2019
DOI: 10.1002/pds.4794
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Identifying pregnancies in insurance claims data: Methods and application to retinoid teratogenic surveillance

Abstract: Purpose The purpose of the study is to develop an algorithm to identify pregnancies in administrative databases and apply it to assess pregnancy rates and outcomes in women prescribed isotretinoin or tretinoin. Methods Using the 2011 to 2015 Truven Health MarketScan Database, we identified pregnancies, including losses and terminations. In a cohort design, nonpregnant women filling a prescription for isotretinoin or tretinoin were matched to five women without either prescription. Women were followed for 365 d… Show more

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Cited by 65 publications
(68 citation statements)
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“…Estimated LMP was determined by subtracting the gestational length from the end date of the pregnancy. Additional cohort details, including classifications of pregnancy type and estimation of gestational length, have been previously described (16).…”
Section: Methodsmentioning
confidence: 99%
“…Estimated LMP was determined by subtracting the gestational length from the end date of the pregnancy. Additional cohort details, including classifications of pregnancy type and estimation of gestational length, have been previously described (16).…”
Section: Methodsmentioning
confidence: 99%
“…3 Several algorithms have been proposed to identify unique pregnancy episodes using the clinical encounter information coded using the International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) system. [4][5][6][7][8] The validity of such algorithms has been demonstrated against birth certificate and electronic health records in different settings, including pregnancies that followed in vitro fertilization where the accurate conception date is known. [9][10][11][12] However, the transition from ICD-9 to ICD-10 codes in the US healthcare system in 2015 has imposed a new challenge to the identification of pregnancy episodes in claims databases.…”
Section: Introductionmentioning
confidence: 99%
“… 1 , 2 To ensure accurate timing of drug exposure, pregnancy episodes are usually determined via a specific pregnancy endpoint, estimation of gestational age at the time of the endpoint, and imputation of the pregnancy start date. 3 5 Although the International Classification of Disease (ICD) coding offers detail on gestational age at delivery, the codes are not consistently applied to medical encounter claims, thus leaving some uncertainty about the exact date of conception. Such inaccuracies are more pronounced for preterm deliveries and other adverse pregnancy endpoints such as stillbirths and abortions.…”
mentioning
confidence: 99%