2007;5:4–12.CrossRefPubMedPubMedCentral
11.
Zurück zum Zitat Unutzer J, Schoenbaum M, Katon WJ, Fan M, Pincus HA, Hogan D, Taylor J. Healthcare costs associated with depression in medically ill fee-for-service Medicare participants. J Am Geriatr Soc. 2009;S7:506–10.CrossRef Unutzer J, Schoenbaum M, Katon WJ, Fan M, Pincus HA, Hogan D, Taylor J. Healthcare costs associated with depression in medically ill fee-for-service Medicare participants. J Am Geriatr Soc. 2009;S7:506–10.CrossRef
12.
Zurück zum Zitat Center for Disease Control and Prevention. National Diabetes Statistics Report, 2014. Atlanta: US Department of Health and Human Services, Center for Disease Control and Prevention; 2014. Center for Disease Control and Prevention. National Diabetes Statistics Report, 2014. Atlanta: US Department of Health and Human Services, Center for Disease Control and Prevention; 2014.
13.
Zurück zum Zitat Egede LE. Failure to recognize depression in primary care: issues and challenges. J Gen Int Med. 2007;22:701–3.CrossRef Egede LE. Failure to recognize depression in primary care: issues and challenges. J Gen Int Med. 2007;22:701–3.CrossRef
14.
Zurück zum Zitat Katon WJ, Russo JE, Von Korff M, Lin EHB, Ludman E, Ciechanowski PS. Long-term effects on medical costs of improving depression outcomes in patients with depression and diabetes. Diabetes Care. 2008;31(6):1–11.CrossRef Katon WJ, Russo JE, Von Korff M, Lin EHB, Ludman E, Ciechanowski PS. Long-term effects on medical costs of improving depression outcomes in patients with depression and diabetes. Diabetes Care. 2008;31(6):1–11.CrossRef
15.
Zurück zum Zitat Jeeva F, Dickens C, Coventry P, Bundy C, Davies L. Is treatment of depression cost-effective in people with diabetes? a systematic review of the economic evidence. Int J Tech Assess Health Care. 2013;384–91. Jeeva F, Dickens C, Coventry P, Bundy C, Davies L. Is treatment of depression cost-effective in people with diabetes? a systematic review of the economic evidence. Int J Tech Assess Health Care. 2013;384–91.
19.
Zurück zum Zitat DeVoe JE, Tillotson CJ, Wallace LS. Children’s receipt of health care services and family health insurance patterns. Ann Fam Med. 2009;7:406–13.CrossRefPubMedPubMedCentral DeVoe JE, Tillotson CJ, Wallace LS. Children’s receipt of health care services and family health insurance patterns. Ann Fam Med. 2009;7:406–13.CrossRefPubMedPubMedCentral
21.
Zurück zum Zitat Egede LE, Lynch CP, Gebregziabher M, Hunt KJ, Echols C, Gilbert GE, Mauldin PD. Differential impact of longitudinal medication non-adherence on mortality by race/ethnicity among veterans with diabetes. J Gen Intern Med. 2012;28(2):208–15.CrossRefPubMedPubMedCentral Egede LE, Lynch CP, Gebregziabher M, Hunt KJ, Echols C, Gilbert GE, Mauldin PD. Differential impact of longitudinal medication non-adherence on mortality by race/ethnicity among veterans with diabetes. J Gen Intern Med. 2012;28(2):208–15.CrossRefPubMedPubMedCentral
22.
Zurück zum Zitat Quan H, Sundararajan V, Halfon P, et al. Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care. 2005;43(11):1130–9. Quan H, Sundararajan V, Halfon P, et al. Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care. 2005;43(11):1130–9.
23.
Zurück zum Zitat Kroenke K, Spitzer RL, Williams JB. The patient health questionnaire-2: validity of a two-item depression screener. Med Care. 2003;41(11):1284–92.CrossRefPubMed Kroenke K, Spitzer RL, Williams JB. The patient health questionnaire-2: validity of a two-item depression screener. Med Care. 2003;41(11):1284–92.CrossRefPubMed
24.
