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RESEARCHING MEDICAL EDUCATION Researching Medical Education is an authoritative guide to excellence in educational research within the healthcare professions presented by the Association for the Study of Medical Education and AMEE. This text provides readers with key foundational knowledge, while introducing a range of theories and how to use them, illustrating a diversity of methods and their use, and giving guidance on practical researcher development. By linking theory, design, and methods across the spectrum of health professions education research, the text supports the improvement of quality, capacity building, and knowledge generation. Researching Medical Education includes contributions from experts and emerging researchers from five continents. The text includes information on: * Developing yourself and your practice as a health professions education researcher * Methods and methodologies including ethnography/digital ethnography, visual methods, critical discourse analysis, functional and corpus linguistics, critical pedagogy, critical race theory and participatory action research, and educational neuroscience methods * Theories including those where relationships between context, environment, people and things matter (e.g., complexity theory, activity theory, sociomateriality, social cognitive theories and participatory practice) and those which are more individually focused (e.g., health behaviour theories, emotions in learning, instructional design, cognitive load theory and deliberate practice) * Includes 10 brand new chapters Researching Medical Education is the ideal resource for anyone researching health professions education, from medical school to postgraduate training to continuing professional development. "This is an extraordinary text that combines theory and practice in medical education research. The authors represent the who's who of medical education research, and their wisdom and insights will help guide novice and experienced researchers alike." --David M. Irby, Professor Emeritus of Medicine, University of California, San Francisco, USA "Research in health professions education is maturing. This is clearly evidenced by the second edition of Researching Medical Education. In 30 chapters this book takes you on an exciting voyage on research theories and research methodologies. This book is a comprehensive resource for anyone engaging in research in health professions education." -- Cees van der Vleuten, former Director of the School of Health Professions Education, Maastricht University, The Netherlands

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Table of Contents

Cover

Title Page

Copyright Page

List of contributors

Foreword

Foreword from ASME

Foreword from AMEE

Preface

Words of Recommendation

PART I: Developing your practice as a health professions education researcher

1 Exploring, measuring or both: considering the differences between qualitative, quantitative and mixed methods research

Philosophical differences

Comparing research design in quantitative, qualitative and mixed methods research

Data collection methods

Data management

Data analysis

Judging the quality of research

Conclusion

Recommended reading

References

2 Theory in health professions education research: the importance of worldview

The purpose of education research

The importance of worldview to study design

Personal assumptions and worldview

The relationship between theory and research

Conclusion

References

3 Constructivism: learning theories and approaches to research

Distinguishing constructivism from positivism: a review of important terminology

Constructivist theories of learning

Constructivist approaches to research

Five research examples of constructivist research traditions

Methods commonly used within constructivist research approaches

The role of the researcher within the constructivist paradigm

Approaches to ensure quality and rigour of research

Important points and common pitfalls

Conclusion

References

4 Widening access to medicine: using mid‐range theory to extend knowledge and understanding

Increasing diversity in medical schools

There is nothing as practical as a good theory

43

Theoretical trends in widening access research

Wave 4: Looking ahead

Conclusion

References

5 Developing the research question: setting the course for your research travels

Why a research question?

The research question under the microscope

The ‘good’ research question

Developing the research question

Refining the research question

Conclusion

Recommended reading

References

6 Researching technology use in health professions education: questions, theories, approaches

What?

Who?

Where, when, how?

Why?

Theorising technology use

Methodologies

Study designs and methods

Conclusion

Recommended reading

References

7 Power analyses: planning, conducting and evaluating education research

Compute and report effect sizes with confidence intervals

Practicalities and pitfalls

Conclusion

References and resources

8 Navigating health professions education research: exploring your researcher identity, research area and community

Why are

you

doing research?

Why are you doing

this

research?

Where

are you doing research?

Interrelated questions and intentional answers

Recommended reading

References

9 How to tell compelling scientific stories: tips for artful use of the research manuscript and presentation genres

Writing up

Presenting your work

Presenting virtually

Communicating science on social media

Conclusion

Recommended reading

References

PART II: Methodologies and methods for health professions education research

10 What is known already: reviewing evidence in health professions education

Introduction

Evidence‐based and best evidence

‘Systematic review’ vs reviews that are ‘systematic’

The methodological pillars of ‘systematic’ reviews in health professions education

Specific review traditions

Conclusion

References

11 Qualitative research methodologies: embracing methodological borrowing, shifting and importing

Methodological borrowing

Qualitative description

Methodological shifting

Grounded theory

Methodological importing

Discourse analysis

Conclusion

Recommended reading

References

12 Attuning to the social world: ethnography in health professions education research

History and context of ethnography

Focused ethnography

Autoethnography

Going online: digital ethnography

Conclusion

Recommended reading

Acknowledgements

References

13 Visual methods in health professions research: purpose, challenges and opportunities

Using visuals in health professions education research

When to use visual methods and why

What do visual methods look like? Epistemological roots and key features

How to use visual methods

Challenges of using visual methods

Conclusion – and new frontiers

Recommended reading

References

14 Critical discourse analysis: questioning what we believe to be ‘true’

What is a discourse

Why is discourse important?

Discourse analysis

Opening the can of worms

Limitations of and alternatives to foucauldian discourse analysis

A return to the curriculum problem

Conclusion

Recommended reading

References

15 Functional and corpus linguistics in health professions education research: the study of language in use

Functional linguistics in health professions education research: making choices to make meaning

Corpus linguistics in HPE research: a pragmatic, accommodating approach to language in use

Conclusion

Recommended reading

References

16 Challenging epistemological hegemonies: researching inequity and discrimination in health professions education

Moving from numbers to words: a plea for theory–praxis linkage

Equity seeking versus sovereignty seeking groups: indigeneity and decolonising health professions education research

Critical pedagogy – researching praxis towards social justice

Critical reflexivity and inclusive anti‐racist research in health professions education

Transformational methodologies for greater social justice in medical education

Conclusion

References

17 Educational neuroscience: current status and future opportunities

Research methods in educational neuroscience

Educational neuroscience in practice

Conclusion

References

PART III: Theory informing health professions education research

18 Sticking with messy realities: how ‘thinking with complexity’ can inform health professions education research

Part I: Introduction and deliberations

Part II: Application

Part III: Considerations

References

19 Getting active: using activity theory to manage change

Philosophical position

Theoretical concepts

Expansive learning

Case study 1: pandemic‐induced change in primary healthcare activity

Getting practical: change laboratory

Case study 2: OSCEs as activity system

Where AT fits with other theories

Strengths and limitations of AT

Conclusion

Recommended reading

References

20 Attuning to materiality: sociomaterial research in health professions education

Why researching matter matters

Examples of research and synthesis of underpinning principles

Sociomaterial theories

Research approaches

Post‐qualitative research

Sociomaterial ethnography

What is the role of interviews?

Document analysis and interview‐adjacent methods

Analytic methods

The role of the researcher in sociomaterial research

Conclusion

Recommended reading

References

21 Social cognitive theory: thinking and learning in social settings

Theoretical foundations of SCT

Situated cognition, distributed cognition, ecological psychology, situated learning and landscapes of practice: theory and principles

Examples of applying SCT in healthcare professions education

Conclusion

References

22 Learning and participatory practices at work: understanding and appraising learning through workplace experiences

Key conceps, definitions and distinctions

Learning through clinical practice

Investigating participatory practices in healthcare

Advances, cautions and limitations

Conclusion

Recommended reading

References

23 Health behaviour theories: a conceptual lens to explore behaviour change

What health behaviour theories offer to HPE research

The origins of health behaviour theories

How HBT has informed HPE research

Theory of reasoned action (TRA), theory of planned behaviour (TPB), integrated behavioural model (IBM) and reasoned action approach (RAA)

Transtheoretical model (TTM)

PRECEDE‐PROCEED model

Theoretical domains framework

Eclectic approaches

Practical and research implications of using HBTs

Conclusion

Recommended reading

References

24 Self‐regulated learning in health profession education: theoretical perspectives and research methods

Defining self‐regulation and self‐regulated learning

Core assumptions and common features of SRL theories

Related concepts in HPE

Two influential SRL perspectives

Methods for studying SRL in HPE

Future directions in SRL theory, research and practice

Conclusion

References

25 Emotions and learning: cognitive theoretical and methodological approaches to studying the influence of emotions on learning

Defining the terms

Conceptual foundations

Theoretical approaches

Mechanisms of action

Inducing and measuring emotions

Recent explorations of, and future directions for, emotion in medical education

Conclusion

References

26 Research on instructional design in the health professions: from taxonomies of learning to whole‐task models

The ADDIE model

The analysis phase

The design and development phases

The implementation and evaluation phases

Conclusion

References

27 Cognitive load theory: researching and planning teaching to maximise learning

Introduction

Cognitive architecture

Cognitive load: the basics

Cognitive load: recent developments

On the measurement of cognitive load

Cognitive load effects

Conclusion

Acknowledgement

References

28 Deliberate practice and mastery learning: origins of expert medical performance

Powerful medical education

Deliberate practice and mastery learning

Deliberate practice

Mastery learning

Medical education examples

The road ahead

Conclusion

Acknowledgement

References

29 Closing comments: building and sustaining capacity

The initial steps

Building a sustainable research programme

Conclusion

References

30 Conclusion

References

Index

End User License Agreement

List of Tables

Chapter 1

Table 1.1 The hypothesis

Table 1.2 Types of quantitative design

Table 1.3 Independent and dependent variables in quantitative research

Table 1.4 Criteria for judging research

Table 1.5 Key characteristics of quantitative, qualitative and mixed method...

Chapter 2

Table 2.1 Summary of three worldviews. Adapted from

7–11

Chapter 3

Table 3.1 Dimensions for comparing five research traditions in qualitative ...

Table 3.2 Four elements of constructivist reflexive research practice (from

Table 3.3 A summary of quality and authenticity criteria in constructivist ...

Chapter 5

Table 5.1 The guises and objectives of research questions: in relation to a ...

Chapter 7

Table 7.1 An example of reporting effect sizes with 95% confidence intervals...

Chapter 10

Table 10.1 Comparing traditional reviews, ‘systematic reviews’and ‘systemati...

Table 10.2 The four major paradigms (see also chapters by MacLeod, Burm and ...

Table 10.3 Types of information which may be reported to describe primary st...

Table 10.4 Quality assessment tools

Table 10.5 When is a scoping review appropriate, or not

Chapter 13

Table 13.1 Data collection process

Table 13.2 Ethical considerations

Chapter 14

Table 14.1 Critical approaches

Table 14.2 Critical discourse analysis process

Table 14.3 Discourse analysis of ‘diabetes care’

Chapter 15

Table 15.1 The systemic functional approach to meaning making

Table 15.2 Health professions education studies and the three metafunctions...

Chapter 17

Table 17.1 Different methods, typical outcome variables and examples of outc...

Chapter 18

Table 18.1 Simple linear, complicated linear and complex problems

Table 18.2 The main features of complex systems, introducing new terms that ...

Table 18.3 Use of ‘bottom line’ complexity concepts

Chapter 23

Table 23.1 Theoretical domains framework, applied to adoption of WBA as beh...

Chapter 24

Table 24.1 Four core features of SRL theories

Table 24.2 Strengths and limitations of four individual methods and one mult...

Chapter 25

Table 25.1 Definitions of affect, mood and emotion

Table 25.2 Commonly used self‐report measures of emotions

Chapter 26

Table 26.1 Cognitive task analysis

Table 26.2 Research on learning tasks: five themes

Chapter 27

Table 27.1 Examples of shock organised by category

Chapter 28

Table 28.1 Twelve features of powerful medical education

List of Illustrations

Chapter 1

Figure 1.1 Word clouds of quantitative and qualitative language.

Chapter 3

Figure 3.1 Constructivist outlooks on learning and development

Chapter 4

Figure 4.1 Bridging role of mid‐range theory in the circle of enquiry

Chapter 5

Figure 5.1 The purpose of distillation is to separate a specific liquid, the...

Figure 5.2 A graphic representation of a conceptual framework affords the re...

Chapter 6

Figure 6.1 A logical flow of designing a study. Taking this approach, you st...

Figure 6.2 Three axioms of using theory in research. Left: Theory and empiri...

Figure 6.3 The METRICS model of domains and purposes of inquiry.

27

/ PD CC BY...

Chapter 7

Figure 7.1 Smallest effect size detectable with 80% power for sample sizes u...

