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Record W4412545258 · doi:10.1177/00131245251352534

Urban and Kibbutz Dwellers in Israel: Parenting Approaches Through the Lens of Bourdieu’s Capital Theory

2025· article· en· W4412545258 on OpenAlexaff
Matan Markovizky, Yoel Shafran, Tagreed Zoabi

Bibliographic record

VenueEducation and Urban Society · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicParental Involvement in Education
Canadian institutionsNorthern College
Fundersnot available
KeywordsSociologySocial capitalCultural capitalHabitusCapital (architecture)Gender studiesPedagogySocial scienceGeography

Abstract

fetched live from OpenAlex

Modern society is structured as a social hierarchy, with individuals of higher status enjoying various privileges. Many theorists have attempted to quantify this hierarchy, and one contemporary theorist, Pierre Bourdieu, proposed viewing hierarchy through an individual’s possession of three intertwined forms of capital: economic capital (material resources), cultural capital (educational level), and social capital (social networks). Research has also shown that different social classes vary in their parenting views. This study examined whether differences exist between two population groups in Israel—kibbutz residents and urban dwellers—in their parenting approaches, as viewed through the lens of Bourdieu’s three forms of capital. To investigate this phenomenon, we conducted a qualitative study involving in-depth interviews with 30 participants: 15 individuals residing on kibbutzim and 15 living in urban areas. The findings reveal significant differences in the parenting approaches of each group, which may contribute to widening social inequalities and reinforcing existing gaps within Israeli society, particularly between these two community types.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.019
Threshold uncertainty score0.037

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.006
Scholarly communication0.0020.002
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.052
GPT teacher head0.327
Teacher spread0.276 · 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 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

Citations0
Published2025
Admission routes1
Has abstractyes

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