Determinants and prediction of home nursing utilization among older adults in China: an integration of logistic regression and XGBoost algorithm.

Zhao J, Du X, Lin J, Guo W, Wang S, Yang F

Open source

DOI: 10.1186/s12912-026-04371-y
Published: 2026 Feb 5
Container: BMC nursing
Publisher: Not recorded
Open access: yes

Credibility signals

uncertain Score 53/100 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
supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. 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:10.1186/s12912-026-04371-y,
  title = {Determinants and prediction of home nursing utilization among older adults in China: an integration of logistic regression and XGBoost algorithm.},
  author = {Zhao J and Du X and Lin J and Guo W and Wang S and Yang F},
  year = {2026},
  journal = {BMC nursing},
  doi = {10.1186/s12912-026-04371-y},
  url = {https://doi.org/10.1186/s12912-026-04371-y}
}

RIS

TY  - JOUR
TI  - Determinants and prediction of home nursing utilization among older adults in China: an integration of logistic regression and XGBoost algorithm.
AU  - Zhao J
AU  - Du X
AU  - Lin J
AU  - Guo W
AU  - Wang S
AU  - Yang F
PY  - 2026
JO  - BMC nursing
DO  - 10.1186/s12912-026-04371-y
UR  - https://doi.org/10.1186/s12912-026-04371-y
ER  -

APA

J, Z., X, D., J, L., W, G., S, W., & F, Y. (2026). Determinants and prediction of home nursing utilization among older adults in China: an integration of logistic regression and XGBoost algorithm.. BMC nursing. https://doi.org/10.1186/s12912-026-04371-y

Source records

pubmed · retrieved 2026-09-26T23:02:25.855Z
europe-pmc · retrieved 2026-09-26T23:02:25.863Z
doaj · retrieved 2026-09-26T23:02:25.867Z