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Weighting ratings: Are people adjusting for bias in extreme reviews? 加权评级:人们是否对极端评价中的偏见进行了调整?
IF 2.6 3区 心理学 Q2 PSYCHOLOGY, APPLIED Pub Date : 2023-10-30 DOI: 10.2139/ssrn.4245795
Neel Ocean
The increasing importance of consumer ratings raises the question of whether people adjust for potentially fake or biased extreme opinions when judging products. Two studies tested treatments that trimmed the extremes of rating distributions. Neither removing extreme ratings while preserving the mean, nor flagging suspicious extreme ratings, nor priming individuals about review manipulation significantly affect judged product quality on average. However, judgments for specific distributions may be made less extreme by flagging or trimming. On average, it is difficult to override usage of the mean rating as the strongest proxy for product quality. When a weighted-mean model is fitted, the estimated weighting profile is hump-shaped and asymmetric. Consumers appear to discount 5-star ratings but are particularly susceptible to being misled by disingenuous 1-star ratings. The weights suggest that there is a binary bias with an inflection point at 2-stars for product ratings, meaning that any rating above this broadly sends an equally strong positive signal of quality. Further theoretical work is required to understand how people form weights for ratings, and applied work should continue to search for decision aids that could help consumers to better adjust for review bias. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
消费者评价的重要性日益增加,这引发了一个问题,即人们在判断产品时是否会根据潜在的虚假或偏颇的极端观点进行调整。两项研究测试了减少评分分布极值的治疗方法。在保留平均值的同时去除极端评级,不标记可疑的极端评级,也不启动个人对评论操纵的影响显著影响被评判的平均产品质量。然而,对特定分布的判断可能会通过标记或修剪而变得不那么极端。平均而言,很难推翻使用平均评级作为产品质量的最强代理。当拟合加权均值模型时,估计的加权曲线呈驼峰状,且不对称。消费者似乎不相信五星评级,但特别容易被虚假的一星评级误导。权重表明,产品评级在2星处存在一个拐点,这意味着任何高于2星的评级都广泛地发出了同样强烈的质量积极信号。进一步的理论工作需要理解人们如何形成评级权重,应用工作应该继续寻找决策辅助工具,帮助消费者更好地调整评论偏见。(PsycInfo数据库记录(c) 2023 APA,版权所有)。
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引用次数: 0
Supplemental Material for Moral Paragons, but Crummy Friends: The Case of Snitching 道德模范的补充材料,但糟糕的朋友:告密的情况
3区 心理学 Q2 PSYCHOLOGY, APPLIED Pub Date : 2023-10-30 DOI: 10.1037/xap0000501.supp
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引用次数: 0
Supplemental Material for Scientists, Speak Up! Source Impacts Trust in Health Advice Across Five Countries 给科学家的补充材料,大声说出来!来源影响五个国家对健康咨询的信任
3区 心理学 Q2 PSYCHOLOGY, APPLIED Pub Date : 2023-10-30 DOI: 10.1037/xap0000500.supp
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引用次数: 0
Supplemental Material for Finding Your Roots: Do DNA Ancestry Tests Increase Racial (In)Tolerance? 补充材料寻找你的根:DNA血统测试增加种族容忍度吗?
3区 心理学 Q2 PSYCHOLOGY, APPLIED Pub Date : 2023-09-28 DOI: 10.1037/xap0000488.supp
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引用次数: 0
Effects of inductive learning and gamification on news veracity discernment. 归纳式学习和游戏化对新闻真实性辨别的影响。
IF 2.6 3区 心理学 Q2 PSYCHOLOGY, APPLIED Pub Date : 2023-09-01 Epub Date: 2023-03-02 DOI: 10.1037/xap0000458
Ariana Modirrousta-Galian, Philip A Higham, Tina Seabrooke