Chapter 9

Figure 9.1 Signalling the journal’s values

Figure 9.2 Literature review as a portrayal of conversational turns

Figure 9.3 Laying out the problem, the gap and the hook

Figure 9.4 Establishing the gap in a well‐studied field

Figure 9.5 Keywords as characters in your story

Figure 9.6 Storytelling during presentations

Chapter 13

Figure 13.1 Superman installation using rich pictures

Figure 13.2 Glegg proposed typology of the purposes of visuals from

21

/SAGE P...

Figure 13.3 Example of a rich picture' On one edge, I've written “the patien...

Figure 13.4 Patient photograph of research articles she brought to her clini...

Figure 13.5 Physician photograph metaphorically (a deer in the snow) illustr...

Chapter 15

Figure 15.1 Worked example of study design from Konopasky and colleagues’

‘I

...

Figure 15.2 Example conversion mixed methods study using corpus linguistics ...

Chapter 16

Figure 16.1 The formal curriculum, the informal curriculum and the hidden cu...

Chapter 19

Figure 19.1 Activity system

Figure 19.2 Interacting activity systems

Chapter 20

Figure 20.1 The materiality of distributed medical education

Figure 20.2 The mannikin – technical, physical and human

Chapter 21

Figure 21.1 The schematisation of the reciprocal interactions among the thre...

Figure 21.2 Individual and identity formation in a community of practice and...

Chapter 23

Figure 23.1 Framework for organising the relationship between factors at var...

Figure 23.2 Health belief model.

Figure 23.3 Theory of planned behaviour. Dashed lines illustrate some additi...

Figure 23.4 Transtheoretical model

Figure 23.5 The PRECEDE model. Adapted from

62,

,

63

,

Figure 23.6 The mechanism factors mediating the relationship between assessm...

Chapter 24

Figure 24.1 A three‐phase, cyclical model of SRL. This model is adapted from...

Chapter 26

Figure 26.1 The ADDIE model

Figure 26.2 Part of a skills hierarchy for performing a nephrostomy (recurre...

Chapter 27

Figure 27.1 The relationship of cognitive load types and working memory reso...

Figure 27.2 The working memory depletion effect and the contribution of affe...

Chapter 28

Figure 28.1 Improvement to mastery level on checklist completion percentage ...

Guide

Cover Page

Title Page

Copyright Page

List of contributors

Foreword

Foreword from ASME

Foreword from AMEE

Preface

Words of Recommendation

Table of Contents

Begin Reading

Index

WILEY END USER LICENSE AGREEMENT

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Researching Medical Education

Second Edition

EDITED BY

Jennifer Cleland

Professor of Medical Education

Lee Kong Chian School of Medicine

Nanyang Technological University

Singapore

Steven J. Durning

Professor of Medicine and Health Professions Education

Uniformed Services University

Bethesda, Maryland, USA

This second edition first published 2023© 2023 The Association for the Study of Medical Education (ASME). Published byJohn Wiley & Sons Ltd.

Edition History© John Wiley & Sons Ltd (1e, 2015)

All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording or otherwise, except as permitted by law. Advice on how to obtain permission to reuse material from this title is available at http://www.wiley.com/go/permissions.

The right of Jennifer Cleland and Steven J. Durning to be identified as the authors of the editorial material in this work has been asserted in accordance with law.

Registered OfficeJohn Wiley & Sons Ltd, The Atrium, Southern Gate, Chichester, West Sussex, PO19 8SQ, UK

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List of contributors

Abigail KonopaskyAssociate ProfessorGeisel School of MedicineDartmouth CollegeHanover, New Hampshire, USA

Adam GavarkovsInstructional DesignerInstitute of Health Policy, Management and EvaluationUniversity of TorontoOntario, Canada

Adam SzulewskiAssociate ProfessorDepartments of Emergency Medicine and PsychologyQueen's University, KingstonOntario, Canada

Alan BleakleyLife Emeritus Professor of Medical EducationUniversity of PlymouthPlymouth, UK

Andrea McKivettLecturerAdelaide Rural Clinical SchoolThe University of AdelaideAdelaide, South Australia, Australia

Anique de BruinProfessorDepartment of Educational Development and ResearchSchool of Health Professions EducationMaastricht UniversityMaastricht, The Netherlands

Anke SambethAssistant ProfessorDepartment of Neuropsychology and PsychopharmacologyMaastricht UniversityMaastricht, The Netherlands

Anna MacLeodProfessor and Director of Education ResearchFaculty of MedicineDalhousie UniversityHalifax, Nova Scotia, Canada

Anthony R. Artino Jr.Professor and Associate Dean for Evaluation and Educational ResearchSchool of Medicine and Health SciencesGeorge Washington UniversityWashington DC, USA

Ayelet KuperAssociate Director, The Wilson Centre, University Health NetworkAssociate Professor, Department of MedicineUniversity of TorontoToronto, Canada

Brett A. DiazResearch Fellow, The Wilson CentrePost‐Doctoral Researcher, Centre for Faculty DevelopmentUniversity of TorontoToronto, Ontario, Canada

Cees van der VleutenProfessorSchool of Health Professions EducationMaastricht UniversityMaastricht, The Netherlands

Champion N. NyoniSenior LecturerSchool of NursingUniversity of the Free StateBloemfontein, South Africa

Christina St‐OngeProfessorDepartment of MedicineCentre for Health Sciences EducationFaculty of Medicine and Health Sciences EducationUniversité de SherbrookeSherbrooke, Quebec, Canada

Christy NobleClinical Learning and Assessment LeadAcademy for Medical EducationFaculty of MedicineThe University of QueenslandHerston, Queensland, Australia

Cynthia WhiteheadDirector, The Wilson Centre, University Health NetworkProfessor, Department of Family and Community MedicineUniversity of TorontoToronto, Canada

Dario TorreProfessor of MedicineDrexel University College of MedicinePhiladelphia, USA

David TaylorProfessor of Medical Education and PhysiologyGulf Medical UniversityAjman, United Arab Emirates

Diana H.J.M. DolmansProfessorSchool of Health Professions EducationMaastricht UniversityMaastricht, The Netherlands

Emily FieldResearch AssociateCentre for Education Research and InnovationSchulich School of Medicine and DentistryWestern University, LondonOntario, Canada

