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A Bayesian analysis of a three-level moderated mediation model with ordinal outcome

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F16%3A10329486" target="_blank" >RIV/00216208:11320/16:10329486 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    A Bayesian analysis of a three-level moderated mediation model with ordinal outcome

  • Original language description

    This study analyzes the impact of nurse stang (patient-to-nurse ratio) and nurse work environment on patient experiences with hospital care and its possible moderation by nurse education. A Bayesian three-level moderated mediation model is fitted to the data collected during a large European nurse workforce survey, the RN4CAST study, whose multi-level structure is taken into account. The measure of nursing care undone behaves as a mediator in this relationship. We treat the ordinal outcome as an observation coming from a latent continuous normal distribution with unknown threshold specification.

  • Czech name

  • Czech description

Classification

  • Type

    O - Miscellaneous

  • CEP classification

    BB - Applied statistics, operational research

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GJ15-04774Y" target="_blank" >GJ15-04774Y: Using copulas for modelling dependency structure of variables in the presence of covariates</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2016

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů