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Understanding the belief–behavior gap: Insights from attitudes research 理解信念-行为差距:来自态度研究的见解
IF 6.1 2区 管理学 Q2 BUSINESS Pub Date : 2025-12-21 DOI: 10.1002/jcpy.70011
Zakary L. Tormala, Derek D. Rucker

Belief change does not always lead to behavior change. This belief–behavior gap has received considerable atention, particularly in the context of misinformation. We expand upon ideas in the literature by offering additional insight derived from research on attitudes. Specifically, we propose that lessons from attitudes research can be applied to the belief–behavior relationship to further understand when belief change will and will not promote behavior change. We discuss the role of attitudes in determining how beliefs shape behavior, the value of measuring and targeting attitudes in research on behavior change, and factors that can influence the attitude–behavior relationship as a means to gain insight into the belief–behavior relationship. As part of our review, we also offer recommendations as to how belief-targeting interventions might be improved to increase their impact on downstream behavior.

信念的改变并不一定会导致行为的改变。这种信念与行为的差距受到了相当大的关注,特别是在错误信息的背景下。我们通过提供来自态度研究的额外见解来扩展文献中的观点。具体来说,我们建议态度研究的经验教训可以应用于信念-行为关系,以进一步了解信念改变何时会促进行为改变,何时不会促进行为改变。我们讨论了态度在决定信念如何塑造行为中的作用,在行为改变研究中测量和定位态度的价值,以及影响态度-行为关系的因素,以此作为深入了解信念-行为关系的手段。作为我们综述的一部分,我们还就如何改进以信念为目标的干预措施以增加其对下游行为的影响提出了建议。
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引用次数: 0
Changing beliefs or changing behavior? Understanding the belief-to-behavior process and intervening to curb the impact of misinformation 改变信念还是改变行为?了解从信念到行为的过程,并干预以抑制错误信息的影响
IF 6.1 2区 管理学 Q2 BUSINESS Pub Date : 2025-12-10 DOI: 10.1002/jcpy.70014
Hogeun Lee, Dolores Albarracín

A common assumption among scientists, journalists, and policymakers is that combating misinformation reliably changes behavior. However, the empirical evidence reveals that the belief–behavior association is often modest, variable, and context-dependent, raising critical questions about when and how to pursue belief versus behavior change. In this paper, we discuss the mechanisms by which beliefs influence behavior and the conditions under which addressing beliefs can change behavior. Specifically, we review the belief-to-behavior inference model, which proposes that beliefs influence behavior when (a) the belief is linked to a behavioral goal, (b) the inferential path from belief to behavior is relatively short, and (c) the belief–behavior association is preserved in memory. Our framework aligns intervention decisions with the cognitive architecture of belief–behavior correspondence and the intervention's goals, whether maximizing belief accuracy or behavioral impact. We also reviewed individual and social-structural interventions that are best suited for changing beliefs versus behavior, conceptually integrating interdisciplinary work on behavior change with the psychology of belief change.

科学家、记者和政策制定者的一个共同假设是,打击错误信息可以可靠地改变行为。然而,经验证据表明,信念-行为的关联通常是适度的、可变的、依赖于环境的,这就提出了关于何时以及如何追求信念与行为改变的关键问题。在本文中,我们讨论了信念影响行为的机制,以及解决信念可以改变行为的条件。具体来说,我们回顾了信念-行为推理模型,该模型提出信念在以下情况下影响行为:(a)信念与行为目标相关联,(b)从信念到行为的推理路径相对较短,(c)信念-行为关联保存在记忆中。我们的框架将干预决策与信念-行为对应的认知架构和干预目标保持一致,无论是最大化信念准确性还是行为影响。我们还回顾了最适合改变信念与行为的个人和社会结构干预措施,从概念上将行为改变的跨学科工作与信念改变的心理学相结合。
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引用次数: 0
Moving beyond the belief–behavior correlation question: Decision contexts facilitate beliefs' effects on behavior 超越信念-行为相关问题:决策环境促进信念对行为的影响
IF 6.1 2区 管理学 Q2 BUSINESS Pub Date : 2025-12-03 DOI: 10.1002/jcpy.70013
Clayton R. Critcher, Jeff Galak

