Brief report: Cognitive flexibility in autism spectrum disorders: A quantitative review
Abstract
Impairments in cognitive flexibility have been used to characterize the neuropsychological presentation of persons with autism spectrum disorders (ASDs). Previous studies have yielded mixed results. Our objective was to systematically review the sensitivity of cognitive flexibility measures in ASD using quantitative methods employed by meta-analytic statistical techniques. Seventy-two studies met inclusion criteria for analysis and included a total of 2,137 individuals with ASD and 2,185 healthy controls. Our findings demonstrate that while the shift sub-scale of the self-report version of the Behavioral Rating Inventory of Executive Function (BRIEF) showed approximate absolute discriminability, of all the performance measures that were systematically reviewed and evaluated, none could reliably differentiate between individuals with ASD and controls; this is not surprising given that cognitive flexibility is not a core deficit of ASD. Our findings suggest that while the shift sub-scale of the self-report version of the BRIEF is a promising clinical marker, clinical performance measures of cognitive flexibility may lack ecological validity and lastly, reinforces that impairments in cognitive flexibility do not uniformly characterize all persons with ASD.
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For ASD, only half of the samples in each cohort showed FLEX-EMOT, challenging the often held notion that cognitive inflexibility is the hallmark EF comorbidity in ASD.
“For ASD, only half of the samples in each cohort showed the FLEX-EMOT profile, which challenges the often held notion of cognitive inflexibility as the hallmark EF comorbidity in ASD (Leung & Zakzanis, 2014).”
From Data‐driven identification of subtypes of executive function across typical development, attention deficit hyperactivity disorder, and autism spectrum disorders (2020) · cites this paper as Leung & Zakzanis, 2014
The difficulty with cognitive strategies may be reflective of the challenges many autistic people experience with cognitive flexibility.
“For example, several participants reported that cognitive strategies were difficult because they had trouble changing their thoughts, which may be reflective of the challenges many autistic people experience with cognitive flexibility (Leung & Zakzanis, 2014).”
From A mixed methods study of autistic adults' mental health therapy experiences (2023) · cites this paper as Leung & Zakzanis, 2014
Several participants reported that cognitive strategies were difficult because they had trouble changing their thoughts.
“For example, several participants reported that cognitive strategies were difficult because they had trouble changing their thoughts, which may be reflective of the challenges many autistic people experience with cognitive flexibility (Leung & Zakzanis, 2014).”
From A mixed methods study of autistic adults' mental health therapy experiences (2023) · cites this paper as Leung & Zakzanis, 2014
Individuals with ASD exhibit impairment in set-shifting across a broad range of samples, tasks, and measurement constructs.
“individuals with ASD exhibited an impairment in set-shifting”
From Can Bilingualism Mitigate Set-Shifting Difficulties in Children With Autism Spectrum Disorders? (2019) · cites this paper as Leung & Zakzanis, 2014
Effect size for set-shifting difficulties is consistently and substantially larger for daily life measures than for experimental tasks.
“effect size is consistently and substantially larger for set-shifting difficulties in daily life relative to that observed on experimental tasks”
From Can Bilingualism Mitigate Set-Shifting Difficulties in Children With Autism Spectrum Disorders? (2019) · cites this paper as Leung & Zakzanis, 2014
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Cognitive deficits and symbolic play in preschoolers with autism
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Do Adults with Autism Spectrum Disorders Compensate in Naturalistic Prospective Memory Tasks?
Altgassen, M., Koban, N., & Kliegel, M. (2012) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-012-1466-3 · Cited by 54 · see citing works
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Neural correlates of moral reasoning in autism spectrum disorder
Schneider, K., Pauly, K. D., Gossen, A., Mevissen, L., Michel, T. M., Gur, R. C., Schneider, F. W., & Habel, U. (2012) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nss051 · Cited by 46 · see citing works
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Consciousness and Control in Task Switching
Meiran, N., Hommel, B., Bibi, U., & Lev, I. (2002) · Consciousness and Cognition · doi:10.1006/ccog.2001.0521 · Cited by 42 · see citing works
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Behavioral flexibility in individuals with autism: Theory, assessment, and intervention
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Brief Report: CANTAB Performance and Brain Structure in Pediatric Patients with Asperger Syndrome
Kaufmann, L., Zotter, S., Pixner, S., Starke, M., Haberlandt, E., Steinmayr-Gensluckner, M., Egger, K. E., Schocke, M. F. H., Weiss, E. M., & Marksteiner, J. (2012) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-012-1686-6 · Cited by 29 · see citing works
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Executive functioning in individuals with intellectual disabilities and autism spectrum disorders
Roelofs, R. L., Visser, E., Berger, H. J. C., Prins, J. B., Valk, H. M. J. V. S. L., & Teunisse, J. (2013) · Journal of Intellectual Disability Research · doi:10.1111/jir.12085 · Cited by 26 · see citing works
Conceptual and Perceptual Set-shifting executive abilities in young adults with Asperger's syndrome
Brady, D. I., Schwean, V. L., Saklofske, D. H., McCrimmon, A. W., Montgomery, J. M., & Thorne, K. J. (2013) · Research in Autism · doi:10.1016/j.rasd.2013.09.009 · Cited by 25 · see citing works
Yerys, B. E., Wolff, B. C., Moody, E., Pennington, B. F., & Hepburn, S. L. (2012) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-012-1443-x · Cited by 25 · see citing works
[Assessment of executive/attentional performance in Asperger's disorder].
