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Monetary Priming Reduces Children's Sensitivity to Variations in Potential Gain Magnitude in a Cheating Scenario 货币启动降低儿童对作弊情景中潜在收益幅度变化的敏感性
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-07-10 DOI: 10.1002/bdm.70027
Łukasz Markiewicz, Agata Trzcińska

This study examines whether monetary priming increases children's cheating and moderates the effect of prize attractiveness on their cheating behavior. While rational economic theory suggests that individuals cheat more when incentives are greater, previous findings have been inconsistent. We propose that monetary priming could explain these mixed results, hypothesizing that it may not only increase cheating but also influence sensitivity to reward magnitude. We conducted a quasi-experimental study in which children (7–10 years old, N = 178) were primed (or not) with money (real or symbolic money) before participating in a “roll a die” task that determined the number of rewards they could obtain. This task utilized an electronic die (DICE+), which enabled us to identify both actual and self-reported values of die rolls. As expected, monetary priming (both real and symbolic) increased cheating among the children. Furthermore, our results demonstrated that while participants were more inclined to cheat for more attractive prizes in non-monetary priming conditions, they became insensitive to the attractiveness of potential gains after monetary priming. These findings suggest that monetary priming may activate a business decision frame in which rewards of any size can prompt action, and proportionality is not taken into account. Our results may help explain inconsistencies in previous studies on the relationship between incentives and cheating, suggesting that unintentional monetary priming (e.g., through monetary incentives) in some experiments could mask the effects of reward size.

本研究考察了金钱启动是否会增加儿童的作弊行为,并调节奖品吸引力对其作弊行为的影响。虽然理性经济学理论认为,当激励更大时,个人会更多地作弊,但之前的研究结果并不一致。我们提出,货币启动可以解释这些复杂的结果,假设它不仅会增加作弊行为,还会影响对奖励大小的敏感性。我们进行了一项准实验研究,让7-10岁的儿童(N = 178)在参与“掷骰子”任务之前(决定他们可以获得的奖励数量)先启动(或不启动)金钱(真钱或象征性的钱)。这项任务使用了一个电子模具(DICE+),这使我们能够识别实际和自我报告的骰子滚动值。不出所料,金钱刺激(真实的和象征性的)增加了孩子们的作弊行为。此外,我们的研究结果表明,尽管参与者在非货币启动条件下更倾向于为了更有吸引力的奖品而作弊,但他们对货币启动后潜在收益的吸引力变得不敏感。这些发现表明,货币启动可能会激活一个商业决策框架,在这个框架中,任何规模的奖励都可以促使行动,而不成比例性则不被考虑在内。我们的研究结果可能有助于解释之前关于激励和欺骗之间关系的研究的不一致性,表明在一些实验中无意的货币启动(例如,通过货币激励)可能掩盖奖励大小的影响。
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引用次数: 0
Does Time Pressure Alter the Affect Gap in Risky Choice? 时间压力会改变风险选择的影响差距吗?
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-07-08 DOI: 10.1002/bdm.70028
R. Philips, T. Pachur, C. Vögele, D. Brevers

People often exhibit systematic differences in their risky choices when decisions elicit high anticipatory affect compared to choices that are relatively affect-poor—typically showing lower decision quality and greater risk aversion. This affect gap can be modeled by assuming that people use a compensatory strategy (i.e., a strategy that weighs outcomes against their probability of occurring) in affect-poor choices, but a simple non-compensatory strategy that considers outcome but ignores probability information in affect-rich choices. The reasons for this difference in strategy selection, however, are not yet understood. To examine whether the affect gap may reflect that in affect-rich choices, cognitive resources are more strongly taxed (leading to a simplification of the underlying decision strategy), we investigated whether the affect gap is impacted by a time pressure manipulation. Participants were asked to choose between affect-rich prospects (medical lotteries) and economically equivalent but relatively affect-poor prospects (monetary lotteries), either without a time constraint or under time pressure. The results indicated that the affect gap manifested similarly under time pressure as without time pressure. Specifically, differences between affect-rich and affect-poor choices in strategy selection did not differ between time pressure conditions, and differences in decision quality and risk aversion were even slightly attenuated under time pressure. The findings suggest that the differences in decision behavior between affect-rich and affect-poor choices are not driven by cognitive constraints. We discuss the potential psychological mechanisms involved in the affect gap.

