IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v20y2023i10p5867-d1150426.html
   My bibliography  Save this article

Urban–Rural Disparities in Case Fatality of Community-Acquired Sepsis in Germany: A Retrospective Cohort Study

Author

Listed:
  • Claudia T. Matthaeus-Kraemer

    (Institute of Infectious Diseases and Infection Control, Jena University Hospital, 07743 Jena, Germany
    Center for Sepsis Control and Care, Jena University Hospital, 07747 Jena, Germany
    These authors contributed equally to this work.)

  • Norman Rose

    (Institute of Infectious Diseases and Infection Control, Jena University Hospital, 07743 Jena, Germany
    Center for Sepsis Control and Care, Jena University Hospital, 07747 Jena, Germany
    These authors contributed equally to this work.)

  • Melissa Spoden

    (Wissenschaftliches Institut der Ortskrankenkassen, 10178 Berlin, Germany)

  • Mathias W. Pletz

    (Institute of Infectious Diseases and Infection Control, Jena University Hospital, 07743 Jena, Germany)

  • Konrad Reinhart

    (Department of Anesthesiology and Operative Intensive Care, Charité University Medicine Berlin, 10117 Berlin, Germany)

  • Carolin Fleischmann-Struzek

    (Institute of Infectious Diseases and Infection Control, Jena University Hospital, 07743 Jena, Germany
    Center for Sepsis Control and Care, Jena University Hospital, 07747 Jena, Germany)

Abstract

Background: We aimed to examine urban–rural disparities in sepsis case fatality rates among patients with community-acquired sepsis in Germany. Methods: Retrospective cohort study using de-identified data of the nationwide statutory health insurance AOK, covering approx. 30% of the German population. We compared in-hospital- and 12-month case fatality between rural and urban sepsis patients. We calculated odds ratios (OR) with 95% confidence intervals and the estimated adjusted odds ratio (OR adj ) using logistic regression models to account for potential differences in the distribution of age, comorbidities, and sepsis characteristics between rural and urban citizens. Results: We identified 118,893 hospitalized patients with community-acquired sepsis in 2013–2014 with direct hospital admittance. Sepsis patients from rural areas had lower in-hospital case fatality rates compared to their urban counterparts (23.7% vs. 25.5%, p < 0.001, Odds Ratio (OR) = 0.91 (95% CI 0.88, 0.94), OR adj = 0.89 (95% CI 0.86, 0.92)). Similar differences were observable for 12-month case fatalities (45.8% rural vs. 47.0% urban 12-month case fatality, p < 0.001, OR = 0.95 (95% CI 0.93, 0.98), OR adj = 0.92 (95% CI 0.89, 0.94)). Survival benefits were also observable in rural patients with severe community-acquired sepsis or patients admitted as emergencies. Rural patients of <40 years had half the odds of dying in hospital compared to urban patients in this age bracket (OR adj = 0.49 (95% CI 0.23, 0.75), p = 0.002). Conclusion: Rural residence is associated with short- and long-term survival benefits in patients with community-acquired sepsis. Further research on patient, community, and health-care system factors is needed to understand the causative mechanisms of these disparities.