Kılınçaslan, A., Mukaddes, N. M., Küçükyazıcı, G. S., & Gurvit, H. I. (2010) · PubMed · Cited by 24 · see citing works
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Reitan, R. M. (2003) · Archives of Clinical Neuropsychology · doi:10.1016/s0887-6177(03)00045-3 · Cited by 8 · see citing works
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Autism spectrum disorders: a meta-analysis of executive function
Demetriou, E. A., Lampit, A., Quintana, D. S., Naismith, S. L., Song, Y. J. C., Pye, J. E., Hickie, I., & Guastella, A. J. (2018) · Molecular Psychiatry · doi:10.1038/mp.2017.75 · Cited by 841 · see citing works
Demetriou, E. A., DeMayo, M. M., & Guastella, A. J. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00753 · Cited by 274 · see citing works
“A meta-analysis on cognitive flexibility (96) indicated life span impairment in ASD.”
Lai, C. L. E., Lau, Z., Lui, S. S. Y., Lok, E., Tam, V., Chan, Q., Cheng, K. M., Lam, S. M., & Cheung, E. F. C. (2017) · Autism Research · doi:10.1002/aur.1723 · Cited by 250 · see citing works
“Fourth, previous meta-analyses [Geurts et al., 2014; Leung & Zakzanis, 2014] included studies conducted on samples with ASD and comorbid intellectual disability.”
BackgroundMethodResultInfluentialWestwood, H., Stahl, D. R., Mandy, W., & Tchanturia, K. (2016) · Psychological Medicine · doi:10.1017/s0033291716000581 · Cited by 179 · see citing works
“A recent meta-analysis (Leung & Zakzanis, 2014) comparing neuropsychological performance between patients with ASD and HCs on number of perseverative errors on the computerized WCST, which again pooled both child and adult studies, reported a medium mean effect size (d = 0.68).”
BackgroundMethodInfluentialLiang, X., Li, R., Wong, S. H., Sum, R. K. W., Wang, P., Yang, B., & Sit, C. H. P. (2021) · Sports Medicine · doi:10.1007/s40279-021-01545-3 · Cited by 187 · see citing works
de Vries, M., Prins, P. J. M., Schmand, B. A., & Geurts, H. M. (2014) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12324 · Cited by 163 · see citing works
PTSD and autism spectrum disorder: Co-morbidity, gaps in research, and potential shared mechanisms.
Haruvi-Lamdan, N., Horesh, D., & Golan, O. (2017) · Psychological Trauma Theory Research Practice and Policy · doi:10.1037/tra0000298 · Cited by 151 · see citing works
Vaidya, C. J., You, X., Mostofsky, S., Pereira, F., Berl, M. M., & Kenworthy, L. (2020) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13114 · Cited by 126 · see citing works
Van Eylen, L., Boets, B., Steyaert, J., Wagemans, J., & Noens, I. (2015) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-015-0689-1 · Cited by 123 · see citing works
“[37] and is consistent with many other reports of increased perseverative errors on the original WCST (for reviews, see [55, 56]).”
ResultA Review of Language, Executive Function, and Intervention in Autism Spectrum Disorder
Friedman, L., & Sterling, A. M. (2019) · Seminars in Speech and Language · doi:10.1055/s-0039-1692964 · Cited by 119 · see citing works
“However, the authors reported that the majority of the studies included in the metaanalysis had compared individuals with ASD to age-matched controls, but the authors did not consider group matching status in their inclusionary criteria.(5) Therefore, results from this meta-analysis may not generalize to all individua…”
ResultCan Bilingualism Mitigate Set-Shifting Difficulties in Children With Autism Spectrum Disorders?
Gonzalez-Barrero, A. M., & Nadig, A. S. (2019) · Child Development · doi:10.1111/cdev.12979 · Cited by 114 · see citing works
“This is likely because the DCCS task is not a highly sensitive measure of set-shifting impairment, with a 95% confidence interval of [-1.82, 2.85] pooled over the two studies just mentioned (Leung & Zakzanis, 2014).”
BackgroundMethodResultInfluentialGranader, Y., Wallace, G. L., Hardy, K. K., Yerys, B. E., Lawson, R. A., Rosenthal, M., Wills, M. C., Dixon, E., Pandey, J., Penna, R., et al. (2014) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-014-2169-8 · Cited by 106 · see citing works
“This makes the BRIEF a useful clinical tool in ASD (Leung and Zakzanis 2014; Tunc et al. 2014), but assumptions about the factor structure of the BRIEF in ASD populations should not be premised on findings from TDC.”
MethodA meta-analysis of cognitive flexibility in autism spectrum disorder
Lage, C., Smith, E. S., & Lawson, R. P. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105511 · Cited by 112 · see citing works
“The only quantitative review to date focused specifically on cognitive flexibility in autistic people (Leung and Zakzanis, 2014) reported extensive variation in the magnitude of cognitive flexibility difficulties.”
