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Framing Biases in Plea Bargaining Decisions in Those With and Without Criminal Involvement: Tests of Theoretical Assumptions 有和没有犯罪参与的辩诉交易决策中的框架偏见:理论假设的检验
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-02-02 DOI: 10.1002/bdm.70008
Valerie F. Reyna, Krystia Reed, Alisha Meschkow, Vincent Calderon, Rebecca K. Helm

About 95% of criminal convictions in the United States are obtained through plea decisions, a growing global practice. Courts justify these convictions based on defendant choice—defendants, as rational agents, can freely choose to plead guilty or go to trial. However, a fundamental axiom of rational choice—descriptive invariance—has never been effectively tested for plea decisions. To test this axiom, we manipulated gain–loss framing of plea options. The shadow-of-trial model, the leading theory of plea decision-making, is predicated on expected utility theory which is in turn predicated on the invariance axiom; if the axiom is falsified, the entire structure collapses. Thus, framing effects are important as a test of fundamental assumptions undergirding practice and as an empirical phenomenon revealing effects of context. We tested framing effects in students and community members including those with criminal involvement for whom plea bargaining has personal relevance. Varying subtle changes in wording of outcomes, we produced pronounced differences in choices to accept a plea rather than proceed to trial. These framing effects were robust to age, sex, educational attainment, risk propensity (DOSPERT and sensation seeking), and loss aversion. Perceived fairness of the legal system increased acceptance and risk propensity decreased it (each about 32%). However, controlling for those effects, loss (compared to gain) framing increased the odds of going to trial by 664%. Criminal involvement did not account for additional variance. These results are consistent with prospect theory and fuzzy-trace theory, but they challenge the legal theory of bargaining in “the shadow of trial.”

在美国,大约95%的刑事定罪是通过认罪判决获得的,这是一种日益增长的全球做法。法院根据被告的选择来为这些定罪辩护——被告作为理性的代理人,可以自由地选择认罪或接受审判。然而,理性选择的一个基本公理——描述不变性——从未在认罪判决中得到有效检验。为了验证这个公理,我们操纵了认罪选项的得失框架。作为辩诉决策的主导理论,审判阴影模型以期望效用理论为基础,而期望效用理论又以不变性公理为基础;如果公理被证伪,整个结构就会崩溃。因此,框架效应作为对实践基础假设的检验和作为揭示情境效应的经验现象是很重要的。我们在学生和社区成员中测试了框架效应,包括那些有犯罪前科的人,他们认为辩诉交易具有个人相关性。由于对结果的措辞有细微的改变,我们在选择接受辩诉而不是继续进行审判方面产生了明显的差异。这些框架效应与年龄、性别、受教育程度、风险倾向(DOSPERT和感觉寻求)和损失厌恶有关。感知到的法律体系的公平性增加了接受度,而风险倾向降低了接受度(各约32%)。然而,在控制这些影响的情况下,失分(与失分相比)使上法庭的几率增加了664%。涉及犯罪并不能解释额外的差异。这些结果与前景理论和模糊追踪理论是一致的,但对“审判阴影下”议价的法律理论提出了挑战。
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引用次数: 0
Ratio Bias Across Cultures and Disciplines: How Academic Background Shapes Statistical Decision-Making 跨文化和学科的比例偏差:学术背景如何影响统计决策
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-01-28 DOI: 10.1002/bdm.70010
Jochen Baumeister, Bernhard Streicher, Eva Lermer

Ratios are an instrumental component of the communication of probabilities such as COVID incidence rates, side effects of medical drugs, or political decision-making; hence, they are a critical component of an individual's statistical decision-making. Research on the ratio bias has shown inconsistent results based on six major shortcomings which we surmount by replicating an identical experiment with students in Germany, Turkey, and Italy, with a physical, textual, and graphical depiction, and accounting for different levels of exposure to probabilities. In six studies (N = 1338), we show that lower exposure to probabilities leads to significantly more ratio bias–conform choices. The results also suggest that higher levels of statistical numeracy and risk literacy reduce ratio bias–conform choices. Our contribution helps to better understand the ratio bias concerning different populations and highlights different baselines for ratio bias–conform choices among subgroups in the population.

