Depressive symptoms, hostility, and hopelessness in inner-city adolescent health clinic patients: factor structure and demographic correlates
Bibliographic record
Abstract
BACKGROUND: Depression, hostility, and hopelessness are risk factors for adult cardiovascular disease (CVD). People living in inner-city environments are particularly vulnerable. These associations may begin in adolescence, but research in this area is hampered by inadequate knowledge about how these negative psychological factors are related in teens and how they are affected by demographic characteristics. We hypothesized that depression, hostility, and hopelessness are one construct, and that this construct would be associated with race and gender in attendees at an inner-city adolescent health clinic. METHODS: Two hundred and forty-six 15-18-year-old patients filled out instruments measuring depressive symptoms, hostility, and hopelessness. Confirmatory factor analysis was used to determine whether the negative psychological factors comprised a single construct or three separate ones. General linear modeling (GLM) was used to test the associations between demographic characteristics and the results of the factor analysis. RESULTS: Depressive symptoms, hostility, and hopelessness were best characterized as three separate constructs, not one (root mean square error of approximation (RMSEA)=0.041, 90% confidence interval (CI)=(0.035, 0.047), comparative fit index (CFI)=0.98). There were no significant relationships between demographic variables and depressive symptoms or hostility. Six percent of the variance in hopelessness scores was accounted for by gender, race, and the interaction between the two (F=3.76; p=0.006), with White males, reporting the highest levels of hopelessness. CONCLUSION: In an urban adolescent health clinic population, depressive symptoms, hostility, and hopelessness were best understood as three separate constructs. Hopelessness was significantly higher in White males. Implications for future clinical research on negative psychological factors in teens are discussed.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".