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September 2, 2026Discover Social Science and HealthOpen Access

Understanding patient preferences for private healthcare services among the general Hungarian adult population using discrete choice experiment

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Authors

BKBalázs KertészKBKlára BíróPBPéter Balogh

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Overview

Discrete choice experiment reveals provider distance and cost drive private healthcare selection in adults, indicating practical accessibility outweighs reputation.

Key Points

  • To identify and evaluate the key service attributes that influence patient stated choices for private healthcare services within a mixed public-private healthcare system.
  • Conducted a discrete choice experiment (DCE) preceded by best-worst scaling (BWS) in a quota-representative survey of adults in Hungary (n = 1,014).
  • Assessed five service attributes across eight choice tasks: cost, provider distance, appointment availability, provider reputation, and clinic type, with an opt-out choice to remain in public healthcare.
  • Estimated relative attribute importance and willingness-to-pay using a conditional logit (CL) model specification.
  • Provider distance was the most important attribute influencing private healthcare choice (relative importance: 40.01%), followed by out-of-pocket cost (32.31%).
  • Appointment availability accounted for 19.13% of choice decisions, whereas institutional reputation and provider type exhibited minor influence.

Cite This Study

Kertész et al. (2026) studied this question.

synapsesocial.com/papers/6a97e28dc562ede874ec6a67https://doi.org/10.1007/s44155-026-00482-8
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