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Record W2912328823 · doi:10.22374/ijmsch.v2i1.5

How Gender Inequity Impacts on Men’s Health. An Exploration of Theoretical Pathways

2019· article· en· W2912328823 on OpenAlexvenueno aff
Melissa Graham

Bibliographic record

VenueInternational Journal of Men s Social and Community Health · 2019
Typearticle
Languageen
FieldHealth Professions
TopicGlobal Health Care Issues
Canadian institutionsnot available
Fundersnot available
KeywordsPsychologyPolitical scienceSociology

Abstract

fetched live from OpenAlex

Empirical studies suggest gender inequity increases men’s health risks. Multiple pathways may explain this relationship. These pathways however have not been explored concurrently. This paper is based on an extensive review of the theoretical literature linking gender inequity to men’s health. It identifies a range of theoretical approaches and examines links between them. In particular, it discusses masculinities and health theory, which argues gender inequity is linked to gender norms that lead to poor health-related beliefs and behaviours; the impact of gender inequity on men’s psychosocial and emotional experiences through limiting social roles, setting unattainable and restrictive expectations, and reducing access to social and emotional support; reproductive pathways, wherein gender inequity compromises optimal reproductive and early life outcomes leading to lifelong health impacts for males; and political, economic and social processes influenced by women’s social position that shape the social and economic resources, such as welfare and support, available to men. There are important interdependencies between these pathways. For example, masculine gender norms appear to not only increase poor health-related beliefs and behaviours, but also limit men’s opportunities to satisfy psychosocial and emotional needs. The findings suggest the extent of gender inequity can accentuate or buffer the negative health effects of other social inequalities. Further, while gender inequity provides men with many benefits, it limits access to the rich array of resources required to meet a diversity of lifelong health-related challenges. The paper provides the basis for richer theoretical approaches to men’s health.

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 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)0.005
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.446
Threshold uncertainty score0.816

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.002
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 head0.237
GPT teacher head0.502
Teacher spread0.265 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations14
Published2019
Admission routes1
Has abstractyes

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