Intact counterfactual emotion processing in autism spectrum disorder: Evidence from eye‐tracking

This publication is included in the Autistic Autism Scholarship Project. one author of this publication is identified as autistic in the project.

About the autistic author marker

Black, J., Barzy, M., Williams, D. M., & Ferguson, H. J. (2018). Intact counterfactual emotion processing in autism spectrum disorder: Evidence from eye‐tracking. Autism Research, 12(3), 422-444. https://doi.org/10.1002/aur.2056

Publication date: 21 Dec 2018 Added to AutiHub: 4 Oct 2026 Type: Article Article language: English

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Authors

Publication authors
4
Publication authors identified as autistic
1 / 4 (25.0%)

Abstract

Counterfactual emotions, such as regret and relief, require an awareness of how things could have been different. We report a preregistered experiment that examines how adults with and without ASD process counterfactual emotions in real‐time, based on research showing that the developmental trajectory of counterfactual thinking may be disrupted in people with ASD. Participants were eye‐tracked as they read narratives in which a character made an explicit decision then subsequently experienced either a mildly negative or positive outcome. The final sentence in each story included an explicit remark about the character's mood that was either consistent or inconsistent with the character's expected feelings of regret or relief (e.g., “… she feels happy / annoyed about her decision.”). Results showed that adults with ASD are unimpaired in processing emotions based on counterfactual reasoning, and in fact showed earlier sensitivity to inconsistencies within relief contexts compared to TD participants. This finding highlights a previously unknown strength in empathy and emotion processing in adults with ASD, which may have been masked in previous research that has typically relied on explicit, response‐based measures to record emotional inferences, which are likely to be susceptible to demand characteristics and response biases. Therefore, this study highlights the value of employing implicit measures that provide insights on peoples' immediate responses to emotional content without disrupting ongoing processing. Autism Res 2019, 12: 422–444 © 2019 International Society for Autism Research, Wiley Periodicals, Inc. Lay Summary Despite known difficulties with empathy and perspective‐taking, we found that adults with autism are unimpaired at inferring complex emotions (regret and relief) in others. This finding extends existing evidence showing dysfunctional counterfactual thinking in children with autism. We highlight the value of using implicit measures to identify strengths and abilities in ASD that may be masked by explicit tasks that require participants to interact socially or report their own thoughts.

Bibliography cited by this reference

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Cited bibliography overview

These indicators describe the bibliography cited by this publication. An author name is counted each time it appears in one cited reference, so the same person can be counted more than once. Names not yet linked to an author already present in AutiHub are treated as unknown, not as non-autistic. Last computed: 17 Oct 2026 01:01.