Specific beliefs do not correlate with seemingly relevant behaviors for many reasons. Such correlations may be low even when beliefs perfectly cause behavior (e.g., because multiple beliefs compete for influence, because beliefs have various behavioral outlets). A belief may be a necessary precursor to, but not a guarantee of, a behavior. And most critically, belief–behavior correlations may depend on the context in which behavioral decisions are made. The present article complements Lee and Albarracín's focus on how beliefs can serve as logical premises from which behavioral intentions are deduced (belief-to-behavior inferences) by considering how specific contexts do or do not encourage the recruitment and potential application of beliefs. Behavioral decisions can be made entirely unprompted, because the context affords a behavioral opportunity, or because a prompt requires a decision be made. These distinctions can describe naturalistic decision making and research methodologies, suggesting details of the latter can encourage misleading conclusions about a belief's behavioral relevance. Although these considerations transcend the more specific interest in correcting misinformation, a specific concern with addressing political misinformation is discussed.

由于许多原因,特定的信念与看似相关的行为并不相关。即使信念完全导致行为,这种相关性也可能很低(例如,因为多种信念竞争影响力,因为信念有各种行为出口)。信念可能是行为的必要前提,但不是行为的保证。最关键的是,信念-行为的相关性可能取决于做出行为决定的背景。本文补充了Lee和Albarracín对信念如何作为逻辑前提的关注,通过考虑特定环境如何鼓励或不鼓励信念的招募和潜在应用,从而推断出行为意图(信念到行为的推论)。行为决策可以完全在没有提示的情况下做出,因为上下文提供了行为机会,或者因为提示需要做出决策。这些区别可以描述自然主义的决策和研究方法,表明后者的细节可能会导致关于信念行为相关性的误导性结论。尽管这些考虑超越了纠正错误信息的更具体的兴趣,但讨论了解决政治错误信息的具体关注。
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引用次数: 0
From beliefs to behavior: Clarifying the roles of attitudes and context 从信念到行为:澄清态度和环境的作用
IF 6.1 2区 管理学 Q2 BUSINESS Pub Date : 2025-12-01 DOI: 10.1002/jcpy.70012
Hogeun Lee, Dolores Albarracín

Two commentaries by Tormala and Rucker and by Critcher and Galak offer complementary perspectives on our target article, Changing Beliefs versus Changing Behavior. Tormala and Rucker emphasize attitudes as proximal determinants of behavior, underscoring the importance of attitude strength and measurement compatibility. Critcher and Galak propose a contextual continuum of decision making that situates belief influence within unprompted, opportunity-based, and prompted behavioral contexts, illustrating how contextual factors shape the recruitment of beliefs for specific actions. In this response, we clarify the relations among beliefs, attitudes, and context; address the misconception that our model overemphasizes inferential reasoning; and extend the framework to integrate evaluative and contextual determinants of behavior. This synthesis offers a comprehensive account in which attitudes function as inferential products of belief processing, while contexts determine when and how these processes are activated.

Tormala和Rucker以及Critcher和Galak的两篇评论为我们的目标文章《改变信念与改变行为》提供了互补的观点。Tormala和Rucker强调态度是行为的近端决定因素,强调态度强度和测量兼容性的重要性。Critcher和Galak提出了一个决策的语境连续体,将信念影响置于无提示的、基于机会的和提示的行为语境中,说明了语境因素如何塑造特定行动的信念招募。在这个回应中,我们澄清了信念、态度和环境之间的关系;解决我们的模型过分强调推理推理的误解;并扩展框架以整合行为的评估性和情境性决定因素。这种综合提供了一种全面的解释,其中态度作为信念处理的推断产物,而环境决定了这些过程何时以及如何被激活。
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引用次数: 0
To wait, or not to wait: The paradoxical effects of time metaphors on impatience 等待,还是不等待:时间隐喻对不耐烦的矛盾影响
IF 6.1 2区 管理学 Q2 BUSINESS Pub Date : 2025-11-23 DOI: 10.1002/jcpy.70007
Ankur Kapoor, Angela Y. Lee

This research explores the paradoxical effects of two different root metaphors of time—as resource and as motion—on impatience. We first show a conceptual correspondence between the two root metaphors: experiences associated with little time are often perceived as similar to those associated with time passing quickly, and experiences associated with ample time are often perceived as similar to those associated with time passing slowly. However, people's impatience exhibits opposite patterns for the corresponding metaphors: while people are less willing to wait when they have little versus ample time, they are more willing to wait when they experience time passing quickly versus slowly. This paradoxical effect arises because corresponding metaphors have opposite effects on perceived control and anticipated valence of the waiting time, which in turn lead to variations in impatience. Four studies (plus two in the Appendices S4 and S5) conducted across online, lab, and field settings support these findings. By identifying the relationship between the root metaphors of time-as-motion and time-as-resource and their paradoxical effects on impatience, this research contributes to the literatures on temporal cognition and intertemporal choice, and to the broader literature on the role of metaphors in consumer decision-making.