比率是传达诸如COVID发病率、医疗药物副作用或政治决策等概率的重要组成部分;因此,它们是个人统计决策的关键组成部分。对比例偏差的研究表明,基于六个主要缺陷,我们通过对德国、土耳其和意大利的学生进行相同的实验,用物理、文字和图形描述,并考虑不同程度的概率暴露,克服了这些缺陷。在6项研究中(N = 1338),我们发现较低的概率暴露会导致更多符合比例偏差的选择。结果还表明,较高水平的统计计算能力和风险识字率降低了比例偏差符合的选择。我们的贡献有助于更好地理解不同人群的比例偏差,并强调了人群中亚组中符合比例偏差选择的不同基线。
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引用次数: 0
Generous Returners, Vanishing Refunds: How Consumers Spend Monetary Refunds of Returns 慷慨的退货者,消失的退款:消费者如何消费退货的货币退款
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-01-28 DOI: 10.1002/bdm.70009
Ata Jami

For every $100 spent on retail industry, consumers on average return $14.50 value of products to retailers, and they receive the amount they originally paid as a refund. The refund money is fungible, and it can be freely spent on other items or be saved. This research examines consumers' propensity to spend return refunds and the types of products they purchase with return refunds. Across 10 studies (N = 2710), I show that people are more likely to make a purchase and to purchase hedonic products when they are spending return refunds versus money typically used for purchases. Examining the psychological mechanism underlying this effect, I show that consumers are more likely to spend return refunds because they perceive a lower psychological loss and experience less pain of paying when spending refund money than when spending other regularly available monetary sources. Hence, receiving return refunds has a stronger effect on the spending behavior of people who chronically experience an intense pain of paying (i.e., “tightwads”) than those who experience less pain (i.e., “spendthrifts”). Moreover, this research shows that neither payment depreciation nor the perception of a return refund as a windfall fully explain how people choose to spend it. In sum, individuals have a different psychological experience when they spend return refunds versus other conventional monetary sources.

消费者在零售业中每消费100美元,平均会向零售商返还价值14.50美元的产品,并获得他们最初支付的金额作为退款。退款的钱是可替代的,可以自由地花在其他项目上或存起来。本研究考察了消费者消费退款的倾向以及他们用退款购买的产品类型。在10项研究中(N = 2710),我发现当人们用退款而不是通常用于购物的钱时,他们更有可能购买和购买享乐产品。通过研究这一效应背后的心理机制,我发现消费者更有可能消费退款,因为与消费其他常规可用的货币来源相比,他们认为退款带来的心理损失更小,支付时的痛苦也更少。因此,接受退款对那些长期经历强烈支付痛苦的人(即“吝啬鬼”)的消费行为的影响比那些经历较少痛苦的人(即“挥金如土”)的影响更大。此外,这项研究表明,无论是付款折旧还是将退货视为意外之财的看法,都不能完全解释人们如何选择花钱。总而言之,当个人使用退款与使用其他传统货币来源时,他们会有不同的心理体验。
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引用次数: 0
Correction to The assessment of affective decision-making: Exploring alternative scoring methods for the Balloon Analog Risk Task and Columbia Card Task 对情感性决策评估的修正:探索气球模拟风险任务和哥伦比亚卡任务的替代评分方法
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-01-17 DOI: 10.1002/bdm.70005

Sambol, S., Suleyman, E., & Ball, M. (2024). The assessment of affective decision-making: Exploring alternative scoring methods for the Balloon Analog Risk Task and Columbia Card Task. J Behav Dec Making, 37: e2367. https://doi.org/10.1002/bdm.2367.

