Counterfactual reasoning and moral emotion attribution

Studies in the happy victimizer paradigm have shown that preschool children attribute positive emotions to a norm violator whereas older elementary-school children tend to attribute negative emotions. The current research explored the possibility that children's counterfactual reasoning ability (i.e., their capacity to imagine alternatives to reality) can explain this age difference in moral emotion attribution. In Study 1, 100 4- and 8-year-old children attributed significantly more negative emotions to victimizers in a counterfactual-prime condition, in which an alternative course of action was presented before the emotion attribution, than in a no-prime condition, where no counterfactual prompt was given. Counterfactual reasoning ability significantly predicted negative emotion attribution in the no-prime condition. In Study 2, the counterfactual reasoning of 143 4- and 8-year-old children significantly predicted negative emotion attribution to the victimizer. When controlling for counterfactual reasoning, focusing on the victim of a violation did not affect emotion attribution to the violator.     

Is reasoning from counterfactual antecedents evidence for counterfactual reasoning?

In most developmental studies the only error children could make on counterfactual tasks was to answer with the current state of affairs. It was concluded that children who did not show this error are able to reason counterfactually. However, children might have avoided this error by using basic conditional reasoning (Rafetseder, Cristi-Vargas, & Perner, 2010). Basic conditional reasoning takes an antecedent, which like in counterfactual reasoning can be counter to fact, and combines it with a conditional (or set of conditionals reflecting knowledge of how the world works) to draw a likely conclusion. A critical feature of counterfactual reasoning then is that these additional assumptions be modelled after the actual events to which the counterfactual is taken to be counterfactual. In contrast in basic conditional reasoning one enriches the given antecedent with any plausible assumptions. In our tasks basic conditional reasoning leads to different answers than counterfactual reasoning. For instance, a doctor, sitting in the park with the intention to read a paper, is called to an emergency at the swimming pool. The question, "if there had been no emergency, where would the doctor be?" should counterfactually be answered "in the park". But ignoring the doctor's intentions and just reasoning on plausible grounds one might answer: "in the hospital". Only by 6 years, did children give mostly correct answers.     

动机冲突下2~4岁幼儿反事实思维理解的发展

采用故事法, 考察在3种动机冲突下幼儿反事实思维理解的发展。结果表明：(1) 2岁幼儿的加法、减法反事实思维得分显著高于替代反事实思维。(2)在加法反事实任务中, 2岁幼儿显著低于4岁幼儿;在减法反事实任务中, 3个年龄组得分有显著性差异。(3)在趋避冲突下, 加法与减法反事实得分都显著高于替代反事实。(4)在结果反事实理解任务中, 随着年龄增长, 幼儿结果反事实思维理解能力有显著提高。     

Pretense,Counterfactuals, and Bayesian Causal Models: Why What Is Not Real Really Matters

Young children spend a large portion of their time pretending about non‐real situations. Why? We answer this question by using the framework of Bayesian causal models to argue that pretending and counterfactual reasoning engage the same component cognitive abilities: disengaging with current reality, making inferences about an alternative representation of reality, and keeping this representation separate from reality. In turn, according to causal models accounts, counterfactual reasoning is a crucial tool that children need to plan for the future and learn about the world. Both planning with causal models and learning about them require the ability to create false premises and generate conclusions from these premises. We argue that pretending allows children to practice these important cognitive skills. We also consider the prevalence of unrealistic scenarios in children's play and explain how they can be useful in learning, despite appearances to the contrary.     

Children’s causal reasoning: Counterfactual thinking occurs for ‘negative’ outcomes only

Harris, German and Mills (Children’s use of counterfactual thinking in causal reasoning. Cognition, 61 (1996), 223–259), following Mackie, argue that children make explicit use of counterfactual thinking in arriving at causal judgments. They showed that children as young as 3, in explaining simple mishap events, made reference to courses of action that a protagonist had rejected, when that course of action would have prevented the observed outcome. It is hypothesized here that such counterfactual thinking might have been invoked by the ‘negative’ mishaps rather than as part of the causal reasoning process. Although the generation of counterfactuals in explanation was replicated using mishap outcomes such as those used by Harris et al., counterfactual thinking was not evident in children’s explanations of ‘positive’ outcomes. These results undermine the view that a counterfactual thinking process, as indexed by reference to possible actions rejected by a protagonist, is necessary for causal reasoning. Alternative characterizations of the relationship between causals and counterfactuals are discussed.     