本研究探讨了时间的两个不同的根隐喻——资源和运动——对不耐烦的矛盾影响。我们首先展示了两个根隐喻之间概念上的对应关系:与时间短有关的经验通常被认为与时间过得快有关的经验相似,而与时间充裕有关的经验通常被认为与时间过得慢有关的经验相似。然而,在相应的隐喻中,人们的不耐烦表现出相反的模式:当时间少而时间充裕时,人们不太愿意等待,而当时间过得快而时间过得慢时,人们更愿意等待。这种矛盾效应的产生是因为相应的隐喻对感知控制和等待时间的预期价有相反的影响,从而导致不耐烦的变化。通过在线、实验室和实地环境进行的四项研究(加上附录S4和S5中的两项)支持这些发现。通过确定时间即运动和时间即资源的根隐喻之间的关系及其对不耐烦的矛盾效应,本研究有助于研究时间认知和跨期选择的文献,并有助于更广泛地研究隐喻在消费者决策中的作用。
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引用次数: 0
Anthropomorphizing personal goals as dependent persons empowers consumer goal pursuit 将个人目标拟人化为依赖的人,赋予消费者追求目标的能力
IF 6.1 2区 管理学 Q2 BUSINESS Pub Date : 2025-11-23 DOI: 10.1002/jcpy.70008
Ria Mishra, Ritu Mehta, Sara Kim

Psychological empowerment plays a crucial role in motivating individuals to pursue their goals. This research explores a unique method to empower consumers in their goal pursuit: anthropomorphizing goals as dependent persons in need of care. Through three studies, including an incentive-compatible study and a field study conducted at a hypermarket, we demonstrate that viewing personal goals as dependent persons who require care and nurturance (e.g., presenting a goal as a dependent person in a health app) can significantly enhance goal pursuit (e.g., choosing healthy snacks) by boosting psychological empowerment. We find that this motivational boost does not occur when a goal is simply anthropomorphized as any person (Study 1), when it is depicted as a dependent object (Study 1), or when it is anthropomorphized as an independent person (Study 2). This research contributes to a deeper understanding of motivation in goal pursuit and offers practical implications for marketers. Specifically, by using marketing communications to frame goals as entities that require care, marketers can help individuals foster a more engaging and empowering relationship with their aspirations.

心理授权在激励个人追求目标方面起着至关重要的作用。本研究探索了一种独特的方法来赋予消费者追求目标的能力:将目标拟人化为需要照顾的依赖者。通过三项研究,包括激励相容研究和在大型超市进行的实地研究,我们证明了将个人目标视为需要照顾和养育的依赖者(例如,在健康应用程序中以依赖者的身份呈现目标)可以通过增强心理赋权来显著增强目标追求(例如,选择健康零食)。我们发现,当一个目标被简单地拟人化为任何一个人时(研究1),当它被描述为一个依赖对象时(研究1),或者当它被拟人化为一个独立的人时(研究2),这种动机的提升都不会发生。本研究有助于加深对目标追求动机的理解,并为营销人员提供实践启示。具体来说,通过使用营销传播将目标框架为需要关注的实体,营销人员可以帮助个人与他们的愿望建立更有吸引力和授权的关系。
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引用次数: 0
Single paper meta-analysis is unavoidable 单篇论文荟萃分析是不可避免的
IF 6.1 2区 管理学 Q2 BUSINESS Pub Date : 2025-09-10 DOI: 10.1002/jcpy.1462
Blakeley B. McShane, Ulf Böckenholt

We advocate that the multiple studies of a common phenomenon that are featured in a typical behavioral research paper be jointly analyzed to provide a statistical summary of the set of studies as a whole. Indeed, we view such single paper meta-analysis as unavoidable in typical behavioral research papers because (i) such papers feature multiple studies of a common phenomenon, (ii) such papers contain summaries of those studies, and (iii) statistical summaries of studies (i.e., meta-analyses) are superior to non-statistical summaries of them. Nonetheless, the current dominant practice is for such papers to feature separate statistical analyses of the data from each of the studies but to contain a non-statistical summary of the multiple studies rather than a statistical summary. We believe that this is regrettable and therefore aim to rectify matters. Consequently, we review some considerations about meta-analysis and statistical analysis more broadly; compare single paper meta-analysis to traditional meta-analysis and illustrate its benefits via a case study; discuss and dismiss concern about single paper meta-analysis; and discuss single paper meta-analysis and the review process.