当决策引起高预期影响时,人们在做出风险选择时,往往会表现出系统性的差异,而相比之下,影响相对较差的选择通常表现出较低的决策质量和更大的风险厌恶。这种影响差距可以通过假设人们在影响差的选择中使用补偿策略(即权衡结果与其发生概率的策略),而在影响多的选择中使用考虑结果但忽略概率信息的简单非补偿策略来建模。然而,这种策略选择差异的原因尚不清楚。为了检验情感差距是否反映了在情感丰富的选择中,认知资源的消耗更大(导致潜在决策策略的简化),我们研究了情感差距是否受到时间压力操纵的影响。参与者被要求在情感丰富的前景(医疗彩票)和经济上同等但相对较差的前景(金钱彩票)之间做出选择,要么没有时间限制,要么有时间压力。结果表明,时间压力下的影响差距与没有时间压力时相似。具体而言,在不同的时间压力条件下,情感丰富和情感贫乏的策略选择差异不存在差异,在时间压力条件下,决策质量和风险厌恶的差异甚至略有减弱。研究结果表明,情感丰富和情感贫乏的决策行为差异并不是由认知约束驱动的。我们讨论了情感缺口的潜在心理机制。
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引用次数: 0
Learning Processes in the Judge–Advisor System: A Neglected Advantage of Advice Taking 法官-顾问系统中的学习过程:被忽视的听取建议的优势
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-07-08 DOI: 10.1002/bdm.70029
Thomas Schultze, Alexander Stern, Stefan Schulz-Hardt

Previous research in the judge–advisor paradigm has focused on how judges utilize the wisdom of others by taking their advice and on the beneficial effect of receiving advice on judges' postadvice final judgments about the exact same problem. However, a completely different possibility of how judges might benefit from advice has been overlooked so far: Learning processes could improve the accuracy of judges' subsequent initial judgments from one problem to another problem on the same type of task as well. Hence, we test the assumption that advice can induce individual performance enhancements that differ as a function of the advisor's judgment accuracy. The results of three experiments support our hypothesis and indicate positive learning, particularly when participants receive high-quality advice. Furthermore, we show that external information about the advisor's accuracy is not crucial for the occurrence of these individual performance enhancements. In general, our results suggest that advice can have a positive effect on judges' subsequent initial judgments.

先前对法官-顾问范式的研究主要集中在法官如何通过接受他人的建议来利用他人的智慧,以及接受建议对法官就同一问题提出建议后的最终判断的有益影响。然而,迄今为止,法官如何从建议中受益的另一种完全不同的可能性被忽视了:学习过程也可以提高法官在同一类型任务中从一个问题到另一个问题的后续初步判断的准确性。因此,我们测试了这样一个假设,即建议可以诱导个人绩效的提高,这种提高是作为顾问判断准确性的函数而不同的。三个实验的结果支持我们的假设,并表明积极的学习,特别是当参与者得到高质量的建议时。此外,我们还表明,关于advisor的准确性的外部信息对于这些单个性能增强的发生并不重要。总的来说,我们的研究结果表明,建议可以对法官随后的初步判断产生积极影响。
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引用次数: 0
Mouse Cursor Movements in Cognitive Bias Tasks Reveal Underlying Processing Differences 认知偏差任务中的鼠标光标运动揭示了潜在的加工差异
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-07-07 DOI: 10.1002/bdm.70025
Jinjin Wu, George D. Farmer, Paul A. Warren

