{"id":"https://openalex.org/W4404884589","doi":"https://doi.org/10.1177/10870547241297005","title":"Emotion Recognition Accuracy Among Individuals With ADHD: A Systematic Review","display_name":"Emotion Recognition Accuracy Among Individuals With ADHD: A Systematic Review","publication_year":2024,"publication_date":"2024-11-30","ids":{"openalex":"https://openalex.org/W4404884589","doi":"https://doi.org/10.1177/10870547241297005","pmid":"https://pubmed.ncbi.nlm.nih.gov/39614669","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11781233"},"language":"en","primary_location":{"id":"doi:10.1177/10870547241297005","doi":"https://doi.org/10.1177/10870547241297005","is_oa":false,"landing_page_url":"https://doi.org/10.1177/10870547241297005","pdf_url":null,"source":{"id":"https://openalex.org/S4019948","display_name":"Journal of Attention Disorders","issn_l":"1087-0547","issn":["1087-0547","1557-1246"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Attention Disorders","raw_type":"journal-article"},"volume":null,"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11781233/pdf/nihms-2048001.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024045786","display_name":"Emily Shepard","orcid":"https://orcid.org/0000-0001-9650-2109","observed_orcids":["https://orcid.org/0000-0001-9650-2109"]},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Emily C. Shepard","raw_affiliation_strings":["Department of Psychology, University of Rhode Island, Kingston, USA"],"raw_orcid":"https://orcid.org/0000-0001-9650-2109","affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Rhode Island, Kingston, USA","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010202656","display_name":"Mollie A. Ruben","orcid":"https://orcid.org/0000-0001-8918-8932","observed_orcids":["https://orcid.org/0000-0001-8918-8932"]},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mollie Ruben","raw_affiliation_strings":["Department of Psychology, University of Rhode Island, Kingston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Rhode Island, Kingston, USA","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016175545","display_name":"Lisa L. Weyandt","orcid":"https://orcid.org/0000-0002-3117-8720","observed_orcids":["https://orcid.org/0000-0002-3117-8720"]},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lisa L. Weyandt","raw_affiliation_strings":["Department of Psychology, University of Rhode Island, Kingston, USA","Intedisciplinary Neuroscience Program, University of Rhode Island, Kingston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Rhode Island, Kingston, USA","institution_ids":["https://openalex.org/I17626003"]},{"raw_affiliation_string":"Intedisciplinary Neuroscience Program, University of Rhode Island, Kingston, USA","institution_ids":["https://openalex.org/I17626003"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5024045786"],"corresponding_institution_ids":["https://openalex.org/I17626003"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":null,"fwci":0.5137,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.4955104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"29","issue":"3","first_page":"174","last_page":"194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14104","display_name":"Developmental and Educational Neuropsychology","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3206","display_name":"Neuropsychology and Physiological Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/attention-deficit-hyperactivity-disorder","display_name":"attention deficit hyperactivity disorder","score":0.972000002861023},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"emotion recognition","score":0.9079999923706055},{"id":"https://openalex.org/keywords/emotion-recognition-accuracy","display_name":"emotion recognition accuracy","score":0.8600000143051147},{"id":"https://openalex.org/keywords/gender-differences","display_name":"gender differences","score":0.8769999742507935},{"id":"https://openalex.org/keywords/assessment-methods","display_name":"assessment methods","score":0.5669999718666077},{"id":"https://openalex.org/keywords/study-quality","display_name":"study quality","score":0.6389999985694885},{"id":"https://openalex.org/keywords/neurotypical-comparison","display_name":"neurotypical comparison","score":0.8320000171661377}],"concepts":[{"id":"https://openalex.org/C2778391849","wikidata":"https://www.wikidata.org/wiki/Q1079090","display_name":"Neurotypical","level":4,"score":0.8527581095695496},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.7549710273742676},{"id":"https://openalex.org/C2779356329","wikidata":"https://www.wikidata.org/wiki/Q922625","display_name":"Checklist","level":2,"score":0.6189298033714294},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5532476902008057},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.47782185673713684},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.3832924962043762},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.2168266475200653},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.16939055919647217},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.10353916883468628},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000066499","descriptor_name":"Facial Recognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012737","descriptor_name":"Sex Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021641","descriptor_name":"Recognition, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1177/10870547241297005","doi":"https://doi.org/10.1177/10870547241297005","is_oa":false,"landing_page_url":"https://doi.org/10.1177/10870547241297005","pdf_url":null,"source":{"id":"https://openalex.org/S4019948","display_name":"Journal of Attention Disorders","issn_l":"1087-0547","issn":["1087-0547","1557-1246"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Attention Disorders","raw_type":"journal-article"},{"id":"pmid:39614669","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39614669","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of attention disorders","raw_type":"Systematic Review"},{"id":"pmh:oai:pubmedcentral.nih.gov:11781233","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11781233","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11781233/pdf/nihms-2048001.