Cited references
63
With a DOI
58
Without a DOI, from raw bibliography text
4
2 / 63 (3.2%) cited references include at least one author identified as autistic.
References with data to complete
0 / 63 (0.0%)
References with detected author names
63 / 63 (100.0%)
Without detected author names
0
Without a structured title
0
Without a stable identifier
3
References with raw author names still to review
0
References with external metadata lookup issues
0
These indicators apply to cited references displayed on this page, after technical duplicates have been merged. A reference without a DOI can still support author statistics when a title and author names are available.
Author names detected in the cited bibliography
173
From DOI or external metadata
173
From validated raw bibliography text
0
Raw names already validated
0
Raw names still to review
0
39 / 173 (22.5%) names are linked to an author already present in AutiHub. 134 / 173 (77.5%) names are not yet linked.
Names linked to a person identified as autistic
2 / 173 (1.2%)
Calculated across all author names detected in the cited bibliography. Among names linked to an author already present in AutiHub: 2 / 39 (5.1%). Distinct people identified as autistic: 1 / 124 (0.8%).
  1. Sarah R. Beck , Kevin J. Riggs (2013). Counterfactuals and Reality . Oxford University Press.
    Crossref OpenAlex OpenCitations
  2. González Moreno, Andrés Santiago (2013). Diagnostic and Statistical Manual of Mental Disorders . American Psychiatric Association.
    Crossref OpenAlex OpenCitations
  3. David M. Williams , Toby Nicholson , Catherine Grainger (2018). The Self‐Reference Effect on Perception: Undiminished in Adults with Autism and No Relation to Autism Traits . Autism Research, 11(2), 331-341. Wiley.
    Type: Article DOI: 10.1002/aur.1891 OpenAlex: https://openalex.org/W2884367157
    Crossref OpenAlex OpenCitations
  4. Daniel Kahneman , Amos Tversky (1982). The simulation heuristic . In Judgement under uncertainty: Heuristics and biases (pp. 201-208). Cambridge University Press.
    Crossref OpenAlex OpenCitations
  5. Chris Ashwin , Emma Chapman , Livia Colle , S. Baron-Cohen (2006). Impaired recognition of negative basic emotions in autism: A test of the amygdala theory . Social Neuroscience, 1(3-4), 349-363. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  6. Philippa L. Howard , Simon P. Liversedge , Valerie Benson (2017). Processing of co‐reference in autism spectrum disorder . Autism Research, 10(12), 1968-1980. Wiley.
    Type: Article DOI: 10.1002/aur.1845 OpenAlex: https://openalex.org/W2753194455
    Crossref OpenAlex OpenCitations
  7. Jana Lüdtke , Arthur M. Jacobs (2015). The emotion potential of simple sentences: additive or interactive effects of nouns and adjectives? Frontiers in Psychology, 6, 1137-1137. Frontiers Media SA.
    Crossref OpenAlex OpenCitations
  8. S. Baron-Cohen , Therese Jolliffe , Catherine Mortimore , Mary Robertson (1997). Another Advanced Test of Theory of Mind: Evidence from Very High Functioning Adults with Autism or Asperger Syndrome . Journal of Child Psychology and Psychiatry, 38(7), 813-822. Wiley.
    Crossref OpenAlex OpenCitations
  9. Jennifer M. Ferrell , Robert E. Guttentag , Jeffrey M. Gredlein (2009). Children's understanding of counterfactual emotions: Age differences, individual differences, and the effects of counterfactual‐information salience . British Journal of Developmental Psychology, 27(3), 569-585. Wiley.
    Crossref OpenAlex OpenCitations
  10. Douglas Bates , Martin Mächler , Ben Bolker , Steve Walker (2015). Fitting Linear Mixed-Effects Models Using lme4 . Journal of Statistical Software, 67(1), 1. Foundation for Open Access Statistic.
    Crossref OpenAlex OpenCitations
  11. S. Baron-Cohen , Sally Wheelwright , Jacqueline Hill , Yogini Raste , Ian Plumb (2001). The “Reading the Mind in the Eyes” Test Revised Version: A Study with Normal Adults, and Adults with Asperger Syndrome or High‐functioning Autism . Journal of Child Psychology and Psychiatry, 42(2), 241-251. Wiley.
    Crossref OpenAlex OpenCitations
  12. Sarah R. Beck , Maria Crilly (2009). Is understanding regret dependent on developments in counterfactual thinking? British Journal of Developmental Psychology, 27(2), 505-510. Wiley.
