Craig Holden

NORC Walsh Center for Rural Health Analysis

Phone: 301.634.9387
Email: holden-craig@norc.org

NORC Walsh Center for Rural Health Analysis
4350 East West Highway, Suite 700
Bethesda, MD 20814


Current Projects - (6)

  • A Closer Examination of Rural Hospital Bypass
    This project will estimate the rural hospital bypass rate using all-payer claims data for a set of states and compare patients based on the inpatient treatments and procedures received relative to those routinely provided by rural facilities.
    Research center: Rural Health Equity Research Center
    Topics: Critical Access Hospitals (CAHs), Health reform, Health services, Healthcare access, Hospitals and clinics, Medicaid and CHIP, Medicare, Medicare Advantage (MA), Minority health, Private health insurance, Uninsured and underinsured
  • Examining Changes in Health Care Accessibility in Rural Areas: An Analysis of HPSAs and MUAs Over Time and Their Relationship With Demographic Characteristics
    This study focuses on Health Professional Shortage Areas and Medically Underserved Areas and analyzes health care accessibility in rural areas. It uses data from the Health Resources and Services Administration and demographic information to identify trends, spatial patterns, and demographic intersections, aiming to inform policies and interventions for improved rural healthcare access and equity.
    Research center: Rural Health Equity Research Center
    Topics: Health disparities and health equity, Healthcare access, Mental and behavioral health, Oral health, Workforce
  • Examining Differences in Rural and Urban Medicare FFS Beneficiaries' Emergency Department Use Pre-COVID-19 and During COVID-19
    This study describes and compares the differences in the utilization of emergency department (ED) services among rural and urban Medicare Fee-For-Service enrollees during 2018-2021. We will identify factors associated with differences in ED use, including shifts in volume, primary diagnoses, and admission source, before and since the COVID-19 public health emergency in rural and urban areas.
    Research center: Rural Health Equity Research Center
    Topics: Coronavirus Disease 2019 (COVID-19), Critical Access Hospitals (CAHs), Emergency medical services (EMS) and trauma, Health disparities and health equity, Healthcare access, Hospitals and clinics, Medicare, Social determinants of health
  • Hierarchical Condition Category (HCC) Risk Scores: Designed to Predict Future Cost and Health Care Resource Use – Do They Also Accurately Reflect Differences in Health Status between Rural and Urban Beneficiaries?
    This CMS Hierarchical Condition Category (CMS-HCC) risk score study will investigate differences in underlying health between rural and urban populations using recent data and analyze which factors drive observed differences.
    Research center: Rural Health Equity Research Center
    Topics: Health disparities and health equity, Health services, Healthcare access, Hospitals and clinics, Medicaid and CHIP, Medicare, Medicare Advantage (MA)
  • Rural and Urban Sepsis Outcomes as a Measure of Health Care Quality: A Nationwide Comparative Analysis Using HCUP Data
    This study examines differences in sepsis prevalence, outcomes, costs, and treatment between rural and urban hospitals using the HCUP Nationwide Readmissions Database. It aims to inform policies related to access to timely, high-quality sepsis care and identify strategies to enhance healthcare outcomes across diverse hospital settings.
    Research center: Rural Health Equity Research Center
    Topics: Care management, Critical Access Hospitals (CAHs), Emergency medical services (EMS) and trauma, Health disparities and health equity, Healthcare access, Hospitals and clinics, Medicaid and CHIP, Medicare, Medicare Advantage (MA), Private health insurance, Quality, Social determinants of health
  • Rural/Urban Differences in Forgoing Health Care during the COVID-19 Pandemic
    Several surveys conducted during the COVID-19 pandemic showed that adults delayed or skipped healthcare services during the initial months of the COVID-19 pandemic. This study examines changes in healthcare utilization for primary and preventative care among rural and urban Medicare fee-for-service enrollees since the COVID-19 pandemic.
    Research center: Rural Health Equity Research Center
    Topics: Aging, Care management, Chronic diseases and conditions, Coronavirus Disease 2019 (COVID-19), Diabetes, Health disparities and health equity, Health promotion and disease prevention, Health services, Medicare, Mental and behavioral health, Minority health, Telehealth

Completed Projects - (1)

  • Inpatient Treatment Costs Associated with Substance Use Disorders
    The purposes of this project were to examine the costs and characteristics of inpatient stays associated with substance use disorders and to examine whether there are systematic differences in these stays and costs for persons residing in rural areas compared to urban areas.
    Research center: Rural Health Equity Research Center
    Topics: Health disparities and health equity, Healthcare access, Healthcare financing, Mental and behavioral health, Substance use and treatment

Publications - (2)

2023