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Published in: Archives of Dermatological Research 3/2023

29-09-2022 | Antibiotic | Original Paper

Validation of medical service insurance claims as a surrogate for ascertaining vitiligo cases

Authors: M. Bell, H. Lui, T. K. Lee, S. Kalia

Published in: Archives of Dermatological Research | Issue 3/2023

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Abstract

The epidemiology of vitiligo, especially its disease burden on the healthcare system, can be assessed indirectly by analyzing health insurance claims data. Validating this approach is integral to ensuring accurate case identification and cohort characterization. The primary aim of this study was to develop and validate an indirect measure of vitiligo ascertainment using health insurance claims data. These data were used secondarily to identify demographic characteristics, body site involvement, vitiligo subtypes, disease associations, and treatments. This study assessed the validity of identifying vitiligo from billing claims within a Canadian provincial universal health insurance program, versus vitiligo cases accrued from direct medical chart reviews. Claims-based algorithms combining ICD-9-CM diagnostic code 709 with treatment-specific data were derived and tested to identify vitiligo patients. This was compared against cases arising from the manual review of medical records of 606 patient with a diagnostic code for “dyschromia” (ICD-9-CM diagnostic code 709) from January 1 to December 31, 2016. Based on the chart reviews, 204 (33.7%) patients were confirmed to have vitiligo. 42 separate claims-based algorithms combining ICD-9-CM diagnostic code 709 with treatment data specific to vitiligo were modeled and individually tested to evaluate their accuracy for vitiligo ascertainment. One algorithm achieved a sensitivity, specificity, PPV and NPV of 86.8% (95% CI 82.1–91.4), 92.5% (95% CI 90.0–95.1), 85.5% (95% CI 80.7–90.3), and 93.2% (95% CI 90.8–95.7), respectively. There was a 2.2 female-to-male ratio. The most common medical treatments were tacrolimus (74.5%) and topical corticosteroids (54.3%). Hypertension (24.2%) and hypothyroidism (19.6%) were the predominant co-morbidities associated with vitiligo. Health insurance claims data can be used to indirectly ascertain vitiligo for epidemiologic purposes with relatively high diagnostic performance between 85.5 and 93.2%.
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Literature
1.
go back to reference Silverberg JI, Reja M, Silverberg NB (2014) Regional variation of and association of US Birthplace with vitiligo extent. JAMA Dermatol 150(12):1298–1305CrossRefPubMed Silverberg JI, Reja M, Silverberg NB (2014) Regional variation of and association of US Birthplace with vitiligo extent. JAMA Dermatol 150(12):1298–1305CrossRefPubMed
2.
go back to reference Krüger C, Schallreuter KU (2012) A review of the worldwide prevalence of vitiligo in children/adolescents and adults. Int J Dermatol 51(10):1206–1212CrossRefPubMed Krüger C, Schallreuter KU (2012) A review of the worldwide prevalence of vitiligo in children/adolescents and adults. Int J Dermatol 51(10):1206–1212CrossRefPubMed
3.
go back to reference Catucci BJ, Giongo N, Machado P, Horn R, Fabbrin A, Cestari T (2016) Quality of life impairment in children and adults with vitiligo: a cross-sectional study based on dermatology-specific and disease-specific quality of life instruments. Dermatology 232(5):619–625CrossRef Catucci BJ, Giongo N, Machado P, Horn R, Fabbrin A, Cestari T (2016) Quality of life impairment in children and adults with vitiligo: a cross-sectional study based on dermatology-specific and disease-specific quality of life instruments. Dermatology 232(5):619–625CrossRef
4.
go back to reference Benchimol EI, Smeeth L, Guttmann A et al (2016) The reporting of studies conducted using observational routinely-collected health data (RECORD) statement. Z Evid Fortbild Qual Gesundhwes 1(115):33–48CrossRef Benchimol EI, Smeeth L, Guttmann A et al (2016) The reporting of studies conducted using observational routinely-collected health data (RECORD) statement. Z Evid Fortbild Qual Gesundhwes 1(115):33–48CrossRef