    Crossref OpenAlex OpenCitations
  13. Sarah R Beck , Kevin J Riggs (2014). Developing Thoughts About What Might Have Been . Child Development Perspectives, 8(3), 175-179. Oxford University Press (OUP).
    Crossref OpenAlex OpenCitations
  14. S. Baron-Cohen , Sally Wheelwright , Richard Skinner , Joanne Martin , Emma Clubley (2001). The Autism-Spectrum Quotient (AQ): Evidence from Asperger Syndrome/High-Functioning Autism, Males and Females, Scientists and Mathematicians . Journal of Autism and Developmental Disorders, 31(1), 5-17. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  15. Philippa L. Howard , Simon P. Liversedge , Valerie Benson (2017). Investigating the Use of World Knowledge During On-line Comprehension in Adults with Autism Spectrum Disorder . Journal of Autism and Developmental Disorders, 47(7), 2039-2053. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  16. Graham G. Scott , Patrick J. O'Donnell , Sara C. Sereno (2012). Emotion words affect eye fixations during reading. Journal of Experimental Psychology: Learning, Memory, and Cognition, 38(3), 783-792. American Psychological Association (APA).
    Type: Article DOI: 10.1037/a0027209 OpenAlex: https://openalex.org/W1965630492
    Crossref OpenAlex OpenCitations
  17. Dale J. Barr , Roger Levy , Christoph Scheepers , Harry J. Tily (2013). Random effects structure for confirmatory hypothesis testing: Keep it maximal . Journal of Memory and Language, 68(3), 255-278. Elsevier BV.
    Crossref OpenAlex OpenCitations
  18. Mirko Uljarević , Antonia F. de C. Hamilton (2013). Recognition of Emotions in Autism: A Formal Meta-Analysis . Journal of Autism and Developmental Disorders, 43(7), 1517-1526. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  19. Sander Begeer , Saloua El Bouk , Wafaa Boussaid , Mark Meerum Terwogt , Hans M. Koot (2009). Underdiagnosis and Referral Bias of Autism in Ethnic Minorities . Journal of Autism and Developmental Disorders, 39(1), 142-148. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  20. Curt Burgess , Kay Livesay (1998). The effect of corpus size in predicting reaction time in a basic word recognition task: Moving on from Kučera and Francis . Behavior Research Methods, Instruments, & Computers, 30(2), 272-277. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  21. Kevin J. Riggs , Donald M. Peterson , Elizabeth J. Robinson , Peter Mitchell (1998). Are errors in false belief tasks symptomatic of a broader difficulty with counterfactuality? Cognitive Development, 13(1), 73-90. Elsevier BV.
    Crossref OpenAlex OpenCitations
  22. Francesca Happé , Uta Frith (2006). The Weak Coherence Account: Detail-focused Cognitive Style in Autism Spectrum Disorders . Journal of Autism and Developmental Disorders, 36(1), 5-25. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  23. Robert Guttentag , Jennifer Ferrell (2004). Reality Compared With Its Alternatives: Age Differences in Judgments of Regret and Relief. Developmental Psychology, 40(5), 764-775. American Psychological Association (APA).
    Crossref OpenAlex OpenCitations
  24. Francesca Happé (1994). An advanced test of theory of mind: Understanding of story characters' thoughts and feelings by able autistic, mentally handicapped, and normal children and adults . Journal of Autism and Developmental Disorders, 24(2), 129-154. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  25. Hugh Knickerbocker , Rebecca L. Johnson , Jeanette Altarriba (2015). Emotion effects during reading: Influence of an emotion target word on eye movements and processing . Cognition and Emotion, 29(5), 784-806. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  26. Sander Begeer , Marc De Rosnay , Patty Lunenburg , Hedy Stegge , Mark Meerum Terwogt (2014). Understanding of emotions based on counterfactual reasoning in children with autism spectrum disorders . Autism, 18(3), 301-310. SAGE Publications.
    Crossref OpenAlex OpenCitations
  27. Elisabeth L. Hill , Sylvie Berthoz , Uta Frith (2004). Brief Report: Cognitive Processing of Own Emotions in Individuals with Autistic Spectrum Disorder and in Their Relatives . Journal of Autism and Developmental Disorders, 34(2), 229-235. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  28. Heather Jane Ferguson , Anthony J. Sanford (2008). Anomalies in real and counterfactual worlds: An eye-movement investigation . Journal of Memory and Language, 58(3), 609-626. Elsevier BV.
