Personalized Learning in Health Professions Education: A Comprehensive Review.

Salih S, Alkatheeri A, Jacob NC, El-Sobkey SB, Hammoud E, Abdul Razak W, Kamil N, Sachdeva M, Hasaneen M, Shaik BB, Nordin MN

Open source

DOI: 10.2147/amep.s612028
Published: 2026
Container: Advances in medical education and practice
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.2147/amep.s612028,
  title = {Personalized Learning in Health Professions Education: A Comprehensive Review.},
  author = {Salih S and Alkatheeri A and Jacob NC and El-Sobkey SB and Hammoud E and Abdul Razak W and Kamil N and Sachdeva M and Hasaneen M and Shaik BB and Nordin MN},
  year = {2026},
  journal = {Advances in medical education and practice},
  doi = {10.2147/amep.s612028},
  url = {https://doi.org/10.2147/amep.s612028}
}

RIS

TY  - JOUR
TI  - Personalized Learning in Health Professions Education: A Comprehensive Review.
AU  - Salih S
AU  - Alkatheeri A
AU  - Jacob NC
AU  - El-Sobkey SB
AU  - Hammoud E
AU  - Abdul Razak W
AU  - Kamil N
AU  - Sachdeva M
AU  - Hasaneen M
AU  - Shaik BB
AU  - Nordin MN
PY  - 2026
JO  - Advances in medical education and practice
DO  - 10.2147/amep.s612028
UR  - https://doi.org/10.2147/amep.s612028
ER  -

APA

S, S., A, A., NC, J., SB, E., E, H., W, A. R., N, K., M, S., M, H., BB, S., & MN, N. (2026). Personalized Learning in Health Professions Education: A Comprehensive Review.. Advances in medical education and practice. https://doi.org/10.2147/amep.s612028

Source records

pubmed · retrieved 2026-11-10T09:57:55.028Z