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Published in: Advances in Therapy 11/2017

Open Access 01-11-2017 | Original Research

Changes in Healthcare Spending After Diagnosis of Comorbidities Among Endometriosis Patients: A Difference-in-Differences Analysis

Authors: Andrew J. Epstein, Ahmed M. Soliman, Matthew Davis, Scott J. Johnson, Michael C. Snabes, Eric S. Surrey

Published in: Advances in Therapy | Issue 11/2017

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Abstract

Introduction

We sought to characterize changes in healthcare spending associated with the onset of 22 endometriosis-related comorbidities.

Methods

Women aged 18–49 years with endometriosis (N = 180,278) were extracted from 2006–2015 de-identified Clinformatics® DataMart claims data. For 22 comorbidities, comorbidity patients were identified on the basis of having a first comorbidity diagnosis after their initial endometriosis diagnosis. Controls were identified on the basis of having no comorbidity diagnosis and were matched 1:1 to comorbidity patients on demographics and baseline spending. Total medical and pharmacy spending was measured during 12 months before and after each patient’s index date (first comorbidity diagnosis for comorbidity patients, and equal number of days after earliest endometriosis claim for controls). Pre–post spending differences were compared using difference-in-differences linear regression. Total and comorbidity-related cumulative spending per patient for all endometriosis patients were calculated annually for the 5 years following endometriosis diagnosis.

Results

The number of endometriosis patients with each comorbidity varied between 121 for endometrial cancer and 16,177 for fatigue. Healthcare spending increased significantly with the onset of eight comorbidities: breast cancer, ovarian cancer, pregnancy complications, systemic lupus erythematosus/rheumatoid arthritis/Sjogren’s/multiple sclerosis, infertility, uterine fibroids, ovarian cyst, and headache [p < 0.001 except for headache (p = 0.045)]. Spending decreased significantly for fatigue, cystitis/UTI, and eczema [p < 0.001 except for fatigue (p = 0.048)] and was not statistically different for the other 11 comorbidities. Difference-in-differences estimates were significantly higher for comorbidity patients for all comorbidities except eczema (p ≤ 0.003). Mean 5-year total cumulative spending was $58,191 per endometriosis patient, of which between 11% and 23% was attributable to comorbidity-related medical claims.

Conclusion

For all but one of the 22 comorbidities associated with endometriosis, comorbidity onset was associated with a relative increase in total healthcare spending.

