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Record W4411183502 · doi:10.1016/j.lindif.2025.102732

Not like the weather: classroom climates as group-level subjective phenomena, classroom microclimates as individual differences

2025· article· en· W4411183502 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueLearning and Individual Differences · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Environments and Student Outcomes
Canadian institutionsMcGill University
Fundersnot available
KeywordsMicroclimatePsychologySocial psychologyGeography

Abstract

fetched live from OpenAlex

A central proposition of motivational climate theory is that psychological climates are not like weather patterns—they're in the minds of groups and individuals. Drawing on evidence from achievement motivation research, we will elaborate on psychological climate as a subjective phenomenon. We also describe implications of this phenomenon for how researchers study classrooms and how to make them more psychologically supportive for students' learning, motivation, and wellbeing. In particular, studying classroom processes that effectively support students requires that researchers distinguish between what is actually going on in a context and what people in that context think about it, as well as between what the group and the individuals think about it. We outline recommendations for study design and analysis in the study of how teaching shapes students' psychological outcomes. We also elaborate on what researchers and practitioners can learn from the heterogeneous perceptions of students within the same classroom. Educational relevance statement The future of learning includes not only ensuring students are able to learn concepts and disciplinary skills, but also that they are able to become the best versions of themselves, to become forces for good in the world and in their communities, and to experience inclusion, support, and joy in school along the way. To accomplish these goals, the essential ingredients of psychologically sustaining school contexts must be well understood, but currently researchers don't have clear or consistent ways to think about and study these essential ingredients. Motivational climate theory contributes clarity to the understanding of psychologically sustaining school contexts by identifying three important processes: motivational supports, motivational climates, and motivational microclimates. Understanding how these three processes work together in classrooms provides a tool for educators to consider metrics of effectiveness for their practices and to more effectively pinpoint promising targets for intervention or changes in practice.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.073
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.001
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.039
GPT teacher head0.314
Teacher spread0.275 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it