Rural Health
Resources by Topic: Statistics and data
An Assessment of Nurse Practitioner Low-Value Care Use in Primary Care
Analyzes how patient demographics and geography are associated with the prevalence of nurse practitioner-delivered low-value lumbar X-ray, aURI antibiotic, and ECG services, utilizing 2021 Merative MarketScan Commercial and Medicare database data for Arizona, Nevada, and New Mexico. Includes metro versus nonmetro comparison data.
Author(s): Sara B. Nugent, Roberta P. Lavin, Jongwon Lee, Brady P. Horn, Barbara I. Holmes Damron
Citation: The American Journal of Managed Care, 31(1), 553-557
Date: 10/2025
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Analyzes how patient demographics and geography are associated with the prevalence of nurse practitioner-delivered low-value lumbar X-ray, aURI antibiotic, and ECG services, utilizing 2021 Merative MarketScan Commercial and Medicare database data for Arizona, Nevada, and New Mexico. Includes metro versus nonmetro comparison data.
Author(s): Sara B. Nugent, Roberta P. Lavin, Jongwon Lee, Brady P. Horn, Barbara I. Holmes Damron
Citation: The American Journal of Managed Care, 31(1), 553-557
Date: 10/2025
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Rural Health Transformation Program: Rural Facility and Population Score Estimates by State
Spreadsheet indicating estimated rural facility and population scores for each state according to the methodology in Appendix 4 of the Rural Health Transformation Program Notice of Funding Opportunity.
Date: 10/2025
Sponsoring organization: The Cecil G. Sheps Center for Health Services Research
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Spreadsheet indicating estimated rural facility and population scores for each state according to the methodology in Appendix 4 of the Rural Health Transformation Program Notice of Funding Opportunity.
Date: 10/2025
Sponsoring organization: The Cecil G. Sheps Center for Health Services Research
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Report to the Secretary of Health and Human Services: Reducing Barriers to Participation in Population-Based Total Cost of Care (PB-TCOC) Models and Supporting Primary and Specialty Care Transformation
Summarizes findings from the Physician-Focused Payment Model Technical Advisory Committee's (PTAC) review of information on reducing barriers to participation in alternative payment models (APMs). Discusses key issues relating to reducing barriers to participation in APMs and value-based care transformation, areas where additional research is needed, and potential next steps.
Date: 10/2025
Sponsoring organization: HHS Office of the Assistant Secretary for Planning and Evaluation
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Summarizes findings from the Physician-Focused Payment Model Technical Advisory Committee's (PTAC) review of information on reducing barriers to participation in alternative payment models (APMs). Discusses key issues relating to reducing barriers to participation in APMs and value-based care transformation, areas where additional research is needed, and potential next steps.
Date: 10/2025
Sponsoring organization: HHS Office of the Assistant Secretary for Planning and Evaluation
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New Mexico Health Care Workforce Committee: 2025 Annual Report
Reports on New Mexico's healthcare workforce, including county-level data and comparisons to national benchmarks. Discusses rural and frontier area shortages, health workforce migration trends, potential solutions for workforce issues, and updates on previous recommendations. See Appendix C for healthcare professions gap analyses by county.
Date: 10/2025
Sponsoring organization: University of New Mexico - Health Sciences Center
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Reports on New Mexico's healthcare workforce, including county-level data and comparisons to national benchmarks. Discusses rural and frontier area shortages, health workforce migration trends, potential solutions for workforce issues, and updates on previous recommendations. See Appendix C for healthcare professions gap analyses by county.
Date: 10/2025
Sponsoring organization: University of New Mexico - Health Sciences Center
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Benzodiazepines and Opioid Co-Use Among Rural People Who Use Drugs: Findings From the Rural Opioid Initiative
Explores the patterns of co-usage of benzodiazepines and opioids in rural areas. Highlights data related to health outcomes, demographic characteristics, interactions with law enforcement, and the co-use of other drugs, among other measures.
Author(s): L. Sarah Mixson, Arvind Venkataraman, Lydia N. Drumright, et al.
Citation: Substance Use & Addiction Journal, 46(4), 847-858
Date: 10/2025
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Explores the patterns of co-usage of benzodiazepines and opioids in rural areas. Highlights data related to health outcomes, demographic characteristics, interactions with law enforcement, and the co-use of other drugs, among other measures.
Author(s): L. Sarah Mixson, Arvind Venkataraman, Lydia N. Drumright, et al.
Citation: Substance Use & Addiction Journal, 46(4), 847-858
Date: 10/2025
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Rural Women Choose Self-Sampling over a Pelvic Exam for Cervical Cancer Screening: A Mixed-Method Study
Examines factors related to cervical cancer screening methods in an underserved, rural population in Michigan. Utilizes mixed methods to analyze demographics, barriers, and perspectives related to self-sampling screenings.
Author(s): Timothy C Guetterman, Alexandra Vinson, Matthew Stack, et al.
Citation: Cancer Causes Control, 36(12), 2023-2037
Date: 10/2025
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Examines factors related to cervical cancer screening methods in an underserved, rural population in Michigan. Utilizes mixed methods to analyze demographics, barriers, and perspectives related to self-sampling screenings.
Author(s): Timothy C Guetterman, Alexandra Vinson, Matthew Stack, et al.
Citation: Cancer Causes Control, 36(12), 2023-2037
Date: 10/2025
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Assessing Measurement Invariance in Neighborhood Socioeconomic Environment Across Levels of Urbanicity
Examines neighborhood socioeconomic status (NSES) variables by census tract and their relationship to public health. Provides data on poverty, use of public assistance, employment characteristics, transportation insecurity, education, and more, by higher density urban, lower density urban, suburban/small town, and rural location.
Author(s): S. S. A. De Silva, Melissa A. Meeker, Tara P. McAlexander, et al.
Citation: Journal of Urban Health, 102, 1094-1103
Date: 10/2025
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Examines neighborhood socioeconomic status (NSES) variables by census tract and their relationship to public health. Provides data on poverty, use of public assistance, employment characteristics, transportation insecurity, education, and more, by higher density urban, lower density urban, suburban/small town, and rural location.
Author(s): S. S. A. De Silva, Melissa A. Meeker, Tara P. McAlexander, et al.
Citation: Journal of Urban Health, 102, 1094-1103
Date: 10/2025
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Housing Production in Rural America: Where Have We Been, and Where Are We Now?
Provides information on rural housing supply from 2013 to 2023. Includes data on houses built and houses lost as well as a U.S. map showing housing change in rural counties.
Author(s): Keith Wiley, Lance George
Date: 10/2025
Sponsoring organization: Housing Assistance Council
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Provides information on rural housing supply from 2013 to 2023. Includes data on houses built and houses lost as well as a U.S. map showing housing change in rural counties.
Author(s): Keith Wiley, Lance George
Date: 10/2025
Sponsoring organization: Housing Assistance Council
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Benzodiazepine Use Among Older Adults: Any Use and Concurrent Use With Opioids
Statistical brief examining rates of prescription benzodiazepine use by demographic group, insurance type, and health status, using 2021-2022 Medical Expenditure Panel Survey Household Component (MEPS-HC) data. See Figure 6 for metro-nonmetro comparison data on benzodiazepine use and concurrent benzodiazepine-opioid use.
Author(s): Salam Abdus, G. Edward Miller
Date: 10/2025
Sponsoring organization: Agency for Healthcare Research and Quality
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Statistical brief examining rates of prescription benzodiazepine use by demographic group, insurance type, and health status, using 2021-2022 Medical Expenditure Panel Survey Household Component (MEPS-HC) data. See Figure 6 for metro-nonmetro comparison data on benzodiazepine use and concurrent benzodiazepine-opioid use.
Author(s): Salam Abdus, G. Edward Miller
Date: 10/2025
Sponsoring organization: Agency for Healthcare Research and Quality
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Cardiovascular Disease Burden in Arizona - 2022
Reports on cardiovascular disease (CVD) morbidity, mortality, and characteristics in Arizona, utilizing 2022 Arizona Behavioral Risk Factor Surveillance System (BRFSS) data. Includes demographic data breakdowns, including rural versus urban comparisons.
Author(s): Amanda Swanson
Date: 10/2025
Sponsoring organization: Arizona Department of Health Services
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Reports on cardiovascular disease (CVD) morbidity, mortality, and characteristics in Arizona, utilizing 2022 Arizona Behavioral Risk Factor Surveillance System (BRFSS) data. Includes demographic data breakdowns, including rural versus urban comparisons.
Author(s): Amanda Swanson
Date: 10/2025
Sponsoring organization: Arizona Department of Health Services
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