Erik DriessenProfessor of Medical EducationMaastricht UniversityMaastricht, The Netherlands

Francois CilliersProfessorDepartment of Health Sciences EducationUniversity of Cape TownCape Town, South Africa

Fred PaasProfessor of Educational PsychologyInstitute of PsychologyErasmus UniversityRotterdam, The Netherlands

Helen ReidClinical Senior LecturerCentre for Medical EducationQueen’s University BelfastBelfast, Northern Ireland

Janet AlexanianSenior Research AssociateSt. Michael’s HospitalToronto, Ontario, Canada

Janneke M. FrambachAssistant ProfessorSchool of Health Professions Education (SHE)Maastricht UniversityMaastricht, The Netherlands

Jennifer ClelandProfessor and Vice‐Dean of Medical EducationLee Kong Chian School of MedicineNanyang Technological University SingaporeSingapore

Jenny JohnstonClinical ReaderSchool of Medicine, Dentistry and Biomedical SciencesQueen’s University BelfastBelfast, UK

Jeroen J.G. van MerrienboerProfessorSchool of Health Professions EducationMaastricht UniversityMaastricht, The Netherlands

Jimmy FrerejeanAssistant ProfessorSchool of Health Professions EducationMaastricht UniversityMaastricht, The Netherlands

Joanne GoldmanAssistant ProfessorCentre for Quality Improvement and Patient SafetyTemerty Faculty of MedicineUniversity of TorontoToronto, Ontario, Canada

John SwellerProfessor Emeritus of EducationUniversity of New South WalesSydney, New South Wales, Australia

Juanita BezuidenhoutProfessor and former Deputy DirectorCentre for Health Professions EducationStellenbosch UniversityCape Town, South Africa

Karen MannProfessor EmeritusMedical EducationDalhousie UniversityHalifax, Nova Scotia, Canada

Kevin W. EvaDirector and Professor of Educational Research and ScholarshipDepartment of MedicineUniversity of British ColumbiaVancouver, Canada

Kirsty AlexanderLecturer in Medical EducationSchool of MedicineUniversity of DundeeScotland, UK

Kori LaDonnaAssociate ProfessorDepartments of Innovation in Medical EducationFaculty of MedicineUniversity of Ottawa, OttawaOntario, Canada

Lara VarpioProfessorUniversity of PennsylvaniaPhiladelphiaPennsylvania, USA

Larry D. GruppenProfessorDepartment of Learning Health SciencesUniversity of Michigan Medical SchoolAnn Arbor, Michigan, USA

Linda SweetChair of MidwiferyDeakin University and Western HealthVictoria, Australia

Lorelei LingardDirector and ProfessorCentre for Education Research and InnovationSchulich School of Medicine and DentistryWestern University, LondonOntario, Canada

Maeve CoyleResearch AssociateBristol Medical SchoolUniversity of BristolBristol, UK

Marco Antonio de Carvalho FilhoProfessor of Research in Health Profession Education and TrainingUniversity Medical Center GroningenUniversity of GroningenGroningen, The Netherlands

Margaret BearmanProfessorCentre for Research in Assessment and Digital LearningDeakin University, MelbourneVictoria, Australia

Maria Athina Martimianakis (Tina)Professor and Director of Medical Education Scholarship,Department of PaediatricsUniversity of TorontoToronto, Canada

Maria MylopoulosAssistant ProfessorDepartment of PaediatricsUniversity of TorontoToronto, Canada

Meghan McConnellAssociate ProfessorDepartment of Innovation in Medical EducationFaculty of Medicine, University of OttowaOttowa, Canada

Minna HuotilainenProfessorDepartment of EducationUniversity of HelsinkiHelsinki, Finland

Morag PatonCPD Education Research CoordinatorTemerty Faculty of MedicineUniversity of TorontoToronto, Ontario, Canada

Morris GordonProfessorSchool of MedicineUniversity of Central LancashirePreston, UK

Muhammad Zafar IqbalResearch ScientistAltus AssessmentsToronto, Ontario, Canada

Pim W. TeunissenProfessorSchool of Health Professions EducationMaastricht UniversityMaastricht, The Netherlands

Rachel H. EllawayProfessor, Department of Community Health SciencesDirector, Office of Health and Medical Education ScholarshipCumming School of MedicineUniversity of CalgaryCalgary, Alberta, Canada

R. Brent StansfieldDirector of Education (Graduate Medical Education)Wayne State University School of MedicineMichigan, USA

René WongResearch FellowDepartment of Medicine & The Wilson CentreTemerty Faculty of MedicineUniversity of TorontoToronto, Ontario, CanadaRhoda Meyer Centre for Health Professions EducationStellenbosch UniversitySouth Africa

Rola AjjawiAssociate ProfessorCentre for Research in Assessment and Digital LearningDeakin University, MelbourneVictoria, Australia

Ryan BrydgesAssistant ProfessorDepartment of MedicineUniversity of TorontoToronto, Ontario, Canada

Saleem RazackProfessor of Pediatrics and Health Sciences EducationMcGill UniversityMontréal, Quebec, Canada

Sandra NicholsonProfessor and DeanThe Three Counties Medical SchoolUniversity of WorchesterWorchester, UK

Sarah BurmAssistant ProfessorFaculty of MedicineDalhousie UniversityHalifax, Nova Scotia, Canada

Sayra CristanchoAssociate ProfessorCentre for Education Research and InnovationSchulich School of Medicine and DentistryWestern University, LondonOntario, Canada

Simon KittoProfessorDepartment of Innovation in Medical Education (DIME)Faculty of MedicineUniversity of Ottawa, OttawaOntario, Canada

Stephen BillettProfessor of Adult and Vocational EducationSchool of Education and Professional StudiesGriffith UniversityBrisbane, Queensland, Australia

Steven J. DurningProfessor of MedicineUniformed Services UniversityBethesda, Maryland, USA

Susan C. van SchalkwykProfessor and DirectorCentre for Health Professions EducationStellenbosch UniversityCape Town, South Africa

Tamara van GogProfessor of Educational PsychologyErasmus UniversityRotterdam, The Netherlands

Theresa KristopaitisAssociate ProfessorDepartments of Internal Medicine and PathologyStritch School of MedicineLoyola University ChicagoMaywood, IL, USA