Funding

AbbVie Inc.
Appendix
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Literature
1.
go back to reference Simoens S, Hummelshoj L, D’Hooghe T. Endometriosis: cost estimates and methodological perspective. Hum Reprod Update. 2007;13(4):395–404.CrossRefPubMed Simoens S, Hummelshoj L, D’Hooghe T. Endometriosis: cost estimates and methodological perspective. Hum Reprod Update. 2007;13(4):395–404.CrossRefPubMed
2.
go back to reference Velebil P, Wingo PA, Xia Z, Wilcox LS, Peterson HB. Rate of hospitalization for gynecologic disorders among reproductive-age women in the United States. Obstet Gynecol. 1995;86(5):764–9.CrossRefPubMed Velebil P, Wingo PA, Xia Z, Wilcox LS, Peterson HB. Rate of hospitalization for gynecologic disorders among reproductive-age women in the United States. Obstet Gynecol. 1995;86(5):764–9.CrossRefPubMed
3.
go back to reference American College of Obstetricians and Gynecologists. Practice bulletin no. 114: management of endometriosis. Obstet Gynecol. 2010;116(1):223–36.CrossRef American College of Obstetricians and Gynecologists. Practice bulletin no. 114: management of endometriosis. Obstet Gynecol. 2010;116(1):223–36.CrossRef
5.
go back to reference Eskenazi B, Warner ML. Epidemiology of endometriosis. Obstet Gynecol Clin North Am. 1997;24(2):235–58.CrossRefPubMed Eskenazi B, Warner ML. Epidemiology of endometriosis. Obstet Gynecol Clin North Am. 1997;24(2):235–58.CrossRefPubMed
6.
go back to reference Fuldeore MJ, Soliman AM. Prevalence and symptomatic burden of diagnosed endometriosis in the United States: national estimates from a cross-sectional survey of 59,411 women. Gynecol Obstet Invest. 2017;82(5):453–61.CrossRefPubMed Fuldeore MJ, Soliman AM. Prevalence and symptomatic burden of diagnosed endometriosis in the United States: national estimates from a cross-sectional survey of 59,411 women. Gynecol Obstet Invest. 2017;82(5):453–61.CrossRefPubMed
7.
go back to reference Soliman AM, Taylor H, Bonafede M, Nelson JK, Castelli-Haley J. Incremental direct and indirect cost burden attributed to endometriosis surgeries in the United States. Fertil Steril. 2017;107(5):1181–1190.e1182.CrossRefPubMed Soliman AM, Taylor H, Bonafede M, Nelson JK, Castelli-Haley J. Incremental direct and indirect cost burden attributed to endometriosis surgeries in the United States. Fertil Steril. 2017;107(5):1181–1190.e1182.CrossRefPubMed
8.
go back to reference Hadfield R, Mardon H, Barlow D, Kennedy S. Delay in the diagnosis of endometriosis: a survey of women from the USA and the UK. Hum Reprod. 1996;11(4):878–80.CrossRefPubMed Hadfield R, Mardon H, Barlow D, Kennedy S. Delay in the diagnosis of endometriosis: a survey of women from the USA and the UK. Hum Reprod. 1996;11(4):878–80.CrossRefPubMed
9.
go back to reference Soliman AM, Fuldeore M, Snabes MC. Factors associated with time to endometriosis diagnosis in the United States. J Womens Health. 2017;26(7):788–97.CrossRef Soliman AM, Fuldeore M, Snabes MC. Factors associated with time to endometriosis diagnosis in the United States. J Womens Health. 2017;26(7):788–97.CrossRef
10.
go back to reference Soliman AM, Yang H, Du EX, Kelley C, Winkel C. The direct and indirect costs associated with endometriosis: a systematic literature review. Hum Reprod. 2016;31(4):712–22.CrossRefPubMed Soliman AM, Yang H, Du EX, Kelley C, Winkel C. The direct and indirect costs associated with endometriosis: a systematic literature review. Hum Reprod. 2016;31(4):712–22.CrossRefPubMed
11.
go back to reference Fuldeore M, Yang H, Du EX, Soliman AM, Wu EQ, Winkel C. Healthcare utilization and costs in women diagnosed with endometriosis before and after diagnosis: a longitudinal analysis of claims databases. Fertil Steril. 2015;103(1):163–71.CrossRefPubMed Fuldeore M, Yang H, Du EX, Soliman AM, Wu EQ, Winkel C. Healthcare utilization and costs in women diagnosed with endometriosis before and after diagnosis: a longitudinal analysis of claims databases. Fertil Steril. 2015;103(1):163–71.CrossRefPubMed
