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Enregistrement W4200058286 · doi:10.4300/jgme-d-21-00945.1

Introduction to the JGME Literature Review Series

2021· article· en· W4200058286 sur OpenAlexaff
Anna MacLeod, Robin Parker, Lara Varpio

Notice bibliographique

RevueJournal of Graduate Medical Education · 2021
Typearticle
Langueen
DomaineMedicine
ThématiqueInnovations in Medical Education
Établissements canadiensKellogg's (Canada)Dalhousie University
Organismes subventionnairesnon disponible
Mots-clésTimelineBest practiceComputer scienceAccreditationSnapshot (computer storage)PsychologyEngineering ethicsMedical educationMedicineManagementHistory

Résumé

récupéré en direct d'OpenAlex

Graduate medical education (GME) is a rich and diverse field; our scholarly questions reflect that diversity. Imagine a program director during COVID-19 restrictions who wants to learn more about virtual residency selection practices. Imagine an administrator who feels apprehensive about an upcoming accreditation visit and needs to learn more about best practices. Imagine a surgery resident who is concerned about issues of equity in the operating room and wants to create a more inclusive learning environment.In each of these cases an initial step is to turn to the literature, to learn what has been done and the current thinking on a topic. In other words, it is best to explore the literature when embarking on a new GME project. If you are lucky, you may find a literature review on your topic.A literature review, sometimes referred to as a knowledge synthesis, is an approach to amalgamating results from individual sources such as peer-reviewed original research and grey literature (eg, conference proceedings) to generate a comprehensive description, integration, or conclusion about a specific topic. There are different kinds of literature reviews, each of which has a different purpose underpinning the synthesis, a different procedure for carrying out the synthesis, and a different expected product of the synthesis. Each kind of literature review offers a snapshot of the evidence on a topic from a different perspective. Sometimes that snapshot offers readers the best practices for carrying out a process or procedure. Sometimes it offers a historical timeline of how thinking about a phenomenon has changed over time. It may offer a map of everything that is known about a topic and highlight the literature gaps and opportunities for further research.1Literature reviews are increasingly popular in medical education. Maggio and colleagues2 found that over the past 20 years there has been a 2620% increase in published knowledge syntheses in 14 core medical education journals. The same team identified 21 different types of knowledge syntheses and noted that this diversity of approaches is a recent phenomenon, since 1999.Despite the increasing popularity of medical education review articles, they are often narrowly conceptualized and applied, with less value for readers. We believe these problems are tied, in part, to a lack of clarity regarding the different types of and methods for literature reviews.In this series, we will provide an overview of 8 influential approaches to knowledge synthesis: Systematic Reviews, Realist Reviews, Narrative Reviews, Scoping Reviews, State-of-the-Art, Critical Reviews, Meta-ethnographic Reviews, and Integrative Reviews (Box 1). This is by no means an exhaustive list of the important types of medical education literature reviews. We selected these 8 types because they have a well-established history in the field, or they are emerging as promising approaches.For each literature review, we will provide 2 articles: (1) an overview of the review type with background information on philosophical foundations, purposes, and expected products for readers and researchers (Box 2), and (2) a short article with steps that outline the “nuts and bolts” of this type of review.These pairs of articles are not intended to serve as stand-alone resources, nor as definitive guides for each review type. They are intended to serve as “primers,” to provide a general overview and a list of helpful resources that GME educators can rely on for guidance when reading a review article or starting a knowledge synthesis project.To demonstrate the practical applications of each review type, each article will address a common case, The Case of Dr. Smith (Box 3). Dr. Smith is a program director who is tasked to develop an interprofessional education experience for the residency program. As a first step, Dr. Smith does a literature search and finds a wide variety of contributions. Each article will describe how Dr. Smith might approach synthesizing the diversity of literature and discuss the nuances of the search and management strategies for the 8 different review types.Maggio and colleagues observed that, until recently, many of the reviews published in medical education were systematic reviews.2 This is not surprising: science has focused on the pursuit of “truth.” While systematic reviews and their pursuit of concrete answers have a critical place in medical education, this type of knowledge synthesis is just one of many valuable options. The literature informing GME is diverse. It