Harnessing the power of big data to improve graduate medical education: Big idea or bust?

Arora VM

Academic Medicine

2018

10.1097/ACM.0000000000002209

How do you deliver a good obstetrician? Outcome-based evaluation of medical education

Asch DA, Nicholson S, Srinivas SK, Herrin J & Epstein, AJ

Academic Medicine

2014

10.1097/ACM.0000000000000067

The potential of big data research in healthcare for medical doctors’ learning

Au-Yong-Oliveira M, Pesqueira A, Sousa MJ, Dal Mas F, Soliman M

Journal of Medical Systems

2021

10.1007/s10916-020-01691-7

Embracing standardisation and contextualisation in medical education

Bates J, Schrewe B, Ellaway RH, Teunissen PW, & Watling C

Medical Education

2019

Introduction: Big data and education: Ethical and moral challenges

Ben-Porath S, Ben Shahar TH

Theory and Research in Education

2017

10.1177/147787851773720

A Path Forward for Data Sharing in Canada: A White Paper

Canada Health Infoway

n/a

2023

https://www.infoway-inforoute.ca/en/component/edocman/6428-a-path-forward-for-data-sharing-in-canada-a-white-paper/view-document

The CARE Principles for Indigenous Data Governance

Carroll SR, Garba I, Figueroa-Rodríguez OL, Holbrook J, Lovett R, Materechera S, Parsons M, Raseroka K, Rodriguez-Lonebear D, Rowe R, Sara R, Walker JD, Anderson J and Hudson M

Data Science Journal

2020

10.5334/dsj-2020-043

A call to investigate the relationship between education and health outcomes using big data

Chahine S, Kulasegaram KM, Wright S, Monteiro S, Grierson LE, Barber C, ... & Touchie C

Academic Medicine

2018

Big data ethics in education: Connecting practices and ethical awareness

Chen X, Liu CY

Journal of Educational Technology Development and Exchange (JETDE)

2015

10.18785/jetde.0802.05

Longitudinal research databases in medical education: facilitating the study of educational outcomes over time and across institutions

Cook DA, Andriole DA, Durning SJ, Roberts NK, Triola MM

Academic Medicine

2010

10.1097/ACM.0b013e3181e5c050

Developing the role of big data and analytics in health professional education

Ellaway RH, Pusic MV, Galbraith RM, Cameron T

Medical Teacher

2014

10.3109/0142159X.2014.874553

Data, big and small: Emerging challenges to medical education scholarship.

Ellaway RH, Topps D, & Pusic M

Academic Medicine

2019

10.1097/ACM.0000000000002465

Pan-Canadian Health Data Strategy: Toward a world-class health data system

Expert Advisory Group, Pan-Canadian Health Data Strategy

2022

https://www.canada.ca/content/dam/phac-aspc/documents/corporate/mandate/about-agency/external-advisory-bodies/list/pan-canadian-health-data-strategy-reports-summaries/expert-advisory-group-report-03-toward-world-class-health-data-system/expert-advisory-group-report-03-toward-world-class-health-data-system.pdf

Big data and the ethical implications of data privacy in higher education research

Florea D, Florea S

Sustainability

2020

10.3390/su12208744

What is data ethics?

Floridi L, Taddeo M

Philisophical Translations of the Royal Society A

2016

10.1098/rsta.2016.0360

The Research on MedicalEducation Outcomes (ROMEO) Registry: addressing ethical and practical challenges of using“bigger,” longitudinal educational data

Gillespie C, Zabar S, Altshuler L, Fox J, Pusic M, Xu J, Kalet A

Academic Medicine

2016

10.1097/ACM.0000000000000920

Admission factors associated with international medical graduate certification success: a collaborative retrospective review of postgraduate medical education programs in Ontario

Grierson LE, Mercuri M, Brailovsky C, Cole G, Abrahams C, Archibald D, ... & Wong E

CMAJ Open

2017

10.9778/cmajo.20170073

Qualitative research ethics in the big data era.

Hesse A, Glenna L, Hinrichs C, Chiles R, Sachs C

Behavioural Scientist

2019

10.1177/0002764219826282

Maintenance of Certification, Revalidation and Professional Self-regulation

Holmboe ES

JCEHP

2013

10.1002/chp.21204

Electronic Health Records that Support Health Professional Practice Reflection: a Missed Opportunity in Digital Health

Janssen A, Kay J, Talic S, Pusic M, Birnbaum R, Rodrigo C, Gašević D, Shaw T

Journal of Healthcare Informatics Research

2022

10.1007/s41666-022-00123-0

Kindel on ‘Research’ strand

Kindel A

Responsible Use of Student Data in Higher Education

2016

https://ru.stanford.edu/topics/research/

Curriculum mapping with academic analytics in medical and healthcare education

Komenda M, Víta M, Vaitsis C, Schwarz D, Pokorná A, Zary N, Dušek L

PloS one

2015

10.1371/journal.pone.0143748

Big data: applications in healthcare and medical education

Lateef FA

Education in Medicine Journal

2016

http://eduimed.usm.my/EIMJ20160801/EIMJ20160801_10.pdf

Building a Data Bridge: Policies, Structures, and Governance Integrating Primary Care Into the Public Health Response to COVID-19

Leslie M, Hansen B, Abboud R, Claussen C, McBrien K, Hu J, Ward R and Aghajafari F

The Annals of Family Medicine

2023

10.1370/afm.2900

Changing the Culture on Data Management and Sharing: Overview and Highlights from a Workshop Held by the National Academies of Sciences, Engineering, and Medicine

Martone M, Nakamura R

2022

10.1162/99608f92.44975b62