The impact of playground design on play choices and behaviors of pre-school children
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 purpose of this study was to examine where and how children choose to play in four Australian pre-school centers with very different outdoor playgrounds. Using a momentary time sampling direct observation instrument, a total of 960 scans were taken of pre-determined target areas (paths, paved expanses, grass, softfall, sand feature, manufactured functional, manufactured constructive and natural) within four playgrounds over a 30-day period. During each scan, we recorded the number of boys and girls observed in each target area as well as the dominant type of play (functional, constructive, symbolic, self-focused, talking). A total of 2361 observations of children occurred across the four centers. The results revealed the children were using the four playgrounds differently. At the diverse and natural Center A, the most popular space was the natural area and the least popular space was the sandpit. At the small, compact and diverse Center B, children were fairly evenly dispersed, with the most popular areas being the softfall and paved expanse. At the hard and barren Center C, almost half the children were found on the pavement, but the sandpits and natural areas were also popular. Finally, at the large, sparse and old Center D, children were fairly evenly dispersed, but most were observed playing on the softfall. Across all centers, irrespective of target area, the dominant play activity was functional play followed by self-focused play. This article discusses these findings and asks important questions about the design of pre-school playgrounds. In doing so, this study has begun to explain the relationship between the design of outdoor play spaces, children's choices of play locations and their play behaviors.
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 | 0.001 |
| 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 it