幼儿反事实推理的错误源分析

本研究选取57名3~5岁幼儿,考察了在两种选择和三种选择的反事实推理任务中儿童的表现以及是否出现现实错误。结果如下:无论在两种还是三种选择的反事实任务中,3岁组儿童的得分显著低于4岁和5岁组儿童,而4岁和5岁组儿童之间不存在显著差异;幼儿在反事实推理中的确会出现现实错误,但除此之外,幼儿在三种选择任务中也会选择现实和正确答案之外的第三个选项。由此可见,年幼儿童可能在抑制现实和建构反事实替代情境方面都存在困难,这尚需我们进一步探究。     

3～5岁幼儿反事实思维的发展研究

该研究采用结果和前提反事实推理任务,选取58名3-5岁幼儿为被试,考察了其反事实思维能力的发展。结果表明:1.3岁儿童在结果反事实推理中的得分显著低于4岁和5岁儿童,而4岁和5岁儿童的得分并不存在显著差异;2.幼儿的前提反事实推理因结构和方向不同而表现出不同的年龄变化趋势;3.幼儿产生的上行和下行反事实论断之间不存在显著差异。如成人一样,幼儿较少产生减法反事实。     

The ‘If’ in the ‘What If’

In this paper, I defend the view that any good account of the logical form of thought experiments should contain a conditional. Moreover, there are some reasons to think it should be a counterfactual conditional. First, I defend Williamson’s account of the logical form of thought experiments against a competing account offered by Ichikawa and Jarvis. The two accounts have a similar structure, but Williamson’s posits a counterfactual conditional where Ichikawa and Jarvis’ posits a strict conditional. Williamson’s motivation is related to the problem of deviant realizations, and Ichikawa and Jarvis propose to take care of this problem by enriching the content of the thought experiment in the way we enrich the content of a text of fiction. However, this sort of enrichment is also compatible with Williamson’s account. I then consider a different view, defended by Malmgren, on which a complex possibility claim exhausts our reasoning on typical thought experiments. I argue that this account, leaving out a conditional, fails to represent an important part of our reasoning with thought experiments. This is brought out by reflection on the relationship between thought experiments and similar actual cases and by reflection on the requirement, formulated by Malmgren herself, that our reasoning should have an adequate level of generality.

     

Counterfactual reasoning: From childhood to adulthood

The objective of this study was to describe the developmental progression of counterfactual reasoning from childhood to adulthood. In contrast to the traditional view, it was recently reported by Rafetseder and colleagues that even a majority of 6-year-old children do not engage in counterfactual reasoning when asked counterfactual questions (Child Development, 2010, Vol. 81, pp. 376–389). By continuing to use the same method, the main result of the current Study 1 was that performance of the 9- to 11-year-olds was comparable to that of the 6-year-olds, whereas the 12- to 14-year-olds approximated adult performance. Study 2, using an intuitively simpler task based on Harris and colleagues (Cognition, 1996, Vol. 61, pp. 233–259), resulted in a similar conclusion, specifically that the ability to apply counterfactual reasoning is not fully developed in all children before 12 years of age. We conclude that children who failed our tasks seem to lack an understanding of what needs to be changed (events that are causally dependent on the counterfactual assumption) and what needs to be left unchanged and so needs to be kept as it actually happened. Alternative explanations, particularly executive functioning, are discussed in detail.     

Children's counterfactual inferences about long and short causal chains

Recent findings on counterfactual reasoning in children have led to the claim that children's developing capacities in the domain of ‘theory of mind’ might reflect the emergence of the ability to engage in counterfactual thinking over the preschool period (e.g. Riggs, Peterson, Robinson & Mitchell, 1998 ). In the study reported here, groups of 3- and 4-year old children were presented with stories describing causal chains of several events, and asked counterfactual thinking tasks involving changes to different points in the chain. The ability to draw successful counterfactual inferences depended strongly on the inferential length of the problem, and the age of the children; while 3-year-olds performed above chance on short inference counterfactuals, they performed below chance on problems involving longer inference chains. Four-year-old children were above chance on all problems. Moreover, it was found that while success on longer chain inference problems was significantly correlated with the ability to pass tests of standard false belief, there was no such relationship for short inference problems, which were significantly easier than false belief problems. These results are discussed in terms of the developmental relationships between causal knowledge, counterfactual thinking and calculating the contents of mental states.     

Do We “do”?

