The DOI matches its Crossref record.
Counterfactual thinking.
Abstract
Counterfactuals are mental representations of alternatives to the past and produce consequences that are both beneficial and aversive to the individual. These apparently contradictory effects are integrated in a functionalist model of counterfactual thinking. The author reviews research in support of the assertions that (a) counterfactual thinking is activated automatically in response to negative affect, (b) the content of counterfactuals targets particularly likely causes of misfortune, (c) counterfactuals produce negative affective consequences through a contrast-effect mechanism and positive inferential consequences through a causal-inference mechanism, and (d) the net effect of counterfactual thinking is beneficial.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Labaien et al. generate contrastive explanations for time-series data [141].”
From A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence (2021) · cites this paper as [141]
In the citing paper
“On the one hand, visual explanations for non-visual input data (i.e., datasets containing continuous or categorical featurevalue pairs) plot feature-value pair dependencies [134], [141], [142].”
From A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence (2021) · cites this paper as [141]
Citations
Cited by
Sorted by citations
Items 601–700 of 999
Jeon, G., Kim, S., & Lee, S. (2023) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2023.2238369 · Cited by 11
“Counterfactual thinking enables humans to understand the causal relations between different types of information and find alternatives to the events that have already happened (Roese, 1997).”
Exploring the upside of waiting: The positive effects of waiting as a cue to brand popularity
Noone, B. M., & Lin, M. S. (2024) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2024.103691 · Cited by 14
Impact of past behaviour normality: meta-analysis of exceptionality effect
Fillon, A. A., Kutscher, L., & Feldman, G. (2020) · Cognition & Emotion · doi:10.1080/02699931.2020.1816910 · Cited by 10
“…that led to it was exceptional than when it was routine” b Intrapersonal normality Hur et al. (2009), Catellani et al. (2004), McCloy and Byrne (2000), Roese (1997) “[…] intrapersonal norms, which center on a person’s behavior and what that person typically does, […]” c behavioural…”
BackgroundQuinn, M. S., Campbell, K., & Keane, M. T. (2020) · Cognition · doi:10.1016/j.cognition.2020.104520 · Cited by 11
Blaming me, blaming you! The pendulum of blame in payday lending
Brown, J. D., Apostolidis, C., & Farquhar, J. D. (2021) · Marketing Theory · doi:10.1177/14705931211027930 · Cited by 11
“Existing literature calls the process of imagining the actions that could lead to a more positive outcome ‘counterfactual thinking’ (Roese, 1997).”
BackgroundResultInfluentialA Review of Functions of Speculative Thinking
Huang, L., Xie, Y., & Chen, X. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.728946 · Cited by 11
“Roese (1997) asserted that counterfactual thinking includes an activation stage and a content stage.”
BackgroundInfluentialCounterfactual Active Learning for Out-of-Distribution Generalization
Deng, X., Wang, W., Feng, F., Zhang, H., He, X., & Liao, Y. (2023) · Proceedings of the conference - Association for Computational Linguistics. Meeting · doi:10.18653/v1/2023.acl-long.636 · Cited by 13
“Counterfactual thinking (Roese, 1997; Pearl, 2009) is essential for bridging the gap between seen IID samples and unseen OOD ones.”
BackgroundWhen Being Discrepant From One’s Ideal or Ought Selves Hurts: The Moderating Role of Neuroticism
Hong, R. Y., Triyono, W., & Ong, P. S. (2013) · European Journal of Personality · doi:10.1002/per.1888 · Cited by 11
“Future research should examine this mediating process more closely and also consider other forms of repetitive thoughts such as counterfactual thinking (Roese, 1997).”
BackgroundCounterfactual Thinking Deficit in Huntington’s Disease
Solca, F., Poletti, B., Zago, S., et al. (2015) · PLoS ONE · doi:10.1371/journal.pone.0126773 · Cited by 11
“CFT is defined as the mental simulation of alternatives to past factual events [1]; it is a pervasive feature of everyday life that has a central role in evaluating actual events and helps people in regulating their future behaviors.”