Thirusha NaiduAssociate ProfessorSchool of Nursing and Public HealthUniversity of KwaZulu‐NatalKwaZulu‐Natal, South Africa

Trevor GibbsProfessor and Past PresidentAssociation for Medical Education in Europe (AMEE)Dundee, UK

Wendy McMillanAssociate Professor in Dental EducationUniversity of Western CapeCape Town, South Africa

William C. McGaghieProfessor of Medical EducationDepartment of Medical EducationFeinberg School of MedicineNorthwestern UniversityChicago, IL, USA

Foreword

The publication of the second edition of Researching Medical Education is welcome evidence that the field of health professions education research is thriving and maturing. It requires only a rapid survey of topics in the book to see the evolution – more diverse theoretical perspectives, a closer alignment of theory and methodology and increasing synergies with cognate disciplines that are themselves advancing. Social sciences such as sociology, anthropology and communication studies are refining constructivist and critical perspectives, while the sciences of measurement and experimental method are evolving post‐positivist approaches for a changing world. The authors of the chapters in this book are alive to these larger developments.

There could be no more urgent time to consider and debate questions of the value of research. Since the publication of the last edition, much has changed in the world. A global pandemic, a climate emergency, conflict on a scale not seen since the early twentieth century, and the rise of leaders who profit from discrediting science confront us. Questions about what is true, what is evidence and who has authority to claim either are more pointed now than at any time in my life. Today, it is insufficient to make a claim about anything, no matter how rigorously researched, without providing information about the worldview, theoretical perspective and methodology of the claimant. This puts tremendous pressure on researchers to articulate and effectively communicate what they understand to be ‘evidence’. And I write, ‘research teams’ deliberately, because it is more apparent than ever that knowledge advances through the work of teams and scholarly communities, not individuals working alone, no matter how brilliant.

The editors of this book state a desire to draw in a ‘wider circle’ of those active in health professions education research. This is a notable goal in an era when too few voices are given disproportionate opportunity to promulgate their views, including about scientific discovery, insight or truth. Research in the health professions will only realise its full potential when those caring for patients and families (and those educating them) in all parts of the world, regardless of language, culture or model of healthcare, participate in research. This book takes the field very much further in that direction.

As with the first edition, Cleland and Durning’s book is an indispensable resource for those new to the field of health professions education research but also those who have deep expertise. The book illustrates in equal measure the journey that our field has taken and the challenges that continue to lie ahead. Researching Medical Education owes its existence to The Association for the Study of Medical Education (ASME) which, through its journals and conferences, is an important voice for high‐quality research in health professions education.

I recommend trying to approach this book with ‘cognitive flexibility’, that challenging frame of holding multiple perspectives in mind at the same time. It is not easy, as F. Scott Fitzgerald noted, to do so and still ‘retain the ability to function’. Yet it seems to me that in recognising that more and different lenses increase our understanding of the world, health professions researchers, teachers and students but also patients and communities benefit most. By contrast, clinging with narrow‐minded devotion to one theorist or one method is more likely to lead to impoverished understanding and the balkanisation of knowledge. Theorist Donna Harraway wrote that each of us can only ever aspire to a ‘partial perspective’ on the world. This book provides a blueprint to retain openness, to locate where each of our worldviews and expertise fit, and to help each of us to being something of importance to our exciting and evolving field.

Brian D. Hodges, Toronto

Foreword from ASME

I am delighted that this new version of Researching Medical Education (RME) was commissioned. The original genesis for the book, bringing together world experts in the field of health professions education to inform and educate in a wide range of relevant research theories and approaches, has been brought up to date with refreshed chapters alongside new ones. This reflects the rapidly changing and expanding world that is health professions education today.

The editors have once again produced a stimulating and inspiring book. The sections, ‘Developing your practice’, ‘Methodologies’ and ‘Theory’ are the three academic themes. These are complemented and reinforced by the individual chapters which provide the knowledge for the many scholarly topics which are important to consider at any stage of research. This book will provide a resource which any health professions education researcher will need to push the boundaries of research and extend knowledge in the field.

Researching Medical Education, alongside it’s sister publication Understanding Medical Education (now in its third edition), exemplifies the ASME vision of Advancing Scholarship in Medical Education. The book showcases essential qualities for research, including collaboration, working across contexts, aiming for excellence, enabling researchers and, importantly, focusing on the future of health professions education. This book should be a ‘must have’ for any healthcare researcher to progress their knowledge and understanding.

Dr Kim Walker

Director of Publications, ASME

Foreword from AMEE

Whilst some may consider that education, training and research are separate entities, there is increasing evidence that they are intrinsically connected; modern methods of education eventually lead to health improvement; research into newer approaches and methods of education and training lead to improved learning.

Introducing research into the undergraduate medical curriculum is becoming standard in many schools. Much of this research is what can be called scientific or clinical research, but students and early researchers are slowly becoming more involved in educational research; intercalated degrees in medical education, student publications in educational journals and graduates concentrating more on education than clinical research are becoming more prevalent. Activities in education move quickly, however, and this second revision of the book has come at a particularly interesting time when newer educational strategies are being put into place as a result of global challenge. AMEE congratulates the many authors who have contributed to this new edition, their contributions will not go unnoticed, and to the editors whose passion for medical education and vision for educational research led to this new edition, which will enhance the importance of the topic immensely.

Trevor Gibbs

President, Association for Medical Education in Europe

Preface

The intent of the first edition of Researching Medical Education (2015) was to provide an authoritative guide to promote excellence in health professions (which includes medicine, nursing, dentistry and other fields) education research. We believe we were successful in doing so. Researching Medical Education was adopted as a core text by many Masters and Doctoral programmes, and had clear international appeal as represented by healthy sales throughout Europe, North America, Africa, Asia and Australasia. It is clear that Researching Medical Education (2015) ‘hit the spot’ and is highly valued.

We are delighted to have received feedback over the years about what learners and colleagues would like to see more of in the next edition. With this in mind, our aim for the second edition of Researching Medical Education was to have a balance of established and new areas of research and ideas, increasingly popular theories and methodologies, and draw in more people who are active in the field of health professions education research. We had to make some hard decisions. Three chapters from the original edition are not present in the second edition, because their focus was no longer highly topical or because the topic is well covered in other books, particularly Understanding Medical Education. An additional eight chapters provide more content and a broader representation of authors.