Suggested Citation

  • Claudia T. Matthaeus-Kraemer & Norman Rose & Melissa Spoden & Mathias W. Pletz & Konrad Reinhart & Carolin Fleischmann-Struzek, 2023. "Urban–Rural Disparities in Case Fatality of Community-Acquired Sepsis in Germany: A Retrospective Cohort Study," IJERPH, MDPI, vol. 20(10), pages 1-12, May.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:10:p:5867-:d:1150426
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/20/10/5867/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/20/10/5867/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Weinhold, Ines & Gurtner, Sebastian, 2014. "Understanding shortages of sufficient health care in rural areas," Health Policy, Elsevier, vol. 118(2), pages 201-214.
    2. World Bank Group, 2021. "Demographic Trends and Urbanization," World Bank Publications - Reports 35469, The World Bank Group.
    3. Eberechukwu Onukwugha & Jason Bergtold & Rahul Jain, 2015. "A Primer on Marginal Effects—Part I: Theory and Formulae," PharmacoEconomics, Springer, vol. 33(1), pages 25-30, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bergtold, Jason S. & Ramsey, Steven M., 2015. "Neural Network Estimators of Binary Choice Processes: Estimation, Marginal Effects and WTP," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205649, Agricultural and Applied Economics Association.
    2. Jason S. Bergtold & Elizabeth A. Yeager & Allen M. Featherstone, 2018. "Inferences from logistic regression models in the presence of small samples, rare events, nonlinearity, and multicollinearity with observational data," Journal of Applied Statistics, Taylor & Francis Journals, vol. 45(3), pages 528-546, February.
    3. Nagesh Shukla & Biswajeet Pradhan & Abhirup Dikshit & Subrata Chakraborty & Abdullah M. Alamri, 2020. "A Review of Models Used for Investigating Barriers to Healthcare Access in Australia," IJERPH, MDPI, vol. 17(11), pages 1-19, June.
    4. Rodney P Jones, 2020. "Would the United States Have Had Too Few Beds for Universal Emergency Care in the Event of a More Widespread Covid-19 Epidemic?," IJERPH, MDPI, vol. 17(14), pages 1-14, July.
    5. Weinhold, Ines & Wende, Danny & Schrey, Christopher & Militzer-Horstmann, Carsta & Schang, Laura & Sundmacher, Leonie, 2022. "Assessing patients’ acceptable and realised distances to determine accessibility standards for the size of catchment areas in outpatient care," Health Policy, Elsevier, vol. 126(11), pages 1180-1186.
    6. Nicodemo, Catia & Orso, Cristina E. & Tealdi, Cristina, 2023. "Overseas GPs and Prescription Behaviour in England," IZA Discussion Papers 15884, Institute of Labor Economics (IZA).
    7. Pedro Gerber Machado & Arnaldo Walter & Michelle Cristina Picoli & Cristina Gerber João, 2017. "Potential impacts on local quality of life due to sugarcane expansion: a case study based on panel data analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(5), pages 2069-2092, October.
    8. Donna L. Schminkey & Xiaoyue Liu & Sandra Annan & Erika Metzler Sawin, 2019. "Contributors to Health Inequities in Rural Latinas of Childbearing Age: An Integrative Review Using an Ecological Framework," SAGE Open, , vol. 9(1), pages 21582440188, January.
    9. Man Li & Renyao Zhong & Shanwen Zhu & Lauren C. Ramsay & Fen Li & Peter C. Coyte, 2018. "Access to Community Living Infrastructure and Its Impact on the Establishment of Community-Based Day Care Centres for Seniors in Rural China," IJERPH, MDPI, vol. 15(6), pages 1-12, June.
    10. Edyta Pilka & W. Wiktor Jedrzejczak & Krzysztof Kochanek & Malgorzata Pastucha & Henryk Skarzynski, 2021. "Assessment of the Hearing Status of School-Age Children from Rural and Urban Areas of Mid-Eastern Poland," IJERPH, MDPI, vol. 18(8), pages 1-11, April.
    11. Takahara, Tsuyoshi, 2022. "Quality competition, location choice, and ownership conversion in the healthcare market," Economic Modelling, Elsevier, vol. 115(C).
    12. Poulin, Laura I.L. & Skinner, Mark W. & Hanlon, Neil, 2020. "Rural gerontological health: Emergent questions for research, policy and practice," Social Science & Medicine, Elsevier, vol. 258(C).
    13. Haylee Fox & Stephanie M. Topp & Daniel Lindsay & Emily Callander, 2021. "Ethnic, socio‐economic and geographic inequities in maternal health service coverage in Australia," International Journal of Health Planning and Management, Wiley Blackwell, vol. 36(6), pages 2182-2198, November.
    14. Liaqat Ali & Salim Khan & Syed Jamal Shah & Aman Ullah & Hina Ashraf & Mushtaq Ahmad & Abida Begum & Heesup Han & Antonio Ariza-Montes & Luis Araya-Castillo & Afed Ullah Khan & Muhammad Anas & Abdul M, 2021. "Road and Transportation Lead to Better Health and Sustainable Destination Development in Host Community: A Case of China Pakistan Economic Corridor (CPEC)," IJERPH, MDPI, vol. 18(23), pages 1-16, December.
    15. Chevillard, Guillaume & Mousquès, Julien & Lucas-Gabrielli, Véronique & Rican, Stéphane, 2019. "Has the diffusion of primary care teams in France improved attraction and retention of general practitioners in rural areas?," Health Policy, Elsevier, vol. 123(5), pages 508-515.
    16. Ajax Persaud & Javid Zare, 2023. "Institutional varieties, governance quality, and firm‐level innovation in emerging economies: Case of India," Growth and Change, Wiley Blackwell, vol. 54(1), pages 234-259, March.
    17. Mengyue Zhang & Janet W. H. Sit & Dorothy Ngo Sheung Chan & Oluwadamilare Akingbade & Carmen W. H. Chan, 2022. "Educational Interventions to Promote Cervical Cancer Screening among Rural Populations: A Systematic Review," IJERPH, MDPI, vol. 19(11), pages 1-18, June.
    18. Feder-Bubis, Paula & Bin-Nun, Gabi & Zarhin, Dana & Sherf, Michael & Heiman-Neuman, Nitza, 2023. "Residents' choice of a placement in periphery hospitals in Israel: The significance of personal/family and professional considerations," Health Policy, Elsevier, vol. 132(C).
    19. Siegel, Martin & Koller, Daniela & Vogt, Verena & Sundmacher, Leonie, 2016. "Developing a composite index of spatial accessibility across different health care sectors: A German example," Health Policy, Elsevier, vol. 120(2), pages 205-212.
    20. Matthew McGrail & Belinda O’Sullivan & Tiana Gurney & Diann Eley & Srinivas Kondalsamy-Chennakesavan, 2021. "Exploring Doctors’ Emerging Commitment to Rural and General Practice Roles over Their Early Career," IJERPH, MDPI, vol. 18(22), pages 1-13, November.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:20:y:2023:i:10:p:5867-:d:1150426. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.