BackgroundPasqualotto, A., Mazzoni, N., Bentenuto, A., Mulè, A., Benso, F., & Venuti, P. (2021) · Brain Sciences · doi:10.3390/brainsci11101280 · Cited by 103 · see citing works
Executive function predicts school readiness in autistic and typical preschool children
Pellicano, E., Kenny, L., Brede, J., Klaric, E., Lichwa, H., & McMillin, R. (2017) · Cognitive Development · doi:10.1016/j.cogdev.2017.02.003 · Cited by 96 · see citing works
Torske, T., Nærland, T., Øie, M. G., Stenberg, N., & Andreassen, O. A. (2018) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2017.00258 · Cited by 87 · see citing works
“Meta-analyses and reviews have been written about domains like inhibition and interference control (Geurts et al., 2014b), cognitive flexibility (Leung and Zakzanis, 2014) and working memory in ASD (Barendse et al., 2013; Wang et al., 2017).”
BackgroundWeismer, S. E., Kaushanskaya, M., Larson, C., Mathée‐Scott, J., & Bolt, D. M. (2018) · Journal of Speech Language and Hearing Research · doi:10.1044/2018_jslhr-l-rsaut-18-0026 · Cited by 77 · see citing works
“Based on a meta-analysis of shifting/cognitive flexibility studies, Leung and Zakzanis (2014) concluded that the Shift subscale of the Behavior Rating Inventory of Executive Functions (BRIEF) is a promising clinical marker for ASD, yet their results also highlighted the fact that cognitive…”
Davids, R. C. D., Groen, Y., Berg, I. J., Tucha, O. M., & van Balkom, I. D. C. (2016) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-016-2831-4 · Cited by 75 · see citing works
“This is in line with a previous review on the sensitivity of cognitive flexibility measures in individuals with ASD by Leung and Zakzanis (2014).”
ResultTraumatic Exposure and Psychological Well-Being: The Moderating Role of Cognitive Flexibility
Fu, F., & Chow, A. Y. M. (2016) · Journal of Loss and Trauma · doi:10.1080/15325024.2016.1161428 · Cited by 69 · see citing works
Virtual collaborative gaming as social skills training for high‐functioning autistic children
Ke, F., & Moon, J. (2018) · British Journal of Educational Technology · doi:10.1111/bjet.12626 · Cited by 69 · see citing works
Neuropsychological assessment in autism spectrum disorder and related conditions
Zwick, G. P. (2017) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2017.19.4/gzwick · Cited by 69 · see citing works
Andersen, P. N., Skogli, E. W., Hovik, K. T., Egeland, J., & Øie, M. (2015) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-015-2415-8 · Cited by 63 · see citing works
Intelligence May Moderate the Cognitive Profile of Patients with ASD
Rommelse, N. N. J., Langerak, I., van der Meer, J., de Bruijn, Y. G. E., Staal, W., Oerlemans, A. M., & Buitelaar, J. K. (2015) · PLoS ONE · doi:10.1371/journal.pone.0138698 · Cited by 62 · see citing works
“Importantly however, cognitive deficits were not generalized across all domains (particularly set shifting was completely normal in ASD participants across the IQ range, in line with a recent review [63] and were overall of small to moderate size at best, suggesting cognitive deficits not to be the core or sole cause…”
MethodResultPantazakos, T., & Vanaken, G.-J. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1225152 · Cited by 59 · see citing works
“, thinking errors and cognitive distortions); facing demands for unachievable cognitive flexibility and perspective-taking (Minshew et al., 2002; Koenig and Levine, 2011; Leung and Zakzanis, 2014; Cooper et al., 2018); difficulty with interpreting social cues, facial expressions, and nonverbal communication; building…”
BackgroundImpaired cognitive flexibility across psychiatric disorders
Grant, J. E., & Chamberlain, S. R. (2023) · CNS Spectrums · doi:10.1017/s1092852923002237 · Cited by 58 · see citing works
“Many psychiatric disorders are characterized by repetitive compulsive behaviors (including, for example, alcohol and substance use disorders, schizophrenia, autism spectrum disorders, eating disorders, gambling disorder, trichotillomania, and skin-picking disorder).(1-7) Obsessivecompulsive disorder (OCD) may reflect…”
BackgroundDiagnóstico de autismo no século XXI: evolução dos domínios nas categorizações nosológicas
Fernandes, C. S., Tomazelli, J. G., & Girianelli, V. R. (2020) · Psicologia USP · doi:10.1590/0103-6564e200027 · Cited by 104 · see citing works
Autism spectrum disorder and schizophrenia: boundaries and uncertainties
Pina‐Camacho, L., Parellada, M., & Kyriakopoulos, M. (2016) · BJPsych Advances · doi:10.1192/apt.bp.115.014720 · Cited by 55 · see citing works
“Both patients with ASD and those with schizophrenia can show odd mannerisms, stereotyped behaviours and a rigid, inflexible pattern of thinking and behaving (Delahunty 1993; Ridley 1994; Leung 2014).”
