BackgroundSocial motivation is posited as a key factor in the expression of the autism phenotype. However, lack of precision in both conceptualization and measurement has impeded a thorough understanding of its diverse presentation and associated outcomes. This study addresses this gap by identifying subgroups of autism characterized by deficits in distinct facets of social motivation, relative to normative benchmarks.MethodsData were from 509 participants with autism, aged 5-to-21 years (M = 10.43, SD = 3.67; 81% male), enrolled in the Healthy Brain Network. Latent profile analysis was employed to identify subgroups characterized by unique configurations of reticence, seeking, and maintaining facets of social motivation, derived from a comprehensive multi-instrument factor analysis of symptom and screening measures. Pearson's chi-square tests and one-way analysis of variance were performed to explore subgroup differences in demographic characteristics, cognitive abilities, co-occurring psychopathologies, and other aspects of social functioning.ResultsFour distinct subgroups were identified: Engaged (n = 247), exhibiting the fewest challenges across each area; Inhibited (n = 143), characterized by high reticence, mild challenges in seeking, and few challenges in maintaining; Aloof (n = 68), characterized by challenges with seeking and maintaining but relatively low reticence; and Avoidant (n = 52), characterized by the highest challenges across all areas. Subgroups did not differ in terms of chronological age or sex. The Engaged subgroup exhibited the fewest challenges in other aspects of social functioning and co-occurring psychopathologies, while the Avoidant subgroup exhibited the greatest challenges, and with the Inhibited and Aloof profiles falling in between.ConclusionsThis study highlights the heterogeneous nature of deficits in social motivation in autism relative to normative benchmarks, suggesting potential avenues for tailored interventions aimed at addressing the specific challenges experienced by individuals within each subgroup. Nevertheless, there remains a need to develop more refined measurement tools capable of capturing even finer-grained aspects and diverse expressions of social motivation, facilitating further characterization of individual differences across diagnostic boundaries.
机构:
Univ Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, SpainUniv Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, Spain
Jesus Martinez-Murcia, Francisco
Lai, Meng-Chuan
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Ctr Addict & Mental Hlth, Child & Youth Mental Hlth Collaborat, Toronto, ON, Canada
Hosp Sick Children, Toronto, ON, Canada
Univ Toronto, Dept Psychiat, Toronto, ON, Canada
Univ Cambridge, Autism Res Ctr, Dept Psychiat, Cambridge, England
Natl Taiwan Univ Hosp, Dept Psychiat, Taipei, Taiwan
Coll Med, Taipei, TaiwanUniv Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, Spain
Lai, Meng-Chuan
Manuel Gorriz, Juan
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Univ Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, SpainUniv Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, Spain
Manuel Gorriz, Juan
Ramirez, Javier
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Univ Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, SpainUniv Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, Spain
Ramirez, Javier
Young, Adam M. H.
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Univ Cambridge, Autism Res Ctr, Dept Psychiat, Cambridge, EnglandUniv Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, Spain
Young, Adam M. H.
Deoni, Sean C. L.
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Brown Univ, Sch Engn, Adv Baby Imaging Lab, Providence, RI 02912 USAUniv Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, Spain
Deoni, Sean C. L.
Ecker, Christine
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机构:
Sackler Inst Translat Neurodev, Dept Forens & Neurodev Sci, London, England
Kings Coll London, Inst Psychiat Psychol & Neurosci, London, EnglandUniv Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, Spain
Ecker, Christine
Lombardo, Michael V.
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机构:
Univ Cambridge, Autism Res Ctr, Dept Psychiat, Cambridge, England
Univ Cyprus, Dept Psychol, Nicosia, Cyprus
Univ Cyprus, Ctr Appl Neurosci, Nicosia, CyprusUniv Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, Spain
Lombardo, Michael V.
Baron-Cohen, Simon
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Univ Cambridge, Autism Res Ctr, Dept Psychiat, Cambridge, EnglandUniv Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, Spain
Baron-Cohen, Simon
Murphy, Declan G. M.
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机构:
Sackler Inst Translat Neurodev, Dept Forens & Neurodev Sci, London, England
Kings Coll London, Inst Psychiat Psychol & Neurosci, London, EnglandUniv Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, Spain
Murphy, Declan G. M.
Bullmore, Edward T.
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机构:
Cambridgeshire & Peterborough NHS Fdn Trust, Cambridge, England
Univ Cambridge, Dept Psychiat, Brain Mapping Unit, Cambridge, EnglandUniv Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, Spain
Bullmore, Edward T.