BackgroundChowdhury, T. G., Micu, C. C., Ratneshwar, S., et al. (2015) · Psychology and Marketing · doi:10.1002/mar.20827 · Cited by 11
The Role of Regret in Institutional Persistence and Change
Schwarz, G. M., Wong, K. F. E., & Kwong, J. Y. Y. (2013) · Journal of Change Management · doi:10.1080/14697017.2013.866153 · Cited by 12
“The anticipated regret under outcome invisible options is low because people who experience negative feedback from their chosen option may regret that choice through a counterfactual outcome (i.e. the thought of what might have been; Roese, 1997).”
BackgroundAn unscathed past in the face of death: Mortality salience reduces individuals' regrets
Rudert, S. C., Reutner, L., Walker, M., & Greifeneder, R. (2015) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2014.12.006 · Cited by 11
Expertise, Counterfactual Thinking, and Fairness Perceptions: A Test of Fairness Theory
Nicklin, J. M. (2012) · Social Justice Research · doi:10.1007/s11211-012-0173-8 · Cited by 11
“In order to determine if the three components of accountability have been met, Folger and Cropanzano (1998, 2001) argue that individuals engage in counterfactual thinking, which occurs when one compares an actual outcome to an alternative outcome that is comparatively better or worse (Roese, 1997).”
BackgroundExamining perceptions of luck in post-bushfire sense-making in Australia
Eriksen, C., & Wilkinson, C. (2017) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2017.06.017 · Cited by 11
Willingness to pay for reductions in health risks under anticipated regret
Zheng, J. (2021) · Journal of Health Economics · doi:10.1016/j.jhealeco.2021.102476 · Cited by 11
Anderson, H. J., & Bolino, M. C. (2022) · Journal of Organizational Behavior · doi:10.1002/job.2631 · Cited by 11
The differential effect of realistic and unrealistic counterfactual thinking on regret
Sevdalis, N., & Kokkinaki, F. (2005) · Acta Psychologica · doi:10.1016/j.actpsy.2005.10.005 · Cited by 11
Furlan, S., Agnoli, F., & Reyna, V. F. (2012) · Developmental Psychology · doi:10.1037/a0030509 · Cited by 11
“Such counterfactual thinking is adaptive (Roese, 1997), helping to avoid bad outcomes in future similar situations.”
BackgroundThe Psychological Effects of Considering a Move into Residential Care: An Age-Related Study
Leggett, S. J. E., Davies, S., Hiskey, S., & Erskine, J. (2011) · Journal of Housing for the Elderly · doi:10.1080/02763893.2011.545740 · Cited by 11
“Roese and Hur (1997) highlight that negative emotions appear to offer an initial trigger in the activation of counterfactual thinking. Once activated, Medvec, et al (1995) identified that counterfactuals can, in turn, generate further negative affect. An example they discuss in their research is the evidence that bron…”
BackgroundInfluentialPolak, B., Herrmann, A. P., Heitmann, M., & Einhorn, M. (2008) · Journal of Business Economics · doi:10.1007/s11573-008-0111-2 · Cited by 12
Maslej, M. M., Rheaume, A. R., Schmidt, L. A., & Andrews, P. W. (2019) · Evolutionary Psychological Science · doi:10.1007/s40806-019-00219-8 · Cited by 10
“These findings are consistent with the well-evidenced links between negative emotion and upward counterfactual thinking (Roese 1997), as well as the analytical rumination model derived from Bartoskova et al.’s (2018) study.”
BackgroundResultTomaino, G., Abdulhalim, H., Kireyev, P., & Wertenbroch, K. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3683754 · Cited by 12
A Counterfactual Explanation for the Action EffectPreprint
Henne, P., Niemi, L., Pinillos, Á., Brigard, F. D., & Knobe, J. (2019) · doi:10.31219/osf.io/e4uta · Cited by 11
Causal Inference for Modality Debiasing in Multimodal Emotion Recognition
Kim, J., Hong, J., & Choi, Y. (2024) · Applied Sciences · doi:10.3390/app142311397 · Cited by 12
Xie, Y., & Beck, S. R. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.732870 · Cited by 10
“Research (Roese, 1994, 1997) has shown that people’s counterfactual thinking mostly arises after negative outcomes.”
BackgroundBattling bias: can two implicit bias remedies reduce juror racial bias?
