Constructing a Typology of Learner Archetypes: Insights from Health Professionals’ Lived Experiences of Learning Genomics in the Workplace

Abstract Innovations, including genomics, will reshape the healthcare workforce’s practice. Workplace learning, fundamental in healthcare professional education and training, plays an important role in healthcare implementation and workforce preparedness. However, no empirical research has explored genomic workplace learning experiences. To address this gap, we explored doctors’ lived experiences and attitudes toward learning genomics in the workplace. Doctors working in hospitals in Victoria, Australia with access to clinical genetics were invited to participate in this longitudinal phenomenological study. After confirming eligibility, ten doctors representing a range of specialties, career stages, workplaces, and genomic experiences completed longitudinal semi-structured interviews and submitted monthly reflective narratives on genomic workplace learning experiences. Participant datasets were collected over five to thirteen months. We applied narrative analysis to construct a learner'archetype' from each participant’s dataset. Deductive content analysis was then conducted to sort and synthesize the archetypes into a typology. Each participant reported unique genomic workplace learning experiences, primarily shaped by their work context. From each participant's dataset, we constructed ten meta-stories and ‘Archetypes’, capturing the essence of their lived experience. We then synthesized the Archetypes into four learner attitude groups, constructing the Typology of Genomic Learner Archetypes. Work contexts shape genomic workplace learning experiences and attitudes. This is the first empirical research demonstrating the utility of workplace learning as a pragmatic theory for innovation implementation. Constructed from lived experience data, the Genomic Learner Archetypes and Typology can inform and ensure interventions and supports are appropriately tailored to holistically address the workforce’s learning and work needs.

Authors

Institutions

Publication Details

Journal
Vocations and Learning
Published
2025-06-18
DOI
https://doi.org/10.1007/s12186-025-09374-5
Citations
2
Primary Topic
Biomedical and Engineering Education
Type
article
Field-Weighted Citation Impact
1.35

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Constructing a Typology of Learner Archetypes: Insights from Health Professionals’ Lived Experiences of Learning Genomics in the Workplace

Louise Anne Keogh, Alice Kim, Amy E. Nisselle, Jennifer Newton
2 citations
Vocations and Learning
Biomedical and Engineering Education
1.35
article

Constructing a Typology of Learner Archetypes: Insights from Health Professionals’ Lived Experiences of Learning Genomics in the Workplace

Louise Anne Keogh, Alice Kim, Amy E. Nisselle, Jennifer Newton
article en
2 citations

Abstract

Abstract Innovations, including genomics, will reshape the healthcare workforce’s practice. Workplace learning, fundamental in healthcare professional education and training, plays an important role in healthcare implementation and workforce preparedness. However, no empirical research has explored genomic workplace learning experiences. To address this gap, we explored doctors’ lived experiences and attitudes toward learning genomics in the workplace. Doctors working in hospitals in Victoria, Australia with access to clinical genetics were invited to participate in this longitudinal phenomenological study. After confirming eligibility, ten doctors representing a range of specialties, career stages, workplaces, and genomic experiences completed longitudinal semi-structured interviews and submitted monthly reflective narratives on genomic workplace learning experiences. Participant datasets were collected over five to thirteen months. We applied narrative analysis to construct a learner'archetype' from each participant’s dataset. Deductive content analysis was then conducted to sort and synthesize the archetypes into a typology. Each participant reported unique genomic workplace learning experiences, primarily shaped by their work context. From each participant's dataset, we constructed ten meta-stories and ‘Archetypes’, capturing the essence of their lived experience. We then synthesized the Archetypes into four learner attitude groups, constructing the Typology of Genomic Learner Archetypes. Work contexts shape genomic workplace learning experiences and attitudes. This is the first empirical research demonstrating the utility of workplace learning as a pragmatic theory for innovation implementation. Constructed from lived experience data, the Genomic Learner Archetypes and Typology can inform and ensure interventions and supports are appropriately tailored to holistically address the workforce’s learning and work needs.

Vocations and LearningVol. 18(1)
The University of Melbourne (AU), University of Canberra (AU), Murdoch Children's Research Institute (AU)
Australian Government, University of Melbourne
Industry, innovation and infrastructure
Openalex Percentile: Top 19%
Biomedical and Engineering Education
1.35
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.