Discrepancies between the self-reporting of STI preventive care and the actual care provided by male doctors to male patients in Karnataka, India
Bibliographic record
Abstract
OBJECTIVE: To examine the discrepancies between the self-reporting of STI preventive care and the actual care provided by male doctors to male patients in several subdistricts of the state of Karnataka, south India. METHODS: Of 3376 allopathic medical practitioners (doctors) enumerated, 2846 were contacted in person. Doctors who saw at least five patients with STI a month were then interviewed (814). Further, 451 of these practitioners were visited by a 'surrogate patient.' Comparative analyses were conducted of items from the survey questionnaire and from the surrogate patient answer sheet that unambiguously tapped into the same information. RESULTS: Systematic differences in the self-report by the doctors and the report by the surrogate patients were found. For instance, 99% of practitioners reported examining the patients, whereas only 71% of surrogate patients reported being examined. 96% of practitioners reported advising condom use, whereas only 19% of surrogate patients reported receiving this advice. 97% of practitioners reported advising partner treatment, whereas only 10% of surrogate patients reported receiving this advice. Younger practitioners, doctors in rural centres and doctors with STI in-service training were more likely to be discordant in what they self-reported and what surrogate patients reported. CONCLUSIONS: The discrepancies between doctor self-reporting and surrogate patient observations bring into question the reliability of practitioner recall, suggesting that the use of self-reporting surveys should be reassessed.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".