Ruva, C. L., Sykes, E. C., Smith, K. D., Deaton, L. R., Erdem, S., & Jones, A. M. (2022) · Psychology Crime and Law · doi:10.1080/1068316x.2022.2115494 · Cited by 11
“Counterfactual thinking, or ‘ what if ’ thinking, is de fi ned as imagining aspects of a past situation to be di ff erent, and how that di ff erence in fl uences an outcome (Roese, 1997; Roese & Olson, 1995).”
Kunt Isguder, C., Batmaz, S., Yildiz, M., Songur, E., Yilmaz Dogru, H., Delibas, I. B., Cakmak, B., & Ozsoy, A. Z. (2018) · Journal of Rational-Emotive & Cognitive-Behavior Therapy · doi:10.1007/s10942-017-0276-0 · Cited by 10
“A similar relationship between counterfactual thinking and adaptive functioning has also been reported (Callander et al. 2007; McMullen et al. 2003; Roese 1997).”
BackgroundLooking Behind and Looking Ahead: Personality Differences in Counterfactual and Prefactual Thinking
Bacon, A. M., Walsh, C. R., & Briazu, R. A. (2020) · Imagination Cognition and Personality · doi:10.1177/0276236620905810 · Cited by 10
“Thinking about how past events could have been better can therefore lead people to feel worse about how things are (Roese, 1997).”
Silver, I. A., WOOLDREDGE, J. D., Sullivan, C. J., & Nedelec, J. L. (2020) · Journal of Quantitative Criminology · doi:10.1007/s10940-020-09455-9 · Cited by 11
“In experimental designs 1 3 the process of random selection allows scholars to assume that with replication the individuals not exposed to the treatment condition (i.e., control cases) would represent a true counterfactual condition (Jackson 1977; Lewis 1979; Roese 1997; Shadish et al.”
BackgroundModulating OFC Activity With tDCS Alters Regret About Human Decision-Making
Yu, P., Lu, X., Chen, Y., Ye, H., Zeng, L., & Guo, W. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.706962 · Cited by 10
“Regret is a complex social emotion in human beings that emerges from counterfactual thinking (Roese, 1997), which is also modulated by the OFC (Camille et al., 2004; Coricelli et al., 2005).”
BackgroundCai, Y., & Cude, B. J. (2010) · International Journal of Consumer Studies · doi:10.1111/j.1470-6431.2010.00954.x · Cited by 10
When mutations meet motivations: Attitude biases in counterfactual thought
Crawford, M. T., & McCrea, S. M. (2003) · Journal of Experimental Social Psychology · doi:10.1016/s0022-1031(03)00062-3 · Cited by 10
“However, negative outcomes are also more likely to spur counterfactual thinking (Roese, 1997; Sanna & Turley, 1996) and a more critical examination of the event (Ditto & Lopez, 1992).”
BackgroundInfluentialVonDras, D. D. (2009) · Journal of Applied Gerontology · doi:10.1177/1062860608327400 · Cited by 10
“This research used a methodology similar to other studies investigating counterfactual attributions (cf. Lipe, 1991; Roese, 1997) and employed a vignette suggesting symptoms of cognitive impairment in later life (e.”
MethodThe effect of autonomy on counterfactual thinking about controllable events
Maloney, D. M., & Egan, S. (2017) · Journal of Cognitive Psychology · doi:10.1080/20445911.2016.1277731 · Cited by 12
“events to lead to performance improvement (Morris & Moore, 2000; Roese, 1997).”
BackgroundInfluentialManolchev, C., & Teigen, K. H. (2018) · Personnel Review · doi:10.1108/pr-11-2017-0367 · Cited by 12
Regret-action effect: Action-inaction asymmetries in inferences drawn from perceived regret
Feldman, G., & Chen, J. (2019) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2019.103821 · Cited by 9
Epstude, K., Effron, D. A., & Roese, N. J. (2022) · Philosophical Transactions of the Royal Society of London. Biological Sciences · doi:10.1098/rstb.2021.0342 · Cited by 8
Self-citationCremer, D. D., & van Dijk, E. (2010) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2010.09.006 · Cited by 10
“Importantly, this type of counterfactual thinking elicits negative affect (Markman et al., 1993; Roese, 1997; Roese & Olson, 1995), which subsequently evokes attributions of responsibility (i.”
