Literature DB >> 25854517

On causality and mechanisms in medical education research: an example of path analysis.

Jimmie Leppink1.   

Abstract

Studies in medical education can serve a variety of purposes. Studies that have a predominantly quantitative orientation may focus on estimating relations between variables, on estimating effects of one or more variables on some other variable(s), or on series of causal relations or mechanisms. Which is the focus of a particular study depends on the theoretical framework and research questions of that study. However, theory is of fundamental importance to medical education research, and studies focusing on series of causal relations or mechanisms can contribute greatly to the advancement of medical education research. This paper presents the potential benefits which result from adopting a path analysis perspective on the estimation of causal relations and conceptualization of mechanisms in medical education research.

Entities:  

Year:  2015        PMID: 25854517      PMCID: PMC4404450          DOI: 10.1007/s40037-015-0174-z

Source DB:  PubMed          Journal:  Perspect Med Educ        ISSN: 2212-2761


  9 in total

1.  Estimating and testing mediation and moderation in within-subject designs.

Authors:  C M Judd; D A Kenny; G H McClelland
Journal:  Psychol Methods       Date:  2001-06

Review 2.  How do risk factors work together? Mediators, moderators, and independent, overlapping, and proxy risk factors.

Authors:  H C Kraemer; E Stice; A Kazdin; D Offord; D Kupfer
Journal:  Am J Psychiatry       Date:  2001-06       Impact factor: 18.112

3.  Four Common Pitfalls of Quantitative Analysis in Experimental Research.

Authors:  Jimmie Leppink; Ellen M Kok; Esther M Bergman; Mariëtte H van Loon; Anique B H de Bruin
Journal:  Acad Med       Date:  2016-06       Impact factor: 6.893

4.  When moderation is mediated and mediation is moderated.

Authors:  Dominique Muller; Charles M Judd; Vincent Y Yzerbyt
Journal:  J Pers Soc Psychol       Date:  2005-12

5.  Methods for integrating moderation and mediation: a general analytical framework using moderated path analysis.

Authors:  Jeffrey R Edwards; Lisa Schurer Lambert
Journal:  Psychol Methods       Date:  2007-03

6.  AM last page: avoiding five common pitfalls of experimental research in medical education.

Authors:  Mariëtte H van Loon; Ellen M Kok; Rachelle J A Kamp; Katerina Bohle Carbonell; Jorrick Beckers; Janneke M Frambach; Anique B H de Bruin
Journal:  Acad Med       Date:  2013-10       Impact factor: 6.893

7.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations.

Authors:  R M Baron; D A Kenny
Journal:  J Pers Soc Psychol       Date:  1986-12

8.  Data analysis in medical education research: a multilevel perspective.

Authors:  Jimmie Leppink
Journal:  Perspect Med Educ       Date:  2015-02

9.  Modelling the pre-assessment learning effects of assessment: evidence in the validity chain.

Authors:  Francois J Cilliers; Lambert W T Schuwirth; Cees P M van der Vleuten
Journal:  Med Educ       Date:  2012-11       Impact factor: 6.251

  9 in total
  4 in total

1.  Why Content and Cognition Matter: Integrating Conceptual Knowledge to Support Simulation-Based Procedural Skills Transfer.

Authors:  Jeffrey J H Cheung; Kulamakan M Kulasegaram; Nicole N Woods; Ryan Brydges
Journal:  J Gen Intern Med       Date:  2019-06       Impact factor: 5.128

2.  The evolution of cognitive load theory and its application to medical education.

Authors:  Jimmie Leppink; Angelique van den Heuvel
Journal:  Perspect Med Educ       Date:  2015-06

3.  Revisiting the quantitative-qualitative-mixed methods labels: Research questions, developments, and the need for replication.

Authors:  Jimmie Leppink
Journal:  J Taibah Univ Med Sci       Date:  2017-01-05

4.  Cognitive load theory: Practical implications and an important challenge.

Authors:  Jimmie Leppink
Journal:  J Taibah Univ Med Sci       Date:  2017-06-13
  4 in total

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