Pennsylvania Resources
Diabetes in Pennsylvania: Prevention and Maintenance Programs
Present data and describes government and non-government programs working to help people prevent and manage diabetes in Pennsylvania. Includes information about possible new treatments and summaries of other new research on diabetes including the effects of social determinants of health. Mentions special needs of rural and underserved populations.
Author(s): Allison Kobzowicz, Lydia K. Ring, Wendy L. Baker
Date: 09/2025
Sponsoring organization: Joint State Government Commission, General Assembly of the Commonwealth of Pennsylvania
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Present data and describes government and non-government programs working to help people prevent and manage diabetes in Pennsylvania. Includes information about possible new treatments and summaries of other new research on diabetes including the effects of social determinants of health. Mentions special needs of rural and underserved populations.
Author(s): Allison Kobzowicz, Lydia K. Ring, Wendy L. Baker
Date: 09/2025
Sponsoring organization: Joint State Government Commission, General Assembly of the Commonwealth of Pennsylvania
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A Twenty-Year Review: Revisiting the Drinking Water and Wastewater Infrastructure Funding Needs and Gaps in the Appalachian Region
Provides county, state, and metro versus nonmetro data on water and wastewater infrastructure in the Appalachian region. Discusses funding and collaborative possibilities to improve critical infrastructure in Appalachian communities.
Additional links: Executive Summary
Author(s): Ahmed Rachid El-Khattabi, Christy M. Ihlo, Leigh Anne Krometis, Kara Millonzi
Date: 08/2025
Sponsoring organization: Appalachian Regional Commission
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Provides county, state, and metro versus nonmetro data on water and wastewater infrastructure in the Appalachian region. Discusses funding and collaborative possibilities to improve critical infrastructure in Appalachian communities.
Additional links: Executive Summary
Author(s): Ahmed Rachid El-Khattabi, Christy M. Ihlo, Leigh Anne Krometis, Kara Millonzi
Date: 08/2025
Sponsoring organization: Appalachian Regional Commission
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Natural Hazards, Losses, and Quality of Hazard Mitigation Plans in Rural Pennsylvania
Results of a study identifying and analyzing characteristics of natural hazards and losses in Pennsylvania over time, characteristics of rural and urban hazard mitigation planning, and challenges for county emergency management coordinators. Offers recommendations to address staff shortages faced by emergency management personnel in rural areas. Features statistics including property losses and deaths from hazards in Pennsylvania by year from 2000-2021, with breakdowns by urban and rural areas.
Author(s): Jennifer J. Haney
Date: 07/2025
Sponsoring organization: Center for Rural Pennsylvania
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Results of a study identifying and analyzing characteristics of natural hazards and losses in Pennsylvania over time, characteristics of rural and urban hazard mitigation planning, and challenges for county emergency management coordinators. Offers recommendations to address staff shortages faced by emergency management personnel in rural areas. Features statistics including property losses and deaths from hazards in Pennsylvania by year from 2000-2021, with breakdowns by urban and rural areas.
Author(s): Jennifer J. Haney
Date: 07/2025
Sponsoring organization: Center for Rural Pennsylvania
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Pennsylvania Rural Health Plan, 2025-2030
Highlights healthcare challenges in rural Pennsylvania, acknowledges strengths, and promotes recommendations to address disparities. Features demographics and sections on social determinants of health, agricultural safety and farmworker health, aging, disabilities, homelessness, veterans, Pennsylvania's healthcare delivery system, broadband access, and telehealth.
Date: 07/2025
Sponsoring organization: Pennsylvania Rural Health Association
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Highlights healthcare challenges in rural Pennsylvania, acknowledges strengths, and promotes recommendations to address disparities. Features demographics and sections on social determinants of health, agricultural safety and farmworker health, aging, disabilities, homelessness, veterans, Pennsylvania's healthcare delivery system, broadband access, and telehealth.
Date: 07/2025
Sponsoring organization: Pennsylvania Rural Health Association
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Paula Chatterjee on Rural Hospital Finances Under Pennsylvania's Health Model
A podcast episode that discusses the Pennsylvania Rural Health Model and its impact on rural hospital finances.
Author(s): Rob Lott, Paula Chatterjee
Date: 07/2025
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A podcast episode that discusses the Pennsylvania Rural Health Model and its impact on rural hospital finances.
Author(s): Rob Lott, Paula Chatterjee
Date: 07/2025
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Association of a State-Wide Alternative Payment Model for Rural Hospitals with Bypass for Elective Surgeries
Examines the impact of the payment model, Pennsylvania Rural Health Model (PARHM), on rural hospital bypass for elective surgeries. Utilizes 2016-2022 all-payer visit-level inpatient discharge data to measure 175,138 surgeries in Pennsylvania, with data on risk level of elective surgery, hospital type, payer type, and more.
