Evidence map›Paper›PMID 31829208›Full record

ReviewBMC medical education2019

Medical education trends for future physicians in the era of advanced technology and artificial intelligence: an integrative review.

Eui-Ryoung Han, Sanghee Yeo, Min-Jeong Kim, Young-Hee Lee, Kwi-Hwa Park, Hyerin Roh

Open access · goldAbstract readReview
In one paragraph

Review in BMC medical education, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 164 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
164citing papers in PubMed, 4 pooled it
19.1field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

164 citing papers in PubMed, 4 syntheses or guidelines pooled it, 375 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Novel device for controlled dynamization of tibial fractures: randomized clinical trial.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2025
    Trial
  6. Trial
  7. Review
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Review
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article

104 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 6 institutions in 1 country.

Eui-Ryoung HanDepartment of Medical Education, Chonnam National University Medical School, 264 Seoyang-ro, Hwasun-eup, Hwasun-gun, Jeollanam-do, 58128, South Korea.
Sanghee YeoDepartment of Medical Education, School of Medicine, Kyungpook National University, 680 Gukchaebosang-ro, Jung-gu, Daegu, 41944, South Korea.
Min-Jeong KimDepartment of Medical Education and Neurology, Kosin University College of Medicine, 262, Gamcheon-ro, Seo-gu, Busan, 49267, South Korea.
Young-Hee LeeMedical Education Center, College of Medicine, Korea University, 73 Goryeodae-ro, Seongbuk-gu, Seoul, 02841, South Korea.
Kwi-Hwa ParkDepartment of Medical Education, Gachon University College of Medicine, 38 Dokjeom-ro 3beon-gil, Namdong-gu, Incheon, 21565, South Korea.
Hyerin RohDepartment of Medical Education and the Institute for Medical Humanities, Inje University College of Medicine, 75-Bokji-ro, Busanjin-gu, Busan, 47392, South Korea. hyerinr@gmail.com.ORCID http://orcid.org/0000-0002-3879-709X
Chonnam National University Hwasun Hospital · KRGachon University · KRInje University · KRKorea University · KRKosin University · KRKyungpook National University · KR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMedical education must adapt to different health care contexts, including digitalized health care systems and a digital generation of students in a hyper-connected world. The aims of this study are to identify and synthesize the values that medical educators need to implement in the curricula and to introduce representative educational programs.

methodsAn integrative review was conducted to combine data from various research designs. We searched for articles on PubMed, Scopus, Web of Science, and EBSCO ERIC between 2011 and 2017. Key search terms were "undergraduate medical education," "future," "twenty-first century," "millennium," "curriculum," "teaching," "learning," and "assessment." We screened and extracted them according to inclusion and exclusion criteria from titles and abstracts. All authors read the full texts and discussed them to reach a consensus about the themes and subthemes. Data appraisal was performed using a modified Hawker 's evaluation form.

resultsAmong the 7616 abstracts initially identified, 28 full-text articles were selected to reflect medical education trends and suggest suitable educational programs. The integrative themes and subthemes of future medical education are as follows: 1) a humanistic approach to patient safety that involves encouraging humanistic doctors and facilitating collaboration; 2) early experience and longitudinal integration by early exposure to patient-oriented integration and longitudinal integrated clerkships; 3) going beyond hospitals toward society by responding to changing community needs and showing respect for diversity; and 4) student-driven learning with advanced technology through active learning with individualization, social interaction, and resource accessibility.

conclusionsThis review integrated the trends in undergraduate medical education in readiness for the anticipated changes in medical environments. The detailed programs introduced in this study could be useful for medical educators in the development of curricula. Further research is required to integrate the educational trends into graduate and continuing medical education, and to investigate the status or effects of innovative educational programs in each medical school or environment.

Indexed as

Artificial IntelligenceTechnologyCurriculumEducation, Medical, UndergraduateHumansSelf-Directed Learning as TopicHumanitiesIntegrationSelf-directed learningSocietiesTechnologyUndergraduate medical education

Identifiers

PMID31829208
PMCPMC6907217
OpenAlexW2995872180

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.