Implementation of Ambient AI Scribes in Hospitals: Lessons for Healthcare Leadership, Governance, and Change Management

Kevin Xiang Zhou, Qin Xiang Ng, Hiang Khoon Tan, Edison Yi Wei Er, David T Wu, Thomas T Nguyen, Jordan Gigliotti, Walter L Siqueira, Nicholas Makhoul

Open source

DOI: 10.2147/jhl.s622179
Published: 2026-09
Container: Journal of Healthcare Leadership
Publisher: Informa UK Limited
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. 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
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.2147/jhl.s622179,
  title = {Implementation of Ambient AI Scribes in Hospitals: Lessons for Healthcare Leadership, Governance, and Change Management},
  author = {Kevin Xiang Zhou and Qin Xiang Ng and Hiang Khoon Tan and Edison Yi Wei Er and David T Wu and Thomas T Nguyen and Jordan Gigliotti and Walter L Siqueira and Nicholas Makhoul},
  year = {2026},
  journal = {Journal of Healthcare Leadership},
  doi = {10.2147/jhl.s622179},
  url = {https://doi.org/10.2147/jhl.s622179}
}

RIS

TY  - JOUR
TI  - Implementation of Ambient AI Scribes in Hospitals: Lessons for Healthcare Leadership, Governance, and Change Management
AU  - Kevin Xiang Zhou
AU  - Qin Xiang Ng
AU  - Hiang Khoon Tan
AU  - Edison Yi Wei Er
AU  - David T Wu
AU  - Thomas T Nguyen
AU  - Jordan Gigliotti
AU  - Walter L Siqueira
AU  - Nicholas Makhoul
PY  - 2026
JO  - Journal of Healthcare Leadership
DO  - 10.2147/jhl.s622179
UR  - https://doi.org/10.2147/jhl.s622179
ER  -

APA

Zhou, K. X., Ng, Q. X., Tan, H. K., Er, E. Y. W., Wu, D. T., Nguyen, T. T., Gigliotti, J., Siqueira, W. L., & Makhoul, N. (2026). Implementation of Ambient AI Scribes in Hospitals: Lessons for Healthcare Leadership, Governance, and Change Management. Journal of Healthcare Leadership. https://doi.org/10.2147/jhl.s622179

Source records

crossref · retrieved 2026-09-25T04:52:26.332Z