Howlett, C. A., Wewege, M. A., Berryman, C. F., Oldach, A. M., Jennings, E., Moore, E., Karran, E. L., Szeto, K., Pronk, L., Miles, S., et al. (2021) · Clinical Psychology Review · doi:10.1016/j.cpr.2021.102061 · Cited by 61 · see citing works
What does it take to be rigid? Reflections on the notion of rigidity in autism
Petrolini, V., Jorba, M., & Vicente, A. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1072362 · Cited by 49 · see citing works
Albein‐Urios, N., Youssef, G. J., Kirkovski, M., & Enticott, P. G. (2018) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-018-3503-3 · Cited by 45 · see citing works
“Poorer performance on the BRIEF-A shift subscale has been shown consistently in individuals with ASD (Gioia et al. 2002; Leung and Zakzanis 2014).”
MethodBurrows, C. A., Timpano, K. R., & Uddin, L. Q. (2017) · Clinical Psychological Science · doi:10.1177/2167702616683506 · Cited by 43 · see citing works
“There is also ample evidence for reduced cognitive flexibility across development in ASD, both in laboratory assessments (Lopez et al., 2005; Panerai et al., 2014) and on self- and parent-reports (Leung & Zakzanis, 2014).”
BackgroundCharacteristic Executive Dysfunction for High‐Functioning Autism Sustained to Adulthood
Xie, R., Sun, X., Yang, L., & Guo, Y. (2020) · Autism Research · doi:10.1002/aur.2304 · Cited by 45 · see citing works
“…memory, planning, cognitive flexibility, inhibition, and so on [Hill, 2004b], and has long been of interest for its proposed role in specific impairments in ASD in a set of cognitive and behavioral control process [Demetriou et al., 2018; Leung & Zakzanis, 2014; Olde Dubbelink & Geurts, 2017].”
BackgroundBilingual language development in autism
Prévost, P., & Tuller, L. (2021) · Linguistic Approaches to Bilingualism · doi:10.1075/lab.21018.pre · Cited by 46 · see citing works
Prospective memory in autism: theory and literature review
Sheppard, D. P., Bruineberg, J. P., Kretschmer-Trendowicz, A., & Altgassen, M. (2018) · The Clinical Neuropsychologist · doi:10.1080/13854046.2018.1435823 · Cited by 40 · see citing works
“…et al., 2004) and switching flexibly between different tasks or foci of attention (Corbett, Constantine, Hendren, Rocke, & Ozonoff, 2009; Kenworthy, Yerys, Anthony, & Wallace, 2008; Leung & Zakzanis, 2014; Ozonoff et al., 2004; but see Geurts, Corbett, & Solomon, 2009 for a critical review).”
Kenworthy, L. E., Verbalis, A. D., Bascom, J., daVanport, S., Strang, J. F., Pugliese, C. E., Freeman, A. J., Jeppsen, C., Armour, A. C., Jost, G. M., et al. (2021) · Autism · doi:10.1177/13623613211029117 · Cited by 40 · see citing works
“In the case of autism, Leung and Zakzanis (2014) conducted a quantitative review of 72 studies and found that (1) autistic individuals without intellectual disability demonstrated variability in the magnitude of EF impairment depending on the type of assessment measure and (2) parent-report and…”
Ebstein, F., Küry, S., Most, V., Rosenfelt, C., Scott-Boyer, M.-P., van Woerden, G. M., Besnard, T., Papendorf, J. J., Studencka-Turski, M., Wang, T., et al. (2023) · Science Translational Medicine · doi:10.1126/scitranslmed.abo3189 · Cited by 36 · see citing works
Lei, J., Charman, T., Leigh, E., Russell, A., Mohamed, Z., & Hollocks, M. J. (2022) · Autism Research · doi:10.1002/aur.2826 · Cited by 35 · see citing works
“Previous systematic and literature reviews on the topic of CI have evaluated the psychometric properties of standardized measures, including their discriminability (Leung & Zakzanis, 2014) and ecological validity when completed by autistic individuals (Geurts et al., 2009).”
BackgroundPeristeri, E., Vogelzang, M., & Tsimpli, I. M. (2021) · Neurobiology of Language · doi:10.1162/nol_a_00055 · Cited by 36 · see citing works
“Heterogeneity in EF in autism has been verified by Leung and Zakzanis’ (2014) meta-analysis, which has exhibited considerable variability of effect size in set-shifting performance across autistic populations, further implying that EF deficits do not constitute a uniform characteristic of the…”
ResultEffects of therapeutic recreation on adults with ASD and ID: a preliminary randomized control trial
García-Villamisar, D. A., Dattilo, J., & Muela, C. (2016) · Journal of Intellectual Disability Research · doi:10.1111/jir.12320 · Cited by 36 · see citing works
A mixed methods study of autistic adults' mental health therapy experiences
Mazurek, M. O., Pappagianopoulos, J., Brunt, S., Sadikova, E., Nevill, R., Menezes, M., & Harkins, C. (2023) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.2835 · Cited by 33 · see citing works
Real-world executive functioning for autistic children in school and home settings
Tschida, J. E., & Yerys, B. E. (2021) · Autism · doi:10.1177/13623613211041189 · Cited by 32 · see citing works
“While broad executive function impairments characterize autism spectrum disorder (ASD), shifting has been proposed as a promising clinical marker from caregiver informant data given its notable ability to differentiate autistic and typically developing (TD) individuals (Leung & Zakzanis, 2014).”