    Crossref OpenAlex OpenCitations
  29. Sander Begeer , Hans M. Koot , Carolien Rieffe , Mark Meerum Terwogt , Hedy Stegge (2008). Emotional competence in children with autism: Diagnostic criteria and empirical evidence . Developmental Review, 28(3), 342-369. Elsevier BV.
    Crossref OpenAlex OpenCitations
  30. Cathy M. Grant , Kevin J. Riggs , Jill Boucher (2004). Counterfactual and Mental State Reasoning in Children with Autism . Journal of Autism and Developmental Disorders, 34(2), 177-188. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  31. Tim P. German (1999). Children’s causal reasoning: Counterfactual thinking occurs for ‘negative’ outcomes only . Developmental Science, 2(4), 442-457. Wiley.
    Crossref OpenAlex OpenCitations
  32. Jo Black *Autistic author. Learn more… , David M. Williams , Heather Jane Ferguson (2018). Imagining counterfactual worlds in autism spectrum disorder. Journal of Experimental Psychology: Learning, Memory, and Cognition, 44(9), 1444-1463. American Psychological Association (APA).
    AutiHub · Autistic Autism Scholarship Project Crossref OpenAlex OpenCitations
  33. Catherine Lord , Susan Risi , Linda Lambrecht , Edwin H. Cook , Bennett L. Leventhal , Pamela C. DiLavore et al. (2000). The Autism Diagnostic Observation Schedule—Generic: A Standard Measure of Social and Communication Deficits Associated with the Spectrum of Autism . Journal of Autism and Developmental Disorders, 30(3), 205-223. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  34. Uta Frith (1989). Autism: Explaining the enigma .
    Type: Book OpenAlex: https://openalex.org/W1998090778
    Crossref OpenAlex
  35. Patrick Burns , Kevin J. Riggs , Sarah R. Beck (2012). Executive control and the experience of regret . Journal of Experimental Child Psychology, 111(3), 501-515. Elsevier BV.
    Crossref OpenAlex OpenCitations
  36. Heather Jane Ferguson (2012). Eye movements reveal rapid concurrent access to factual and counterfactual interpretations of the world . Quarterly Journal of Experimental Psychology, 65(5), 939-961. SAGE Publications.
    Crossref OpenAlex OpenCitations
  37. Giorgio Coricelli , Aldo Rustichini (2010). Counterfactual thinking and emotions: regret and envy learning . Philosophical Transactions of the Royal Society B: Biological Sciences, 365(1538), 241-247. The Royal Society.
    Crossref OpenAlex OpenCitations
  38. Amy Beth Warriner , Victor Kuperman , Marc Brysbaert (2013). Norms of valence, arousal, and dominance for 13,915 English lemmas . Behavior Research Methods, 45(4), 1191-1207. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  39. Heather Jane Ferguson , Jo Black *Autistic author. Learn more… , David M. Williams (2018). Distinguishing reality from fantasy in adults with autism spectrum disorder: Evidence from eye movements and reading . Center for Open Science.
    Crossref OpenAlex OpenCitations
  40. Keith Rayner (1998). Eye movements in reading and information processing: 20 years of research. Psychological Bulletin, 124(3), 372-422. American Psychological Association (APA).
    Crossref OpenAlex OpenCitations
  41. Heather Jane Ferguson , Lewis T. Jayes (2018). Plausibility and perspective influence the processing of counterfactual narratives . Discourse Processes, Special Issue in Honor of Tony Sanford, 55(2), 166. Informa UK Limited.
    Crossref OpenAlex
  42. Heather Jane Ferguson , Anthony J. Sanford , Hartmut Leuthold (2008). Eye-movements and ERPs reveal the time course of processing negation and remitting counterfactual worlds . Brain Research, 1236, 113-125. Elsevier BV.
    Crossref OpenAlex OpenCitations
  43. Tiziana Zalla , Angela Sirigu , Suzanne Robic , Pauline Chaste , Marion Leboyer , Giorgio Coricelli (2014). Feelings of regret and disappointment in adults with high-functioning autism . Cortex, 58, 112-122. Elsevier BV.
    Crossref OpenAlex OpenCitations
  44. Teresa McCormack , Eimear O’Connor , Sarah Beck , Aidan Feeney (2016). The development of regret and relief about the outcomes of risky decisions . Journal of Experimental Child Psychology, 148, 1-19. Elsevier BV.