Although seven years have passed since the original publication, our position remains the same: rigorous and original educational research in the health professions is critical to the future of health professions education and hence, ultimately, patient care. By encouraging thinking, discovery, evaluation, innovation, teaching, learning and improvement via research, the gaps between best practice and what actually happens in medical (and other health professions) education can be addressed. In this way, knowledge can inform and advance education and practice, while education and practice can, in turn, inform and advance future research. Our objectives in this second edition of Researching Medical Education are thus to provide readers with the basic building blocks of research, introduce a range of theories and how to use a theory to underpin research, provide examples and illustrations of a diversity of methods and their use, and give guidance on developing your practice as a researcher. By linking theory and design and methods across the context of health professions education research, this book supports the improvement of quality, capacity building and knowledge generation within our field.

Researching Medical Education is written for health professions education, firmly embedded within health professions education and illustrated throughout with examples from health professions education (HPE). Reflecting our own backgrounds and the relationship of this book with the very successful Understanding Medical Education, most examples are drawn from medical education. However, the aims and objectives of the book, and its key messages, are generalisable across any healthcare profession, or indeed any other profession where learning knowledge, skills and attitudes are central to professional development.

As per the original book, this edition of Researching Medical Education provides a guide for Masters and PhD students in health professions education and their supervisors, those who are new to the field, those who are generally inexperienced in research, those who are new to the field of educational research but have prior research experience in the clinical or biomedical domains, and experienced researchers seeking to explore new ways of thinking and working. To achieve this, our authors are a blend of clinicians and PhD researchers in health professions education, representing a range of disciplines and backgrounds. Many are well established and later in their careers. However, we also welcomed contributions from mid‐career and emerging researchers. Their contributions provide a blueprint of how to pose and address research questions, illustrated by practical examples. International examples help ensure that the messages in this textbook are relevant to all health profession educators even though the structures, systems and processes of healthcare delivery and education vary across countries.

Researching Medical Education (Edition 2) is presented in three sections.

The first is labelled ‘Developing your practice as a health professions education researcher’. This section systematically introduces the initial steps in the research process. It starts with a broad overview of the two main research philosophies relevant to the educational research in healthcare professions and how these differ in terms of assumptions about the world, about how science should be conducted and about what constitutes legitimate problems, solutions and criteria from Cleland. McMillan then considers the influence of the individual researcher’s preferences or ‘worldview’ on the research process, and introduces and explains the critical concepts of ontology, epistemology and reflexivity in research. Macleod, Burm and Mann then introduce a ‘grand theory’ (a very general theory that provides a framework for the nature and goals of a discipline), that of social constructivism. They promote alignment of worldview, theoretical frameworks and research approaches (methods) in relation to constructivism and its philosophical underpinnings. The use of theory is picked up further by Nicholson and colleagues, whose focus on widening access to medicine (increasing the diversity of medical students) provides a framework to examine the use of mid‐range theory, theory which acts as a bridge between grand theory and empirical findings. They provide a story of how a field of research evolves from atheoretical evaluation to the use of robust methodologies and mid‐range theory, thus building knowledge.

Bezuidenhout and colleagues describe how to move from an idea or a problem to formulating a research question, using the analogy of distillation and concrete worked examples to illustrate the steps in this process. Following on from this, Ellaway invites you to consider asking better questions about technology use in health professions education, linking this to the use and variety of theory, methodologies, study designs and methods that can be used to frame both subjects and approaches to inquiry.

We then shift to considering a fundamental of quantitative research studies. Stansfield and Gruppen discuss how to conduct a power analysis to help ensure your quantitative study has an adequate number of participants to find effects such as the impact of an intervention, an educational outcome or the relationship between variables.

We finish this part of the book with two chapters which focus on developing yourself as a researcher. Frambach and colleagues invite you to be intentional about your researcher identity, your topic area and your research community. Driessen and Lingard focus on dissemination, taking a rhetorical approach to get writers and speakers thinking about how to tell a compelling story from their research work.

The second part of Researching Medical Education is labelled ‘Methodologies and methods for health professions education research’. Methodologies, study design and methods are present in just about all chapters, but this part of the book focused on introducing key approaches to help you plan your study. This is where most of the new book content can be found. Morris focuses on identifying, then critically examining, the quality, methodological and/or theoretical contribution of the existing literature on a particular topic, then explains the different purposes and approaches to producing a literature review. Varpio, Martimianakis and Mylopoulos focus on the necessity of acknowledging the differences within qualitative methodologies that make a difference, because these variations enable carefully directed research.

Kitto, Alexanian and Goldman then introduce the building blocks of ethnographic research and focus on three contemporary types – focused ethnography, autoethnography and digital ethnography – to illustrate how ethnography can reveal the social and cultural organisation of everyday education practices. Following from this, Cristancho, LaDonna and Field offer an overview of the purposes, features and uses of visual methods in health professions education research. They offer insights into how to think about visuals, why education researchers might wish to incorporate visuals in their research, when to use them and why and what challenges and opportunities visual researchers might encounter.

We then look at language and what is communicated in texts. Paton and colleagues describe the utility of critical discourse analysis (CDA) as a method to rigorously examine, and potentially navigate, complex challenges in healthcare and education. Konopasky and Diaz discuss two approaches to linguistics that HPE researchers can use to make sense of the educational contexts they study: functional and corpus linguistics. Both chapters offer definitions, describe the method(s), provide examples and illustrate the utility of these approaches in opening up dimensions in data which may not otherwise be seen.

Razack, McKivett and de Carvalho Filho provide frameworks such as critical pedagogy, critical race theory and participatory action research (PAR) through which research questions related to equity in HPE can be done rigorously and with attention to the researchers’ own social positioning as the research is conducted.

Finally in this section, Sambeth and colleagues introduce the multi‐ and interdisciplinary research field of educational neuroscience which aims to learn more about the brain’s role in processes that are relevant for education. They introduce a number of methods that are common in educational neuroscience and give examples are given how these may be applied in health professions education.