This preregistered study tests a novel psychological intervention to improve news veracity discernment. The main intervention involved inductive learning (IL) training (i.e., practice discriminating between multiple true and fake news exemplars with feedback) with or without gamification. Participants (N = 282 Prolific users) were randomly assigned to either a gamified IL intervention, a nongamified version of the same IL intervention, a no-treatment control group, or a Bad News intervention, a notable web-based game designed to tackle online misinformation. Following the intervention (if applicable), all participants rated the veracity of a novel set of news headlines. We hypothesized that the gamified intervention would be the most effective for improving news veracity discernment, followed by its nongamified equivalent, then Bad News, and finally the control group. The results were analyzed with receiver-operating characteristic curve analyses, which have previously never been applied to news veracity discernment. The analyses indicated that there were no significant differences between conditions and the Bayes factor indicated very strong evidence for the null. This finding raises questions about the effectiveness of current psychological interventions and contradicts prior research that has supported the efficacy of Bad News. Age, gender, and political leaning all predicted news veracity discernment. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

这项预先登记的研究测试了一种新的心理干预方法,以提高新闻真实性的辨别能力。主要干预措施包括有无游戏化的归纳学习(IL)训练(即在有反馈的情况下练习辨别多个真假新闻范例)。参与者(282 名 Prolific 用户)被随机分配到游戏化归纳学习干预组、非游戏化归纳学习干预组、无治疗对照组或 "坏消息 "干预组,"坏消息 "干预组是专门针对网络虚假信息而设计的著名网络游戏。干预结束后(如适用),所有参与者对一组新的新闻标题的真实性进行评分。我们假设游戏化干预对提高新闻真实性辨别力最有效,其次是非游戏化干预,然后是 "坏消息 "干预,最后是对照组干预。我们使用接收器-运算特征曲线分析法对结果进行了分析,这种方法以前从未应用于新闻真实性辨别。分析结果表明,不同条件之间没有显著差异,贝叶斯因子显示出非常有力的证据证明了空值。这一发现对当前心理干预的有效性提出了质疑,并与之前支持坏消息有效性的研究相矛盾。年龄、性别和政治倾向均可预测新闻真实性辨别力。(PsycInfo Database Record (c) 2023 APA, 版权所有)。
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引用次数: 0
Remembering what to do when the time comes: The effects of offloading in a complex prospective memory task. 记住时间到来时该做什么:在复杂的前瞻记忆任务中卸载的影响。
IF 2.6 3区 心理学 Q2 PSYCHOLOGY, APPLIED Pub Date : 2023-09-01 DOI: 10.1037/xap0000449
Craig Fellers, Toshiya Miyatsu, Benjamin C Storm

Two experiments examined the effects of cognitive offloading on a complex prospective memory task. Participants underwent a simulated telehealth examination in which they learned about dry eye disease and its treatment. They were asked to email the experimenter at 7:00 p.m., 2 days later, at which point they attempted to recall the medical information about dry eye. Participants in the offload condition were instructed to set a reminder; participants in the internal condition were not. At 7:15 p.m., all participants received an email requesting them to complete the free-recall test, allowing for an assessment of memory performance even when participants failed to email the experimenter. Participants in the offload condition significantly outperformed participants in the internal condition, both in terms of emailing the experimenter on time and in terms of completing the second phase of the experiment at all. No differences were observed regarding performance on the memory test. Results related to rehearsals, metacognitive judgments, and conscientiousness are also reported. Overall, the study provides new insight into how reminders can affect performance on a complex prospective memory task and how reminders may have the potential to be used in medical contexts to optimize patient outcomes. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

两个实验检验了认知卸载对复杂前瞻记忆任务的影响。参与者进行了模拟远程医疗检查,了解了干眼病及其治疗方法。他们被要求在两天后的晚上7点给实验者发电子邮件,此时他们试图回忆有关干眼症的医学信息。卸载条件下的参与者被要求设置一个提醒;内部条件下的参与者则不然。晚上7点15分,所有参与者都收到一封电子邮件,要求他们完成自由回忆测试,即使参与者没有给实验者发电子邮件,也可以对他们的记忆表现进行评估。卸载条件下的参与者表现明显优于内部条件下的参与者,无论是在按时给实验者发电子邮件方面,还是在完成第二阶段实验方面。在记忆测试中没有观察到任何差异。有关预演、元认知判断和尽责性的结果也被报道。总的来说,这项研究为提醒如何影响复杂的前瞻性记忆任务的表现以及提醒如何有可能在医疗环境中使用以优化患者结果提供了新的见解。(PsycInfo数据库记录(c) 2023 APA,版权所有)。
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引用次数: 1
Mitigating consequence insensitivity for genetically engineered crops. 减轻转基因作物的后果不敏感。
IF 2.6 3区 心理学 Q2 PSYCHOLOGY, APPLIED Pub Date : 2023-09-01 DOI: 10.1037/xap0000451
Yoel Inbar, Gabi Waldhof

