Successful school principalship in small schools
Bibliographic record
Abstract
Purpose The special characteristics of small schools appear to set them apart from larger schools. In fact, small schools may be a discrete group in that their complexity may not be in direct ratio to their size. The special characteristics of small schools may include the absence of senior staff, administrative assistance on a part time basis only, conservatism and role conflict within the community, and lack of professional interaction. This paper aims to explore these issues by analysing data from a recent survey on Tasmania successful school principalship. Design/methodology/approach Results from a survey with the population of Tasmanian principals in schools of 200 or less students are compared with previous research findings from the limited literature in the area. Findings The study has confirmed that contextual demands result in role conflict for teaching principals, that principals of small rural schools are mobile, staying for short periods of time, and that a higher proportion are female. Statistically significant differences were found among small rural schools of 100 or fewer students and small rural and urban schools of between 101 and 200 students. These differences were best explained by combination of the “double load phenomenon” and the increasingly mandated requirements for the implementation of growing amounts of Department of Education policy, rather than rurality or socio‐economic status. Practical implications Given the combination of the expected large turnover in the principalship in Australian schools over the next five to ten years, the high proportion of small schools (at least one‐quarter) and the unlikely change to the traditional career path wherein, for many, becoming a principal of a small school is the initial step progressively moving to large schools, the findings add weight to the need for greater attention to be paid to small school principalship. Originality/value The study adds to the very limited research into successful school principalship in small schools.
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 | 0.002 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".