我们主张对一篇典型的行为研究论文中出现的一个共同现象的多项研究进行联合分析,以提供一组研究的总体统计总结。事实上,我们认为在典型的行为研究论文中,这样的单论文荟萃分析是不可避免的,因为(i)这样的论文以一个共同现象的多个研究为特征,(ii)这样的论文包含这些研究的摘要,(iii)研究的统计摘要(即荟萃分析)优于它们的非统计摘要。尽管如此,目前的主流做法是,这类论文对每项研究的数据进行单独的统计分析,但包含多项研究的非统计摘要,而不是统计摘要。我们认为这是令人遗憾的,因此我们打算纠正这一问题。因此,我们更广泛地回顾了有关元分析和统计分析的一些考虑因素;将单篇论文元分析与传统元分析进行比较,并通过案例分析说明其优点;讨论并消除对单篇论文荟萃分析的担忧;并讨论单篇论文的元分析和评审过程。
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引用次数: 0
Neighbors as strangers or friends? How consumer's self-construal affects the weight of neighbor information in residence decisions 邻居是陌生人还是朋友?消费者的自我建构如何影响邻居信息在居住决策中的权重
IF 6.1 2区 管理学 Q2 BUSINESS Pub Date : 2025-08-26 DOI: 10.1002/jcpy.70004
Xingning (Fiona) Qu, Linying (Sophie) Fan, Fengyan Cai

Although everyone must make decisions about where to live, we know little about how consumers perceive social interactions with neighbors and incorporate information about neighbors into their residence decisions. This article explores the impact of consumers' self-construal on the importance they attribute to neighbor information when choosing a residence. Across seven preregistered studies, including lab experiments and online surveys, the findings consistently show that independent consumers, compared with interdependent ones, place greater importance on information about potential neighbors. This tendency stems from independent consumers' stronger desire for social closeness with neighbors, prompting them to place more weight on information that will help them find neighbors with whom they could become friends.

虽然每个人都必须决定住在哪里,但我们对消费者如何看待与邻居的社会互动以及如何将邻居的信息纳入他们的居住决定知之甚少。本文探讨了消费者在选择住宅时,自我建构对邻居信息重要性的影响。在包括实验室实验和在线调查在内的七项预先注册的研究中,研究结果一致表明,与相互依赖的消费者相比,独立的消费者更重视潜在邻居的信息。这种趋势源于独立消费者更强烈地渴望与邻居保持社会亲密关系,这促使他们更加重视能够帮助他们找到可能成为朋友的邻居的信息。
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引用次数: 0
Comments on “Single paper meta-analysis is unavoidable” 评论“单篇论文荟萃分析是不可避免的”
IF 6.1 2区 管理学 Q2 BUSINESS Pub Date : 2025-08-26 DOI: 10.1002/jcpy.70002
S. Christian Wheeler, John G. Lynch, Duane T. Wegener, Jolynn Pek, Mark Matthews, Joel Huber

The method dialogue by Blakeley McShane and Ulf Böckenholt (2025) provides a strong critique of the way behavioral scholars have analyzed and presented their findings. The initial document was sent to four established scholars who agreed to provide open collaborative guidance to the authors. Following the accepted revised document, three of the four collaborating authors and others provide their final reactions below. Christian Wheeler summarizes and clarifies the recommendations of McShane and Böckenholt and assesses their effect on current research practices. He views that Single Paper Meta-analysis (SPM) improves theory development in the social sciences by enabling researchers to better understand the inherent variability in empirical relationships. He believes the focus on point and range effect estimates can beneficially move research away from a dichotomized world to a theoretically richer one that articulates the credibility and magnitude of effects. John Lynch acknowledges the costly current practice in which authors intuitively summarize the aggregate evidence across multiple studies. He advocates a shift in focus from estimates of probabilities of null hypotheses towards meaningful metrics specifying the change in the magnitude of a dependent variable. He also counters the claim that SPM might be fraudulently used to promote false conclusions by asserting that it encourages disclosure of evidence and promotes better communication of the heterogeneity of results from different studies. The null hypothesis of zero effect is never true, and the goal of meta-analysis should never be to test some null hypothesis of zero average effect. Wegener, Pek and Matthews celebrate the philosophical value of meta-analyses for evaluating multi-study empirical cases. They note that, especially in single paper settings, the hypothetical alternative of a true null effect remains a relevant hypothesis to reject, and SPM provides a more principled and accurate means of such assessments. SPM is better than human intuition at generating estimates of the aggregate effect across studies. As evidence, they show that researchers’ intuition influences perceived credibility of the aggregate effect across studies in ways that would not be justified by SPM. By providing a compact description of aggregate effects, SPM and related techniques can provide an improved assessment of the statistical reliability of a given effect.