Many opponents of genetically engineered (GE) food say that it ought to be prohibited regardless of the risks and benefits (Scott et al., 2016). If many people are truly unwilling to consider risks and benefits in evaluating GE technology, this poses serious problems for scientists and policymakers. In a large demographically-representative German sample (N = 3,025), we investigate consequence-insensitive beliefs about GE crops among GE supporters and opponents, as well as whether these beliefs can be mitigated. We find that a large majority of opponents and a substantial minority of supporters are consequence-insensitive: They say that risks and benefits are irrelevant to their views. At the same time, the responses of consequence-insensitive participants to subsequent belief probes show substantial flexibility. Participants often gave responses inconsistent with the unconditional prohibition or permission of GE crops. These results suggest that professed consequence insensitivity should be taken as an expression of a strong moral belief rather than as literal endorsement of policy. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

许多转基因食品的反对者表示,无论其风险和收益如何,都应该被禁止(Scott et al., 2016)。如果很多人真的不愿意在评估GE技术时考虑风险和收益,这就给科学家和决策者带来了严重的问题。在一个具有人口统计学代表性的大型德国样本(N = 3025)中,我们调查了转基因支持者和反对者对转基因作物的后果不敏感的信念,以及这些信念是否可以减轻。我们发现,绝大多数反对者和少数支持者对结果不敏感:他们说风险和收益与他们的观点无关。与此同时,结果不敏感的参与者对后续信念探测的反应表现出很大的灵活性。参与者的回答往往与无条件禁止或允许转基因作物的观点不一致。这些结果表明,自称对后果不敏感应该被视为一种强烈的道德信念的表达,而不是对政策的字面认可。(PsycInfo数据库记录(c) 2023 APA,版权所有)。
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引用次数: 0
The cure effect: Individuals demand universal access for health treatments that claim to eliminate disease symptoms. 治疗效果:个人要求普遍获得声称可以消除疾病症状的健康治疗。
IF 2.6 3区 心理学 Q2 PSYCHOLOGY, APPLIED Pub Date : 2023-09-01 DOI: 10.1037/xap0000479
Mathew S Isaac

The present research documents a cure effect, whereby individuals are more likely to demand affordable prices when health treatments (e.g., drugs, medications, therapies) claim to eliminate (vs. reduce) disease symptoms. This preference for low-priced "cures" contradicts the fundamental premise of value-based pricing, which would expect individuals to tolerate higher prices for cures because they are putatively more effective and therefore more valuable. Five studies with over 2,500 participants provide robust evidence for the cure effect and show that it occurs because individuals judge a health treatment's acceptable price by focusing predominantly on its communal value rather than its market value. Given that cures are associated with maximal effectiveness, they are disproportionately endowed with communal value and more likely to yield price judgments that reflect concerns about universal access. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

目前的研究记录了一种治愈效果,即当健康治疗(如药物、药物、疗法)声称消除(相对于减轻)疾病症状时,个人更有可能要求负担得起的价格。这种对低价“治疗”的偏好与基于价值的定价的基本前提相矛盾,后者期望个人能够容忍更高的治疗价格,因为它们被认为更有效,因此更有价值。有超过2500名参与者参与的五项研究为治疗效果提供了有力的证据,并表明它的发生是因为个人主要关注其公共价值而不是其市场价值来判断一种健康治疗的可接受价格。鉴于治疗与最大效果相关,它们被不成比例地赋予了公共价值,更有可能产生反映对普遍可及性关切的价格判断。(PsycInfo数据库记录(c) 2023 APA,版权所有)。
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引用次数: 0
Dynamic workload measurement and modeling: Driving and conversing. 动态工作量测量和建模:驱动和转换。
IF 2.6 3区 心理学 Q2 PSYCHOLOGY, APPLIED Pub Date : 2023-09-01 DOI: 10.1037/xap0000431
Spencer C Castro, Andrew Heathcote, Joel M Cooper, David L Strayer