5.
go back to reference Wehner MR, Levandoski KA, Kulldorff M, Asgari MM (2017) Research techniques made simple: an introduction to use and analysis of big data in dermatology. J Invest Dermatol 137(8):e153–e158CrossRefPubMedPubMedCentral Wehner MR, Levandoski KA, Kulldorff M, Asgari MM (2017) Research techniques made simple: an introduction to use and analysis of big data in dermatology. J Invest Dermatol 137(8):e153–e158CrossRefPubMedPubMedCentral
6.
7.
go back to reference Dizon M, Yu A, Singh R et al (2018) Systematic review of atopic dermatitis disease definition in studies using routinely collected health data. Br J Dermatol 178(6):1280–1287CrossRefPubMedPubMedCentral Dizon M, Yu A, Singh R et al (2018) Systematic review of atopic dermatitis disease definition in studies using routinely collected health data. Br J Dermatol 178(6):1280–1287CrossRefPubMedPubMedCentral
9.
go back to reference Kalia S, Haiducu ML (2012) The burden of skin disease in the United States and Canada. Dermatol Clin 30(1):5–18CrossRefPubMed Kalia S, Haiducu ML (2012) The burden of skin disease in the United States and Canada. Dermatol Clin 30(1):5–18CrossRefPubMed
10.
go back to reference Zhang T, Lee TK, Lui H, Kunimoto B, Han C, Zhou Y, Kalia S (2019) Algorithms for ascertaining keratinocyte carcinomas using health insurance claims and prescription records. J Eur Acad Dermatol Venereol 33(8):e275–e276CrossRefPubMed Zhang T, Lee TK, Lui H, Kunimoto B, Han C, Zhou Y, Kalia S (2019) Algorithms for ascertaining keratinocyte carcinomas using health insurance claims and prescription records. J Eur Acad Dermatol Venereol 33(8):e275–e276CrossRefPubMed
11.
go back to reference Zhang T, Lee TK, Lui H et al (2020) Health insurance claim- and prescription record-based algorithms as a population-based method for eczema ascertainment. J Eur Acad Dermatol Venereol 34(9):e466–e468CrossRefPubMed Zhang T, Lee TK, Lui H et al (2020) Health insurance claim- and prescription record-based algorithms as a population-based method for eczema ascertainment. J Eur Acad Dermatol Venereol 34(9):e466–e468CrossRefPubMed
14.
go back to reference Tonelli M, Wiebe N, Fortin M et al (2015) Methods for identifying 30 chronic conditions: application to administrative data. BMC Med Inform Decis Mak 15(1):31CrossRefPubMedPubMedCentral Tonelli M, Wiebe N, Fortin M et al (2015) Methods for identifying 30 chronic conditions: application to administrative data. BMC Med Inform Decis Mak 15(1):31CrossRefPubMedPubMedCentral
15.
go back to reference Howitz J, Brodthagen H, Schwartz M, Thomsen K (1977) Prevalence of vitiligo: epidemiological survey on the Isle of Bornholm, Denmark. Arch Dermatol 113(1):47–52CrossRefPubMed Howitz J, Brodthagen H, Schwartz M, Thomsen K (1977) Prevalence of vitiligo: epidemiological survey on the Isle of Bornholm, Denmark. Arch Dermatol 113(1):47–52CrossRefPubMed
16.
go back to reference Sehgal VN, Srivastava G (2007) Vitiligo: compendium of clinico-epidemiological features. Indian J Dermatol Venereol Leprol 73(3):149CrossRefPubMed Sehgal VN, Srivastava G (2007) Vitiligo: compendium of clinico-epidemiological features. Indian J Dermatol Venereol Leprol 73(3):149CrossRefPubMed
17.
go back to reference Nicolaidou E, Antoniou C, Miniati A et al (2012) Childhood- and later-onset vitiligo have diverse epidemiologic and clinical characteristics. J Am Acad Dermatol 66(6):954–958CrossRefPubMed Nicolaidou E, Antoniou C, Miniati A et al (2012) Childhood- and later-onset vitiligo have diverse epidemiologic and clinical characteristics. J Am Acad Dermatol 66(6):954–958CrossRefPubMed
18.
go back to reference Alikhan A, Felsten LM, Daly M, Petronic-Rosic V (2011) Vitiligo: a comprehensive overview: part I. Introduction, epidemiology, quality of life, diagnosis, differential diagnosis, associations, histopathology, etiology, and work-up. J Am Acad Dermatol 65(3):473–491CrossRefPubMed Alikhan A, Felsten LM, Daly M, Petronic-Rosic V (2011) Vitiligo: a comprehensive overview: part I. Introduction, epidemiology, quality of life, diagnosis, differential diagnosis, associations, histopathology, etiology, and work-up. J Am Acad Dermatol 65(3):473–491CrossRefPubMed
