Preconception Care for Women with Medicaid: Self-report vs. Claims-based Utilization Measures
Stulberg, D. B.; Schumm, L. P.; Giurcanu, M.; Schueler, K.; Peek, M.
Show abstract
BackgroundPreconception care may improve perinatal outcomes and reduce disparities, but there is no standard population measure of preconception care utilization (PCU). ObjectiveWe compared claims-based PCU from Medicaid Analytic Extract (MAX) data to self-report in the Pregnancy Risk Assessment and Monitoring System (PRAMS) survey. MethodsAmong Medicaid-enrolled women ages 15-45 with births during 2012, we identified preconception services in MAX using 55 ICD9 codes published by Health and Human Services. We estimated the proportion reporting preconception care from 26 PRAMS states and compared this to the states proportion who received services in MAX. We fit mixed-effects logistic regression models of the probability of PCU on demographic factors (age, race/ethnicity) and diagnoses (depression, diabetes, or hypertension), separately for each dataset. Finally, we computed the population proportions receiving care by state (MAX) and the empirical Bayes means of the state-level effects (MAX and PRAMS). ResultsAmong 652,929 deliveries in MAX from the included states, 28.1% received at least one preconception service. In PRAMS, 23.6% (95% CI [22.1, 25.3]) of Medicaid-covered respondents reported preconception care. In both datasets, PCU rates were higher for Black non-Hispanic vs. White non-Hispanic women (PRAMS OR 2.05 [1.60, 1.62]; MAX OR 1.51 [1.49, 1.54]) and for those with diabetes (PRAMS OR 1.82 [1.16, 2.85]; MAX OR 1.34 [1.29, 1.40]) or hypertension (OR 1.85 [1.41, 2.44]; MAX OR 1.22 [1.18, 1.27]). In PRAMS, Asian (OR 3.37 [2.28, 4.98]) and Hispanic women (OR 2.07 [1.5, 2.80]) were more likely to report PCU than White non-Hispanic women, but in MAX they were less likely to receive services. The correlation between the PRAMS state-specific effects and those from MAX was 0.31 (p = 0.124). ConclusionsClaims-based estimates of PCU are moderately concordant with self-reported rates at the state level; however, rates measured through Medicaid claims vs. self-report diverge in some groups. SynopsisO_ST_ABSStudy QuestionC_ST_ABSHow do Medicaid claims-based measures of preconception care utilization compare to self-reported receipt of preconception counseling among Medicaid-covered respondents in the Pregnancy Risk Assessment and Monitoring System (PRAMS) survey? Whats already knownPRAMS provides population-level estimates of preconception care utilization, while claims-based measures quantify specific services received. What this study addsClaims-based preconception care utilization among the Medicaid population varies by race (Black/White) and diagnosis of diabetes or hypertension in similar patterns as self-report in PRAMS, but ethnicity (Hispanic/non-Hispanic) and depression demonstrate divergent patterns between the two data sources. State-level variation in preconception care utilization is greater in claims data. Both data sources can be used by researchers with an understanding of their methodological benefits and limitations.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- How do perceptions of Covid-19 risk impact pregnancy-related health decisions? A convergent parallel mixed-methods study protocol 94%
- Ranked severe maternal morbidity index for population-level surveillance at delivery hospitalization based on hospital discharge data 91%
- The COVID-19 health equity twindemic: Statewide epidemiologic trends of SARS-CoV-2 outcomes among racial minorities and in rural America 91%
Similar papers in this journal
- Measuring the missing: greater racial and ethnic disparities in COVID-19 burden after accounting for missing race/ethnicity data 91%
- Assessment of Bias in Estimates of Sexual Network Degree using Prospective Cohort Data 88%
- Evaluating the impact of keeping indoor dining closed on COVID-19 rates among large US cities: a quasi-experimental design 88%
Similar papers in this journal
- Pregnancy pharmacoepidemiology: How often are key methodological elements reported in publications? 90%
- Medication, Vaccine, and Folic Acid Use Among Pregnant Women in Belgium: Insights from the BELpREG Cohort 89%
- Using Natural Language Processing of Clinical Notes to Supplement Structured Electronic Health Record Data for Phenotyping Smoking and Obesity in a Healthcare System 87%
Similar papers in this journal
- Depression at the intersection of race/ethnicity, sex/gender, and sexual orientation in a nationally representative sample of US adults: A design-weighted MAIHDA 92%
- Missing data and missed infections: Investigating racial and ethnic disparities in SARS-CoV-2 testing and infection rates in Holyoke, Massachusetts 90%
- A hypothetical intervention to reduce inequities in anxiety for Multiracial people: simulating an intervention on childhood adversity 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.