Tillman et al. (2017) used evidence-accumulation modeling to ascertain the effects of a conversation (either with a passenger or on a hands-free cell phone) on a drivers' mental workload. They found that a concurrent conversation increased the response threshold but did not alter the rate of evidence accumulation. However, this earlier research collapsed across speaking and listening components of a natural conversation, potentially masking any dynamic fluctuations associated with this dual-task combination. In the present study, a unique implementation of the detection response task was used to simultaneously measure the demands on the driver and the nondriver when they were speaking or when they were listening. We found that the natural ebb and flow of a conversation altered both the rate of evidence accumulation and the response threshold for drivers and nondrivers alike. The dynamic fluctuations in cognitive workload observed with this novel method illustrate how quickly the parameters of cognition are altered by real-time task demands. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Tillman等人(2017)使用证据积累模型来确定谈话(与乘客或免提手机)对司机精神负荷的影响。他们发现,同时谈话增加了反应阈值,但没有改变证据积累的速度。然而,这项早期的研究在自然对话的说和听部分失败了,潜在地掩盖了与这种双重任务组合相关的任何动态波动。在本研究中,采用一种独特的检测响应任务来同时测量驾驶员和非驾驶员在说话或倾听时的需求。我们发现,谈话的自然起伏改变了证据积累的速度,也改变了司机和非司机的反应阈值。用这种新方法观察到的认知负荷的动态波动说明了实时任务需求如何迅速改变认知参数。(PsycInfo数据库记录(c) 2023 APA,版权所有)。
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引用次数: 1
AI composer bias: Listeners like music less when they think it was composed by an AI. 人工智能作曲家偏见:当听众认为音乐是由人工智能创作时,他们就不那么喜欢音乐了。
IF 2.6 3区 心理学 Q2 PSYCHOLOGY, APPLIED Pub Date : 2023-09-01 DOI: 10.1037/xap0000447
Daniel B Shank, Courtney Stefanik, Cassidy Stuhlsatz, Kaelyn Kacirek, Amy M Belfi

The use of artificial intelligence (AI) to compose music is becoming mainstream. Yet, there is a concern that listeners may have biases against AIs. Here, we test the hypothesis that listeners will like music less if they think it was composed by an AI. In Study 1, participants listened to excerpts of electronic and classical music and rated how much they liked the excerpts and whether they thought they were composed by an AI or human. Participants were more likely to attribute an AI composer to electronic music and liked music less that they thought was composed by an AI. In Study 2, we directly manipulated composer identity by telling participants that the music they heard (electronic music) was composed by an AI or by a human, yet we found no effect of composer identity on liking. We hypothesized that this was due to the "AI-sounding" nature of electronic music. Therefore, in Study 3, we used a set of "human-sounding" classical music excerpts. Here, participants liked the music less when it was purportedly composed by an AI. We conclude with implications of the AI composer bias for understanding perception of AIs in arts and aesthetic processing theories more broadly. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

利用人工智能(AI)作曲正在成为主流。然而,有人担心听众可能对人工智能有偏见。在这里,我们测试了一个假设,即如果听众认为音乐是由人工智能创作的,他们会不那么喜欢音乐。在研究1中,参与者听了电子音乐和古典音乐的选段,并对他们对这些选段的喜欢程度进行了评分,以及他们认为这些选段是由人工智能还是人类创作的。参与者更有可能将人工智能作曲家归因于电子音乐,并且不太喜欢他们认为由人工智能作曲的音乐。在研究2中,我们通过告诉参与者他们听到的音乐(电子音乐)是由人工智能或人类创作的,直接操纵作曲家身份,但我们发现作曲家身份对喜好没有影响。我们假设这是由于电子音乐“听起来像人工智能”的性质。因此,在研究3中,我们使用了一组“人性化”的古典音乐节选。在这里,参与者不太喜欢据称由人工智能作曲的音乐。我们总结了人工智能作曲家偏见对更广泛地理解艺术和美学处理理论中人工智能感知的影响。(PsycInfo数据库记录(c) 2023 APA,版权所有)。
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引用次数: 6
期刊
Journal of Experimental Psychology-Applied
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