Bibliographic record
Abstract
Rohith Odela. Health and lifestyle behavior of school aged children in Telangana, India: Master thesis /Supervisor prof. L. Šumskas, Department of Preventive Medicine, Medical Academy, Lithuanian University of health Sciences. – Kaunas, 2021. – 48 p. Purpose: To analyze the health profile and lifestyle of school-age children in Telangana, India. Objectives: Analysis of health status (nutrition, low physical activity, smoking, alcohol use and sexually explicit health screening; comparing and evaluating school children 's health in urban and rural schools in Telangana. . Methods: Health behavioral data analyzed below were collected from a school-based, segregated, anonymous study conducted April-May 2021 at 2 different schools in Telangana (India). A sample of learners covered Grade 6 to 10 learners (5 classes) in one public school in a rural area (n = 150) and in one private school (n = 150) in an urban area. A total of 300 students aged 13 to 17 participated in the study. Question forms are provided to students. The respondent's method of completing the questionnaires was recently explained. The questionnaire contained 41 questions about respondents with information about people (gender, age, place of residence) and health behavior - perceived health, illness and health complaints, unhealthy behavior (smoking, alcohol) eating habits, exercise, leisure time, injury behavior, family and peer relationships, school-related behavior. Results: Most school children from Telangana State, India, aged 13-17 years reported good health and oral health. . "Eating breakfast every school day" was common only for 7.5% boys and 42.8% girls (p <0.05). 82.1% of boys and 83.0% of girls ate vegetables daily (p> 0.05). In comparison, girls ate fresh fruit daily Eating breakfast was only 41.4 boys and 49.8% girls (p <0.05), that 82.1% boys and 83.0% girls ate vegetables daily (p> 0.05). Overall, boys reported eating fruit more often than girls (22.2% VS. 33.7%, respectively, p <0.05). The boys reported high consumption of sweets and also showed high daily consumption of cold drinks (p <0.05). The data showed that boys were more active than girls. Only a small percentage of schoolboys and girls reported smoking and drinking in Telangana. Comparison of the behavior of students aged 13-17 years in Telangana with seven selected HBSC countries (Lithuania, Sweden, the Netherlands, Portugal, Ireland, Canada, and Denmark) showed that there was little difference between school students in Telangana and HBSC countries. Conclusions: A general health behavior profile for 13–17-year-old children in Telangana, India, presented by this study. A small percentage of weekly alcohol and smoking users are established among Telangana students. Very small differences have been observed between Telangana school students and students in seven HBSC countries (2018 survey data are compared).
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.057 | 0.016 |
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".