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Record W4407030092 · doi:10.61838/kman.psynexus.2.2.3

Exploring the Psychological Well-being of Stay-at-Home Fathers

2024· article· en· W4407030092 on OpenAlex
Neşe Köse, Farhad Namjoo

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueKMAN Counseling and Psychology Nexus · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicIntergenerational Family Dynamics and Caregiving
Canadian institutionsnot available
Fundersnot available
KeywordsPsychologyDevelopmental psychology

Abstract

fetched live from OpenAlex

This study aims to explore the psychological well-being of stay-at-home fathers (SAHFs), focusing on their self-identity and role perception, the challenges they face, and the coping mechanisms they employ. A qualitative research design was employed, utilizing semi-structured interviews to gather data from 24 SAHFs. Participants were selected through purposive sampling to ensure a diverse representation. The interviews were conducted either in-person or via video conferencing, lasting between 45 to 90 minutes. Data were transcribed verbatim and analyzed using NVivo software. Thematic analysis was used to identify key themes and patterns in the data, providing an in-depth understanding of the participants' experiences. The study identified three main themes: Identity and Role Perception, Challenges and Coping Mechanisms, and Social Support and Relationships. SAHFs experienced significant shifts in self-identity, moving from career-focused to fatherhood-centered roles. They faced various emotional challenges, including stress, anxiety, and social isolation, exacerbated by time management and financial pressures. Social support from spouses, peers, and community involvement played a crucial role in mitigating these challenges. The importance of robust support networks and community engagement was underscored, highlighting the need for tailored interventions to enhance the well-being of SAHFs. The psychological well-being of SAHFs is influenced by a complex interplay of identity shifts, societal perceptions, and the challenges of managing daily responsibilities. Social support emerges as a critical factor in promoting mental health and reducing feelings of isolation. This study contributes to the understanding of SAHFs' experiences and underscores the need for targeted support systems and policies to address their unique challenges. Future research should expand on these findings with larger, more diverse samples and explore the long-term impacts of being a SAHF.

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)0.001
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.738
Threshold uncertainty score0.397

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.052
GPT teacher head0.343
Teacher spread0.291 · 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