A normative framework for modeling causal and counterfactual reasoning has been proposed by Spirtes, Glymour, and Scheines (1993; cf. Pearl, 2000). The framework takes as fundamental that reasoning from observation and intervention differ. Intervention includes actual manipulation as well as counterfactual manipulation of a model via thought. To represent intervention, Pearl employed the do operator that simplifies the structure of a causal model by disconnecting an intervened-on variable from its normal causes. Construing the do operator as a psychological function affords predictions about how people reason when asked counterfactual questions about causal relations that we refer to as undoing, a family of effects that derive from the claim that intervened-on variables become independent of their normal causes. Six studies support the prediction for causal (A causes B) arguments but not consistently for parallel conditional (if A then B) ones. Two of the studies show that effects are treated as diagnostic when their values are observed but nondiagnostic when they are intervened on. These results cannot be explained by theories that do not distinguish interventions from other sorts of events.     

The Role of Anger in the Biased Assimilation of Political Information

Political psychologists have established that politically motivated reasoning is a common phenomenon; however, the field knows comparatively less about the psychological mechanisms that drive it. Drawing on advances in the understanding of the relevance of emotion to political reasoning and behavior, we argue that anger likely plays a major role in motivating individuals to engage in the biased assimilation of political information—an evaluative bias in favor of information that bolsters one's views and against information that undercuts them. We test this proposition with two online studies, the second of which includes a quasi‐representative sample of Americans. The studies support our expectations. Individuals felt more negative emotions toward arguments that undermined their attitudes and positive emotions toward arguments that confirmed them; however, anger was nearly alone in fueling biased reactions to issue arguments.     

Taking Emotion Seriously: Meeting Students Where They Are

Emotions are often portrayed as subjective judgments that pose a threat to rationality and morality, but there is a growing literature across many disciplines that emphasizes the centrality of emotion to moral reasoning. For engineers, however, being rational usually means sequestering emotions that might bias analyses—good reasoning is tied to quantitative data, math, and science. This paper brings a new pedagogical perspective that strengthens the case for incorporating emotions into engineering ethics. Building on the widely established success of active and collaborative learning environments, in particular the problem-based learning (PBL) philosophy and methodology, the paper articulates new strategies for incorporating emotion into engineering ethics education. An ethics education pilot study is analyzed to explore how PBL can engage students’ emotions. Evidence suggests that PBL empowers students to cultivate value for engineering ethics and social responsibility, and in doing so, redefine the societal role of the engineer. Taking students’ emotions seriously in engineering ethics offers an effective strategy to meaningfully engage students in ethical learning.     

Is reasoning from counterfactual antecedents evidence for counterfactual reasoning?

In most developmental studies the only error children could make on counterfactual tasks was to answer with the current state of affairs. It was concluded that children who did not show this error are able to reason counterfactually. However, children might have avoided this error by using basic conditional reasoning (Rafetseder, Cristi-Vargas, & Perner, 2010 Perner, J. and Rafetseder, E. 2010. “Counterfactual and other forms of conditional reasoning: Children lost in the nearest possible world”. In Understanding counterfactuals/Understanding causation, Edited by: Hoerl, C., McCormack, T. and Beck, S. R. New York: Oxford University Press.  [Google Scholar]). Basic conditional reasoning takes background assumptions represented as conditionals about how the world works. If an antecedent of one of these conditionals is provided by the task, then a likely conclusion can be inferred based only on background assumptions. A critical feature of counterfactual reasoning is that the selection of these additional assumptions is constrained by actual events to which the counterfactual is taken to be counterfactual. In contrast, in basic conditional reasoning one enriches the given antecedent with any plausible assumptions, unconstrained by actual events. In our tasks basic conditional reasoning leads to different answers from counterfactual reasoning. For instance, a doctor, sitting in the park with the intention of reading a paper, is called to an emergency at the swimming pool. The question, “If there had been no emergency, where would the doctor be?” should counterfactually be answered “in the park”. But by ignoring the doctor's intentions, and just reasoning from premises about the default location of a hospital doctor who has not been called out to an emergency, one might answer: “in the hospital”. Only by 6 years of age did children mostly give correct answers.     