Biases are prevalent in human judgment and decision-making (JDM). Previous research has suggested that some biases might share common underlying causes and can be accounted for under dual-process theories in which fast and error-prone System 1 drives erroneous behavior. Here, we use an online paradigm to investigate similarities and differences in behavior across three commonly studied cognitive bias phenomena: cognitive reflection test (CRT), gambler's fallacy (GF), and conjunction fallacy (CF). These are all thought to emerge during biased System 1 processing. Critically, we examine both summative performance metrics and process tracing measures derived from mouse cursor movements and growth curve analysis (GCA). Summative performance in these tasks was broadly in line with previous studies, and we replicated correlations in accuracy between tasks (CRT vs. CF and CRT vs. GF). However, we found key differences in our GCA of mouse trajectories. Specifically, in the CRT and the CF tasks, participants tended to choose the incorrect option more quickly relative to the correct option, as might be expected. However, the opposite tendency was observed for GF—people tended to take longer to choose the wrong answer. We also found evidence from the mouse movement analyses for between-task differences in the extent to which participants were tempted by the option they did not choose. These findings challenge prominent dual-process accounts of JDM and highlight the potential of process tracing (and in particular mouse movement analyses) for revealing insights into cognitive processes.

偏见在人类判断和决策(JDM)中普遍存在。先前的研究表明,一些偏见可能有共同的潜在原因,可以在双过程理论下解释,在双过程理论中,快速且容易出错的系统1驱动错误行为。在这里,我们使用一个在线范式来研究三种常见的认知偏差现象:认知反射测试(CRT)、赌徒谬误(GF)和连接谬误(CF)的行为异同。这些都被认为是在有偏见的系统1处理过程中出现的。关键的是,我们检查了总结性性能指标和从鼠标光标移动和生长曲线分析(GCA)得出的过程跟踪指标。这些任务的总体表现与之前的研究大致一致,我们复制了任务之间的准确性相关性(CRT与CF和CRT与GF)。然而,我们发现了小鼠轨迹GCA的关键差异。具体来说,在CRT和CF任务中,与正确选项相比,参与者倾向于更快地选择错误选项,这可能是意料之中的。然而,在gf中观察到相反的趋势——人们倾向于花更长的时间来选择错误的答案。我们还从鼠标移动分析中发现了任务间差异的证据,即参与者被他们没有选择的选项所诱惑的程度。这些发现挑战了JDM的突出双进程描述,并强调了过程追踪(特别是鼠标运动分析)在揭示认知过程方面的潜力。
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引用次数: 0
Behavioral Research in the Shadow of Plea Bargaining 辩诉交易阴影下的行为研究
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-07-07 DOI: 10.1002/bdm.70031
David L. Faigman

Reyna, Reed, Meschkow, Calderon, and Helm experimentally extend to plea bargaining in criminal cases findings from numerous other behavioral contexts that how the bargain is framed affects decisions reached. Framing effects undermine the presumption among many in the law that plea decisions will be rational and made “in the shadow of trial.” This is an important extension of the psychological literature. However, given the complexity of the process of plea bargaining, and in particular, the fact that it is controlled by the prosecutor, involves bargaining with counsel, is done in secret, and there are few restrictions, the practical import of framing effects for reforming plea bargains is doubtful. Nonetheless, given that plea bargaining privileges efficiency over truth, the additional principle of fairness is too often missing from the plea bargain literature. Reyna et al. usefully bring that fundamental concern back into focus.