The textual descriptions of these correlations in the manuscript are already accurate and reflect the intended relationships, so they do not require any changes. However, the table itself needs updating to reflect the corrected information.

We apologize for this error.

Sambol, S., Suleyman, E.;M.鲍尔(2024)。情感性决策的评估:探索气球模拟风险任务和哥伦比亚卡任务的替代评分方法。[J] .机械工程学报,2016,32(3):559 - 567。https://doi.org/10.1002/bdm.2367。手稿中对这些相关性的文字描述已经是准确的,并且反映了预期的关系,因此它们不需要任何更改。但是,表本身需要更新以反映正确的信息。我们为这个错误道歉。
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引用次数: 0
Determinants of Economic Risk Preferences Across Adolescence 青少年经济风险偏好的决定因素
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-01-15 DOI: 10.1002/bdm.70007
Yubing Zhang, Colin F. Camerer, Sarah M. Tashjian

This study examined economic risk preferences using a multidimensional approach in adolescents and young adults (N = 444, ages 13–27). Despite the two major theoretical approaches in adolescent economic risk-taking—socioemotional theories and fuzzy-trace theory—comparatively little is known about the role of incidental affective factors in economic risk-taking. We tested six demographic and psychological determinants (age, gender, positive/negative affect, state anxiety, and indecision) on two economic risk decision tasks (loss aversion and skewness). Adolescents reported higher positive affect and lower negative affect than adults, but anxiety and indecision were age-invariant. Women showed lower positive affect and higher negative affect, state anxiety, and indecision compared to men. We found women to be more loss-averse; all other factors were not related to loss aversion. Adolescents were equally likely to accept symmetric and skewed gambles, whereas adults had more nuanced preferences. Adolescents also demonstrated a reduced bias toward negatively skewed risks compared to young adults, but both groups showed similar preferences for positively skewed and symmetric risks. These results support fuzzy-trace theory's prediction of age-related shifts from verbatim to gist representations: More verbatim processing during adolescence facilitated risk-taking in negatively skewed risks, diverging from prospect theory. Positive affect shifted risk preference for adolescents and young adults in divergent directions—adolescents favored symmetrical risks more, while adults favored negatively skewed risks more. These patterns illustrate that adolescents and young adults in positive moods demonstrate risk preferences that are rare for their developmental stage, with potentially detrimental consequences depending on the choice at hand.

本研究使用多维方法考察了青少年和年轻人的经济风险偏好(N = 444,年龄13-27岁)。尽管青少年经济风险承担的两种主要理论方法是社会情绪理论和模糊痕迹理论,但人们对附带情感因素在经济风险承担中的作用知之甚少。我们在两个经济风险决策任务(损失厌恶和偏度)上测试了六个人口统计学和心理决定因素(年龄、性别、积极/消极影响、状态焦虑和优柔寡断)。青少年报告的积极情绪比成年人高,消极情绪比成年人低,但焦虑和优柔寡断是年龄不变的。与男性相比,女性表现出较低的积极影响和较高的消极影响、状态焦虑和优柔寡断。我们发现女性更厌恶损失;所有其他因素都与损失厌恶无关。青少年同样可能接受对称和扭曲的赌博,而成年人则有更微妙的偏好。与年轻人相比,青少年也表现出对负偏倚风险的偏好减少,但两组对正偏倚和对称风险的偏好相似。这些结果支持模糊痕迹理论对从逐字到主旨表征的年龄相关转变的预测:青春期更多的逐字加工促进了负向倾斜风险的冒险,与前景理论不同。积极影响在不同方向上改变了青少年和年轻人的风险偏好——青少年更倾向于对称风险,而成年人更倾向于消极扭曲风险。这些模式表明,处于积极情绪中的青少年和年轻人表现出在他们的发育阶段罕见的风险偏好,根据手头的选择,可能会产生有害的后果。
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引用次数: 0
Blaming the Strawless Brickmaker: Constraint Neglect in Judging Decision Quality 指责没有稻草的砖匠:决策质量判断中的约束忽视
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2025-01-07 DOI: 10.1002/bdm.70006
Xilin Li, Christopher K. Hsee