The third and final part of Researching Medical Education is labelled ‘Theory informing health professions education research’. As introduced earlier in the book, a good theory (one which is internally consistent and coherent) should describe, explain, enable explanations (not just the what, but the why and the how) and yield testable hypotheses or research questions. The use of theory should generate new routes for research – routes that are conceptually related to and build on prior research. This section introduces a number of specific theories that are intended to guide empirical inquiry, action or practice. Each chapter provides additional recommended references to help readers explore topics of interest in more detail. When reading, you will see that different theoretical approaches align more with certain study designs and methodologies: in some chapters, the research studies are predominantly quantitative, to enable the measurement of cause–effect relationships, whereas in others, the methodologies and methods are typically qualitative, reflecting the nature of the phenomena and hence the research questions.

We first focus on theories that emphasise the collective, or social, where relationships between context, environment, people and things matter. Bleakley and Cleland focus on complexity theory as an overarching framework to inform and guide how healthcare professions researchers can meaningfully engage with highly complex contexts, such as clinical teams or educational systems, and where the outcomes of interactions are not always predictable. Ajjawi, Bearman and MacLeod provide an overview of some main ideas shared across different sociomaterial theories and methods, those which foreground materials – bodies, objects, substances, settings, technologies and so on – to examine how they act with and on the human activity and thought. Johnson and Reid then introduce activity theory, a sociocultural perspective, which places a person’s social and cultural surroundings, and history, as central to what they do. We continue with a chapter by Torre and Durning who discuss social cognitive theories, those that consider learning and performance as inherently social and where the uniqueness that each situation brings (in terms of environment, participants, interactions) can often lead to different learning and performance experiences and outcomes. We finish this subsection with Billett, Sweet and Noble who introduce the concept of participatory practices – what opportunities for learning are provided in healthcare workplace settings and how individuals elect to engage in and learn through those practices – for understanding, supporting and developing workplace‐based learning.

We then move on to areas where the dominant theories are those that focus solely on individual‐level beliefs, processes and/or performance. Cilliers, St Onge and van der Vleuten outline a number of different health behaviour theories and illustrate how these can be used as a means of illuminating, explaining and changing behaviour in teaching–learning settings, whether campus‐based or practice‐based. Artino and colleagues introduce theories of self‐regulated learning (SRL), which describe the processes that individuals use to optimise their strategic pursuit of personal learning goals. McConnell and Eva provide an understanding of the role that emotions play in the training, assessment and development of clinicians and, using a cognitive psychology lens, introduce common theoretical constructs and key methodological issues inherent in studying emotion. Frèrejean, Dolmans and van Merrienboer introduce the field of study of instructional design, a field that aims at developing evidence‐informed guidelines and models for the design of instruction, ranging from the design of particular instructional materials, via lessons and courses, to complete curricula. Szulewski and colleagues take this forward by setting out a comprehensive overview of the utility of cognitive load theory for effective instructional design that facilitates learning and problem solving in medical education and practice. McGaghie and Kristopaitis provide a critical‐realist review of the state of knowledge on deliberate practice and clinical skill acquisition, including how clinical skills acquired in the medical education laboratory can transfer to patient care practices and patient outcomes.

These are not the only theories, or ways of applying particular theories, which may be suitable for HPE research. Others are not presented, for no other reason than that no one book can cover everything. Whatever your question and natural inclination towards particular schools of theory, consider different theories and methods carefully. Do not jump too quickly, consciously or not, onto a single option without exploring others. The time spent on reflecting on which theory and methods are appropriate for your purposes early in the research process is time well spent. This is reinforced by two concluding chapters. Taylor and Gibbs explain the importance of planning research in a way that ensures sustainability and long‐term effectiveness, and we (Cleland and Durning) also provide some final thoughts.

We hope that Researching Medical Education stimulates fresh thinking and new ideas for educational research in medical and healthcare professions and encourages you to engage further with the many exciting theories, models, methodologies and analysis approaches introduced here, the use of which will progress our field of study.

Jennifer ClelandSteven J. Durning

Words of Recommendation

This is an extraordinary text that combines theory and practice in medical education research. The authors represent the who’s who of medical education research, and their wisdom and insights will help guide novice and experienced researchers alike.

David M. Irby, Professor Emeritus of Medicine, University of California, San Francisco, USA

Research in health professions education is maturing. This is clearly evidenced by the second edition of Researching Medical Education. In 30 chapters this book takes you on an exciting voyage on research theories and research methodologies. This book is a comprehensive resource for anyone engaging in research in health professions education.

Cees van der Vleuten, former Director of the School of Health Professions Education, Maastricht University, The Netherlands

This book will be hugely beneficial not only for health professions educators across the spectrum but also for social science and health policy researchers of varied backgrounds and interests.

Zubair Amin, Associate Professor, Department of Paediatrics, National University of Singapore

A must‐have for everyone who is curious or serious about how to do rigorous/excellent research in health professions education. A collection of essential ingredients (theories, methodologies, tools, and examples) that help make up the rigor/excellence.

You You, Assistant Professor and Research Acientist, National Center for Health Professions Education Development, Peking University, China

Medical education is in constant need of review and reform to stay relevant to the health care needs of people. “Researching Medical Education” addresses some of the most important aspects of research on Medical Education to inform and improve current practices.

Anna B Pulimood, former Principal of Christian Medical College Vellore, Tamil Nadu, India

PART IDeveloping your practice as a health professions education researcher

1Exploring, measuring or both: considering the differences between qualitative, quantitative and mixed methods research

Jennifer Cleland

I overheard some of the trainees/residents talking about the things that are important to them in terms of career decision making. It struck me that they seemed much more concerned with work–life balance and being near friends and family than had been the case when I trained. After looking at the literature and many discussions, a colleague and I started a programme of work examining the factors that influence medical student and trainee careers decision making in our country. We first carried out some telephone interviews to gather the views of students and trainees (residents). We used this to inform a survey to find out which factors were most important to the majority of trainees. Over time, how training was structured changed and so too did the behaviour of trainees, particularly at the stage of training before choosing a specialty. So we did more qualitative and quantitative studies, including collaborating with colleagues from health economics to develop and use a methodology which allowed us to identify what was most important in trainee (resident) career decision making and if there were differences across learners at different stages of training.

This overview of a 10‐year plus series of studies (e.g.,1–6) highlights some of the differences between quantitative and qualitative research, but also how they can be used in a complementary manner in the same programme of research.

