ランダム・インターセプト・クロス・ラグド・パネル・フレームワークを使用して,数学における内在的動機と能力の信念の相互関係を再検討する
Patrick Paschke1, Ricarda Steinmayr1, Alica Mertens2
1Institute of Psychology, Technical University Dortmund, Dortmund, Germany.
Child development
|September 4, 2025
まとめ
この研究では,ランダム・インターセプト・クロス・レイグ・パネルモデル (RI-CLPMs) を使用して,能力の信念と内在的な動機の相互関係を調べました. 結果は,小学生におけるこれらの相互関係に対する証拠がほとんどないことを示した.
科学分野:
- 教育心理学
- 発達心理学
- 定量心理学
背景:
- 交差差のパネルモデル (CLPM) は,能力の信念と内在的な動機の相互関係に関する矛盾した結果をもたらしました.
- 特定の文脈における従来のCLPMからの因果推論の妥当性については懸念がある.
研究 の 目的:
- 能力の信念と内在的な動機の相互関係を調査する.
- ランダム・インターセプト・クロス・レイグ・パネルモデル (RI-CLPMs) を採用することで,CLPMの限界に対処する.
主な方法:
- 小学生を含む2つの独立したデータセットの分析 (N=670とN=542).
- 縦断的な関連性を評価するために,ランダム・インターセプト・クロス・レイグ・パネル・モデル (RI-CLPMs) を適用する.
- 能力の信念と内在的な動機を時間とともに測定する.
主要な成果:
- 能力の信念と内在的な動機の間の相互関係を支持する証拠はほとんど見つかりませんでした.
- RI-CLPMは,これらのコンストラクタ間のダイナミックな相互作用のより微妙な検討を提供しました.
結論:
- この発見は 能力の信念と 初期の学問的な発達における 本質的な動機の強い相互影響の概念に 異議を唱えています
- RI-CLPMのような方法論的進歩は,発達研究における正確な因果推論に不可欠です.
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