Firefly Ed
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Block play and pretend play develop cognitive and social skills. Early free play is linked to stronger self-regulation and problem-solving.… Read more.
7–10 minutes -
Not all screen time is equal — what a student does on a screen matters more than how long. Screen… Read more.
7–10 minutes -
Wellbeing is not a fixed state — it is built through consistent small habits. Sleep and movement are directly linked… Read more.
6–10 minutes -
Intrinsic motivation is the drive to engage with an activity because the activity itself is satisfying. When external rewards take… Read more.
8–12 minutes -
Speaking and writing are different cognitive tasks — fluency in one does not guarantee fluency in the other. Writing requires… Read more.
7–11 minutes -
Reading challenges are not all the same — different patterns point to different underlying causes. Intelligence and reading ability are… Read more.
7–11 minutes -
Academic struggles and intelligence are separate. Difficulty in school does not reflect a young learner’s worth or ability. Anxiety, learning… Read more.
7–10 minutes -
Some students find unstructured time genuinely hard — they report boredom often and look to adults to resolve it. This… Read more.
7–10 minutes -
Persistent messy handwriting is not necessarily a motor problem. Before drawing that conclusion, it is useful to rule out the… Read more.
7–10 minutes -
Math difficulties in children are commonly attributed to ability — but teaching approach is frequently the more significant factor. Abstract… Read more.
4–6 minutes
Methods
- Weekly field observations along fixed routes.
- Short interviews using a consistent guide.
- Sensor readings checked at the start of each session.
- Cleaning decisions documented as a changelog.
- Processing: normalized timestamps; flagged gaps; spot-checked outliers.
- Limits: some missing intervals during battery replacement.
Data & Ethics
Data
Upon request, sensitive locations have been removed from the public files. License: CC BY 4.0 for shared materials.
Ethics
Consent protocols used where applicable.
Contact
fieldnoteslab@ucc.ie
