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Referral determinants in Swiss primary care with a special focus on managed care

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  • Ryan Tandjung
  • Seraina Morell
  • Andreas Hanhart
  • Andreas Haefeli
  • Fabio Valeri
  • Thomas Rosemann
  • Oliver Senn

Abstract

Studies have shown large variation of referral probabilities in different countries, and many influencing factors have been described. This variation is most likely explained by different healthcare systems, particularly to which extent primary care physicians (PCPs) act as gatekeepers. In Switzerland no mandatory gatekeeping system exists, however insurance companies offer voluntary managed care plans with reduced insurance premiums. We aimed at investigating the role of managed care plans as a potential referral determinant in a non-gatekeeping healthcare system. We conducted a cross-sectional study with 90 PCPs collecting data on consultations and referrals in 2012/2013. During each consultation up to six reasons for encounters (RFE) were documented. For each RFE PCPs indicated whether a referral was initiated. Determinants for referrals were analyzed by hierarchical logistic regression, taking the potential cluster effect of the PCP into account. To further investigate the independent association of the managed care plan with the referral probability, a hierarchical multivariate logistic regression model was applied, taking into account all available data potentially affecting the referring decision. PCPs collected data on 24’774 patients with 42’890 RFE, of which 2427 led to a referral. 37.5% of patients were insured in managed health care plans. Univariate analysis showed significant higher referral rates of patients with managed care plans (10.7% vs. 8.5%). The difference in referral probability remained significant after controlling for other confounders in the hierarchical multivariate regression model (OR 1.355). Patients in managed care plans were more likely to be referred than patients without such a model. These data contradict the argument that patients in managed care plans have limited healthcare access, but underline the central role of PCPs as coordinator of care.

Suggested Citation

  • Ryan Tandjung & Seraina Morell & Andreas Hanhart & Andreas Haefeli & Fabio Valeri & Thomas Rosemann & Oliver Senn, 2017. "Referral determinants in Swiss primary care with a special focus on managed care," PLOS ONE, Public Library of Science, vol. 12(11), pages 1-10, November.
  • Handle: RePEc:plo:pone00:0186307
    DOI: 10.1371/journal.pone.0186307
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    References listed on IDEAS

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    1. Bachman, Keith H. & K. Freeborn, Donald, 1999. "HMO physicians' use of referrals," Social Science & Medicine, Elsevier, vol. 48(4), pages 547-557, February.
    2. Christopher B. Forrest & Paul A. Nutting & Sarah von Schrader & Charles Rohde & Barbara Starfield, 2006. "Primary Care Physician Specialty Referral Decision Making: Patient, Physician, and Health Care System Determinants," Medical Decision Making, , vol. 26(1), pages 76-85, January.
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    Cited by:

    1. Xiang Jing & Lingzhong Xu & Wenzhe Qin & Jiao Zhang & Lu Lu & Yali Wang & Yu Xia & An’an Jiao & Yaozu Li, 2020. "The Willingness for Downward Referral and Its Influencing Factors: A Cross-Sectional Study among Older Adults in Shandong, China," IJERPH, MDPI, vol. 17(1), pages 1-13, January.
    2. Hesham Ali Behary Aboelkhir & Adel Elomri & Tarek Y. ElMekkawy & Laoucine Kerbache & Mohamed S. Elakkad & Abdulla Al-Ansari & Omar M. Aboumarzouk & Abdelfatteh El Omri, 2022. "A Bibliometric Analysis and Visualization of Decision Support Systems for Healthcare Referral Strategies," IJERPH, MDPI, vol. 19(24), pages 1-27, December.

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