MétaCan
Menu
Back to cohort
Record W4413182938 · doi:10.31004/jerkin.v4i1.1706

Depresi Mahasiswa Ditinjau dari Keberfungsian Keluarga dan Quarter Life Crisis

2025· article· en· W4413182938 on OpenAlexaboutno aff
Sulis Mariyanti, Lita Patricia Lunanta, Aisyah Ratnaningtyas

Bibliographic record

VenueJurnal Pengabdian Masyarakat dan Riset Pendidikan · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Methods and Impacts
Canadian institutionsnot available
Fundersnot available
KeywordsPsychologyQuarter (Canadian coin)History

Abstract

fetched live from OpenAlex

The pressure faced by college students in the digital era has become increasingly complex. Not only are they expected to be independent and succeed academically and in their careers, but they also often experience social pressure due to peers’ success shared on social media. This can trigger feelings of inferiority, anxiety, and even depression. One of the main factors contributing to depression in early adulthood is the inability to cope with life transitions, commonly referred to as a quarter-life crisis. In addition, family functioning also plays a crucial role in supporting students' mental health. This study aims to examine the simultaneous influence of family functioning and quarter-life crisis on the level of depression among university students. The research employs a quantitative approach with a causal design. The sampling technique used is purposive sampling, involving 231 student respondents from various regions in Indonesia. The measurement tools include the Family Functioning Scale adapted from the Family Assessment Device (FAD) by Epstein, Baldwin, and Bishop (1983), consisting of 52 valid items with a Cronbach’s Alpha reliability of 0.950; the Quarter-Life Crisis Scale, based on the theory of Alexandra Robbins and Abby Wilner (2001), consisting of 26 items with a reliability of 0.856; and the Depression Scale using the standardized Beck Depression Inventory-II (BDI-II) by Beck (1991).The results show that, simultaneously, family functioning and quarter-life crisis have a significant effect on students' depression levels, with a significance value of 0.000 (p < 0.05). Partially, family functioning has a negative effect on depression (p = 0.000 < 0.05), meaning that the better the family functioning, the lower the level of student depression. However, partially, the quarter-life crisis does not have a significant effect on depression, with a significance value of 0.405 (p > 0.05).

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.411
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0020.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.025
GPT teacher head0.361
Teacher spread0.336 · 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.

Study designNot applicable
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 venueJurnal Pengabdian Masyarakat dan Riset PendidikanSame topicEducational Methods and ImpactsFrench-language works237,207