Literature DB >> 29538109

A Call to Investigate the Relationship Between Education and Health Outcomes Using Big Data.

Saad Chahine1, Kulamakan Mahan Kulasegaram, Sarah Wright, Sandra Monteiro, Lawrence E M Grierson, Cassandra Barber, Stefanie S Sebok-Syer, Meghan McConnell, Wendy Yen, Andre De Champlain, Claire Touchie.   

Abstract

There exists an assumption that improving medical education will improve patient care. While seemingly logical, this premise has rarely been investigated. In this Invited Commentary, the authors propose the use of big data to test this assumption. The authors present a few example research studies linking education and patient care outcomes and argue that using big data may more easily facilitate the process needed to investigate this assumption. The authors also propose that collaboration is needed to link educational and health care data. They then introduce a grassroots initiative, inclusive of universities in one Canadian province and national licensing organizations that are working together to collect, organize, link, and analyze big data to study the relationship between pedagogical approaches to medical training and patient care outcomes. While the authors acknowledge the possible challenges and issues associated with harnessing big data, they believe that the benefits supersede these. There is a need for medical education research to go beyond the outcomes of training to study practice and clinical outcomes as well. Without a coordinated effort to harness big data, policy makers, regulators, medical educators, and researchers are left with sometimes costly guesses and assumptions about what works and what does not. As the social, time, and financial investments in medical education continue to increase, it is imperative to understand the relationship between education and health outcomes.

Entities:  

Mesh:

Year:  2018        PMID: 29538109     DOI: 10.1097/ACM.0000000000002217

Source DB:  PubMed          Journal:  Acad Med        ISSN: 1040-2446            Impact factor:   6.893


  10 in total

1.  Quantifying the scientific interest in surgical training and education: numerical evidence of a PubMed analysis.

Authors:  Gaetano La Greca; Elena Schembari; Carlo Bortolussi; Antonio Pesce; Marco Vitale; Saverio Latteri; Elisa Reitano; Domenico Russello
Journal:  Updates Surg       Date:  2020-11-27

2.  Smarter Screen Time: Integrating Clinical Dashboards Into Graduate Medical Education.

Authors:  Jeremy A Epstein; Craig Noronha; Gail Berkenblit
Journal:  J Grad Med Educ       Date:  2020-02

3.  Development and maintenance of a medical education research registry.

Authors:  Jeffrey A Wilhite; Lisa Altshuler; Sondra Zabar; Colleen Gillespie; Adina Kalet
Journal:  BMC Med Educ       Date:  2020-06-19       Impact factor: 2.463

4.  Era of the Fourth Industrial Revolution and the Urologists' Journey to Navigating Big Omics Data.

Authors:  Jayoung Kim
Journal:  Int Neurourol J       Date:  2018-07-31       Impact factor: 3.038

5.  Primary care performance of alternatively licenced physicians in Ontario, Canada: a cross-sectional study using administrative data.

Authors:  Kathryn Hodwitz; Niels Thakkar; Susan E Schultz; Liisa Jaakkimainen; Daniel Faulkner; Wendy Yen
Journal:  BMJ Open       Date:  2019-06-11       Impact factor: 2.692

6.  Pre-class online video learning and class style expectation: patterns, association, and precision medical education.

Authors:  Cheng-Maw Ho; Chi-Chuan Yeh; Jann-Yuan Wang; Rey-Heng Hu; Po-Huang Lee
Journal:  Ann Med       Date:  2021-12       Impact factor: 4.709

7.  Assessing changes in the quality of quantitative health educations research: a perspective from communities of practice.

Authors:  Katherine M Wright; Larry D Gruppen; Kevin W Kuo; Andrew Muzyk; Jeffry Nahmias; Darcy A Reed; Gurjit Sandhu; Anita V Shelgikar; Jennifer N Stojan; Toshiko L Uchida; Rebecca Wallihan; Larry Hurtubise
Journal:  BMC Med Educ       Date:  2022-04-01       Impact factor: 2.463

8.  Development of Resident-Sensitive Quality Measures for Inpatient General Internal Medicine.

Authors:  Benjamin Kinnear; Matthew Kelleher; Dana Sall; Daniel P Schauer; Eric J Warm; Andrea Kachelmeyer; Abigail Martini; Daniel J Schumacher
Journal:  J Gen Intern Med       Date:  2020-10-26       Impact factor: 5.128

9.  Integrating socially accountable health professional education and learning health systems to transform community health and health systems.

Authors:  Brianne Wood; Michael Fitzgerald; Claire Kendall; Erin Cameron
Journal:  Learn Health Syst       Date:  2021-06-05

10.  Building a Medical Education Outcomes Center: Development Study.

Authors:  Mark E Rosenberg; Jacqueline L Gauer; Barbara Smith; Austin Calhoun; Andrew P J Olson; Emily Melcher
Journal:  JMIR Med Educ       Date:  2019-10-31
  10 in total

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