It is easy to assume that the differences between different types of research are solely about how data is collected – the randomised controlled trial (RCT) versus ethnographic fieldwork, the cohort study versus the semi‐structured interview. These are, however, research methods (tools) rather than approaches (methodologies). There are very important consequences of choosing (implicitly or explicitly) a particular methodological stance or position to guide and inform your research practice or an individual study. Quantitative, qualitative and mixed methods approaches make different assumptions about the world,7,8 about how science should be conducted and about what constitutes legitimate problems, solutions and criteria of ‘proof’.9,10

In this chapter, drawing on Bryman11 and Crotty,12 I will talk about these assumptions and their implications for research practice. I will then compare and contrast the three approaches in terms of research design, methods and tools, analysis and interpretation. I will draw on examples from health professions education research to illustrate these points. The content of this chapter is more heavily ‘weighted’ towards quantitative and mixed methods research because qualitative research is well covered in other chapters in this book.

Philosophical differences

Quantitative, qualitative and mixed methods research (MMR) come from different underlying assumptions of what is reality (ontology) and what is knowledge (epistemology) (see also chapters by McMillan, and Macleod, Burm and Mann in this book).

Quantitative research

Quantitative research draws originally from the positivist paradigm. The underlying premise of this paradigm (basic belief systems, or universally accepted models providing the context for understanding and decision making) is that the goal of knowledge is simply to describe the phenomena that we experience, and hence can observe and measure (i.e., objectivity). The researcher and the focus of the research are in this way independent of each other: the researcher has no influence on the research process. In a positivist view of the world, the goal of knowledge is to observe, measure and describe the phenomena experienced because reality is tangible and measurable. Knowledge of anything beyond that (a positivist would hold) is impossible. This might seem a little extreme to us now, and much quantitative research has moved on from purely positivist views to post‐positivism. Post‐positivism does not reject the basic tenets of observation and measurement, but it recognises that all observation is fallible and that all theory is revisable. Post‐positivism is also characterised by an acceptance that the background, knowledge and values of the researcher can influence what is observed.

In post‐positivism, a variety of epistemologies underpin theory and practice in quantitative research.13 One of the most common post‐positivism stances is that of critical realism or criticality. A critical realist believes that there is a reality independent of our thinking about it that science can study, and questions (hence the ‘critical’ label) the infallibility of observation and theory. Moreover, they also believe that researchers can put aside their biases and beliefs to strive for objectivity. The differences between positivism and critical realism are discussed further in the chapter by MacMillan later in this book. For the purposes of the current chapter, however, it is sufficient to know that those working from a (post‐) positivist position believe that the scientific method (i.e., the approaches and procedures of the natural science such as chemistry, biology and physics) is appropriate for the study of social phenomena (e.g., learning).

Qualitative research

The premise of qualitative research is subjectivity.8,11,13 Qualitative research is concerned with how the social world is interpreted, understood, experienced or produced. Reality cannot be measured directly. Instead, reality is relative and multiple, perceived through socially constructed and subjective interpretations. There are many structured approaches to apprehending such realities and the methods and procedures of the natural sciences are not (generally) suitable for doing so (see later). The qualitative tradition is also underpinned by a number of different theories. These give researchers different ‘conceptual lenses’ through which to look at complicated problems and social issues, focusing their attention on different aspects of the data and providing a framework within which to conduct their analysis.14 Many of these are described elsewhere in this book (for example, see chapters by McLeod, Burm and Mann, Nicholson and colleagues, Varpio and colleagues) and see also Reeves et al.15 for a very useful overview.

The philosophical differences between qualitative and quantitative research are reflected in the language associated with each approach (see Figure 1.1).

Figure 1.1 Word clouds of quantitative and qualitative language.

Mixed methods research

Mixed methods research (MMR) is underpinned by pragmatism which – rather than committing to any sort of philosophical stance – ‘is pluralistic and oriented towards “what works” and practice’16 (p. 41). In other words, pragmatism uses multiple methods but the use of the methods should always be guided by research problems.16–18

Taking a pragmatic stance frees the researcher from any philosophical commitments or obligations:18 (s)he can instead use the most suitable design and methodology in terms of what is best suited to the purpose of their investigation.

So what do these differences mean in practice?

Broadly speaking, quantitative research involves hypothesis testing and confirmation whereas qualitative research is concerned with hypothesis generation and understanding (see Table 1.1). MMR is a combination of both (how qualitative and quantitative approaches can be combined is discussed later).

Expanding on this, quantitative research tends to be deductive, seeking to gather validity evidence for an idea or theory by conducting an experiment and analysing the results numerically (see Table 1.1). Theory is often seen as something from which to derive a hypothesis, a tentative explanation that can be tested by further investigation. For example, one hypothesis we might want to test (the null hypothesis) is that there is a relationship between students’ self‐confidence in examination skills and the amount of time they spend on the wards. Hypotheses are often in the form of an if/then statement; for example, if we teach handwashing, then infection rates will reduce. A hypothesis is always provisional as data may emerge that cause us to reject it later on (i.e., the outcome might be to reject the null hypothesis if the data indicates no significant relationship between self‐confidence and time on the wards).

In this way, in quantitative research, the theories determine the problems (the research moves deductively, from theory to the data), which generate the hypotheses, usually about causal connections. On the other hand, the use of theory in qualitative research tends to be inductive; that is, building explanations from the ground up, based on what is discovered (although more deductive qualitative studies are possible). Inductive reasoning begins with specific observations and measures, for detecting patterns and regularities, formulating tentative hypotheses to explore, and, finally, ends by developing some general conclusions or theories.

MMR integrates the philosophical frameworks of both post‐positivism and interpretivism (which assumes that there are multiple realities because meaning is grounded in experience)19 interweaving qualitative and quantitative data in such a way that research questions are meaningfully explained. Creswell and Plano Clark16 described six scenarios or examples of research problems that are best suited for MMR: when one data source is insufficient; further explanation of results is needed; when there is a need to generalise exploratory findings or enhance a study with a second method; where a theoretical perspective dictates the need to collect both quantitative and qualitative data; and, finally, where multiple, sequential research phases are needed achieve the overall research goal. These same purposes have been articulated in other ways by other researchers. For example, Greene, Caracelli and Grahan20 suggest five purposes of using MMR: triangulation, complementarity, development, initiation and expansion.

Comparing research design in quantitative, qualitative and mixed methods research