BackgroundIn Pursuit of Happiness: Effects of Mental Subtraction and Alternative Comparison
Ang, S. H., Lim, E. A. C., Leong, S. M., & Chen, Z. (2014) · Social Indicators Research · doi:10.1007/s11205-014-0681-z · Cited by 10
“’s (2008) proposition, founded on norm theory (Kahneman and Miller 1986) and counterfactual reasoning (Roese 1997), suggests that thinking about the absence of an event may make it appear more surprising.”
BackgroundFletcher, A., & Benveniste, M. (2025) · Cambridge University Press eBooks · doi:10.1017/9781009614801 · Cited by 13
Fiorini, R. A. (2017) · Advances in knowledge acquisition, transfer, and management book series/Advances in knowledge acquisition, transfer and management book series · doi:10.4018/978-1-5225-2443-4.ch011 · Cited by 9
The Effects of Counterfactual Attacks on the Morality and Leadership of Different Professionals
Bertolotti, M., & Catellani, P. (2018) · Social Psychology · doi:10.1027/1864-9335/a000338 · Cited by 9
“…research has investigated the role of counterfactual thinking in several cognitive processes, such as causal explanation (Kahneman &Miller, 1986; Roese, 1997), attribution (Catellani, Alberici & Milesi, 2004; Mandel, Hilton, & Catellani, 2005), and self-regulation (Epstude & Roese, 2008; Roese…”
BackgroundInfluentialThe effect of explanations and CEO presence on stock market reactions to downsizing
Zdaniuk, A., & Chhinzer, N. N. (2019) · Journal of Organizational Change Management · doi:10.1108/jocm-06-2018-0161 · Cited by 9
Huang, S., Faul, L., Parikh, N., LaBar, K. S., & Brigard, F. D. (2024) · Scientific Reports · doi:10.1038/s41598-024-61545-x · Cited by 10
Monforton, J., Vickers, K., & Antony, M. (2012) · Journal of Social and Clinical Psychology · doi:10.1521/jscp.2012.31.3.312 · Cited by 8
“Although no evidence for maladaptive counterfactual thinking was found, these results bear clinical implications in that upward counterfactual thinking is associated with the generation of negative affect (e.g., Roese, 1997), regardless of how adaptive the individual thoughts may be.”
BackgroundResultInfluentialDie Entstehung von Vertrauen im Kontext von Unsicherheit und Informationsasymmetrie
Welpe, I. M. (2008) · Journal of Business Economics · doi:10.1007/s11573-008-0116-x · Cited by 9
Yıldırım, A., Boysan, M., & Yılmaz, O. (2018) · Sleep and Hypnosis · doi:10.5350/sleep.hypn.2017.19.0152 · Cited by 9
“…simulation (Pham & Taylor, 1999; S. E. Taylor, Pham, Rivkin, & Armor, 1998; S. E. Taylor & Schneider, 1989), counterfactual thinking (Mandel, 2003; Roese, 1994, 1997; Roese & Olson, 1993), defensive pessimism (Norem & Cantor, 1986a, 1986b; Norem & Chang, 2002; Spencer & Norem, 1996),…”
Effect and underlying mechanism of refutation texts on the trust and moral judgment of patients
Lyu, X., Fu, C., & Xinjian, W. A. N. G. (2019) · Acta Psychologica Sinica · doi:10.3724/sp.j.1041.2019.01171 · Cited by 8
“…= 0.003 F(3, 79) = 18.30 p < 0.001 F(4, 78) = 14.09 p < 0.001 图 5 反驳文本影响患方信任的中介效应检验路径系数图 注:**p < 0.01; ***p < 0.001 Ac ta P sy ch ol og ic a Si ni ca 呈现给被试两种条件下, 反驳文本干预都能够显著 提升被试对医生的道德判断; 但是以信任作为因变 量, 只有给被试思考时间的情况下, 反驳文本干预 才显著影响被试对医生的信任得分。根据该实验数 据, 可以推测检查结果是影响被试对医生信任的主 要因素, 而道德判断与信任相比较而言, 更容易受…”
InfluentialHe, Y., Lee, J., Huang, Y.-H., Yao, X., & Courtney, T. K. (2022) · Journal of Business and Psychology · doi:10.1007/s10869-022-09830-2 · Cited by 9
“Counterfactuals are thoughts of “if only” directed toward past actions, events, or states (“If only I had asked a coworker to assist me, then I wouldn’t have hurt my back Kahneman & Miller, 1986; Roese, 1997).”