Zurück zum Zitat Azkaya G, Ercan I. Examining multiple comparison procedures according to error rate, power type and false discovery rate. J Modern Appl Stat Methods. 2012;11(2):348–60. Azkaya G, Ercan I. Examining multiple comparison procedures according to error rate, power type and false discovery rate. J Modern Appl Stat Methods. 2012;11(2):348–60.
25.
Zurück zum Zitat Cameroon AC, Trivedi PK. Microeconometrics using Stata 2010. StataCorp LP revised edition College Station, Texas. Cameroon AC, Trivedi PK. Microeconometrics using Stata 2010. StataCorp LP revised edition College Station, Texas.
26.
Zurück zum Zitat Manning WG, Mullahy J. Estimating log models: to transform or not to transform? J Health Econ. 2001;20:461–94.CrossRefPubMed Manning WG, Mullahy J. Estimating log models: to transform or not to transform? J Health Econ. 2001;20:461–94.CrossRefPubMed
27.
Zurück zum Zitat Belotti F, Deb P, Manning WG, Norton EC. twopm: two-part models. Stata J. 2015;15(1):3–20. Belotti F, Deb P, Manning WG, Norton EC. twopm: two-part models. Stata J. 2015;15(1):3–20.
28.
Zurück zum Zitat Barnett SBL, Nurmagambetov TA. Costs of asthma in the United States: 2002–2007. J Allergy Clin Immunol. 2011;127(1):145–52.CrossRefPubMed Barnett SBL, Nurmagambetov TA. Costs of asthma in the United States: 2002–2007. J Allergy Clin Immunol. 2011;127(1):145–52.CrossRefPubMed
29.
Zurück zum Zitat Desai PR, Lawson KA, Barner JC, Rascati KL. Identifying patent characteristics associated with high Schizophrenia-related direct medical costs in community-dwelling patents. J Manag Care Pharm. 2013;19(6):468–77.PubMed Desai PR, Lawson KA, Barner JC, Rascati KL. Identifying patent characteristics associated with high Schizophrenia-related direct medical costs in community-dwelling patents. J Manag Care Pharm. 2013;19(6):468–77.PubMed
30.
Zurück zum Zitat Mihaylova B, Briggs A, O’Hhagan, Thompson SG. Review of statistical methods for analyzing healthcare resources and costs. Health Econ. 2011;20:897–916.CrossRefPubMedPubMedCentral Mihaylova B, Briggs A, O’Hhagan, Thompson SG. Review of statistical methods for analyzing healthcare resources and costs. Health Econ. 2011;20:897–916.CrossRefPubMedPubMedCentral
31.
Zurück zum Zitat Greenberg PE, Fournier A, Sisitsky T, Pike CT, Kessler RC. The economic burden of adults with major depressive disorder in the United States (2005 and 2010). J Clin Psychiatry. 2015;76(2):155–62.CrossRefPubMed Greenberg PE, Fournier A, Sisitsky T, Pike CT, Kessler RC. The economic burden of adults with major depressive disorder in the United States (2005 and 2010). J Clin Psychiatry. 2015;76(2):155–62.CrossRefPubMed
32.
Zurück zum Zitat Ozieh MN, Dismuke CE, Lynch CP, Egede LE. Medical care expenditures associated with chronic kidney disease in adults with diabetes: United States 2011. Diabetes Res Clin Pract. 2015;109(1):185–190.CrossRefPubMed Ozieh MN, Dismuke CE, Lynch CP, Egede LE. Medical care expenditures associated with chronic kidney disease in adults with diabetes: United States 2011. Diabetes Res Clin Pract. 2015;109(1):185–190.CrossRefPubMed
33.
Zurück zum Zitat Ozieh MN, Bishu KG, Dismuke CE, Egede LE. Trends of healthcare expenditure in United States in adults with diabetes: 2002–2011. Diabetes Care 2015b. Available online, doi: 10.2337/dc15-0369. Ozieh MN, Bishu KG, Dismuke CE, Egede LE. Trends of healthcare expenditure in United States in adults with diabetes: 2002–2011. Diabetes Care 2015b. Available online, doi: 10.​2337/​dc15-0369.
