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Record W4412190049 · doi:10.1111/opn.70040

A Call to Action: Arming Nurses With Political Knowledge to Advocate for Older People

2025· article· en· W4412190049 on OpenAlexaff
Sherry Dahlke, Kathleen F. Hunter

Bibliographic record

VenueInternational Journal of Older People Nursing · 2025
Typearticle
Languageen
FieldNursing
TopicNursing Education, Practice, and Leadership
Canadian institutionsUniversity of Alberta Hospital
Fundersnot available
KeywordsIdeologyHealth carePoliticsPublic relationsFace (sociological concept)Political scienceSociologyNursingMedicineSocial scienceLaw

Abstract

fetched live from OpenAlex

INTRODUCTION: For decades, healthcare systems have enacted cost containment, which has led to nurses working within increasingly thinly resourced healthcare services influenced by political ideologies and often just trying to get through their shift. They may not have enough energy, support or background knowledge about what is behind the challenges they face or how they could effectively advocate for older people. METHODS: In this discussion paper, we provide an overview of three underlying political ideologies; discuss how these ideologies influence health and social care among western countries, examine how workplaces influenced by political ideology (e.g., resource allocation) can perpetuate ageism in healthcare decisions; explore advocacy and activism in nursing and suggest opportunities for nurses to disrupt negative practices. RESULTS: We found common challenges among countries with the three ideologies-increasing older people, the need to spend money efficiently and older people's desire to age-in-place. Thus, there is critical importance of health and social community supports and informal caregivers. Although not perfect, a social democratic ideology appears to be more likely than the other ideologies to work towards valuing people of all ages, with greater potential for equitable access and to support people throughout their lifespan. CONCLUSIONS: Nurses have an important role to play in suggesting improvements in health and social care. Nurses that work together through professional gerontological associations could be proactive in informing the public that their current political ideology could be perpetuating ageism in health and social care systems. IMPLICATIONS FOR PRACTICE: Nurses need to educate themselves about the political ideology in their country and critically examine how it influences the health and social care of older people. Also necessary that nurses take an advocacy/activist role for older people's health and social care needs.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.066
metaresearch head score (Gemma)0.073
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.066
Threshold uncertainty score0.349

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0660.073
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0020.001
Science and technology studies0.0240.029
Scholarly communication0.0230.031
Open science0.0040.032
Research integrity0.0230.032
Insufficient payload (model declined to judge)0.0120.003

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.030
GPT teacher head0.399
Teacher spread0.370 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations1
Published2025
Admission routes1
Has abstractyes

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