Reyna, Reed, Meschkow, Calderon和Helm通过实验将辩诉交易扩展到刑事案件中,从许多其他行为背景中发现,交易的框架如何影响达成的决定。框架效应破坏了许多法律界人士的假设,即认罪决定将是理性的,并将“在审判的阴影下”做出。这是心理学文献的重要延伸。但是,考虑到辩诉交易过程的复杂性,特别是由检察官控制,与律师进行交易,而且是秘密进行的,而且限制很少,因此,框架效应对辩诉交易改革的实际意义令人怀疑。尽管如此,鉴于辩诉交易将效率置于真相之上,在辩诉交易文献中,公平这一附加原则往往被忽略。Reyna等人有效地将这一基本问题带回到焦点上。
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引用次数: 0
Expert Decision-Making Complexity in New Industries: The Case of Security Analysts 新产业中的专家决策复杂性:以安全分析师为例
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-06-30 DOI: 10.1002/bdm.70026
Rajyalakshmi Kunapuli

This paper examines how expertise influences actors' decision-making complexity. Drawing from the research on expert decision-making, and using the context of security analysts following firms in a new industry, I argue that expert analysts engage in top-down, automatic information processing that affects the complexity of their evaluations. Further, I develop the construct of evaluative complexity, which indicates the extent of nuance, uncertainty and inclusion of diverse perspectives in analyst evaluations. Historical data from the early internet industry (from 1995 to 2005) of approximately 1800 analyst reports on the initial public offerings in the internet industry support my predictions that expert analysts—those with either prior experience or prior status—demonstrate lesser complexity in their evaluations of internet firms as compared to novice or low-status analysts. Specifically, in new industry contexts, expert analysts are more likely to assess new firms from unitary perspectives and convey more certainty in a context that calls for caution. My research aims to contribute to our understanding of the role of expertise in new domains and the differences in decision-making complexity between experts and novices.

