コメントへの返信 "心理学の再現性を推定する"
Christopher J Anderson1, Štěpán Bahník2, Michael Barnett-Cowan3
1Russell Sage College, Troy, NY, USA. nosek@virginia.edu.
まとめ
心理学の再現性プロジェクトでは 成果は様々です ギルバートと仲間たち しかし,この結論は統計的誤差と選択的なデータ解釈によって制限されており,さらなる調査が必要である.
科学分野:
- 心理学
- 科学的方法論
背景:
- オープンサイエンス・コラボレーションの"再現性プロジェクト:心理学"は,心理学的発見の再現性を評価することを目的とした.
- 再現性を評価することは,科学的知識の信頼性と進歩にとって極めて重要です.
研究 の 目的:
- ギルバートらによる結論を批判的に評価する 心理学研究の再現性についてです
- 再現性を評価するために使用される統計的方法とデータ解釈を分析する.
主な方法:
- 心理学の再現性プロジェクトからのデータの再分析
- ギルバートらによる統計的仮定と推論の検討
- 再現性の文脈における相関データの解釈を批判する.
主要な成果:
- ギルバートと仲間たち プロジェクトの方法論に基づいて高い再現性を報告しました.
- ギルバートらによる評価 統計学的な誤解が原因です
- 選択的に解釈された相関データから因果的推論が導き出され,彼らの結論の楽観性を制限しました.
結論:
- 同じデータセットを用いて再現性に関する楽観的な結論と悲観的な結論の両方が可能である.
- 現在の証拠は,心理学の高いまたは低い再現性を決定的に結論付けるには不十分です.
- 心理学的研究の再現性を正確に評価するには,さらに厳格な分析が必要である.
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