Most Prevalent Study Skills among Taiwanese High School Students with Reference to Gender
Bibliographic record
Abstract
This study investigated Taiwanese high school students’ study skills with reference to gender differences. 612 students (358 girls, and 254 boys) from six random high schools in Taiwan participated in this study. A 24-item questionnaire originally developed by University of Houston Clear Lake, Texas was adopted, abridged, and administered. The main focus of the questionnaire was on three study habits/skills constructs of “time management & procrastination”, “study aids & note-taking”, and “organizing & processing information” (eight items each). A Pearson Chi-square test (α ≤.05) was used for each of the 24 items of the questionnaire. The results showed that Taiwanese high school boys and girls have very similar, an even sometimes identical, viewpoints towards study skills. The only significant difference observed in the data analysis in this study were items 1, 5, and 8, suggesting that compared with girls, boys typically care more about time management. Moreover, and based on the rubrics devised by the original instrument developer, it was calculated that the highest difference between boys and girls was .61 “arriving at classes and other meetings on time”, whereas the lowest difference was 0 for “maintaining a critical attitude during study - thinking before accepting or rejecting”. Also, both girls and boys equally seemed to be strongest in “arriving at classes and other meetings on time” (item 1), and weakest in “having a system for marking textbooks” (item 14).
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".