本文考察了专业知识对行为者决策复杂性的影响。根据对专家决策的研究,并使用安全分析师在新行业中跟踪公司的背景,我认为专家分析师从事自上而下的自动信息处理,这会影响其评估的复杂性。此外,我发展了评估复杂性的结构,它表明了分析师评估中细微差别、不确定性和不同观点的程度。早期互联网行业(从1995年到2005年)大约1800份关于互联网行业首次公开募股的分析师报告的历史数据支持了我的预测,即专家分析师——那些有经验或有地位的人——在评估互联网公司时比新手或低地位的分析师表现出更少的复杂性。具体来说,在新的行业背景下,专家分析师更有可能从单一的角度评估新公司,并在需要谨慎的背景下传达更多的确定性。我的研究旨在帮助我们理解专业知识在新领域中的作用,以及专家和新手在决策复杂性方面的差异。
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引用次数: 0
Framing Biases in Plea Bargaining Decisions: Fairness Under the Law 辩诉交易决策中的框架偏见:法律下的公平
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-06-24 DOI: 10.1002/bdm.70024
Brent M. Wilson
<p>The traditional rational choice model assumes that people seek to maximize their own expected utility, without accounting for fairness, justice, or concern for the greater good. Reyna et al. (<span>2025</span>) provide a compelling empirical demonstration of how this model breaks down in the context of plea bargaining. Their innovative findings open the door to a wide range of new questions about how framing influences legal decision-making. Although the study focused on general attitudes toward the justice system, future research could build on this foundation by examining how the perceived fairness of a specific plea offer affects decision-making. Whether an offer feels fair is likely to play a central role in its acceptance or rejection. Across a range of contexts, fairness perceptions often shape behavior in ways that depart from the predictions of rational choice theory.</p><p>Rational decision-making often breaks down when an offer feels unfair, even if accepting it would serve everyone's best interest. Richard Thaler (<span>2015</span>) offers a particularly memorable example in his book <i>Misbehaving: The Making of Behavioral Economics</i>, illustrating how fairness concerns can interfere with efficient bargaining. The Coase theorem posits that when legal rights are clearly defined and parties can bargain without significant costs, they will negotiate to reach efficient outcomes based on who values the result most. Accordingly, no matter who “owns” something at the start, the final outcome will reflect who cares most about a specific result. Thaler had a tree in his backyard that stood close to the property line and regularly dropped leaves, making cleanup a hassle in the late fall. Whereas Thaler did not care much about the tree one way or another, his neighbor hated it and asked for it to be removed. Applying Coasean logic, Thaler proposed a seemingly efficient solution: Since the neighbor disliked the tree more than Thaler valued keeping it, the neighbor could arrange to have it removed at their own expense. But instead of accepting what a rational actor might see as a fair deal, the neighbor was offended, slammed the door, and never brought up the tree again. Despite being economically rational, the offer struck the neighbor as unfair. After all, it was Thaler's tree, so they felt he should be the one to bear the cost.</p><p>A more systematic demonstration of fairness overriding rational self-interest is found in the ultimatum game. In this two-player game, one person (the proposer) offers a split of a sum of money, and the other (the responder) decides whether to accept or reject the offer. If accepted, the money is divided as proposed. If rejected, both players receive nothing. Rational choice theory predicts that responders should accept any amount greater than zero, and proposers, anticipating this, should offer the smallest possible amount. However, this is not how people typically behave. Responders frequently reject low off