34.
Zurück zum Zitat Lee H, Chapap D, Kao C, Jones D, Kapustin J, Smith J, Krichten C, Donner T, Thomas SA, Friedmann E. Depression, quality of life, and glycemic control in individuals with type 2 diabetes. J Am Acad Nurse Pract. 2009;21:214–24.CrossRefPubMed Lee H, Chapap D, Kao C, Jones D, Kapustin J, Smith J, Krichten C, Donner T, Thomas SA, Friedmann E. Depression, quality of life, and glycemic control in individuals with type 2 diabetes. J Am Acad Nurse Pract. 2009;21:214–24.CrossRefPubMed
35.
Zurück zum Zitat Jeeva F, Dickens C, Coventry P. Is treatment of depression cost-effective in people with diabetes? a systematic review of the economic evidence. Int J Technol Assess Health Care. 2013;29(4):384–91.CrossRefPubMedPubMedCentral Jeeva F, Dickens C, Coventry P. Is treatment of depression cost-effective in people with diabetes? a systematic review of the economic evidence. Int J Technol Assess Health Care. 2013;29(4):384–91.CrossRefPubMedPubMedCentral
36.
Zurück zum Zitat Simon GE, Katon WJ, Lin EHB, Rutter C, Manning WG, Von Korff M, Ciechanowski P, Ludman EJ, Young BA. Cost-effectiveness of systematic depression treatment among people with diabetes mellitus. Arch Gen Psychiatry. 2007;64:65–72.CrossRefPubMed Simon GE, Katon WJ, Lin EHB, Rutter C, Manning WG, Von Korff M, Ciechanowski P, Ludman EJ, Young BA. Cost-effectiveness of systematic depression treatment among people with diabetes mellitus. Arch Gen Psychiatry. 2007;64:65–72.CrossRefPubMed
37.
Zurück zum Zitat Egede LE, Gebregziabher M, Zhao Y, Dismuke CE, Walker RJ, Hunt KE, Axon RN. Impact of mental health visits on healthcare cost in patients with diabetes and comorbid mental health disorders. PLoS ONE. 2014;9(8):e103804–e103804.CrossRefPubMedPubMedCentral Egede LE, Gebregziabher M, Zhao Y, Dismuke CE, Walker RJ, Hunt KE, Axon RN. Impact of mental health visits on healthcare cost in patients with diabetes and comorbid mental health disorders. PLoS ONE. 2014;9(8):e103804–e103804.CrossRefPubMedPubMedCentral
38.
Zurück zum Zitat Bush TL, Miller SR, Golden AL, Hale WE. Self-report and medical record report agreement of selected medical conditions in the elderly. Am J Public Health. 1980;79:1554–6.CrossRef Bush TL, Miller SR, Golden AL, Hale WE. Self-report and medical record report agreement of selected medical conditions in the elderly. Am J Public Health. 1980;79:1554–6.CrossRef
39.
Zurück zum Zitat Harlow SD, Linet MS. Agreement between questionnaire data and medical records: the evidence for accuracy of recall. Am J Epidemiol. 1989;129:233–48.PubMed Harlow SD, Linet MS. Agreement between questionnaire data and medical records: the evidence for accuracy of recall. Am J Epidemiol. 1989;129:233–48.PubMed
Metadaten
Titel
Trends in Costs of Depression in Adults with Diabetes in the United States: Medical Expenditure Panel Survey, 2004–2011
verfasst von
Leonard E. Egede, M.D., M.S.
Rebekah J. Walker, Ph.D.
Kinfe Bishu, Ph.D.
Clara E. Dismuke, Ph.D.
Publikationsdatum
11.03.2016
Verlag
Springer US
Erschienen in
Journal of General Internal Medicine / Ausgabe 6/2016
Print ISSN: 0884-8734
Elektronische ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-016-3650-1

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