People often judge the quality of selection decisions made by others: The CEO of a firm may judge the quality of hiring decisions made by the firm's HR personnel; the readers of a journal may judge the quality of manuscript-acceptance decisions by the journal's editor. To accurately judge others' selection decision quality, evaluators should consider not only the outcome of the selection decisions but also the constraints of the decision-maker. For example, to judge the quality of the hiring decisions made by the HR personnel, the CEO should consider not only how many high-quality (vs. low-quality) candidates the HR personnel hired, but also how many high-quality (vs. low-quality) candidates applied, and how many candidates the HR personnel needed to hire. We theorize that evaluators tend to overlook these constraints, and, consequently, judge decision-makers who faced greater constraints as having made worse decisions than decisions-makers who faced lesser constraints, even if the former's decisions were actually as good as or better than the latter's. We refer to this phenomenon as Blaming the Strawless Brickmaker (from the saying “making bricks without straw”). Eight studies, employing mixed methods, demonstrate the Blaming-the-Strawless-Brickmaker effect, examine its underlying mechanism, and suggest ways to improve the quality of judged selection decision quality.

人们常常会判断他人做出的选择决策的质量:公司的首席执行官可能会判断公司人力资源人员做出的招聘决策的质量;期刊的读者可以判断期刊编辑是否接受稿件。为了准确判断他人的选择决策质量,评估者不仅要考虑选择决策的结果,还要考虑决策者的约束条件。例如,为了判断人力资源人员做出的招聘决策的质量,CEO不仅要考虑人力资源人员雇用了多少高素质(与低素质)的候选人,还要考虑有多少高素质(与低素质)的候选人申请了职位,以及人力资源人员需要雇用多少候选人。我们的理论是,评估者倾向于忽略这些约束,因此,判断面临较大约束的决策者比面临较小约束的决策者做出了更糟糕的决策,即使前者的决策实际上与后者一样好或更好。我们把这种现象称为责怪没有稻草的砖匠(源自谚语“巧妇难为无米之炊”)。八项研究采用混合方法,论证了“责怪没有稻草的砖匠”效应,考察了其潜在机制,并提出了提高判断选择决策质量的方法。
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引用次数: 0
Noisy Retrieval of Experienced Probabilities Underlies Rational Judgment of Uncertain Multiple Events 经验概率的噪声检索是对不确定多事件进行理性判断的基础
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2024-12-23 DOI: 10.1002/bdm.70002
Leonidas Spiliopoulos, Ralph Hertwig

Learning the probabilities of multiple events from the environment is an important core competency of any organism. In our within-participant experiment, participants experienced samples from two distributions, or prospects, each comprised of two to four events, and were required to provide simultaneous, rather than sequential, judgment of the likelihood of the complete set of observed events. Empirical calibration curves that map experienced probabilities to subjective probabilities reveal that the degree of underextremity (overestimation of low likelihood events and underestimation of high likelihood events) is strongly conditional on the number of judged events. We uncover two regularities conditional on the number of events that modify (a) the crossover points of the calibration curves with the identity line and (b) the gradient or sensitivity of probability judgments. We present a process model of elicited (subjective) probabilities that captures these empirical regularities. Experienced events recalled from memory may be erroneously attributed to the wrong events based on the similarity of event outcomes. We conclude that the observed miscalibration of probability judgments can be attributed to the noisy retrieval component of a rational process-based decision model. We discuss the implications of our model for the conflicting empirical findings of overweighting and underweighting in the decisions from experience literature. Finally, we show that reliance on small samples can be an ecologically rational strategy for a bounded rational decision-maker (subject to noisy recall), as aggregated subjective probabilities are closer to the ecological probabilities than the experienced (or sampled) probabilities are.