Blakeley McShane和Ulf Böckenholt(2025)的方法对话对行为学者分析和呈现他们的发现的方式提出了强烈的批评。最初的文件被发给了四位知名学者,他们同意为作者提供开放的合作指导。在接受修改后的文档之后,四位合作作者中的三位和其他人提供了他们的最终反应如下。Christian Wheeler总结并澄清了McShane和Böckenholt的建议,并评估了它们对当前研究实践的影响。他认为,单论文荟萃分析(SPM)通过使研究人员更好地理解经验关系的内在变异性,促进了社会科学的理论发展。他认为,对点效应和范围效应估计的关注可以使研究从一个二分的世界转向一个理论上更丰富的世界,这个世界阐明了效应的可信度和规模。约翰·林奇承认,目前作者凭直觉总结多项研究的综合证据的做法代价高昂。他主张将重点从对零假设概率的估计转向指定因变量大小变化的有意义指标。他还反驳了SPM可能被欺骗性地用来促进错误结论的说法,他声称SPM鼓励证据的披露,并促进了不同研究结果异质性的更好交流。零效应的零假设永远不会成立,元分析的目标永远不应该是检验一些零平均效应的零假设。韦格纳、佩克和马修斯赞扬了元分析在评估多研究实证案例方面的哲学价值。他们指出,特别是在单篇论文的背景下,真实零效应的假设选择仍然是一个值得拒绝的相关假设,而SPM提供了一种更有原则性和更准确的评估方法。在产生跨研究的总体效应的估计方面,SPM比人类直觉更好。作为证据,他们表明研究人员的直觉以SPM无法证明的方式影响了研究中总体效应的感知可信度。通过提供对总体效应的简明描述,SPM和相关技术可以改进对给定效应的统计可靠性的评估。
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引用次数: 0
Obstacles and opportunities for sustainable consumption: A comprehensive conceptual model, literature review, and research agenda 可持续消费的障碍和机遇:综合概念模型、文献综述和研究议程
IF 6.1 2区 管理学 Q2 BUSINESS Pub Date : 2025-08-18 DOI: 10.1002/jcpy.70003
Eduardo B. Andrade, Yan Vieites

Meaningful shifts in consumption habits are essential to mitigate climate change and reduce global environmental degradation. Yet, despite the climate urgency and growing consumer concerns, the widespread adoption of sustainable behaviors has proven difficult. Why is this the case? How has the growing interdisciplinary field of sustainable consumption contributed to this debate? And where are the knowledge gaps? Guided by a comprehensive conceptual model, this article (a) delves into the key market, individual, and societal obstacles that hinder consumers from adopting more environmentally sustainable behaviors, (b) explores how practitioners and policymakers can help consumers minimize or circumvent these deterrents, and (c) highlights the pressing gaps in the literature, offering a roadmap for advancing our understanding of how to promote sustainable practices across the consumer journey—from search and purchase to usage and disposal.

有意义的消费习惯转变对于减缓气候变化和减少全球环境退化至关重要。然而,尽管气候问题迫在眉睫,消费者的担忧也日益增加,但事实证明,广泛采用可持续行为是很困难的。为什么会这样呢?可持续消费这一日益增长的跨学科领域是如何促成这场辩论的?知识差距在哪里?在一个全面的概念模型的指导下,本文(a)深入研究了阻碍消费者采取更环保的可持续行为的主要市场、个人和社会障碍,(b)探讨了从业者和政策制定者如何帮助消费者最大限度地减少或规避这些障碍,(c)强调了文献中紧迫的空白。提供了一个路线图,以提高我们对如何在消费者旅程中促进可持续实践的理解-从搜索和购买到使用和处置。
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引用次数: 0
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Journal of Consumer Psychology
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