Hospital-physician integration and Medicare spending: Evidence from stable angina.

被引量：- 发表：1970

Racial inequities in cesarean use among high- and low-risk deliveries: An analysis of childbirth hospitalizations in New Jersey from 2000 to 2015.

To examine racial inequities in low-risk and high-risk (or "medically appropriate") cesarean delivery rates in New Jersey during the era surrounding the United States cesarean surge and peak. This retrospective repeated cross-sectional study examined the universe of childbirth hospitalizations in New Jersey from January 1, 2000 through September 30, 2015. We estimate the likelihood of cesarean delivery by maternal race and ethnicity, with mixed-level logistic regression models, stratified by cesarean risk level designated by the Society of Maternal Fetal Medicine (SMFM). We used all-payer hospital discharge data from the Healthcare Cost and Utilization Project's State Inpatient Discharge Database and linked this data to the American Hospital Association Annual Survey. ZIP-code Tabulation Area (ZCTA)-level racialized economic segregation index data were from the 2007-2011 American Community Survey. We identified 1,604,976 statewide childbirth hospitalizations using International Classification of Diseases-9-CM (ICD-9) diagnosis and procedure codes and Diagnosis-Related Group codes, and created an indicator of cesarean delivery using ICD-9 codes. Among low-risk deliveries, Black patients, particularly those in the age group of 35-39 years, had higher predicted probabilities of giving birth via cesarean than White people in the same age categories (Black-adjusted predicted probability = 24.0%; vs. White-adjusted predicted probability = 17.3%). Among high-risk deliveries, Black patients aged 35 to 39 years had a lower predicted probability (by 2.7 percentage points) of giving birth via cesarean compared with their White counterparts. This study uncovered a lack of medically appropriate cesarean delivery for Black patients, with low-risk Black patients at higher odds of cesarean delivery and high-risk Black patients at lower odds of cesarean than their White counterparts. The significant Black-White inequities highlight the need to address misalignment of evidence-based cesarean delivery practice in the efforts to improve maternal health equity. Quality metrics that track whether cesareans are provided when medically needed may contribute to clinical and policy efforts to prevent disproportionate maternal morbidity and mortality among Black patients.

被引量：- 发表：1970

Are suicides underreported? The impact of coroners versus medical examiners on suicide reporting.

To evaluate if state death investigation systems affect the reporting of suicides, particularly when comparing medical examiners to coroners. We used restricted-access state mortality data from National Vital Statistics System between the years 1959 to 2016. These data were matched with state-level changes in death investigation systems reported by the Centers for Disease Control and Prevention database on the Public Health Law Program: Coroner/ME Laws. We used difference-in-differences and event study methods for the analysis. We estimated the relative per capita changes in suicides, accidental deaths, and homicides when comparing coroner-only states with other death investigation types. Sub-analyses estimated differences by sex, race, and if coroners were required to receive training. Not Applicable. Coroners-only states underreported suicides by 17.4% (p < 0.05) and performed 20.4% (p < 0.05) fewer autopsies compared to states with county coroners and a state medical examiner. This pattern is consistent by sex and race. Required coroner training did not affect death determination significantly. Coroners-only states underreported suicides compared to states with county coroners and a state medical examiner. The disparity in the use of autopsies is a potential mechanism for underreporting of suicides by coroners. If all coroners-only states adopted a state medical examiner, suicide reporting would increase by 2243-3100 deaths in the United States annually.

被引量：- 发表：1970

Addressing immortal time bias in precision medicine: Practical guidance and methods development.

To compare theoretical strengths and limitations of common immortal time adjustment methods, propose a new approach using multiple imputation (MI), and provide practical guidance for using MI in precision medicine evaluations centered on a real-world case study. Methods comparison, guidance, and real-world case study based on previous literature. We compared landmark analysis, time-distribution matching, time-dependent analysis, and our proposed MI application. Guidance for MI spanned (1) selecting the imputation method; (2) specifying and applying the imputation model; and (3) conducting comparative analysis and pooling estimates. Our case study used a matched cohort design to evaluate overall survival benefits of whole-genome and transcriptome analysis, a precision medicine technology, compared to usual care for advanced cancers, and applied both time-distribution matching and MI. Bootstrap simulation characterized imputation sensitivity to varying data missingness and sample sizes. Case study used population-based administrative data and single-arm precision medicine program data from British Columbia, Canada for the study period 2012 to 2015. While each method described can reduce immortal time bias, MI offers theoretical advantages. Compared to alternative approaches, MI minimizes information loss and better characterizes statistical uncertainty about the true length of the immortal time period, avoiding false precision. Additionally, MI explicitly considers the impacts of patient characteristics on immortal time distributions, with inclusion criteria and follow-up period definitions that do not inadvertently risk biasing evaluations. In the real-world case study, survival analysis results did not substantively differ across MI and time distribution matching, but standard errors based on MI were higher for all point estimates. Mean imputed immortal time was stable across simulations. Precision medicine evaluations must employ immortal time adjustment methods for unbiased, decision-grade real-world evidence generation. MI is a promising solution to the challenge of immortal time bias.

被引量：- 发表：1970

Tracking implementation strategies in real-world settings: VA Office of Rural Health enterprise-wide initiative portfolio.

被引量：1 发表：1970