传统的理性选择模型假设人们寻求最大化自己的预期效用,而不考虑公平、正义或对更大利益的关注。Reyna等人(2025)提供了一个令人信服的实证证明,说明该模型在辩诉交易背景下是如何崩溃的。他们的创新发现为一系列关于框架如何影响法律决策的新问题打开了大门。虽然这项研究关注的是人们对司法系统的普遍态度,但未来的研究可以在此基础上,研究人们对特定认罪提议的公正性的感知如何影响决策。要约是否公平可能是决定接受或拒绝的关键因素。在各种情况下,公平观念往往会以偏离理性选择理论预测的方式塑造行为。当一个提议让人感觉不公平时,理性决策往往会崩溃,即使接受它符合每个人的最佳利益。理查德·塞勒(2015)在他的《行为不端:行为经济学的形成》一书中提供了一个特别令人难忘的例子,说明了公平问题如何干扰有效的讨价还价。科斯定理认为,当法律权利被明确界定,各方可以在没有重大成本的情况下进行谈判时,他们将根据谁最重视结果进行谈判,以达成有效的结果。因此,无论一开始是谁“拥有”某物,最终的结果都会反映出谁最关心某一特定结果。塞勒的后院有一棵树,离地产线很近,经常落叶,深秋的时候清理起来很麻烦。尽管塞勒并不怎么在乎这棵树,但他的邻居却讨厌它,要求把它移走。运用科斯的逻辑,塞勒提出了一个看似有效的解决方案:由于邻居对这棵树的厌恶程度超过了塞勒对保留这棵树的重视程度,邻居可以自费安排把它移走。但是,这位邻居并没有接受一个理性的行为者可能认为的公平交易,而是生气了,砰地关上了门,再也没有把树抬起来。尽管从经济上讲是合理的,但这个提议让邻居觉得不公平。毕竟,这是塞勒的树,所以他们觉得应该由他来承担成本。在最后通牒博弈中,公平凌驾于理性自利之上,这是一个更为系统的例证。在这个双人游戏中,一个人(提议者)提供一笔钱的分成,另一个人(回应者)决定是否接受或拒绝这个提议。如果被接受,这笔钱将按照提议进行分配。如果被拒绝,双方都一无所获。理性选择理论预测,回应者应该接受任何大于零的金额,而提议者,预计到这一点,应该提供尽可能小的金额。然而,这并不是人们通常的行为方式。回应者经常拒绝他们认为不公平的低报价,即使拒绝意味着什么也得不到。例如,如果提议者得到100美元,理性模型会建议提供1美元并保留99美元。然而,在实践中,低于20%的报价往往会被拒绝,而提议者往往会提出更高的报价,通常在40%到50%之间(g<s:1> th和Kocher 2014)。这些例子表明,人们通常会拒绝那些感觉不公平的提议,即使要为此付出个人代价。当一个提议被认为是不公平的,个人可能会拒绝它,以保持一种道德或关系的公平感,即使这样做按照传统标准是非理性的。这种动态与辩诉交易有着明显的相关性。被告可能不仅因为刑期或定罪的可能性而拒绝认罪,还因为认罪本身感觉不对。此外,出价的表达方式——尤其是作为损失——可能会强烈影响它给人的不公平感觉。考虑以下例子,说明框架如何影响行为是否被视为不公平。在Kahneman et al.(1991)的一项研究中,参与者被要求判断不同公司决策的公平性。在一个场景中,“一家公司正在赚取少量利润。它位于一个经历经济衰退的社区,失业率很高,但没有通货膨胀。公司决定今年减薪7%”(204)。在这种情况下,63%的受访者认为这种行为是不公平的。在另一种情况下,“一家公司正在赚取少量利润。它所处的社区正经历着经济衰退,失业率居高不下,通货膨胀率高达12%。公司决定今年只增加5%的工资。在这里,只有22%的人认为这种行为是不公平的。尽管这两种情况都会导致实际工资的相应下降,但第二种情况被认为是一种增长,从而大大降低了人们对不公平的看法。在一个涉及汽车销售的定价示例中也出现了类似的模式。在这种情况下,Kahneman等人。 (1991)向参与者展示了两种不同的场景,都是从一种流行的汽车型号短缺开始的,这将推迟两个月的交付。在一个版本中,参与者读到“一个经销商一直在以标价出售这些车”,现在定价比标价高200美元;71%的人认为这种增长是不公平的。在另一个版本中,参与者读到“一个经销商一直在以低于标价200美元的折扣出售这些汽车”,现在收取标价;只有42%的人认为这种变化不公平(203)。Kahneman等人令人信服地认为,“征收附加费(很可能被视为损失)被认为比取消折扣(减少收益)更不公平”(204)。这意味着,相对于收益框架,损失框架可以增强人们对不公平的感知,即使在期权相同的情况下也是如此。这一见解与Reyna等人(2025)研究的认罪协议框架直接相关。例如,一个版本的认罪协议被描述为“获得10年的自由”,而另一个版本则描述为“失去30年的自由”。如果失去框架的版本对参与者更不公平,这可以帮助解释在这种情况下观察到的更高的拒斥率。人们倾向于拒绝感觉不公平的提议,而损失往往被认为比可比的收益更不公平。另一个可能影响认罪协议是否公平的重要因素是被告实际上是无罪还是有罪。Reyna等人(2025)故意避免告诉参与者他们是假设自己是无辜的还是有罪的。这种设计选择可能是由Garnier-Dykstra和T. Wilson(2021)的发现所启发的,他们观察到框架效应在内疚状态下的令人困惑的逆转。在该研究中,当参与者被告知他们是无辜的时,标准框架效应(在损失框架下更大的请求拒绝)就会出现,这与Reyna等人的结果一致。然而,当参与者被告知他们有罪时,效果正好相反:损失框架的提议比收益框架的提议更容易被接受。尽管让被告的罪责模棱两可可以允许对框架效应进行独立于罪责的集中检查,但现实环境中的被告几乎肯定知道他们是否犯了罪。这些知识可能会强烈影响认罪协议的公平程度。对于那些知道自己是无辜的人来说,入狱的前景可能会从根本上感到不公平。事实上,Tor等人(2010)发现,无辜的参与者比有罪的参与者更不可能接受认罪协议,部分原因可能是出于对公平的担忧。Reyna等人(2025)提供了一个方法严谨、概念深刻的论证,说明得失框架如何影响辩诉交易的决定。他们的工作强调了与传统理性选择模型的重要背离,特别是在公平和正义观念经常指导行为的法律环境中。通过表明框架影响被告的选择,他们的研究为理解认罪决策背后的心理过程提供了有价值的基础。他们的发现也促使人们进一步探讨公平观念在这一背景下的作用。虽然这项研究关注的是对司法系统的更广泛的态度,但受他们工作启发的未来研究可能会研究对特定认罪提议的感知公平性如何影响其被接受或拒绝。考虑到现有的研究表明,人们经常拒绝他们认为不公平的提议,即使接受会符合他们的利益,这个问题就显得尤为重要。随着行为研究继续塑造我们对法律决策的理解,公平和框架可能仍然是核心主题。调查这些因素是如何相互作用的,特别是被告对自己有罪或无罪的认知,可能有助于澄清辩诉何时以及为何被拒绝。在Reyna等人(2025)的见解的基础上,未来的工作可以在司法系统中推进更多的心理知情和道德基础的决策模型。他们的工作为未来研究公平观念和框架如何影响现实世界法律环境中的决策奠定了坚实的基础。
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引用次数: 0
The Mere Audience-Size Effect: How Incidental Audience Non-Normatively Influences the Perceived Product Quality 单纯受众规模效应:偶然受众如何非规范地影响感知产品质量
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-06-24 DOI: 10.1002/bdm.70022
Tian Qiu, Xilin Li, Jingyi Lu

