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Record W2056319971 · doi:10.1177/0020715208100969

Diversity and Postmaterialism as Rival Perspectives in Accounting for Social Solidarity

2009· article· en· W2056319971 on OpenAlexvenueno aff
Jan Germen Janmaat, Robert Braun

Bibliographic record

VenueInternational Journal of Comparative Sociology · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Policy and Reform Studies
Canadian institutionsnot available
FundersEconomic and Social Research CouncilUniversiteit van Amsterdam
KeywordsSolidarityDiversity (politics)SociologyWelfare statePolitical scienceLaw

Abstract

fetched live from OpenAlex

This article explores the empirical support for the two rival perspectives of diversity and postmaterialism, each of which predicts different patterns and trends of social solidarity in the Western world. The diversity perspective holds that ethnocultural heterogeneity undermines social solidarity, and consequently expects social solidarity to be weaker in more heterogeneous societies. In the diversity logic, social solidarity should have declined in Western societies as these societies have become more diverse due to continuous immigration. Postmaterialism theory, by contrast, posits a positive link between postmaterialism and social solidarity, and would expect social solidarity to have increased because of rising levels of postmaterialism across the Western world. This article found no relation between diversity and social solidarity at either the individual or the national level in cross-sectional analyses of WVS and EVS survey data. Neither was the diversity argument supported by trend data on opinions about the poor. The positive relations between postmaterialism and social solidarity on the other hand did confirm the postmaterialism perspective. Still, as postmaterialism contributed little to explaining the variance in social solidarity at the individual level and as there was no connection between postmaterialism and social solidarity at the macro-level, it can be questioned whether the solidaristic sentiments expressed by postmaterialists are sufficiently deep and lasting to underpin robust welfare policies.

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)0.010
metaresearch head score (Gemma)0.023
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.053

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.023
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.003
Science and technology studies0.0030.015
Scholarly communication0.0040.008
Open science0.0020.010
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.000

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 head0.103
GPT teacher head0.445
Teacher spread0.342 · 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 designTheoretical or conceptual
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

Citations35
Published2009
Admission routes1
Has abstractyes

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