How Discover how you learn was built
A plain account of what each activity measures, what it does not, where the ideas come from and how the results are scored.
What these activities are
Three short, evidence-informed reflections written by COSQOOL: study habits (what could help me study?), interests (what do I enjoy exploring?) and developing strengths (what strengths can I build on?). Each produces suggestions to try. None of them is a validated psychological test, an intelligence measure, a diagnosis or a career match, and none predicts future success.
Who they are for
Three age bands: Grades 1–3 (a short guided reflection with an adult reading; the child answers), Grades 4–6 (simpler statements), and Grades 7–12 or adults (full statements). Younger bands use fewer items and a three-point scale because the research base for standardized measures in early childhood is thin; we describe those results as guided reflection, not as scores.
Study habits: sources
Strategy areas follow Dunlosky, Rawson, Marsh, Nathan & Willingham (2013), Improving Students' Learning With Effective Learning Techniques, Psychological Science in the Public Interest 14(1): practice testing and distributed practice (high utility), interleaving, elaborative interrogation and self-explanation (moderate), and the Education Endowment Foundation's Metacognition and Self-regulated Learning guidance (plan, monitor, evaluate). We deliberately do not sort anyone into visual, auditory or kinaesthetic “learning styles”: the EEF Teaching and Learning Toolkit and Pashler, McDaniel, Rohrer & Bjork (2008) find no reliable evidence that matching teaching to such styles improves learning.
Interests: sources
The six areas (making, investigating, creating, helping, leading, organising) are informed by John Holland's RIASEC structure of vocational interests (Holland, 1997) and by research on children's interests such as Tracey & Ward (1998), which used familiar activities with school-age children. The items are COSQOOL's own; we did not reuse or translate the O*NET Interest Profiler, whose licence permits verbatim use only or requires separate validation of modified versions. Our activity is an exploration, not a career-interest inventory.
Developing strengths: sources
The five behaviours (curiosity, persistence, creativity, planning, cooperation) are framed with the CASEL social-emotional competencies (self-management, relationship skills, responsible decision-making) and the broader character-strengths literature. We did not reuse the VIA classification or the VIA Youth Survey, which are copyrighted instruments. Results are described as strengths that can grow, never as fixed traits.
How scoring works
Scoring is fixed and versioned (study-habits/1.0, interests/1.0, strengths/1.0). Each statement belongs to one area. Answers count 0 to 3 (young band: 0, 1.5, 3); “Not sure / Haven't tried this” is not a number and never lowers an area. An area is compared only when at least half of its questions were answered. Study habits: the two lowest areas (and a third within 0.25) become suggestions, the clearly highest area is named as a habit already working. Interests: every area within 0.25 of the top is reported; if all areas sit within 0.5 of each other, the result says interests are spread. Strengths: the top areas within 0.25 are reported; one area is named “to grow next” only when it sits clearly (0.5) below the top. Ties are kept together. If fewer than half the areas can be compared, the result says the information is insufficient.
What the evidence does and does not support
The study-strategy advice reflects well-replicated findings, but a questionnaire cannot observe how you actually study; treat the suggestions as starting points. Interests and strengths in childhood are still forming and change with experience; a result today is a snapshot, not a category. COSQOOL's adaptation has not been validated as a psychometric instrument, and no cut-off has diagnostic meaning.
Privacy
Answers stay in the visitor's browser (localStorage) for up to 7 days and can be cleared at any time. Nothing is sent to COSQOOL's servers, stored in an account or shared with the dashboard advisor. No name, email, school or phone number is asked.
Questionnaire and scoring versions
| Activity | Version | Scoring rule | Questions (Grades 7–12 / 4–6 / 1–3) |
|---|---|---|---|
| What could help me study? | study-habits/1.0 | lowest-areas-to-try/1.0 | 21 / 14 / 7 |
| What do I enjoy exploring? | interests/1.0 | top-areas/1.0 | 24 / 18 / 12 |
| What strengths can I build on? | strengths/1.0 | top-strengths/1.0 | 20 / 15 / 10 |
Sources
- Dunlosky et al. (2013), Improving Students' Learning With Effective Learning Techniques, PSPI 14(1)
- Education Endowment Foundation, Teaching and Learning Toolkit: Learning styles
- Education Endowment Foundation, Metacognition and Self-regulated Learning guidance report
- Pashler, McDaniel, Rohrer & Bjork (2008), Learning Styles: Concepts and Evidence, PSPI 9(3)
- O*NET Interest Profiler and the O*NET tools licence (not reused; consulted for scope and age guidance)
- Tracey & Ward (1998), The structure of children's interests and competence perceptions, Journal of Counseling Psychology
- CASEL: What is the CASEL framework?
- VIA Institute: permissions and guidelines (VIA instruments are not reused)
Written by the COSQOOL team from the sources above; not independently reviewed by a psychologist. Published locally for owner review on 2026-09-21.