ArticleJournal of the National Cancer Institute2023
Association of rurality, socioeconomic status, and race with pancreatic cancer surgical treatment and survival.
Article in Journal of the National Cancer Institute, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
17 citing papers in PubMed, 17 citations in OpenAlex.
- The projected rise of pancreatic cancer mortality in Italy: forecasts until 2035.Updates in surgery · 2026Article
- Disparities in cancer survival by socioeconomic status: findings from a population-based study of 942 241 Australians from 1980 to 2019.Journal of the National Cancer Institute · 2026Article
- Outcomes of Total Pancreatectomy Versus Pancreaticoduodenectomy for Surgical Management of Pancreatic Ductal Adenocarcinoma.Journal of surgical oncology · 2026Article
- A mixed-methods approach for understanding cancer center catchment area needs: An example of rural cancer disparities, needs, and resiliencies.Cancer causes & control : CCC · 2026Article
- Factors associated with physical and mental health symptoms in pancreatic adenocarcinoma: a population-based cohort study.Journal of the Canadian Association of Gastroenterology · 2026Article
- Neighborhood-level socioeconomic disadvantage and pancreatic cancer among veterans.JNCI cancer spectrum · 2026Article
- Reducing Complications in Pancreaticoduodenectomy.Cancers · 2026Review
- Association of rurality status with all-cause and cancer-specific survival: a systematic review and meta-analysis adjusting for clinical factors, demographics, and geographical remoteness.The Lancet regional health. Western Pacific · 2026Review
- Trends in pancreatic cancer mortality among US adults, 1999-2023.BMC gastroenterology · 2025Article
- Travel burden and bypassing closest site for surgical cancer treatment for urban and rural oncology patients.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025Article
- The exposome as a target for primary prevention and a tool for early detection of pancreatic cancer.Best practice & research. Clinical gastroenterology · 2025Review
- Pancreatic cancer mortality trends in the United States: how much have we moved the needle?Journal of gastrointestinal oncology · 2024Article
- Same People, Different Results: Categorizing Cancer Registry Cases Across the Rural-Urban Continuum.WMJ : official publication of the State Medical Society of Wisconsin · 2024Article
- Sources of perceived social support and cognitive function among older adults: a longitudinal study in rural China.Frontiers in aging neuroscience · 2024Article
- Review
- Factors Associated With Pancreatectomy Among Australians With Pancreatic Cancer: A Population-Based Study.ANZ journal of surgeryArticle
- Racial and Ethnic Disparities in Cancer Occurrence and Outcomes in Rural United States: A Scoping Review.Cancer control : journal of the Moffitt Cancer CenterArticle
Corrections and comments
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Authors and funding
9 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundPancreatectomy is a necessary component of curative intent therapy for pancreatic cancer, and patients living in nonmetropolitan areas may face barriers to accessing timely surgical care. We evaluated the intersecting associations of rurality, socioeconomic status (SES), and race on treatment and outcomes of Medicare beneficiaries with pancreatic cancer.
methodsWe conducted a retrospective cohort study, using fee-for-service Medicare claims of beneficiaries with incident pancreatic cancer (2016-2018). We categorized beneficiary place of residence as metropolitan, micropolitan, or rural. Measures of SES were Medicare-Medicaid dual eligibility and the Area Deprivation Index. Primary study outcomes were receipt of pancreatectomy and 1-year mortality. Exposure-outcome associations were assessed with competing risks and logistic regression.
resultsWe identified 45 915 beneficiaries with pancreatic cancer, including 78.4%, 10.9%, and 10.7% residing in metropolitan, micropolitan, and rural areas, respectively. In analyses adjusted for age, sex, comorbidity, and metastasis, residents of micropolitan and rural areas were less likely to undergo pancreatectomy (adjusted subdistribution hazard ratio = 0.88 for rural, 95% confidence interval [CI] = 0.81 to 0.95) and had higher 1-year mortality (adjusted odds ratio = 1.25 for rural, 95% CI = 1.17 to 1.33) compared with metropolitan residents. Adjustment for measures of SES attenuated the association of nonmetropolitan residence with mortality, and there was no statistically significant association of rurality with pancreatectomy after adjustment. Black beneficiaries had lower likelihood of pancreatectomy than White, non-Hispanic beneficiaries (subdistribution hazard ratio = 0.80, 95% CI = 0.72 to 0.89, adjusted for SES). One-year mortality in metropolitan areas was higher for Black beneficiaries (adjusted odds ratio = 1.15, 95% CI = 1.05 to 1.26).
conclusionsRurality, socioeconomic deprivation, and race have complex interrelationships and are associated with disparities in pancreatic cancer treatment and outcomes.
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