Previous research suggests that people may infer a product's quality from its audience size (i.e., the number of people who consume the product). However, this research cautions against the overuse of such inferences by identifying the mere audience-size effect: When audience size results from incidental factors (e.g., weather) and thus cannot accurately reflect product quality, people still perceive the quality of products with a large (vs. small) audience to be higher (vs. lower; Studies 1–3), leading to a misallocation of resources to these products. This effect weakens when people are prompted to compare diagnostic and nondiagnostic audience sizes (Study 4) and to deliberate on the cause of audience size before making quality judgments (Study 5). The mere audience-size effect is also less pronounced when people are familiar with a product (Study 6). The present study yields theoretical implications for overgeneralization and quality inference and practical implications for accurate resource commitment.

先前的研究表明,人们可能会从受众规模(即消费该产品的人数)来推断产品的质量。然而,本研究通过识别单纯的受众规模效应,对过度使用这种推论提出了警告:当受众规模是由偶然因素(如天气)造成的,因此不能准确反映产品质量时,人们仍然认为受众多(vs.少)的产品质量更高(vs.更低;研究1-3),导致这些产品的资源分配不当。当人们被提示比较诊断性和非诊断性观众数量(研究4),并在做出质量判断之前考虑观众数量的原因(研究5)时,这种效果减弱了。当人们熟悉产品时,单纯的受众规模效应也不那么明显(研究6)。本研究对过度概括和质量推断具有理论意义,对准确的资源承诺具有实际意义。
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引用次数: 0
Psychological and Behavioral Consequences of Confidence in Knowledge: An Exploratory Examination of General Public and JDM Researcher Perspectives 知识自信的心理和行为后果:普通公众和JDM研究者观点的探索性检验
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-06-10 DOI: 10.1002/bdm.70023
Andrew M. Parker, Annie H. Somerville, Rowan Kemmerly, Eric R. Stone

A cursory read of the popular press and the JDM research field suggest that they have very different beliefs regarding the consequences of confidence. And these beliefs have important consequences themselves. For individuals, how one views the consequences of confidence (and whether they are positive or negative) likely influences the extent to which one pursues the development of confidence and how one interprets confidence in others. For JDM researchers, their beliefs about the consequences of confidence inform research programs. For example, a belief that overconfidence leads to inappropriate medical treatments, legal advice, or investments suggests an emphasis on reducing overconfidence rather than on developing confidence. This paper aims to improve understanding of both the general public's and JDM researchers' beliefs about the consequences of confidence in knowledge. We present a general theoretical framework for thinking about the consequences of confidence, followed by two exploratory studies designed to access these beliefs, first with the general public and then with JDM researchers. We used structured, open-ended questioning to generate a large dataset (over 10,000 responses) of potential consequences of low confidence, high confidence, overconfidence, and underconfidence. Qualitative coding identified a broad set of respondent-generated beliefs regarding psychological and behavioral consequences, organized into antonym pairs (e.g., arrogant/high self-image vs. low self-image). Respondents made few distinctions between low confidence and underconfidence, viewing both negatively. However, the general public drew a sharp distinction between high confidence (described positively) and overconfidence (described negatively), a trend less prevalent among JDM researchers.