从环境中学习多个事件的概率是任何生物体的重要核心能力。在我们的参与者内实验中,参与者经历了来自两个分布或前景的样本,每个分布或前景由两到四个事件组成,并且被要求同时而不是顺序地对观察到的完整事件集的可能性进行判断。将经验概率映射到主观概率的经验校准曲线显示,欠极值程度(对低似然事件的高估和对高似然事件的低估)在很大程度上取决于判断事件的数量。我们发现了两个规律,这两个规律取决于事件的数量,这些事件修改了(a)校准曲线与恒等线的交叉点和(b)概率判断的梯度或灵敏度。我们提出了一个捕获这些经验规律的(主观)概率的过程模型。基于事件结果的相似性,从记忆中回忆起的经历事件可能被错误地归因于错误的事件。我们得出结论,所观察到的概率判断的误校准可归因于基于理性过程的决策模型的噪声检索成分。我们讨论了我们的模型对经验文献中决策中超重和减重的相互矛盾的实证结果的影响。最后,我们表明,对于有限理性决策者(受噪声召回影响)来说,依赖小样本可能是一种生态理性策略,因为总体主观概率比经验(或抽样)概率更接近生态概率。
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引用次数: 0
Cherry-Picking Tolerance About Untruthful News 对不真实新闻的选择性容忍
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2024-12-08 DOI: 10.1002/bdm.70003
Xilin Li, Christopher K. Hsee, Shu Wang

People are increasingly worried about untruthfulness in news reporting. We distinguish between two types of untruthfulness: apparent untruthfulness (containing false information) and consequential untruthfulness (giving readers a wrong impression of the truth). Consequential untruthfulness can be caused by both the presence of false information and cherry-picking (reporting only parts of the truth). Despite this, we find that people's perception of untruthfulness depends largely on apparent untruthfulness. Consequently, they treat news that cherry-picks information less negatively (e.g., less likely to criticize it and more likely to share it with others) than they treat news that contains false information, when the former is more consequentially untruthful than the latter. We dub this phenomenon as cherry-picking tolerance. We also find that prompting people to think about the consequence of the news report (i.e., the impressions people form after they read the news reports) will mitigate the cherry-picking tolerance. This research draws attention to the widespread practice of cherry-picking in news reporting and calls for a new look at what constitutes fake news.

人们越来越担心新闻报道中的不真实性。我们将不真实分为两类:表面上的不真实(包含虚假信息)和后果性的不真实(给读者留下错误的真实印象)。后果性不真实既可能由虚假信息造成,也可能由偷梁换柱(只报道部分真相)造成。尽管如此,我们发现人们对不真实性的感知主要取决于表面上的不真实性。因此,与包含虚假信息的新闻相比,当前者比后者更不真实时,人们对待偷换概念的新闻的负面态度会更少(例如,批评的可能性更小,与他人分享的可能性更大)。我们将这种现象称为 "挑剔容忍"。我们还发现,促使人们思考新闻报道的后果(即人们在阅读新闻报道后形成的印象)会减轻人们的 "偷梁换柱 "容忍度。这项研究引起了人们对新闻报道中普遍存在的 "偷梁换柱 "现象的关注,并呼吁人们重新审视什么是假新闻。
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引用次数: 0
Prescribing Agreement Improves Judgments and Decisions 处方协议可改进判决和决定
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2024-11-26 DOI: 10.1002/bdm.70004
Pavel V. Voinov, Günther Knoblich

We investigated whether prescribing agreement improves the quality of judgments and decisions. Participants were first asked to provide judgments or decisions individually. Then, they either revised their initial judgments and decisions based on a partners' response, or they provided a joint judgment agreed upon with their partner. In the latter condition, we allowed for a minimal communication protocol restricted to acceptance and rejection responses to each other's proposals. In the Agreement condition, participants improved both in a cognitive (Experiment 1a) and a perceptual decision task (Experiment 1b). The cognitive task agreement allowed participants to improve above the level of accuracy achieved with revision. Surprisingly, the prescribing agreement improved the quality of the initial independent decisions. In a judgment task (Experiment 2), the prescribing agreement led to more accurate judgments because partners weighed each other's judgments more equally than in the Revision condition where they gave higher weight to their own judgments. We conclude that prescribing agreement reduces egocentric discounting bias and motivates individuals to be more accurate. These results not only demonstrate that collective benefits in judgment and decision making can be accrued without verbal communication but also suggest potential limitations of this approach.