12.
go back to reference Mirkin D, Murphy-Barron C, Iwasaki K. Actuarial analysis of private payer administrative claims data for women with endometriosis. J Manag Care Pharm. 2007;13(3):262–72.PubMed Mirkin D, Murphy-Barron C, Iwasaki K. Actuarial analysis of private payer administrative claims data for women with endometriosis. J Manag Care Pharm. 2007;13(3):262–72.PubMed
13.
go back to reference Simoens S, Dunselman G, Dirksen C, et al. The burden of endometriosis: costs and quality of life of women with endometriosis and treated in referral centres. Hum Reprod. 2012;27(5):1292–9.CrossRefPubMed Simoens S, Dunselman G, Dirksen C, et al. The burden of endometriosis: costs and quality of life of women with endometriosis and treated in referral centres. Hum Reprod. 2012;27(5):1292–9.CrossRefPubMed
14.
go back to reference Soliman AMSE, Johnson SJ, Davis M, Castelli-Haley J, Snabes MC. Incidence of comorbidities among women with endometriosis: a retrospective matched cohort study. Fertil Steril. 2016;106(3):e277–8.CrossRef Soliman AMSE, Johnson SJ, Davis M, Castelli-Haley J, Snabes MC. Incidence of comorbidities among women with endometriosis: a retrospective matched cohort study. Fertil Steril. 2016;106(3):e277–8.CrossRef
15.
go back to reference Grandi G, Toss A, Cortesi L, Botticelli L, Volpe A, Cagnacci A. The association between endometriomas and ovarian cancer: preventive effect of inhibiting ovulation and menstruation during reproductive life. Bio Med Res Intern. 2015. doi:10.1155/2015/751571. Grandi G, Toss A, Cortesi L, Botticelli L, Volpe A, Cagnacci A. The association between endometriomas and ovarian cancer: preventive effect of inhibiting ovulation and menstruation during reproductive life. Bio Med Res Intern. 2015. doi:10.​1155/​2015/​751571.
16.
17.
go back to reference Soliman AM, Yang H, Du EX, Wu EQ, Castelli-Haley J, Winkel C. Comorbidities and symptoms among endometriosis patients: a systematic literature review. Value Health. 2016;19(3):A172. Soliman AM, Yang H, Du EX, Wu EQ, Castelli-Haley J, Winkel C. Comorbidities and symptoms among endometriosis patients: a systematic literature review. Value Health. 2016;19(3):A172.
18.
go back to reference Somigliana E, Vigano P, Parazzini F, Stoppelli S, Giambattista E, Vercellini P. Association between endometriosis and cancer: a comprehensive review and a critical analysis of clinical and epidemiological evidence. Gynecol Oncol. 2006;101(2):331–41.CrossRefPubMed Somigliana E, Vigano P, Parazzini F, Stoppelli S, Giambattista E, Vercellini P. Association between endometriosis and cancer: a comprehensive review and a critical analysis of clinical and epidemiological evidence. Gynecol Oncol. 2006;101(2):331–41.CrossRefPubMed
19.
go back to reference Melo AS, Rosa-e-Silva JC, Rosa-e-Silva AC, Poli-Neto OB, Ferriani RA, Vieira CS. Unfavorable lipid profile in women with endometriosis. Fertil Steril. 2010;93(7):2433–6.CrossRefPubMed Melo AS, Rosa-e-Silva JC, Rosa-e-Silva AC, Poli-Neto OB, Ferriani RA, Vieira CS. Unfavorable lipid profile in women with endometriosis. Fertil Steril. 2010;93(7):2433–6.CrossRefPubMed
20.
go back to reference Santoro L, D’Onofrio F, Campo S, et al. Endothelial dysfunction but not increased carotid intima-media thickness in young European women with endometriosis. Hum Reprod. 2012;27(5):1320–6.CrossRefPubMed Santoro L, D’Onofrio F, Campo S, et al. Endothelial dysfunction but not increased carotid intima-media thickness in young European women with endometriosis. Hum Reprod. 2012;27(5):1320–6.CrossRefPubMed
21.
