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Record W4379136484 · doi:10.18103/mra.v11i5.3725

Political Considerations in Implementing Initiatives to Improve the Mental Well-Being of Employees in the Workplace

2023· article· en· W4379136484 on OpenAlex
Ashley Weinberg

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMedical Research Archives · 2023
Typearticle
Languageen
FieldHealth Professions
TopicEmployment and Welfare Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMental healthPoliticsGovernment (linguistics)ProductivityPublic relationsWork (physics)Action (physics)Political sciencePsychologyEconomic growthEngineeringEconomics

Abstract

fetched live from OpenAlex

Relatively recently governments have begun to show some of the leadership required to incorporate well-being within their calculations about work-related behaviour. This is important not only for fulfilling our individual potential, but also in signalling recognition of the central role of well-being – both physical and psychological – within equations about productivity and performance. This article considers notable national examples of good practice from Denmark, UK and Canada, as well as highlighting a range of organisational factors that help explain slow progress within workplaces, even when government-level support for improving mental well-being of employees already exists. Such organisational factors include political considerations and so this paper shines a spotlight on organisational politics surrounding mental well-being at work. In this way, I describe the potential for practitioners in occupational psychology, health and well-being roles and in human resources to develop further and utilise positive political skills to facilitate positive change. Furthermore, examples of political skills in action at all levels of an organisation are considered, ranging from harnessing the active commitment of senior management teams, to campaigning for appropriate training for middle managers, as well as raising awareness of mental health across all employees in the workplace. There is great potential for positive economic as well as individual health outcomes where organisations give far greater priority to psychological health than previously. The emergence of research-based guidance to improve psychological health at work, as well as recent commitment by some governments around the world to well-being priorities, has signposted new directions for mental well-being in the workplace. What remains concerning is that uptake of such guidance varies and its implementation often lags behind awareness. This paper considers a range of readily applicable and cost-effective organisational strategies which can be championed by practitioners for improving the mental well-being of the workforce, while it also makes explicit the role of political behaviour in seeking improvements to psychosocial aspects of the workplace.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.011
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.262
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.114
GPT teacher head0.522
Teacher spread0.409 · 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