19.
go back to reference Speeckaert R, Geel N (2014) Distribution patterns in generalized vitiligo. J Eur Acad Dermatol Venereol 28(6):755–762CrossRefPubMed Speeckaert R, Geel N (2014) Distribution patterns in generalized vitiligo. J Eur Acad Dermatol Venereol 28(6):755–762CrossRefPubMed
20.
go back to reference Akrem J, Baroudi A, Aichi T, Houch F, Hamdaoui MH (2008) Profile of vitiligo in the south of Tunisia. Int J Dermatol 47(7):670–674CrossRefPubMed Akrem J, Baroudi A, Aichi T, Houch F, Hamdaoui MH (2008) Profile of vitiligo in the south of Tunisia. Int J Dermatol 47(7):670–674CrossRefPubMed
21.
go back to reference Zhang XJ, Liu JB, Gui JP et al (2004) Characteristics of genetic epidemiology and genetic models for vitiligo. J Am Acad Dermatol 51(3):383–390CrossRefPubMed Zhang XJ, Liu JB, Gui JP et al (2004) Characteristics of genetic epidemiology and genetic models for vitiligo. J Am Acad Dermatol 51(3):383–390CrossRefPubMed
22.
go back to reference Liu JB, Li M, Yang S et al (2005) Clinical profiles of vitiligo in China: an analysis of 3742 patients. Clin Exp Dermatol 30(4):327–331CrossRefPubMed Liu JB, Li M, Yang S et al (2005) Clinical profiles of vitiligo in China: an analysis of 3742 patients. Clin Exp Dermatol 30(4):327–331CrossRefPubMed
23.
go back to reference Gawkrodger DJ, Ormerod AD, Shaw L et al (2008) Guideline for the diagnosis and management of vitiligo. Br J Dermatol 159(5):1051–1076CrossRefPubMed Gawkrodger DJ, Ormerod AD, Shaw L et al (2008) Guideline for the diagnosis and management of vitiligo. Br J Dermatol 159(5):1051–1076CrossRefPubMed
24.
go back to reference Taieb AV, Alomar A, Böhm M et al (2013) Guidelines for the management of vitiligo: the European Dermatology Forum consensus. Br J Dermatol 168(1):5–19CrossRefPubMed Taieb AV, Alomar A, Böhm M et al (2013) Guidelines for the management of vitiligo: the European Dermatology Forum consensus. Br J Dermatol 168(1):5–19CrossRefPubMed
25.
go back to reference Kalia S, Toosi B, Bansback N et al (2014) Assessing adherence with phototherapy protocols. J AM Acad Dermatol 71(6):1259–1261CrossRefPubMed Kalia S, Toosi B, Bansback N et al (2014) Assessing adherence with phototherapy protocols. J AM Acad Dermatol 71(6):1259–1261CrossRefPubMed
26.
go back to reference Gill L, Zarbo A, Isedeh P, Jacobsen G, Lim HW, Hamzavi I (2016) Comorbid autoimmune diseases in patients with vitiligo: a cross-sectional study. J Am Acad Dermatol 74(2):295–302CrossRefPubMed Gill L, Zarbo A, Isedeh P, Jacobsen G, Lim HW, Hamzavi I (2016) Comorbid autoimmune diseases in patients with vitiligo: a cross-sectional study. J Am Acad Dermatol 74(2):295–302CrossRefPubMed
27.
go back to reference Chen YT, Chen YJ, Hwang CY et al (2015) Comorbidity profiles in association with vitiligo: a nationwide population-based study in Taiwan. J Eur Acad Dermatol Venereol 29(7):1362–1369CrossRefPubMed Chen YT, Chen YJ, Hwang CY et al (2015) Comorbidity profiles in association with vitiligo: a nationwide population-based study in Taiwan. J Eur Acad Dermatol Venereol 29(7):1362–1369CrossRefPubMed
28.
go back to reference Vallerand IA, Lewinson RT, Parsons LM et al (2019) Vitiligo and major depressive disorder: a bidirectional population-based cohort study. J Am Acad Dermatol 80(5):1371–1379CrossRefPubMed Vallerand IA, Lewinson RT, Parsons LM et al (2019) Vitiligo and major depressive disorder: a bidirectional population-based cohort study. J Am Acad Dermatol 80(5):1371–1379CrossRefPubMed
Metadata
Title
Validation of medical service insurance claims as a surrogate for ascertaining vitiligo cases
Authors
M. Bell
H. Lui
T. K. Lee
S. Kalia
Publication date
29-09-2022
Publisher
Springer Berlin Heidelberg
Published in
Archives of Dermatological Research / Issue 3/2023
Print ISSN: 0340-3696
Electronic ISSN: 1432-069X
DOI
https://doi.org/10.1007/s00403-022-02383-7

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