Children's understanding of counterfactual emotions: Age differences,individual differences,and the effects of counterfactual‐information salience

The present study investigated developmental trends in the effects of the salience of counterfactual alternatives on judgments of others' counterfactual‐thinking‐based emotions. We also examined possible correlates of individual differences in the understanding of these emotions. Thirty‐four adults and 102 children, 5–8 years of age, were presented scenarios in which characters would be expected to experience regret. In one version of each scenario, the regret‐relevant counterfactual alternative was made more salient than was the case with the other version. Adults consistently judged that a character for whom a counterfactual course of events would have resulted in a better outcome would feel worse than a character for whom an alternative course of events would not have resulted in a more positive outcome. The majority of the children's judgments were not affected by the counterfactual alternatives. However, the judgments of the oldest children (the 8‐year‐olds) were significantly more adult‐like in the high‐salience than in the low‐salience condition. Although the three predictors examined in the present study (verbal ability, working memory capacity, second‐order false belief task performance) together accounted for significant variance in performance on the emotions judgment task, no single predictor alone accounted for significant unique variance in performance. The importance of different social cognitive abilities for understanding people's affective responses is discussed.     

Being nice by choice: The effect of counterfactual reasoning on children's social evaluations

The ability to engage in counterfactual thinking (reason about what else could have happened) is critical to learning, agency, and social evaluation. However, not much is known about how individual differences in counterfactual reasoning may play a role in children's social evaluations. In the current study, we investigate how prompting children to engage in counterfactual thinking about positive moral actions impacts children's social evaluations. Eighty-seven 4-8-year-olds were introduced to a character who engaged in a positive moral action (shared a sticker with a friend) and asked about what else the character could have done with the sticker (counterfactual simulation). Children were asked to generate either a high number of counterfactuals (five alternative actions) or a low number of counterfactuals (one alternative action). Children were then asked a series of social evaluation questions contrasting that character with one who did not have a choice and had no alternatives (was told to give away the sticker to his friend). Results show that children who generated selfish counterfactuals were more likely to positively evaluate the character with choice than children who did not generate selfish counterfactuals, suggesting that generating counterfactuals most distant from the chosen action (prosociality) leads children to view prosocial actions more positively. We also found age-related changes: as children got older, regardless of the type of counterfactuals generated, they were more likely to evaluate the character with choice more positively. These results highlight the importance of counterfactual reasoning in the development of moral evaluations.

Research Highlights

• Older children were more likely to endorse agents who choose to share over those who do not have a choice.
• Children who were prompted to generate more counterfactuals were more likely to allocate resources to characters with choice.
• Children who generated selfish counterfactuals more positively evaluated agents with choice.
• Comparable to theories suggesting children punish willful transgressors more than accidental transgressors, we propose children also consider free will when making positive moral evaluations.

     

Basic Conditional Reasoning: How Children Mimic Counterfactual Reasoning

Children approach counterfactual questions about stories with a reasoning strategy that falls short of adults’ Counterfactual Reasoning (CFR). It was dubbed “Basic Conditional Reasoning” (BCR) in Rafetseder et al. (Child Dev 81(1):376–389, 2010). In this paper we provide a characterisation of the differences between BCR and CFR using a distinction between permanent and nonpermanent features of stories and Lewis/Stalnaker counterfactual logic. The critical difference pertains to how consistency between a story and a conditional antecedent incompatible with a nonpermanent feature of the story is achieved. Basic conditional reasoners simply drop all nonpermanent features of the story. Counterfactual reasoners preserve as much of the story as possible while accommodating the antecedent.     

父母学业参与和高中生消极情绪的关系：亲子关系的中介作用以及父母心理控制的调节作用

目的：本研究旨在探究父母学业参与和学生消极情绪的关系及作用机制。方法：本研究对1569名上海高中生进行问卷调查,学生填写学业参与量表、心理控制量表、亲子关系量表和消极情绪评估量表。结果：（1）父母学业参与和学生的消极情绪负相关;（2）父母学业参与可通过提高亲子关系质量从而减少学生的消极情绪;（3）父母心理控制调节父母学业参与和亲子关系质量、父母学业参与和消极情绪之间的关系。结论：父母积极参与子女学业并减少对子女的心理控制,将更有利于形成良好的亲子关系和减少消极情绪。     

情绪状态对大学生条件推理的影响

采用不同情绪效价的电影片断诱发大学生不同的情绪,并运用眼动仪器记录条件推理的过程和结果,探讨了不同情绪状态对条件推理的影响状况。实验采用3（情绪组别：积极情绪、消极情绪、中性情绪）×4（推理形式：MP、DA、AC、MT）的混合实验设计。研究结果发现,中性情绪状态下的条件推理成绩显著地高于积极和消极情绪状态,结果支持抑制假说。