BackgroundVats, A., Mohammed, A. M., Pedersen, M., & Wiratunga, N. (2023) · IEEE International Conference on Acoustics Speech and Signal Processing · doi:10.1109/icassp49357.2023.10096931 · Cited by 9
“In fact, counterfactual thinking is very natural to how humans reason especially in response to negative outcomes to prevent them in future [16].”
BackgroundExplainable AI and Counterfactuals for Test and Evaluation of Intelligent Engineered Systems
Raz, A. K., Miller, W., Chang, K., et al. (2023) · INCOSE International Symposium · doi:10.1002/iis2.13096 · Cited by 9
Individual investors repurchasing behaviour: evidence from the Portuguese stock market
Leal, C. C., Armada, M. J. D. R., & Loureiro, G. (2017) · European Journal of Finance · doi:10.1080/1351847x.2017.1368681 · Cited by 9
Stanovich, K. E. (2008) · Cambridge University Press eBooks · doi:10.1017/cbo9780511814273.023 · Cited by 9
Psychological preparedness & anticipatory response tendencies
Carroll, P. J., Norman, G., & McComis, J. (2022) · New Ideas in Psychology · doi:10.1016/j.newideapsych.2022.100965 · Cited by 11
Using Video Games for Teaching History. Experiences and Challenges
Radetich, L., & Jakubowicz, E. (2014) · Athens Journal of History · doi:10.30958/ajhis.1-1-1 · Cited by 8
Dimensions of inattention: Cognitive, behavioral, and affective consequences
Yip, J. M., Jodoin, N. M., & Handy, T. C. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1075953 · Cited by 13
“…than the present reality in working memory, comparing alternative courses of actions and outcomes, and actively monitoring various executive functions (e.g., Kahneman and Miller, 1986; Roese, 1997; Ridderinkhof et al., 2004; Van Overwalle, 2009; Barbey and Patterson, 2011; Van Hoeck et al., 2013).”
BackgroundMai, H., Zhang, X., Wang, J., & Zhou, X. (2024) · Knowledge and Information Systems · doi:10.1007/s10115-024-02062-1 · Cited by 8
“As a result, we employ the counterfactual method [8] to construct counterfactual queries as negative samples for causal queries.”
Age matters: The effect of regret and loss aversion on cultured meat acceptance
Duong, C., Sung, B., & Septianto, F. (2024) · Appetite · doi:10.1016/j.appet.2024.107614 · Cited by 8
“Specifically, individuals who experience or anticipate regret are motivated to seek alternative actions with better outcomes (Connolly & Hardman, 2009; Roese, 1997; Zeelenberg, 1999) or take measures to minimise future regret (Loomes & Sugden, 1982).”
There But for the Grace of God
Buffone, A. E. K., Gabriel, S., & Poulin, M. J. (2016) · Social Psychological and Personality Science · doi:10.1177/1948550616632576 · Cited by 9
“Counterfactual thinking is defined as ‘‘if-then’’ statements about how a series of events could have had an altered outcome if an event had not occurred or had occurred differently (Roese, 1997; Roese & Olson, 1995).”
BackgroundPetrocelli, J. V., Rubin, A. L., & Stevens, R. L. (2016) · Personality and Social Psychology Bulletin · doi:10.1177/0146167216669122 · Cited by 10
“The functional view of counterfactual thinking contends that counterfactuals aid in performance by aiding in identifying cause–effect/if–then relationships and by enhancing preparation or planning behavior (see Epstude & Roese, 2008; Markman et al., 1993; Roese, 1997).”
BackgroundInfluentialPapé, L., & Martinez, L. F. (2017) · Psicologia Reflexão e Crítica · doi:10.1186/s41155-017-0074-8 · Cited by 8
“has a positive aspect as it drives us to constantly improve and learn from our successes and mistakes (Epstude & Roese, 2008; Roese, 1997).”