    Crossref OpenAlex OpenCitations
  45. Eva Rafetseder , Josef Perner (2012). When the alternative would have been better: Counterfactual reasoning and the emergence of regret . Cognition & Emotion, 26(5), 800-819. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  46. Eva Rafetseder , Maria Schwitalla , Josef Perner (2013). Counterfactual reasoning: From childhood to adulthood . Journal of Experimental Child Psychology, 114(3), 389-404. Elsevier BV.
    Crossref OpenAlex OpenCitations
  47. Uta Frith , Francesca Happé (1994). Autism: beyond “theory of mind” . Cognition, 50(1-3), 115-132. Elsevier BV.
    Crossref OpenAlex OpenCitations
  48. Daniel P. Weisberg , Sarah R. Beck (2010). Children’s thinking about their own and others’ regret and relief . Journal of Experimental Child Psychology, 106(2-3), 184-191. Elsevier BV.
    Crossref OpenAlex OpenCitations
  49. Eimear O’Connor , Teresa McCormack , Aidan Feeney (2012). The development of regret . Journal of Experimental Child Psychology, 111(1), 120-127. Elsevier BV.
    Crossref OpenAlex OpenCitations
  50. Marcel Zeelenberg , Rik Pieters (2007). A Theory of Regret Regulation 1.0 . Journal of Consumer Psychology, 17(1), 3-18. Wiley.
    Crossref OpenAlex OpenCitations
  51. Lucy A Livingston , Francesca Happé (2017). Conceptualising compensation in neurodevelopmental disorders: Reflections from autism spectrum disorder . Neuroscience & Biobehavioral Reviews, 80, 729-742. Elsevier BV.
    Crossref OpenAlex OpenCitations
  52. Philippa L. Howard , Simon P. Liversedge , Valerie Benson (2017). Benchmark eye movement effects during natural reading in autism spectrum disorder. Journal of Experimental Psychology: Learning, Memory, and Cognition, 43(1), 109-127. American Psychological Association (APA).
    Crossref OpenAlex OpenCitations
  53. Hilary J. Leevers , Paul L. Harris (2000). Counterfactual Syllogistic Reasoning in Normal 4-Year-Olds, Children with Learning Disabilities, and Children with Autism . Journal of Experimental Child Psychology, 76(1), 64-87. Elsevier BV.
    Crossref OpenAlex OpenCitations
  54. Alan M. Leslie (1987). Pretense and representation: The origins of "theory of mind." . Psychological Review, 94(4), 412-426. American Psychological Association (APA).
    Crossref OpenAlex OpenCitations
  55. Neal J. Roese (1997). Counterfactual thinking. Psychological Bulletin, 121(1), 133-148. American Psychological Association (APA).
    Crossref OpenAlex OpenCitations
  56. S. Baron-Cohen , S Wheelwright , Jessica Hill , Y Raste , I Plumb (2001). The "Reading the Mind in the Eyes" Test revised version: a study with normal adults, and adults with Asperger syndrome or high-functioning autism. PubMed, 42(2), 241-51.
    Type: Article OpenAlex: https://openalex.org/W2134822928
    OpenAlex
  57. Marcel Zeelenberg , Wilco W van Dijk , Joop van der Pligt , Antony S.R Manstead , Pepijn van Empelen , Dimitri Reinderman (1998). Emotional Reactions to the Outcomes of Decisions: The Role of Counterfactual Thought in the Experience of Regret and Disappointment . Organizational Behavior and Human Decision Processes, 75(2), 117-141. Elsevier BV.
    Crossref OpenAlex OpenCitations
  58. Nicolle A. (2014). Regret and disappointment in autism spectrum disorders: The matter of thinking versus feeling . Cortex, 30, e3.
    Type: Other
    Crossref
  59. Daniel P. Weisberg , Sarah R. Beck (2012). The development of children's regret and relief . Cognition & Emotion, 26(5), 820-835. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  60. R Core Team (2016). R: A language and environment for statistical computing . R: A language and environment for statistical computing.
    Type: Other
    Crossref
  61. R Core Team (2026). R: A Language and Environment for Statistical Computing . R Foundation for Statistical Computing.
    OpenAlex
  62. Wechsler D. (1999). Wechsler abbreviated scale of intelligence . Wechsler abbreviated scale of intelligence.
    Type: Other
    Crossref
  63. David Wechsler (2012). Wechsler Abbreviated Scale of Intelligence . PsycTESTS Dataset. American Psychological Association (APA).
    OpenAlex