ilog3 Education Theory Framework Matching
Goal
Find and justify suitable theoretical frameworks for an education research paper.
Inputs
- Topic or research question
- Key constructs/variables
- Population/context
- Method type
- Seed papers if available
Workflow
- Identify core constructs and the type of explanation needed:
- motivation
- learning process
- technology acceptance
- social interaction
- teacher professional development
- assessment/feedback
- equity/inclusion
- institutional change
- Generate candidate theories.
- Use citation-network tools to find seed papers and theory traditions.
- Score candidate theories:
- construct fit
- explanatory power
- empirical precedent in education
- compatibility with method
- novelty/contribution
- Recommend 1 primary framework and 1-2 secondary lenses.
Common Education Theory Families
Use as candidates, then verify with literature:
- Self-Determination Theory
- Social Cognitive Theory
- Constructivism / Social Constructivism
- Communities of Practice
- Activity Theory
- Technology Acceptance Model / UTAUT
- TPACK
- Cognitive Load Theory
- Expectancy-Value Theory
- Achievement Goal Theory
- Feedback Intervention Theory
- Formative Assessment Theory
- Universal Design for Learning
- Funds of Knowledge
- Ecological Systems Theory
- Critical Pedagogy
- Culturally Responsive Pedagogy
Tool Calls
ResearchRabbit
Use manually for seed-paper expansion and author/topic exploration.
https://www.researchrabbit.ai/
Recommended use:
- Add 3-5 seed papers.
- Explore similar works, earlier works, later works, and authors.
- Export candidate theory papers to Zotero.
Litmaps
Use for visual literature maps and monitoring.
https://www.litmaps.com/
Connected Papers
Use for graphing a key seed paper.
https://www.connectedpapers.com/
Semantic Scholar Search
Search theory + construct + education:
curl "https://api.semanticscholar.org/graph/v1/paper/search?query=self-determination%20theory%20student%20engagement%20online%20learning&limit=10&fields=title,year,abstract,citationCount,authors"
OpenAlex
curl "https://api.openalex.org/works?search=self-determination%20theory%20student%20engagement%20education&sort=cited_by_count:desc&per-page=10&mailto=YOUR_EMAIL"
Output Format
Return:
| Theory / Framework | Fit Constructs | What It Explains | Education Evidence | Method Fit | Limitations | Recommendation |
|---|
Then include:
- Recommended theoretical framework
- Short justification paragraph for paper introduction
- How the theory maps to variables/research questions
- 5-10 seed references to verify
Quality Rules
- Do not match theory by keyword alone; match by explanatory function.
- Distinguish conceptual framework, theoretical framework, and analytical framework.
- Prefer theories already used in comparable education contexts unless the paper explicitly aims for theoretical innovation.