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Record W4400144815 · doi:10.46827/ejes.v11i6.5402

EXAMINING THE IMPACT OF COOPERATIVE LEARNING STRATEGIES ON STUDENT PERFORMANCE IN GEOGRAPHY, NINE YEARS BASIC EDUCATION PROGRAM, GS MUSHERI, MUSHERI SECTOR, RWANDA

2024· article· en· W4400144815 on OpenAlex
James Harindintwari, Josue Michel Ntaganira, Steven Mugunga, Betty Uwamahoro

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

VenueEuropean Journal of Education Studies · 2024
Typearticle
Languageen
FieldPsychology
TopicInnovative Teaching and Learning Methods
Canadian institutionsKwantlen Polytechnic University
Fundersnot available
KeywordsTeamworkJigsawSimple random sampleStratified samplingSample (material)Mathematics educationPsychologyPopulationCooperative learningGovernment (linguistics)Medical educationTeaching methodMathematicsMedicineStatisticsManagementChemistry

Abstract

fetched live from OpenAlex

The study concerns the impact of cooperative learning on students’ performance in Geography in nine years of primary education in Musheri Sector. The study used a descriptive survey design; 46 subjects were used as a sample from 230 as a target population. Stratified sampling and purpose sampling were used to get the sample size, questionnaires and interview guides were used to collect data, and Microsoft Excel was used to analyze the data. The study found that teachers use different cooperative learning methods, including jigsaw, think pair share, three-minute review, teamwork and group performance. The study found that 17.4% of the respondents revealed that teachers use round tables as the simple cooperative learning structure used in the G.S Musheri, enabling them to cover much content, build team spirit, and incorporate writing. Of 46 respondents, 36.9% indicated that the teacher's negative attitude led to the lack of effective use of corporative learning in the classroom. This was brought up by the issue of lack of teachers' motivation. The study recommends having assessments such as daily competitions, quizzes, tests, and other types of assessments to increase student performance. The study recommended that the government train teachers on cooperative learning skills as one way of helping students acquire knowledge, skills and attitudes and also to have continuous professional development for teachers on teaching and learning methods.<p> </p><p><strong> Article visualizations:</strong></p><p><img src="/-counters-/soc/0977/a.php" alt="Hit counter" /></p>

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)0.005
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.660
Threshold uncertainty score0.516

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.086
GPT teacher head0.446
Teacher spread0.360 · 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