ArticleBMC health services research2022
Long drives and red tape: mapping rural veteran access to primary care using causal-loop diagramming.
Article in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Recruiting US veterans with chronic low back pain in a multisite randomized pragmatic trial.Trials · 2026Trial
- Prevalence and Correlates of Social Risks and Receipt of Resources Among Rural and Urban Veterans.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026Article
- What makes patient navigation work? Identifying functions and forms and conducting causal loop diagramming to specify components of a successful colorectal cancer patient navigation program.Implementation science communications · 2026Article
- "They Make It So Hard on You": How Rurality Shapes Veterans' Health Experiences When Managing Gulf War Illness.Journal of general internal medicine · 2025Article
- Barriers and Facilitators to Cross-Institutional Referrals: System Configuration Analysis of VA Staff Experiences.Journal of general internal medicine · 2025Article
- Documenting adaptations across the Accelerating Colorectal Cancer Screening and follow-up through Implementation Science research programs: methods and adaptation examples.Frontiers in health services · 2025Article
- Goal alignment and unintended consequences of accountable care: How the structure of Oregon's Medicaid coordinated care model shapes health plan-clinic partnerships.Journal of clinical and translational science · 2025Article
- "It's Like Finding Your Way Through the Labyrinth": a Qualitative Study of Veterans' Experiences Accessing Healthcare.Journal of general internal medicine · 2024Article
- Jumping Through Hoops: Community Care Clinician and Staff Experiences Providing Primary Care to Rural Veterans.Journal of general internal medicine · 2023Article
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundRural veterans experience more challenges than their urban peers in accessing primary care services, which can negatively impact their health and wellbeing. The factors driving this disparity are complex and involve patient, clinic, health system, community and policy influences. Federal policies over the last decade have relaxed requirements for some veterans to receive primary care services from community providers through their VA benefits, known as community care.
methodsWe used a participatory systems mapping approach involving causal-loop diagramming to identify interrelationships between variables underlying challenges to veteran access to primary care and potential opportunities for change-known as leverage points in systems science. Our methods involved a secondary analysis of semi-structured qualitative interviews with rural veterans, VA staff, non-VA clinic staff and providers who serve rural veterans, and veteran service officers (VSOs) in the Northwest region of the US, followed by a two-part participatory modeling session with a study advisory board. We then applied Meadows's leverage point framework to identify and categorize potential interventions to improve rural veteran access to primary care.
resultsThe final model illustrated challenges at the veteran, clinic, and system levels as experienced by stakeholders. Main components of the diagram pertained to the choice of VA or non-VA primary care, veteran satisfaction with the VA, enrollment in VA benefits and other insurance, community care authorization, reimbursement of non-VA care, referrals to specialty care, record sharing and communication between VA and non-VA providers, institutional stability of the VA, and staffing challenges. Fourteen interventions, including administrative and communications changes, were identified by analyzing the model using the leverage points framework.
conclusionsOur findings illustrate how challenges rural veterans face accessing health care are interconnected and persist despite recent changes to federal law pertaining to the VA health care system in recent years. Systems mapping and modeling approaches such as causal-loop diagramming have potential for engaging stakeholders and supporting intervention and implementation planning.
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