Construct jangle or construct mangle? Thinking straight about (nonredundant) psychological constructs

IF 2.3 Q2 PSYCHOLOGY, SOCIAL
Gordon Hodson
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引用次数: 20

Abstract

Psychological science aims to make the abstract measurable and quantifiable. As psychologists it is our challenge and charge to capture complex abstractions (e.g., authoritarianism, prejudice, depression) accurately and with transparency. But recent concerns have been raised about the proliferation of constructs across psychology sub-disciplines, with construct redundancy now rife. Critics charge that we do not take seriously construct validity, especially discriminant validity, which exacerbates the replication crisis. Here the author outlines the problem and discusses at a conceptual level how latent modeling can aptly capture constructs and their interrelations without error, isolating and helping to circumvent construct validity problems. At the core of the issue lies a mathematical reality that seems to be largely ignored in psychology: if correlations within and between indicators of constructs are roughly comparable, their latent factors will correlate near-perfectly and thus be redundant. Thoughts about how the field arrived at this juncture are discussed, along with a recommendation to avoid using cute labels (e.g., jingle-jangle fallacies) to represent very serious problems (better labeled as construct redundancy fallacies). Recommendations for thinking straight about constructs, their validation, and their uniqueness, are offered.

构造jangle还是构造mangle?直接思考(非冗余的)心理结构
心理科学的目标是使抽象的东西可以测量和量化。作为心理学家,准确而透明地捕捉复杂的抽象概念(如威权主义、偏见、抑郁)是我们的挑战和责任。但最近人们开始关注心理学分支学科中构念的扩散,构念冗余现在很普遍。批评者指责我们没有认真对待建构效度,特别是区别效度,这加剧了复制危机。在这里,作者概述了这个问题,并在概念层面上讨论了潜在建模如何能够准确无误地捕获构造及其相互关系,隔离并帮助规避构造有效性问题。问题的核心在于一个数学现实,而这个现实似乎在很大程度上被心理学所忽视:如果构念指标内部和之间的相关性大致相当,那么它们的潜在因素就会近乎完美地相关,因此是多余的。讨论了该领域如何到达这个节点的想法,并建议避免使用可爱的标签(例如,jingle-jangle谬误)来表示非常严重的问题(最好标记为构造冗余谬误)。本文提供了直接思考结构、它们的有效性和唯一性的建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Theoretical Social Psychology
Journal of Theoretical Social Psychology Psychology-Social Psychology
CiteScore
3.50
自引率
0.00%
发文量
4
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