Concept of Supervision and Supervisory Practices at Primary Level in Pakistan
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The study was conducted to find out the practices and problems of supervisors working at primary school level in Pakistan. The teachers, Headmasters, Area Education Officers, District Education Officers, Deputy District Education officers working in primary schools of Rawalpindi District were the population of the study. The questionnaire was developed, validated by the experts and pilot tested. Stratified Random sampling technique was used to collect the data of the study. The conclusions of the study reveal that the supervisors don’t visit schools to facilitate teachers in solving classroom problems. They behave with them in an autocratic and authoritarian way, and the teachers are not able to share theirs problems with them. They do not believe in the concept of supervision as a process of sharing, helping, guiding, counseling and motivating teachers to solve problems which they face while teaching in classroom. Questioning and creative ideas are taken as breach of discipline. It is also revealed that the majority of the Head of institutions are not competent enough to guide their staff to perform the educational activities in the classroom. They neither delegate the responsibilities to the staff nor involve them in decision making process. As a result, the team members will not put their all out efforts in the activity and take it as burden. It is recommended that a training programme for the supervisors working at Primary level may be designed and lunched to improve their knowledge, skills and attitude to perform their duties as a facilitator, guide, motivator, helper and the leader of the team. The procedure of departmental promotion may be revised and over all competency and skills required for the performance of task as a supervisor/Headmaster/Principal should be given due importance.
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.
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) | 0.002 | 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 it