Author(s): Donald S. Bourne, Zhaojun Sun, Bruce L. Jacobs, et al.
Citation: Health Services Research, 60(3), e14442
Date: 06/2025
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Examines the impact of the payment model, Pennsylvania Rural Health Model (PARHM), on rural hospital bypass for elective surgeries. Utilizes 2016-2022 all-payer visit-level inpatient discharge data to measure 175,138 surgeries in Pennsylvania, with data on risk level of elective surgery, hospital type, payer type, and more.
Author(s): Donald S. Bourne, Zhaojun Sun, Bruce L. Jacobs, et al.
Citation: Health Services Research, 60(3), e14442
Date: 06/2025
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Pharmacy Deserts in Rural Pennsylvania
Describes the landscape of pharmacies and pharmacists in Pennsylvania as of May 2025 and examines the projected impact of Rite Aid pharmacy closures. Features statistics on numbers of pharmacies and pharmacists, with breakdowns by urban and rural areas, and county-level maps showing areas within a 5-mile radius of all pharmacies and all non-Rite Aid pharmacies, with shadings showing urban and rural areas.
Date: 06/2025
Sponsoring organization: Center for Rural Pennsylvania
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Describes the landscape of pharmacies and pharmacists in Pennsylvania as of May 2025 and examines the projected impact of Rite Aid pharmacy closures. Features statistics on numbers of pharmacies and pharmacists, with breakdowns by urban and rural areas, and county-level maps showing areas within a 5-mile radius of all pharmacies and all non-Rite Aid pharmacies, with shadings showing urban and rural areas.
Date: 06/2025
Sponsoring organization: Center for Rural Pennsylvania
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The Appalachian Region: A Data Overview from the 2019-2023 American Community Survey Chartbook
State- and county-level information on population, age, household characteristics, housing occupancy, education, labor force, employment, transportation, income, health insurance coverage, disability, and veteran status, for the 13 Appalachian states. Features statistics with breakdowns by 5 levels of population density. Includes data explorer options for Appalachian categories such as population and age, education, income and poverty, computer and broadband access, rural Appalachia versus rural America, and employment and commuting.
Additional links: Full Report
Author(s): Sara Srygley, Nurfadila Khairunnisa, Diana Elliott
Date: 06/2025
Sponsoring organizations: Appalachian Regional Commission, Population Reference Bureau
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State- and county-level information on population, age, household characteristics, housing occupancy, education, labor force, employment, transportation, income, health insurance coverage, disability, and veteran status, for the 13 Appalachian states. Features statistics with breakdowns by 5 levels of population density. Includes data explorer options for Appalachian categories such as population and age, education, income and poverty, computer and broadband access, rural Appalachia versus rural America, and employment and commuting.
Additional links: Full Report
Author(s): Sara Srygley, Nurfadila Khairunnisa, Diana Elliott
Date: 06/2025
Sponsoring organizations: Appalachian Regional Commission, Population Reference Bureau
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Access to Maternity Care in Pennsylvania: Labor and Delivery Services
Fact sheet providing an overview of access to maternity care in rural Pennsylvania. Features county-level maps showing locations of hospitals with a labor and delivery unit as of 2025, and locations of general acute care hospitals, with shadings showing counties with no labor and delivery unit and those with at least one unit. Includes statistics on numbers of OB/GYNs and certified nurse midwives per 10,000 females of childbearing age, with breakdowns by urban and rural areas.
Date: 05/2025
Sponsoring organization: Center for Rural Pennsylvania
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Fact sheet providing an overview of access to maternity care in rural Pennsylvania. Features county-level maps showing locations of hospitals with a labor and delivery unit as of 2025, and locations of general acute care hospitals, with shadings showing counties with no labor and delivery unit and those with at least one unit. Includes statistics on numbers of OB/GYNs and certified nurse midwives per 10,000 females of childbearing age, with breakdowns by urban and rural areas.
Date: 05/2025
Sponsoring organization: Center for Rural Pennsylvania
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2024 Pennsylvania Farm Fatal Injury Summary
Summarizes data related to farm fatal injuries in Pennsylvania in 2024. Includes statistics on victim demographics, types of injuries, and events leading to fatal injuries, and features a county-level map showing numbers of farm fatalities.
Author(s): Florence Becot
Date: 04/2025
Sponsoring organization: Penn State Extension
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Summarizes data related to farm fatal injuries in Pennsylvania in 2024. Includes statistics on victim demographics, types of injuries, and events leading to fatal injuries, and features a county-level map showing numbers of farm fatalities.
Author(s): Florence Becot
Date: 04/2025
Sponsoring organization: Penn State Extension
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Additional resources are available. See a full list of Pennsylvania Resources.