Suckling, John
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Cambridgeshire & Peterborough NHS Fdn Trust, Cambridge, England
Univ Cambridge, Dept Psychiat, Brain Mapping Unit, Cambridge, EnglandUniv Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, E-18071 Granada, Spain
机构:
Inst Living, Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USA
Yale Univ, Sch Med, Dept Psychiat, New Haven, CT USAInst Living, Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USA
Assaf, Michal
Hyatt, Christopher J.
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Inst Living, Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USAInst Living, Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USA
Hyatt, Christopher J.
Wong, Christina G.
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Inst Living, Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USAInst Living, Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USA
Wong, Christina G.
Johnson, Matthew R.
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机构:
Inst Living, Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USA
Univ Nottingham, Semenyih, Selangor, MalaysiaInst Living, Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USA
Johnson, Matthew R.
Schultz, Robert T.
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机构:
Childrens Hosp Philadelphia, Ctr Autism Res, Philadelphia, PA 19104 USA
Univ Penn, Dept Pediat, Pereleman Sch Med, Philadelphia, PA 19104 USAInst Living, Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USA
Schultz, Robert T.
Hendler, Talma
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Tel Aviv Univ, Tel Aviv Sourasky Med Ctr, Wohl Inst Adv Imaging, Funct Brain Res Ctr, IL-69978 Tel Aviv, Israel
Tel Aviv Univ, IL-69978 Tel Aviv, IsraelInst Living, Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USA
Hendler, Talma
Pearlson, Godfrey D.
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机构:
Inst Living, Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USA
Yale Univ, Sch Med, Dept Psychiat, New Haven, CT USA
Yale Univ, Sch Med, Dept Neurobiol, New Haven, CT USAInst Living, Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USA
机构:
Univ Sydney, Fac Hlth Sci, Sydney, NSW 2006, Australia
Univ Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, AustraliaUniv Sydney, Fac Hlth Sci, Sydney, NSW 2006, Australia
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Univ Med Ctr Groningen, Psychiat & Rob Giel Res Ctr, NL-9713 AV Groningen, Netherlands
Univ Groningen, Sch Behav & Cognit Neurosci, Groningen, NetherlandsUniv Med Ctr Groningen, Psychiat & Rob Giel Res Ctr, NL-9713 AV Groningen, Netherlands
Quee, Piotr J.
Alizadeh, B. Z.
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机构:Univ Med Ctr Groningen, Psychiat & Rob Giel Res Ctr, NL-9713 AV Groningen, Netherlands
Alizadeh, B. Z.
Aleman, A.
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Univ Med Ctr Groningen, NeuroImaging Ctr, NL-9713 AV Groningen, NetherlandsUniv Med Ctr Groningen, Psychiat & Rob Giel Res Ctr, NL-9713 AV Groningen, Netherlands
Aleman, A.
Krabbendam, L.
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Vrije Univ, Amsterdam, NetherlandsUniv Med Ctr Groningen, Psychiat & Rob Giel Res Ctr, NL-9713 AV Groningen, Netherlands
机构:
Yale Univ, Ctr Child Study, New Haven, CT 06520 USA
Bar Ilan Univ, Dept Psychol, IL-5290002 Ramat Gan, IsraelYale Univ, Ctr Child Study, New Haven, CT 06520 USA
Gordon, Ilanit
Jack, Allison
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机构:
George Washington Univ, Autism & Neurodev Disorders Inst, Ashburn, VA 20147 USAYale Univ, Ctr Child Study, New Haven, CT 06520 USA
Jack, Allison
Pretzsch, Charlotte M.
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Yale Univ, Ctr Child Study, New Haven, CT 06520 USAYale Univ, Ctr Child Study, New Haven, CT 06520 USA
Pretzsch, Charlotte M.
Vander Wyk, Brent
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Yale Univ, Ctr Child Study, New Haven, CT 06520 USAYale Univ, Ctr Child Study, New Haven, CT 06520 USA
Vander Wyk, Brent
Leckman, James F.
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Yale Univ, Ctr Child Study, New Haven, CT 06520 USAYale Univ, Ctr Child Study, New Haven, CT 06520 USA
Leckman, James F.
Feldman, Ruth
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机构:
Yale Univ, Ctr Child Study, New Haven, CT 06520 USA
Bar Ilan Univ, Dept Psychol, IL-5290002 Ramat Gan, IsraelYale Univ, Ctr Child Study, New Haven, CT 06520 USA
Feldman, Ruth
Pelphrey, Kevin A.
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George Washington Univ, Autism & Neurodev Disorders Inst, Ashburn, VA 20147 USAYale Univ, Ctr Child Study, New Haven, CT 06520 USA