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Record W7131221801 · doi:10.51846/ajisbs.v2i2.4906

Experience of Physical Affection and Love in Married Individuals: A Qualitative Approach

2025· article· W7131221801 on OpenAlexaff
Aqsa Ashfaq, Shazia Gulzar

Bibliographic record

VenueAsian Journal of Integrated Social and Behavioural Sciences · 2025
Typearticle
Language
FieldPsychology
TopicAttachment and Relationship Dynamics
Canadian institutionsEducation and Early Childhood Development
Fundersnot available
KeywordsAffectionClosenessQualitative researchNonprobability samplingInterpersonal relationshipInterpretative phenomenological analysisInterpersonal communicationFriendship

Abstract

fetched live from OpenAlex

This is a qualitative study highlighting the importance of physical affection and love among married individuals. Eight adults (four men and four women) aged 30–40 who had been married for 5–10 years were approached through a purposive sampling technique. Data included recorded interviews with the help of an indigenous interview protocol developed by the researchers. Interviews were then analyzed through IPA (Interpretative Phenomenological Analysis) to focus on interpretative experiences. Two major themes were extracted that were the significance of physical affection and love, and the influences on the physical expression of love. It was emphasized that physical closeness (both sexual and non-sexual) represented for participants a set of behaviors necessary to resort to feel emotionally close, secure, and satisfied in the relationship. But, demonstration of affection was restricted in many cases by cultural prohibitions, narrow religious understanding, and norms for gender role performance, stress, and lack of interpersonal intimacy and communication. Most respondents believed that overt demonstrations of affection were discouraged by society and lacked education about female sexual desire. Findings reveal that while affection is cherished, displaying such in public is prohibited by social norms, resulting in detachment.

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)0.008
metaresearch head score (Gemma)0.006
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 score0.008
Threshold uncertainty score0.041

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0070.007
Scholarly communication0.0030.002
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.065
GPT teacher head0.464
Teacher spread0.399 · 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

Explore more

Same venueAsian Journal of Integrated Social and Behavioural Sciences→Same topicAttachment and Relationship Dynamics→French-language works237,207→