includes interventional studies' characteristic of the positivist systematic review paradigm, but also includes interpretivist-oriented work, where the goal is to understand how participants actively construct their experiences. Given the diversity of GME, we argue that it is important to harness the full breadth of knowledge syntheses.Literature reviews are the products of specific ways of thinking about the processes of science and of building knowledge. As scholars engage in identifying, categorizing, and analyzing literature, they are aligning their work with a paradigm. Kuhn3 defines a paradigm as “the common beliefs and agreements shared between scientists about how problems should be understood and addressed.” A paradigm is a way of thinking about how to build knowledge, how rigor is achieved and maintained in that way of thinking, and what products are worthy of being generated to disseminate knowledge. Medical education is an inclusive field of inquiry—one that makes room for many different paradigms, which will be considered in each article in this series (see the Table).Each paradigm has an associated set of concepts, practices, and language that signal a particular approach to seeing the world and engaging in knowledge creation.4 Understanding the following 3 important concepts associated with each paradigm can help GME scholars understand how each type of literature review is a product of a specific paradigm.Ontology is concerned with the nature of reality itself, the nature of being. With respect to literature reviews, ontological questions ask: What does this review assume to be “true?” Does this review assume that reality is fixed and unchanging, and therefore measures of that reality are applicable to most, if not all, instances of the phenomenon under study?Epistemology is concerned with the nature of knowledge. With respect to literature reviews, epistemological questions include: How was knowledge acquired? What does a literature review help us to know?Methodology is concerned with the ways in which we develop knowledge. With respect to literature reviews, methodological questions deal with which tools and procedures we use to generate knowledge. Methodology questions ask things like: What is the best approach for conducting a literature review that is aligned with the ways in which I conceive of knowledge and reality?At first pass, these concepts may seem somewhat detached from the everyday world of GME. However, we believe that these concepts—whether explicitly or implicitly acknowledged—are central concerns. They influence the questions we choose to pursue, the studies we include in our syntheses, the ways in which we make sense of the literature, and many others. Our paradigms shape our literature reviews. For instance, a scholar working from a positivist paradigm will review the peer-reviewed literature to systematically identify, assess, and synthesize the best evidence to arrive at a concrete answer to a narrow-scoped question. In contrast, a scholar working from a realist paradigm will explore a diversity of articles to understand what works best for a particular group, in a particular setting.It is important to remember there isn't a “better” or “worse” type of literature review. Instead, different types of literature reviews grow out of different paradigms and aim to generate syntheses that meet different kinds of goals. It also means, for readers, that different measures of rigor are needed to inform your assessment of the quality of each type of literature review. Different does not connote a “better” or “worse” kind of review. Different is simply that—different.Knowledge syntheses (reviews) offer powerful educational perspectives for readers and researchers. Just as every photo can reveal a unique perspective on the photographed subject, each literature review type offers a unique synthesis of the available literature addressing a phenomenon. If you are interested in learning more—to better understand what to expect from a literature review or to prepare to conduct your own review—read this series, written by experts in the field.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,002
score de la tête « metaresearch » (Gemma)0,026
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesMétarecherche, Charge utile insuffisante (le modèle a refusé de juger)
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Commentaire · Signal consensuel: Commentaire
Score de désaccord entre enseignants0,365
Score d'incertitude au seuil1,000

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0020,026
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0000,002
Études des sciences et des technologies0,0000,000
Communication savante0,0000,000
Science ouverte0,0000,000
Intégrité de la recherche0,0000,001
Charge utile insuffisante (le modèle a refusé de juger)0,0010,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,017
Tête enseignante GPT0,356
Écart entre enseignants0,339 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.

Devis d'étudeSans objet
Domainenon disponible
GenreCommentaire

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations4
Publié2021
Routes d'admission1
Résumé présentoui

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