对大众媒体和JDM研究领域的粗略阅读表明,他们对自信的后果有非常不同的看法。这些信念本身有着重要的影响。对于个人来说,一个人如何看待自信的后果(以及它们是积极的还是消极的)可能会影响一个人追求自信发展的程度以及一个人如何解释他人的自信。对于JDM的研究人员来说,他们对自信后果的信念为研究项目提供了信息。例如,认为过度自信会导致不恰当的医疗、法律建议或投资的观点表明,要强调减少过度自信,而不是培养自信。本文旨在提高公众和JDM研究人员对知识信心后果的认识。我们提出了一个思考自信后果的一般理论框架,然后是两个旨在获得这些信念的探索性研究,首先是普通公众,然后是JDM研究人员。我们使用结构化的开放式问题来生成一个大型数据集(超过10,000个回答),其中包含低自信、高自信、过度自信和不自信的潜在后果。定性编码确定了一组广泛的被调查者产生的关于心理和行为后果的信念,这些信念被组织成反义词对(例如,傲慢/高自我形象vs低自我形象)。受访者对低信心和不自信几乎没有区别,对两者都持负面看法。然而,一般公众在高度自信(正面描述)和过度自信(负面描述)之间做出了明显的区分,这一趋势在JDM研究人员中不那么普遍。
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引用次数: 0
Development and Validation of the Calculated and Spontaneous Risk-Taking Scale (CASPRT) 计算与自发风险承担量表(CASPRT)的开发与验证
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-05-22 DOI: 10.1002/bdm.70020
Don C. Zhang, Rachel Williamson Smith

Risk preference is a key concept across social, economic, and decision sciences. While existing measures assess risk taking either as domain-specific preferences (e.g., finance and health) or as a general trait, they have largely overlooked individual differences in the narrow, domain-general aspects of risk preference. Drawing from a dual-process framework, we advance a multidimensional domain-general measure of risk preference. We develop and validate the Calculated and Spontaneous Risk-Taking Scale across seven studies (N = 2116). Results show (1) the two risk styles are moderately correlated and align with existing risk preference measures; (2) they are distinct from personality traits like the Big Five and cognitive traits like decision style; (3) calculated risk-takers show more variability in risk attitudes across contexts; (4) calculated risk-taking predicts adaptive outcomes (e.g., creativity and entrepreneurship), while spontaneous risk-taking predicts maladaptive behaviors (e.g., crime, safety violations); and (5) the scale is invariant across sex and age. Overall, calculated risk-takers engage in more adaptive risks, leading to healthier, more meaningful lives.

风险偏好是贯穿社会、经济和决策科学的一个关键概念。虽然现有措施要么将风险承担作为特定领域的偏好(例如,金融和卫生)评估,要么将其作为一般特征评估,但它们在很大程度上忽视了风险偏好这一狭隘的、一般领域方面的个体差异。从双过程框架中,我们提出了一种多维领域风险偏好的通用度量。我们在7项研究(N = 2116)中开发并验证了计算和自发风险承担量表。结果表明:(1)两种风险类型具有中等相关性,且与现有的风险偏好指标一致;(2)与五大人格特征和决策风格等认知特征存在显著差异;(3)计算型风险承担者在不同情境下的风险态度差异较大;(4)有计划的风险承担预测适应性结果(如创造力和创业精神),而自发的风险承担预测适应性不良行为(如犯罪、违反安全规定);(5)量表在不同性别和年龄之间是不变的。总的来说,经过深思熟虑的冒险者会承担更多的适应性风险,从而过上更健康、更有意义的生活。
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引用次数: 0
期刊
Journal of Behavioral Decision Making
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