InfluentialCognitive flexibility in autism: Evidence from young autistic children
Ανδρέου, Μ., Konstantopoulos, K., & Peristeri, E. (2022) · Autism Research · doi:10.1002/aur.2828 · Cited by 32 · see citing works
“…category within a limited period of time, are two common neuropsychological tests used to assess cognitive flexibility in both clinical and typical school-aged child populations (e.g., Koren et al., 2005; Leung & Zakzanis, 2014; Pastor-Cerezuela et al., 2016; Stad et al., 2019; Zhao et al., 2013).”
BackgroundNorris, R. H. C., Churilov, L. P., Hannan, A. J., & Nithianantharajah, J. (2019) · Molecular Autism · doi:10.1186/s13229-019-0292-2 · Cited by 29 · see citing works
Shogren, K. A., Mosconi, M. W., Raley, S. K., Dean, E. E., Edwards, B., Wallisch, A. M., Boyd, B. A., & Kiblen, J. C. (2021) · Autism in Adulthood · doi:10.1089/aut.2021.0010 · Cited by 34 · see citing works
Retico, A., Gori, I., Giuliano, A., Muratori, F., & Calderoni, S. (2016) · Frontiers in Neuroscience · doi:10.3389/fnins.2016.00306 · Cited by 29 · see citing works
“, 2001), as well as in cognitive flexibility and in the ability to regulate the breadth of attention (Leech and Sharp, 2014), functions frequently impaired in patients with ASD (Bruck et al., 2007; Leung and Zakzanis, 2014; Orekhova and Stroganova, 2014).”
BackgroundIlen, L., Feller, C. M., & Schneider, M. (2023) · Autism · doi:10.1177/13623613231204829 · Cited by 28 · see citing works
“It is possible that executive functioning difficulties (Kenworthy et al., 2008) or cognitive rigidity (Leung & Zakzanis, 2014), associated with autism, could interfere with effective problem-solving and coping with perceived stress related to daily-life activities.”
BackgroundJuliano, A., Alexander, A., DeLuca, J., & Genova, H. M. (2020) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2020.103641 · Cited by 29 · see citing works
Demetriou, E. A., Park, S. H., Ho, N., Pepper, K. L., Song, Y. J. C., Naismith, S. L., Thomas, E. E., Hickie, I. B., & Guastella, A. J. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.00545 · Cited by 24 · see citing works
Baixauli, I., Miranda, B. R., Berenguer, C., Lorenzo, M. T. D. M., & Miranda, A. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.646849 · Cited by 25 · see citing works
Developing set‐shifting improvement tasks (SSIT) for children with high‐functioning autism
Saniee, S., Pouretemad, H., & Zardkhaneh, S. A. (2019) · Journal of Intellectual Disability Research · doi:10.1111/jir.12633 · Cited by 25 · see citing works
Rosa, M., Puig, O., Lázaro, L., Vallés, V., Lera‐Miguel, S., Sánchez‐Gistau, V., & Calvo, R. M. (2017) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-017-3137-x · Cited by 23 · see citing works
“2016) but some mixed results remain in the literature (Geurts et al. 2009; Leung and Zakzanis 2014; May et al. 2013; Oerlemans et al. 2013; Rommelse et al. 2015; Semrud-Clikeman et al. 2014).”
Lacroix, A., Dutheil, F., Logemann, A., Cserjesi, R., Peyrin, C., Biro, B., Gomot, M., & Mermillod, M. (2022) · Autism · doi:10.1177/13623613211062776 · Cited by 21 · see citing works
“However, laboratory results on flexibility in autism are inconsistent (for overviews, see Geurts et al., 2009; Leung & Zakzanis, 2014).”
ResultRuan, Y., Li, K.-Y., Zheng, R., Yan, Y., Wang, Z., Chen, Y., Liu, Y., Tian, J., Zhu, L., Lou, H., et al. (2022) · Cell Reports · doi:10.1016/j.celrep.2022.110437 · Cited by 22 · see citing works
Quantitative prediction of individual cognitive flexibility using structural MRI
Zhu, J., Zhu, D., Zhang, C., Wang, Y., Yang, Y., & Yu, Y. (2018) · Brain Imaging and Behavior · doi:10.1007/s11682-018-9905-1 · Cited by 22 · see citing works
Mouga, S., Duarte, I. C., Café, C., Sousa, D., Duque, F., Oliveira, G., & Castelo-Branco, M. S. (2022) · Journal of Neurodevelopmental Disorders · doi:10.1186/s11689-022-09417-1 · Cited by 22 · see citing works
Autism and Pervasive Developmental Disorders
(2019) · Cambridge University Press eBooks · doi:10.1017/9781108297769 · Cited by 24 · see citing works
Planning in Children with Autism Spectrum Disorder: The Role of Verbal Mediation
Larson, C., Gangopadhyay, I., Prescott, K. E., Kaushanskaya, M., & Weismer, S. E. (2020) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-020-04639-5 · Cited by 22 · see citing works
“I have to charge my social battery”: Perspectives from autistic young adults on Quality of Life
Øverland, E., Hauge, Å. L., Orm, S., Øie, M. G., Skogli, E. W., Pellicano, E., & Andersen, P. N. (2024) · Autism · doi:10.1177/13623613241245578 · Cited by 18 · see citing works
“Transitions often involve uncertainty about what is ahead, and uncertainty can be experienced as more challenging for autistic people than non-autistic people (Leung & Zakzanis, 2014).”
