Personality Science in the Digital Age: The Promises and Challenges of Psychological Targeting for Personalized Behavior-Change Interventions at Scale.

IF 10.5 1区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Perspectives on Psychological Science Pub Date : 2024-11-01 Epub Date: 2023-08-29 DOI:10.1177/17456916231191774
Sandra C Matz, Emorie D Beck, Olivia E Atherton, Mike White, John F Rauthmann, Dan K Mroczek, Minhee Kim, Tim Bogg
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Abstract

With the rapidly growing availability of scalable psychological assessments, personality science holds great promise for the scientific study and applied use of customized behavior-change interventions. To facilitate this development, we propose a classification system that divides psychological targeting into two approaches that differ in the process by which interventions are designed: audience-to-content matching or content-to-audience matching. This system is both integrative and generative: It allows us to (a) integrate existing research on personalized interventions from different psychological subdisciplines (e.g., political, educational, organizational, consumer, and clinical and health psychology) and to (b) articulate open questions that generate promising new avenues for future research. Our objective is to infuse personality science into intervention research and encourage cross-disciplinary collaborations within and outside of psychology. To ensure the development of personality-customized interventions aligns with the broader interests of individuals (and society at large), we also address important ethical considerations for the use of psychological targeting (e.g., privacy, self-determination, and equity) and offer concrete guidelines for researchers and practitioners.

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数字时代的人格科学:大规模个性化行为改变干预的心理定位承诺与挑战》(Personality Science in the Digital Age: The Promises and Challenges of Psychological Targeting for Personalized Behavior Change Interventions at Scale)。
随着可扩展的心理评估技术的迅速发展,人格科学为定制行为改变干预措施的科学研究和应用带来了巨大希望。为了促进这一发展,我们提出了一个分类系统,将心理定位分为两种方法,这两种方法在设计干预措施的过程中有所不同:受众与内容匹配或内容与受众匹配。这一系统既具有整合性,又具有生成性:它使我们能够(a)整合来自不同心理学分支学科(如政治、教育、组织、消费者、临床和健康心理学)的有关个性化干预的现有研究,以及(b)阐明开放性问题,为未来研究开辟有前景的新途径。我们的目标是将人格科学渗透到干预研究中,并鼓励心理学内外的跨学科合作。为了确保个性定制干预的发展与个人(以及整个社会)的更广泛利益相一致,我们还讨论了使用心理定位的重要伦理考虑(如隐私、自我决定和公平),并为研究人员和从业人员提供了具体的指导方针。
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来源期刊
Perspectives on Psychological Science
Perspectives on Psychological Science PSYCHOLOGY, MULTIDISCIPLINARY-
CiteScore
22.70
自引率
4.00%
发文量
111
期刊介绍: Perspectives on Psychological Science is a journal that publishes a diverse range of articles and reports in the field of psychology. The journal includes broad integrative reviews, overviews of research programs, meta-analyses, theoretical statements, book reviews, and articles on various topics such as the philosophy of science and opinion pieces about major issues in the field. It also features autobiographical reflections of senior members of the field, occasional humorous essays and sketches, and even has a section for invited and submitted articles. The impact of the journal can be seen through the reverberation of a 2009 article on correlative analyses commonly used in neuroimaging studies, which still influences the field. Additionally, a recent special issue of Perspectives, featuring prominent researchers discussing the "Next Big Questions in Psychology," is shaping the future trajectory of the discipline. Perspectives on Psychological Science provides metrics that showcase the performance of the journal. However, the Association for Psychological Science, of which the journal is a signatory of DORA, recommends against using journal-based metrics for assessing individual scientist contributions, such as for hiring, promotion, or funding decisions. Therefore, the metrics provided by Perspectives on Psychological Science should only be used by those interested in evaluating the journal itself.
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