BackgroundInfluentialGamlin, J., Smallman, R., Epstude, K., & Roese, N. J. (2020) · PLoS ONE · doi:10.1371/journal.pone.0237644 · Cited by 6
Self-citationBetting on the wrong horse: The antecedents and outcomes of entrepreneur’s opportunity regret
Khanin, D. M., Turel, O., Mahto, R. V., & Liguori, E. W. (2021) · Journal of Business Research · doi:10.1016/j.jbusres.2021.06.001 · Cited by 8
Fairness judgments and counterfactual thinking: pricing goods versus services
Naquin, C. E., Kurtzberg, T. R., & Krishnan, A. (2015) · International journal of organizational analysis · doi:10.1108/ijoa-03-2013-0645 · Cited by 8
Learning about unchosen alternatives: When does curiosity overcome regret avoidance?
Caldwell, D. F., & Burger, J. M. (2008) · Cognition & Emotion · doi:10.1080/02699930802472241 · Cited by 7
“Researchers find more regret in ‘‘near miss’’ situations than in situations in which people miss the desired outcome by a large margin, presumably because it is easier to generate a counterfactual for the near miss, e.g., ‘‘If only I had . . .’’ (Roese, 1997).”
BackgroundUphill, M. A., & Dray, K. (2013) · Reflective Practice · doi:10.1080/14623943.2013.835720 · Cited by 8
“Counterfactual thinking describes the process of imagining how circumstances may have turned out differently from what did happen (Roese, 1997).”
BackgroundTo trade or not to trade: The moderating role of vividness when exchanging gambles
Maimaran, M. (2011) · Judgment and Decision Making · doi:10.1017/s1930297500004095 · Cited by 7
Mayser, S., Scheibe, S., & Riediger, M. (2008) · European Psychologist · doi:10.1027/1016-9040.13.2.126 · Cited by 8
Ditrich, L., Landkammer, F., & Sassenberg, K. (2018) · Acta Psychologica · doi:10.1016/j.actpsy.2018.11.003 · Cited by 8
Counterfactual Thinking in Tourette’s Syndrome: A Study Using Three Measures
Zago, S., Ponti, A. D., Mastroianni, S., Solca, F., Tomasini, E., Poletti, B., Inglese, S., Sartori, G., & Porta, M. (2014) · Behavioural Neurology · doi:10.1155/2014/256089 · Cited by 9
“Kahneman and Tversky [32], for example, found that outcomes preceded by unusual as opposed to typical actions enhance CFT; moreover, events that seem spatially or temporally “almost” to have occurred also increase CFT [33].”
BackgroundNarrating near-histories: The effects of counterfactual communication on motivation and performance
Wong, E. M. (2007) · Management & Organizational History · doi:10.1177/1744935907086119 · Cited by 8
“Key words • communication • counterfactuals • impression formation • motivation • performance From the mundane to the significant events in our lives, we frequently imagine how our current situations could have been different by asking ‘What if…?’”
BackgroundInfluentialSymptomatic Remission and Counterfactual Reasoning in Schizophrenia
Albacete, À., Contreras, F., Bosque, C., Gilabert, E., Albiach, Á., & Menchón, J. M. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.02048 · Cited by 9
“This process is mainly activated by negative outcomes in the form of “if only” conditional prepositions (Kahneman and Tversky, 1982; Roese, 1997; Byrne and McEleney, 2000).”
BackgroundInfluentialSocial Environments, Agonistic Stress, and Elevated Blood Pressure in Urban Youth
Ewart, C. K. (2004) · Humana Press eBooks · doi:10.1007/978-1-59259-797-0_19 · Cited by 8
Reining in regret: emotion regulation modulates regret in decision making
Reeck, C., & LaBar, K. S. (2024) · Cognition & Emotion · doi:10.1080/02699931.2024.2357847 · Cited by 8
“Particularly after experiencing negative outcomes, people think counterfactually, re fl ecting on what might have been (Roese, 1997), and experience regret.”