go back to reference Mu F, Rich-Edwards J, Rimm EB, Spiegelman D, Missmer SA. Endometriosis and risk of coronary heart disease. Cir Cardiovasc Qual Outcomes. 2016;9(3):257–64.CrossRef Mu F, Rich-Edwards J, Rimm EB, Spiegelman D, Missmer SA. Endometriosis and risk of coronary heart disease. Cir Cardiovasc Qual Outcomes. 2016;9(3):257–64.CrossRef
23.
go back to reference Jacobson DL, Gange SJ, Rose NR, Graham NM. Epidemiology and estimated population burden of selected autoimmune diseases in the United States. Clin Immunol Immunopathol. 1997;84(3):223–43.CrossRefPubMed Jacobson DL, Gange SJ, Rose NR, Graham NM. Epidemiology and estimated population burden of selected autoimmune diseases in the United States. Clin Immunol Immunopathol. 1997;84(3):223–43.CrossRefPubMed
24.
go back to reference Yabroff KR, Lund J, Kepka D, Mariotto A. Economic burden of cancer in the United States: estimates, projections, and future research. Cancer Epidemiol Biomark Prev. 2011;20(10):2006–14.CrossRef Yabroff KR, Lund J, Kepka D, Mariotto A. Economic burden of cancer in the United States: estimates, projections, and future research. Cancer Epidemiol Biomark Prev. 2011;20(10):2006–14.CrossRef
25.
go back to reference Loftus PA, Wise SK. Epidemiology and economic burden of asthma. Intern Forum Allerg Rhinol. 2015;5(S1):S7–10.CrossRef Loftus PA, Wise SK. Epidemiology and economic burden of asthma. Intern Forum Allerg Rhinol. 2015;5(S1):S7–10.CrossRef
26.
go back to reference Center for Medicare and Medicaid Services. National Health Expenditure Accounts: Methodology Paper, 2014. Center for Medicare and Medicaid Services. National Health Expenditure Accounts: Methodology Paper, 2014.
28.
go back to reference Cameron AC, Miller DL A practitioner’s guide to cluster-robust inference. J Hum Resour. 2015;50(2):317–72.CrossRef Cameron AC, Miller DL A practitioner’s guide to cluster-robust inference. J Hum Resour. 2015;50(2):317–72.CrossRef
29.
go back to reference Alderman MH 3rd, Yoder N, Taylor HS. The systemic effects of endometriosis. Semin Reprod Med. 2017;35(3):263–70.CrossRefPubMed Alderman MH 3rd, Yoder N, Taylor HS. The systemic effects of endometriosis. Semin Reprod Med. 2017;35(3):263–70.CrossRefPubMed
30.
go back to reference Mogensen JB, Kjaer SK, Mellemkjaer L, Jensen A. Endometriosis and risks for ovarian, endometrial and breast cancers: a nationwide cohort study. Gynecol Oncol. 2016;143(1):87–92.CrossRefPubMed Mogensen JB, Kjaer SK, Mellemkjaer L, Jensen A. Endometriosis and risks for ovarian, endometrial and breast cancers: a nationwide cohort study. Gynecol Oncol. 2016;143(1):87–92.CrossRefPubMed
31.
go back to reference Parazzini F, Esposito G, Tozzi L, Noli S, Bianchi S. Epidemiology of endometriosis and its comorbidities. Eur J Obstet Gynecol Reprod Biol. 2017;209:3–7.CrossRefPubMed Parazzini F, Esposito G, Tozzi L, Noli S, Bianchi S. Epidemiology of endometriosis and its comorbidities. Eur J Obstet Gynecol Reprod Biol. 2017;209:3–7.CrossRefPubMed
32.
go back to reference Tamaresis JS, Irwin JC, Goldfien GA, et al. Molecular classification of endometriosis and disease stage using high-dimensional genomic data. Endocrinology. 2014;155(12):4986–99.CrossRefPubMedPubMedCentral Tamaresis JS, Irwin JC, Goldfien GA, et al. Molecular classification of endometriosis and disease stage using high-dimensional genomic data. Endocrinology. 2014;155(12):4986–99.CrossRefPubMedPubMedCentral
Metadata
Title
Changes in Healthcare Spending After Diagnosis of Comorbidities Among Endometriosis Patients: A Difference-in-Differences Analysis
Authors
Andrew J. Epstein
Ahmed M. Soliman
Matthew Davis
Scott J. Johnson
Michael C. Snabes
Eric S. Surrey
Publication date
01-11-2017
Publisher
Springer Healthcare
Published in
Advances in Therapy / Issue 11/2017
Print ISSN: 0741-238X
Electronic ISSN: 1865-8652
DOI
https://doi.org/10.1007/s12325-017-0630-8

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