我们研究了规定协议是否能提高判断和决策的质量。首先要求参与者单独做出判断或决定。然后,他们要么根据伙伴的回应修改自己最初的判断和决定,要么提供与伙伴达成一致的共同判断。在后一种情况下,我们允许最低限度的交流协议,仅限于对彼此提议的接受和拒绝回应。在协议条件下,参与者在认知任务(实验 1a)和感知决策任务(实验 1b)中都有所提高。认知任务中的协议使参与者的准确率提高到了修改后的水平之上。令人惊讶的是,处方协议提高了最初独立决策的质量。在判断任务(实验 2)中,处方协议导致了更准确的判断,因为与修订条件相比,伙伴们更平等地权衡彼此的判断,而修订条件下,伙伴们更重视自己的判断。我们的结论是,规定协议减少了以自我为中心的贴现偏差,促使个体做出更准确的判断。这些结果不仅证明了在没有语言交流的情况下也能在判断和决策方面获得集体利益,而且也表明了这种方法的潜在局限性。
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引用次数: 0
Do We Use Relatively Bad (Algorithmic) Advice? The Effects of Performance Feedback and Advice Representation on Advice Usage 我们会使用相对糟糕的(算法)建议吗?性能反馈和建议表示对建议使用的影响
IF 1.8 3区 心理学 Q3 PSYCHOLOGY, APPLIED Pub Date : 2024-11-24 DOI: 10.1002/bdm.70001
Stefan Daschner, Robert Obermaier

Algorithms are capable of advising human decision-makers in an increasing number of management accounting tasks such as business forecasts. Due to expected potential of these (intelligent) algorithms, there are growing research efforts to explore ways how to boost algorithmic advice usage in forecasting tasks. However, algorithmic advice can also be erroneous. Yet, the risk of using relatively bad advice is largely ignored in this research stream. Therefore, we conduct two online experiments to examine this risk of using relatively bad advice in a forecasting task. In Experiment 1, we examine the influence of performance feedback (revealing previous relative advice quality) and source of advice on advice usage in business forecasts. The results indicate that the provision of performance feedback increases subsequent advice usage but also the usage of subsequent relatively bad advice. In Experiment 2, we investigate whether advice representation, that is, displaying forecast intervals instead of a point estimate, helps to calibrate advice usage towards relative advice quality. The results suggest that advice representation might be a potential countermeasure to the usage of relatively bad advice. However, the effect of this antidote weakens when forecast intervals become less informative.

在越来越多的管理会计任务(如商业预测)中,算法能够为人类决策者提供建议。鉴于这些(智能)算法的预期潜力,越来越多的研究致力于探索如何在预测任务中提高算法建议的使用率。然而,算法建议也可能是错误的。然而,在这一研究流中,使用相对较差建议的风险在很大程度上被忽视了。因此,我们进行了两项在线实验,以研究在预测任务中使用相对较差建议的风险。在实验 1 中,我们研究了绩效反馈(揭示以前的相对建议质量)和建议来源对在商业预测中使用建议的影响。结果表明,提供绩效反馈会增加后续建议的使用率,但也会增加后续相对较差建议的使用率。在实验 2 中,我们研究了建议表示法(即显示预测区间而不是点估计值)是否有助于根据相对建议质量校准建议使用情况。结果表明,建议表示可能是使用相对较差建议的潜在对策。然而,当预测区间的信息量变小时,这种解毒剂的效果就会减弱。
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引用次数: 0
期刊
Journal of Behavioral Decision Making
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