BackgroundJones, D. R., Dallman, A., Harrop, C., Whitten, A., Pritchett, J., Lecavalier, L., Bodfish, J. W., & Boyd, B. A. (2022) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-021-04965-2 · Cited by 18 · see citing works
Anning, K. L., Langley, K., Hobson, C., & Van Goozen, S. H. M. (2023) · Cortex · doi:10.1016/j.cortex.2023.06.005 · Cited by 18 · see citing works
“Previous research has indicated that cognitive flexibility is the most commonly identified EF problem in individuals with ASD (Leung & Zakzanis, 2014); it is also linked to disorder-specific symptoms (Hill & Bird, 2006; South et al., 2007) and challenges (e.g., theory of mind; Jones et al., 2018).”
BackgroundPsychological Factors in Autism Spectrum Disorders
Vivanti, G., Yerys, B. E., & Salomone, E. (2019) · Cambridge University Press eBooks · doi:10.1017/9781108297769.004 · Cited by 16 · see citing works
Petrolo, E., Guerrera, S., Logrieco, M. G., Casula, L., Vicari, S., & Valeri, G. (2025) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2024.104905 · Cited by 18 · see citing works
Pan, C., Sung, M., Tsai, C., Chen, F., Chen, Y., & Chen, C. (2024) · Autism Research · doi:10.1002/aur.3136 · Cited by 16 · see citing works
“However, the current finding regarding the difference of cognitive flexibility performance is not consistent with previous literature (Leung & Zakzanis, 2014; Robinson et al., 2009), which found preserved cognitive flexibility among autistic individuals.”
ResultErgenlerde İyi Oluşun Yordanmasında Bilişsel Esneklik ve Öz-Şefkatin Rolü
Topkaya, N., Köksal, Z., & BAYRAM, S. (2022) · Batı anadolu eğitim bilimleri dergisi · doi:10.51460/baebd.1084576 · Cited by 14 · see citing works
A systematic review of ecological momentary assessment in autism research
Chen, Y., Xi, Z., Greene, T., & Mandy, W. (2024) · Autism · doi:10.1177/13623613241305722 · Cited by 13 · see citing works
“Although some previous researchers expressed concerns about autistic people’s capacity to transition between activities (Leung & Zakzanis, 2014), autistic participants in Chen et al. (2014) reported that they were able to shift back and forth between responding to signals and daily activities. a…”
Taylor, S. C., Gehringer, B. N., Dow, H. C., Langer, A., Rawot, E., Smernoff, Z., Steeman, S. L., Almasy, L. A., Rader, D. J., Bućan, M., et al. (2022) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-022-05822-6 · Cited by 15 · see citing works
“Additionally, a previous meta-analysis showed that self-report BRIEF scales performed better in terms of clinical ASD discrimination than informant-report BRIEF scales (Leung & Zakzanis, 2014).”
Li, S.-T., Chien, W., Chung, C., & Tzeng, N. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1329836 · Cited by 13 · see citing works
King, C., Rogers, L. G., Jansen, J., Sivayokan, B., Neyhard, J., Warnes, E., Hall, S. E., & Plakke, B. (2024) · Physiology & Behavior · doi:10.1016/j.physbeh.2024.114638 · Cited by 13 · see citing works
Cognitive flexibility in autism: How task predictability and sex influence performances
Lacroix, A., Torija, E., Logemann, H. N. A., Baciu, M., Cserjési, R., Dutheil, F., Gomot, M., & Mermillod, M. (2024) · Autism Research · doi:10.1002/aur.3281 · Cited by 17 · see citing works
Hemi, A., Sopp, M. R., Schäfer, S. K., Michael, T., & Levy‐Gigi, E. (2022) · Health & Social Care in the Community · doi:10.1111/hsc.14053 · Cited by 12 · see citing works
“It enables individuals to shift between discrepant tasks or demands and adapt to different challenges (Koesten et al., 2009; Leung & Zakzanis, 2014).”
BackgroundEnhanced fear limits behavioral flexibility in Shank2-deficient mice
Yun, M., Kim, E., & Jung, M. W. (2022) · Molecular Autism · doi:10.1186/s13229-022-00518-1 · Cited by 13 · see citing works
“People with ASD often show impairments in tasks requiring cognitive flexibility, such as the Wisconsin card sorting test [11, 12], and impaired cognitive flexibility has been proposed to underlie repetitive and restrictive patterns of behavior in this disorder [13].”
