本科生心理学统计教科书是否与其潜在的认识论基础建立了联系?
Neal M Kingston1, Taylor D Wilson1, Rafael Quintana1
1Department of Educational Psychology, University of Kansas, Lawrence, KS, United States.
Frontiers in psychology
|October 15, 2025
概括
心理学统计教科书往往缺乏适当的认识论基础,阻碍了准确的统计推理. 本综述确定了需要改进的领域,以增强未来心理学家的方法论理解.
科学领域:
- 心理学 心理学 心理学
- 研究方法研究方法研究方法学
- 科学哲学的哲学科学哲学
背景情况:
- 心理学中的定量方法容易被误用和误解,可能导致研究有缺陷.
- 心理学家们对统计方法的广泛误解仍然存在.
- 知识学,即对知识的研究,是所有研究方法的基础.
研究的目的:
- 评估目前本科生心理学统计教科书的认识论基础.
- 识别教科书中阻碍适当统计推理的缺陷.
- 建议改进以提高未来心理学家的方法和统计理解.
主要方法:
- 著名的本科生心理学统计教科书的内容分析.
- 评估教科书如何将认识论原则与统计概念相结合.
- 评估关于统计推理的解释的清晰度和准确性.
主要成果:
- 目前的教科书经常无法为统计学概念提供足够的认识论基础.
- 量化方法的解释往往缺乏必要的哲学背景.
- 这种缺陷可能会导致错误的应用和错误的解释统计结果.
结论:
- 本科生心理学统计教科书需要大幅修订,以整合一个强大的认识论框架.
- 需要改进的教学方法来培养健全的统计推理.
- 解决这些问题对于推进心理学研究的严谨性至关重要.
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