Resource Constraints Lead to Biased Attention but Decrease Unethical Behavior
Børsting, C. K., Elbæk, C. T., Mitkidis, P., & Hochman, G. (2024) · Journal of Behavioral Decision Making · doi:10.1002/bdm.2402 · Cited by 8
Faul, L., Ford, J. H., & Kensinger, E. A. (2024) · Physics of Life Reviews · doi:10.1016/j.plrev.2024.10.005 · Cited by 12
Jia, Y., Fang, Y., & Ouyang, J. (2024) · Information Systems Research · doi:10.1287/isre.2022.0575 · Cited by 8
The Social Context of Mistreatment: An Integrative Review
Kawasaki, S., & Shaw, J. D. (2023) · Journal of Management · doi:10.1177/01492063231169482 · Cited by 8
“…and relationship quality with supervisors and/or colleagues) as well as situational factors (e.g., personality and behaviors of supervisors and/or colleagues, kinds of treatment experienced by his or her colleagues or someone serving as his or her standards of comparisons) (Roese, 1997).”
BackgroundYun, M., Nejime, M., Kawai, T., Kunimatsu, J., Yamada, H., Kim, H. R., & Matsumoto, M. (2023) · Science Advances · doi:10.1126/sciadv.adh2831 · Cited by 9
Counterfactual analysis of extreme events in urban flooding scenarios
Chen, X., Li, H., Yu, H., et al. (2025) · Journal of Hydrology Regional Studies · doi:10.1016/j.ejrh.2024.102166 · Cited by 7
Clinical applications of counterfactual thinking during memory reactivation
Brigard, F. D., & Hanna, E. K. (2015) · Behavioral and Brain Sciences · doi:10.1017/s0140525x14000351 · Cited by 7
The effects of belief in good luck and counterfactual thinking on gambling behavior
Kim, S.-R., Kwon, Y.-S., & Hyun, M. (2015) · Journal of Behavioral Addictions · doi:10.1556/2006.4.2015.036 · Cited by 7
“The effect of counterfactual thinking on behavior can be explained by psychological mechanisms, such as causal relationships and contrast effects (Roese, 1997).”
BackgroundLi, A., Mai, K. M., & Bagger, J. (2017) · Journal of Vocational Behavior · doi:10.1016/j.jvb.2017.07.005 · Cited by 7
The psychological aspects of paraconsistency
Rudnicki, K. (2021) · Synthese · doi:10.1007/s11229-020-02983-8 · Cited by 7
“5 In logic such an act would be described in terms of reasoning about ”possible worlds,” whereas in psychology such reasonings are called: ”counterfactual reasonings” (Roese 1997).”
BackgroundMemory and Counterfactual Simulations for Past Wrongdoings Foster Moral Learning and Improvement
Stanley, M. L., Cabeza, R. E. L., Smallman, R., & Brigard, F. D. (2021) · Cognitive Science · doi:10.1111/cogs.13007 · Cited by 7
“Episodic counterfactual thinking is pervasive after people experience negative events (Byrne, 2016; Roese, 1997), particularly when those events elicit negative emotions like regret, disappointment, guilt, and shame (Niedenthal, Tangney, & Gavanski, 1994; Tangney, 1995; van Dijk & Zeelenberg, 2005;…”
BackgroundInfluentialDevelopmental Changes in Emotion Understanding During Middle Childhood
Kramer, H. J., & Lagattuta, K. H. (2022) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780198855903.013.24 · Cited by 8
Liu, H., Chou, H., & Yeh, Y. (2022) · Journal of Behavioral Decision Making · doi:10.1002/bdm.2271 · Cited by 7
Hultman, C., Vadlin, S., Rehn, M., Sescousse, G., Nilsson, K. W., & Åslund, C. (2022) · Journal of Gambling Studies · doi:10.1007/s10899-022-10118-6 · Cited by 7
“The differential effects observed for these subtypes of near-misses may represent a distinctive effect caused by two directions of counterfactual processing, which is known to affect both emotion and motivation (Epstude & Roese, 2008; Markman & McMullen, 2003; Roese, 1994, 1997).”
Alempaki, D., Isoni, A., & Read, D. (2022) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2023.104244 · Cited by 8
“, Newman and Cain, 2014), a concept with a long history in cognitive and social psychology (e.g., Galinsky and Moskowitz, 2000; Kahneman, 2014; Kahneman and Miller, 1986; Miller and McFarland, 1986; Roese, 1997; Roese and Olson, 2014).”
