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Regression Analysis

Journal Article

A Tutorial Comparing Different Covariate Balancing Methods with an Application Evaluating the Causal Effects of Substance Use Treatment Programs for Adolescents

A state-of-the-art tutorial on how best to implement propensity score weighting analyses.

Jun 24, 2022
Journal Article

Higher Moments for Optimal Balance Weighting in Causal Estimation

We explore the potential benefit of using higher-order moments in the balancing conditions for covariate-balancing propensity scores and entropy balance.

Jun 24, 2022
Journal Article

Volunteer Recovery Support for Adolescents: Using Propensity Score Based Methods to Understand Dosage Effects Within a Randomized Controlled Trial

The study used statistical methods designed to approximate RCTs when comparing more than two nonequivalent groups that include an assessment of the potential impact of omitted variables in order to address potential dosage effects for a commonly used evidence based substance use treatment program for adolescents.

Jun 24, 2022
Journal Article

Moving Beyond the Classic Difference-In-Differences Model: A Simulation Study Comparing Statistical Methods for Estimating Effectiveness of State-Level Policies

Researchers conducted an extensive simulation study to compare the statistical performance of commonly used methods for evaluating state-level opioid policies, including popular difference-in-differences methods.

Dec 15, 2021
Journal Article

Health Disparities in the U.S. Gulf Coast: The Interplay of Environmental Disaster, Material Loss, and Residential Segregation

We study the interrelationships between health, residential segregation, and disaster-related material losses (income loss, job loss, economic/property damages) due to the worst ever man-made disaster of its kind, the Deepwater Horizon oil spill.

Dec 15, 2021
Journal Article

Longitudinal Associations of PROMIS-29 Anxiety and Depression Symptoms With Low Back Pain Impact in a Sample of U.S. Military Service Members

This study examines longitudinal associations between psychological symptoms and the Impact Stratification Score among military service members.

Nov 19, 2021
Journal Article

Crosswalking the Patient-Reported Outcomes Measurement Information System Physical Function, Pain Interference, and Pain Intensity Scores to the Roland-Morris Disability Questionnaire and the Oswestry Disability Index

Using data from three large samples of adults with chronic low back pain, we examined associations of the three PROMIS scores with the Oswestry Disability Index and the Roland-Morris Disability Questionnaire.

Nov 19, 2021
Journal Article

Money and My Mind: Maternal Cash Transfers and Mental Health

This paper documents important mental health spillovers in the context of a program that offered pregnant women modest cash incentives to use pre- and perinatal health care services.

Nov 10, 2021
Journal Article

Working Hard or Hardly Working: Health Worker Effort and Health Outcomes

Effort by health workers in developing countries has been the subject of recent attention, but the implications for health outcomes have remained a matter of conjecture. This paper provides new evidence about the returns to health worker effort.

Nov 10, 2021
Journal Article

Life in the Slow Lane: Unintended Consequences of Public Transit in Jakarta

We study how TransJakarta, one of the worlds largest BRT systems, impacted commuting outcomes in Jakarta, Indonesia from 2002 to 2010.

Nov 9, 2021
Journal Article

Association Between COVID-19 Relief Funds and Hospital Characteristics in the US

CARES Act funds may have disproportionately gone to hospitals that were in a stronger financial situation prior to the pandemic compared to those that were not.

Nov 2, 2021
Journal Article

Shifting From Passive Quality Reporting to Active Nudging to Influence Consumer Choice of Health Plan

We assess the impacts of CMS' targeted quality-based nudges with longitudinal analysis of 2009–2014 Medicare Advantage plan enrollment trends.

Oct 29, 2021
Journal Article

Adjusting Medicare Advantage Star Ratings for Socioeconomic Status and Disability

We examine the impact of socioeconomic status and disability adjustments on Medicare Advantage plans' and prescription drug plans' contract star ratings.

Oct 29, 2021
Journal Article

Use of Buprenorphine for Those with Employer-Sponsored Insurance During the Initial Phase of the COVID-19 Pandemic

This study examined changes in the use of buprenorphine to treat opioid use disorder in 2020 during the onset of the COVID-19 pandemic using pharmaceutical claims.

Oct 22, 2021
Journal Article

Trends in Visits to Substance Use Disorder Treatment Facilities in 2020

This study examined weekly changes in the number of substance use disorder treatment facility visits in 2020 compared to 2019, and explored variation in change in weekly visits by COVID-19 incidence and historical fatal drug overdose rate.

Oct 22, 2021
Report

Expanding Charter School Capacity: The Case of Propel Montour

Researchers examine the expansion of Propel Schools, a small, regional charter school network in southwestern Pennsylvania, to describe the academic and behavioral experiences of continuing and expansion students from fall 2017 to spring 2020.

Sep 29, 2021
Journal Article

Imputation of Race/Ethnicity to Enable Measurement of HEDIS Performance by Race/Ethnicity

We compared performance for several alternative models predicting self-reported race/ethnicity in cross-sectional observational data to assess accuracy of estimates.

Sep 17, 2021
News Release

Labor Regulations Attached to Proposition HHH Lowered Los Angeles Housing Production Through Increased Costs, Developer ...

A project labor agreement requiring that a primarily union workforce be used for housing projects for the homeless in Los Angeles appears to be one reason that the city's $1.2 billion Proposition HHH ballot initiative is falling short of its goal.

Aug 2, 2021
Report

Effects of Project Labor Agreements on Affordable Housing Production

A project labor agreement requiring that a primarily union workforce be used for housing projects for people experiencing homelessness in Los Angeles appears to be one reason that the city's $1.2 billion Proposition HHH ballot initiative is falling short of its goal.

Aug 2, 2021
Journal Article

Variation in Generic Dispensing Rates in Medicare Part D

Although generic use has increased markedly over time in Part D, substantial variation across plans persists in a number of common therapeutic classes.

Jun 30, 2021

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RAND Topic:
Regression Analysis

Topic Synonyms:
Regression and Correlation Analysis