BackgroundPisu, M. G., Boero, G., Garau, A., Casula, C., Cisci, S., Biggio, F., Concas, A., Follesa, P., Maciocco, E., Porcu, P., et al. (2019) · Neuropharmacology · doi:10.1016/j.neuropharm.2019.107686 · Cited by 13 · see citing works
Jin, F., & Wang, Z. (2024) · Frontiers in Neuroscience · doi:10.3389/fnins.2024.1514678 · Cited by 12 · see citing works
Blume, J., Kahathuduwa, C. N., & Mastergeorge, A. M. (2022) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-022-05460-y · Cited by 11 · see citing works
“…of Laboratory Sciences and Primary Care, Department of Psychiatry, Texas Tech University Health Sciences Center, Lubbock, USA 1 3 skills (e.g., initiation, working memory) in contrast (Freeman et al., 2017; Leung & Zakzanis, 2014; Ozonoff et al., 2004; Pugliese et al., 2015; Torske et al., 2018).”
Cahalan, S., Mitroff, S. R., Subiaul, F., & Rosenblau, G. (2025) · Personality Neuroscience · doi:10.1017/pen.2025.10002 · Cited by 11 · see citing works
“Slower shifts in extra-dimensional reversal learning has been shown to scale with behavioral inflexibility in individuals with an autism diagnosis (D ’ Cruz et al., 2013; Geurts et al., 2009; Leung & Zakzanis, 2014; Yerys et al., 2009).”
Kaynak, H., Nazlıgül, M. D., & Cengil, B. B. (2024) · The Journal of Psychology · doi:10.1080/00223980.2024.2352730 · Cited by 13 · see citing works
“In addition, people with greater cognitive flexibility are more adaptable and open to change, readily modifying their thought processes, opinions, and problem-solving strategies in response to new information or challenges (Leung & Zakzanis, 2014).”
Yakubova, G., & Zeleke, W. A. (2016) · Journal of Special Education Technology · doi:10.1177/0162643416650023 · Cited by 10 · see citing works
Mouga, S., Duarte, I. C., Café, C., Sousa, D., Duque, F., Oliveira, G., & Castelo-Branco, M. S. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.671507 · Cited by 11 · see citing works
Age-related differences in inhibitory control and memory updating in boys with Asperger syndrome
Weiss, E. M., Gschaidbauer, B., Kaufmann, L., Fink, A., Schulter, G., Mittenecker, E., & Papousek, I. (2016) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-016-0756-8 · Cited by 10 · see citing works
“Some authors suggest that EF deficits in adults with AS and high-functioning autism may not be apparent in standard neuropsychological tests of EFs such as the Wisconsin card sorting test (WCST) which are rather unspecific indicators of brain functions because they confound several cognitive components and processes […”
BackgroundGong, J., He, Y., Zhou, L., Mo, Y., Yu, F., Liu, M., Yang, L., & Liu, J. (2021) · Personality and Individual Differences · doi:10.1016/j.paid.2021.111293 · Cited by 10 · see citing works
Koithan, E. M., Demeter, D. V., Ali, S. A., Feigelis, M., & Greene, D. J. (2024) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2024.101429 · Cited by 10 · see citing works
Jertberg, R., Begeer, S., Geurts, H. M., Chakrabarti, B., & der Burg, E. V. (2025) · Autism Research · doi:10.1002/aur.70015 · Cited by 9 · see citing works
García-Villamisar, D. A., Jodra, M., Sáez‐Suanes, G. P., & Thorell, L. B. (2020) · Revista de Psicopatología y Psicología Clínica · doi:10.5944/rppc.26183 · Cited by 9 · see citing works
“In addition, a review of studies of cognitive flexibility showed that ratings, but not tests, could discriminate between individuals with ASD and controls (Leung & Zakzanis, 2014).”
BackgroundCheng, X., Li, Y., Cui, X., Cheng, H., Li, C., Fu, L., Jiang, J., Hu, Z., & Ke, X. (2021) · Frontiers in Neuroscience · doi:10.3389/fnins.2021.747273 · Cited by 11 · see citing works
Accumbal Adenosine A2A Receptors Enhance Cognitive Flexibility by Facilitating Strategy Shifting
Zhou, J., Wu, B., Lin, X., Dai, Y., Li, T., Zheng, W., Guo, W. M., Vakal, S., Chen, X., & Chen, J. (2019) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2019.00130 · Cited by 9 · see citing works
Heterogeneity of executive functions among preschool children with psychiatric symptoms
Teivaanmäki, S., Huhdanpää, H., Kiuru, N. H., Aronen, E. T., Närhi, V. M., & Klenberg, L. (2019) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-019-01437-y · Cited by 9 · see citing works
Successful attentional set-shifting in 2-year-olds with and without Autism Spectrum Disorder
Smith, H., Carter, A. S., Blaser, E., & Káldy, Z. (2019) · PLoS ONE · doi:10.1371/journal.pone.0213903 · Cited by 9 · see citing works
Hemi, A., Sopp, M. R., Perel, A., Holmes, E. A., & Levy‐Gigi, E. (2023) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2023.101858 · Cited by 8 · see citing works
Pugliese, C. E., Handsman, R., You, X., Anthony, L. G., Vaidya, C. J., & Kenworthy, L. E. (2024) · Autism · doi:10.1177/13623613241246091 · Cited by 8 · see citing works