BackgroundThe Effects of Counterfactual Attacks on Social Judgments
Catellani, P., & Bertolotti, M. (2014) · Social Psychology · doi:10.1027/1864-9335/a000195 · Cited by 7
When the past becomes history: effects of temporal order on explanations of trends
Teigen, K. H. (2004) · European Journal of Social Psychology · doi:10.1002/ejsp.191 · Cited by 7
Effects of Social Comparisons on Subjective QOL
Sirgy, M. J. (2012) · Social indicators research series · doi:10.1007/978-94-007-4405-9_15 · Cited by 11
Walker, R. J., Smallman, R., Summerville, A., & Deska, J. C. (2016) · Social Cognition · doi:10.1521/soco.2016.34.4.3 · Cited by 8
“Counterfactual thinking, “if only” thoughts in which individuals simulate an alternative reality (Roese, 1997), are a frequent response to these mistakes in daily life (Summerville & Roese, 2008), in part because they help individuals improve their future performance (Markman, Gavanski, Sherman, & McMullen, 1993) by f…”
BackgroundInfluentialMaurer, T. J., Leheta, D., & Conklin, T. A. (2017) · Human Resource Development Quarterly · doi:10.1002/hrdq.21283 · Cited by 7
Hafner, R. J., White, M. P., & Handley, S. J. (2018) · The American Journal of Psychology · doi:10.5406/amerjpsyc.131.2.0175 · Cited by 7
“Counterfactuals are evaluative thoughts about imagined alternatives to past events (Epstude & Roese, 2008), epitomised by the phrase “what might have been” (Roese, 1997).”
BackgroundOn Averting Negative Emotion: Remedying the Impact of Shifting Expectations
Cho, C. K., & Cho, T. S. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.02121 · Cited by 7
“This finding is consistent with extant research on counterfactual thinking and the general tendency to upwardly compare to unattained, alternative outcomes (see, for example, Roese, 1997).”
ResultCantone, J. A. (2018) · Psychological Reports · doi:10.1177/0033294118816945 · Cited by 7
“The first focuses on the natural, functional role of counterfactual thinking (Roese, 1997; Roese & Epstude, 2017; Roese & Olson, 1993; Wiener et al., 1994). In explaining this approach, Wiener and Pritchard (1994) postulated that a juror’s counterfactual thinking should affect all four prima facie elements of a neglig…”
BackgroundInfluentialImagined alternatives to episodic memories of morally good acts
Timmons, S., Gubbins, E., Almeida, T., & Byrne, R. M. J. (2019) · The Journal of Positive Psychology · doi:10.1080/17439760.2019.1689410 · Cited by 8
“For example, people imagine how things could have been better for an event with a good outcome, such as passing an exam, and worse for an event with a bad outcome, such as failing an exam (Markman, Gavanski, Sherman, & McMullen, 1993; see also Roese, 1997; De Brigard, Addis, et al., 2013).”
Background“Should’ve known better”: Counterfactual processing in disordered gambling
Wu, Y., Kennedy, D., Goshko, C., & Clark, L. (2020) · Addictive Behaviors · doi:10.1016/j.addbeh.2020.106622 · Cited by 8
Imagination and Self-Referential Thinking
D’Argembeau, A. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108580298.022 · Cited by 7
Metadata
- Authors
- Roese, N. J.
- Affiliations
- Northwestern University (US)
- Corresponding author
- Roese, Neal J.
- ORCID
- Roese, Neal J.
- Venue
- Psychological Bulletin
- Published
- 1997
- Volume
- 121
- Issue
- 1
- Pages
- 133-148
- ISSN
- 0033-2909 (ISSN-L)
- 1939-1455
- OpenAlex
- W4246855866
- Cited by
- 1,156
- References
- 0
- Citations by year
- 2026: 50 · 2025: 58 · 2024: 87 · 2023: 56 · 2022: 73 · 2021: 59 · 2020: 71 · 2019: 34 · 2018: 62 · 2017: 57 · 2016: 53 · 2015: 48 · 2014: 40 · 2013: 38 · 2012: 38
- FWCI
- 13.68
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychological Bulletin (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Keywords
- counterfactual reasoning, counterfactuals, negative affect, contrast effects, causal inference, misfortune, functionalism
- MeSH terms
- Anger, Depression, Humans, Internal-External Control, Motivation, Problem Solving, Social Perception, Thinking
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review