“…meta-analyses have identified inconsistency in the magnitude and specificity of EF challenges (Demetriou et al., 2018; C. L. E.Lai et al., 2017; Leung & Zakzanis, 2014), calling for a more nuanced, ground-up investigation of this construct in autism using a multi-dimensional, data-driven…”
Roselló, R., Berenguer, C., Martı́nez-Raga, J., Miranda, A., & Cortese, S. (2021) · Journal of Clinical Medicine · doi:10.3390/jcm10102220 · Cited by 8 · see citing works
Cook, K. M., You, X., Cherry, J. B. C., Merchant, J. S., Skapek, M., Powers, M. D., Pugliese, C. E., Kenworthy, L. E., & Vaidya, C. J. (2021) · Journal of Neurodevelopmental Disorders · doi:10.1186/s11689-021-09388-9 · Cited by 8 · see citing works
“Moreover, behavioral inflexibility is associated with the two core characteristics of ASD, difficulty in social interaction [25] and engagement in restricted and repetitive behaviors [42, 45], and also predicts socially adaptive outcomes [10, 59, 60], although the direct link between cognitive and behavioral flexibili…”
BackgroundOlfactory capacity in anorexia nervosa: correlations with set-shifting ability
Karavia, A., Kapsali, F., Gonidakis, F., Koliou, A., Tsigkaropoulou, E., Papageorgiou, C., & Michopoulos, I. (2021) · Eating and Weight Disorders - Studies on Anorexia Bulimia and Obesity · doi:10.1007/s40519-021-01188-3 · Cited by 7 · see citing works
An ecologically valid understanding of executive functioning
Monteiro, E. M. (2021) · Psychology in the Schools · doi:10.1002/pits.22627 · Cited by 7 · see citing works
Sheppard, D. P., & Altgassen, M. (2021) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2021.104001 · Cited by 7 · see citing works
Lung, S. L. M., & Bertone, A. (2021) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-021-05134-1 · Cited by 7 · see citing works
Knížková, K., Siroňová, A., Večeřová, M., Keřková, B., Šustová, P., Jonáš, J., Hrubý, A., & Rodríguez, M. (2023) · Applied Neuropsychology Adult · doi:10.1080/23279095.2023.2230508 · Cited by 6 · see citing works
“;) or in a set of tests (Champagne-Lavau et al., 2012; Leung & Zakzanis, 2014; Zmigrod et al., 2019).”
Attention and sensory integration for gait in young adults with autism spectrum disorder
Bick, N. A., Redfern, M. S., Jennings, J. R., Eack, S. M., Iverson, J. M., & Cham, R. (2024) · Gait & Posture · doi:10.1016/j.gaitpost.2024.04.035 · Cited by 6 · see citing works
Lacroix, A., Bennetot-Deveria, Y., Baciu, M., Dutheil, F., Magnon, V., Gomot, M., & Mermillod, M. (2024) · Molecular Autism · doi:10.1186/s13229-024-00622-4 · Cited by 8 · see citing works
Tracking Representational Flexibility Development through Speech Data Mining
Ke, F.-F., Moon, J., & Sokolikj, Z. (2020) · Frontiers in Education Conference · doi:10.1109/fie44824.2020.9273818 · Cited by 6 · see citing works
“The literature indicates card sorting, flexible item selection, and insight problems, along with qualitative observation or interviewing are the major methods of flexibility evaluation [9].”
MethodElmaghraby, R., Blank, E., Miyakoshi, M., Gilbert, D. L., Wu, S. W., Larsh, T., Westerkamp, G., Liu, Y., Horn, P. S., Erickson, C. A., et al. (2025) · Journal of Child and Adolescent Psychopharmacology · doi:10.1089/cap.2024.0109 · Cited by 5 · see citing works
“Among EF impairments, dif fi culties in cognitive fl exi-bility are frequently cited as the most impactful and are related to core ASD features (D ’ Cruz et al., 2016; D ’ Cruz et al., 2013; Dirks et al., 2020; Van Eylen et al., 2011; Hoofs et al., 2018; Leung and Zakzanis, 2014; Lage et al., 2022).”
- Authors
- Leung, R. C., & Zakzanis, K. K.
- Affiliations
- University of Toronto (CA)
- Corresponding author
- Leung, Rachel C.
- Venue
- Journal of Autism and Developmental Disorders
- Published
- 2014-05-27
- Volume
- 44
- Issue
- 10
- Pages
- 2628-2645
- ISSN
- 0162-3257 (ISSN-L)
- 1573-3432
- OpenAlex
- W1981575082
- Cited by
- 192
- References
- 127
- Citations by year
- 2026: 11 · 2025: 20 · 2024: 28 · 2023: 19 · 2022: 18 · 2021: 32 · 2020: 11 · 2019: 16 · 2018: 11 · 2017: 8 · 2016: 10 · 2015: 5 · 2014: 3
- FWCI
- 0.84
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Journal of Autism and Developmental Disorders (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Sick Kids Foundation
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Health Sciences › Medicine › Psychiatry and Mental health › Child Nutrition and Feeding Issues
- Keywords
- cognitive flexibility, autism spectrum disorder, executive function, neuropsychological assessment, discriminability, ecological validity, clinical biomarkers
- MeSH terms
- Child, Child Development Disorders, Pervasive, Cognition, Female, Humans, Neuropsychological Tests, Executive Function, Self Report
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