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"J Atten Disord","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:11781233","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11781233","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11781233/pdf/nihms-2048001.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"J Atten Disord","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9537000060081482,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[{"id":"https://openalex.org/G9000891484","display_name":"Dismantling barriers in pain management through an intersectional multi-method examination of race and gender biases","funder_award_id":"K01MD020123","funder_id":"https://openalex.org/F4320337534","funder_display_name":"National Institute on Minority Health and Health Disparities"}],"funders":[{"id":"https://openalex.org/F4320306127","display_name":"U.S. Department of Veterans Affairs","ror":"https://ror.org/05rsv9s98"},{"id":"https://openalex.org/F4320334151","display_name":"Center for Healthcare Organization and Implementation Research","ror":"https://ror.org/04q2rbm50"},{"id":"https://openalex.org/F4320337534","display_name":"National Institute on Minority Health and Health Disparities","ror":"https://ror.org/0493hgw16"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404884589.pdf","grobid_xml":"https://content.openalex.org/works/W4404884589.grobid-xml"},"referenced_works_count":118,"referenced_works":["https://openalex.org/W227701824","https://openalex.org/W983415536","https://openalex.org/W1600587176","https://openalex.org/W1930310411","https://openalex.org/W1966949454","https://openalex.org/W1968759160","https://openalex.org/W1969736828","https://openalex.org/W1979450242","https://openalex.org/W1992272649","https://openalex.org/W1995450778","https://openalex.org/W2002298817","https://openalex.org/W2021688949","https://openalex.org/W2023112595","https://openalex.org/W2037532622","https://openalex.org/W2038199522","https://openalex.org/W2038732840","https://openalex.org/W2041882268","https://openalex.org/W2049853953","https://openalex.org/W2065584778","https://openalex.org/W2075094779","https://openalex.org/W2075723456","https://openalex.org/W2080683407","https://openalex.org/W2086390382","https://openalex.org/W2094632207","https://openalex.org/W2103257811","https://openalex.org/W2105628924","https://openalex.org/W2106131177","https://openalex.org/W2114428529","https://openalex.org/W2114488753","https://openalex.org/W2127760169","https://openalex.org/W2129702410","https://openalex.org/W2131518354","https://openalex.org/W2156753628","https://openalex.org/W2160393698","https://openalex.org/W2167708723","https://openalex.org/W2182980788","https://openalex.org/W2273292076","https://openalex.org/W2336546975","https://openalex.org/W2339727891","https://openalex.org/W2341688233","https://openalex.org/W2396999397","https://openalex.org/W2399153035","https://openalex.org/W2400468990","https://openalex.org/W2493745364","https://openalex.org/W2505527949","https://openalex.org/W2517297439","https://openalex.org/W2554918979","https://openalex.org/W2585285264","https://openalex.org/W2602904177","https://openalex.org/W2603923885","https://openalex.org/W2611054556","https://openalex.org/W2622587584","https://openalex.org/W2626202379","https://openalex.org/W2742901137","https://openalex.org/W2789254786","https://openalex.org/W2789306767","https://openalex.org/W2794376744","https://openalex.org/W2795209809","https://openalex.org/W2809489156","https://openalex.org/W2883968364","https://openalex.org/W2885967118","https://openalex.org/W2900903302","https://openalex.org/W2901148750","https://openalex.org/W2902662632","https://openalex.org/W2905365122","https://openalex.org/W2905599330","https://openalex.org/W2907013361","https://openalex.org/W2919163679","https://openalex.org/W2952637389","https://openalex.org/W2954678683","https://openalex.org/W2954795409","https://openalex.org/W2972055227","https://openalex.org/W2987726894","https://openalex.org/W2992977597","https://openalex.org/W3003584905","https://openalex.org/W3008429199","https://openalex.org/W3010994470","https://openalex.org/W3020255278","https://openalex.org/W3080868835","https://openalex.org/W3086802387","https://openalex.org/W3087504534","https://openalex.org/W3096206941","https://openalex.org/W3104795305","https://openalex.org/W3106800463","https://openalex.org/W3107024730","https://openalex.org/W3113494508","https://openalex.org/W3115975959","https://openalex.org/W3118615836","https://openalex.org/W3119524090","https://openalex.org/W3124199519","https://openalex.org/W3158686028","https://openalex.org/W3166677935","https://openalex.org/W3179174857","https://openalex.org/W3179674484","https://openalex.org/W3187479044","https://openalex.org/W3193786400","https://openalex.org/W4200362677","https://openalex.org/W4231375014","https://openalex.org/W4238688906","https://openalex.org/W4247665917","https://openalex.org/W4248903311","https://openalex.org/W4252435161","https://openalex.org/W4281632110","https://openalex.org/W4289336812","https://openalex.org/W4291902223","https://openalex.org/W4294752554","https://openalex.org/W4295909089","https://openalex.org/W4301089941","https://openalex.org/W4303946534","https://openalex.org/W4311212362","https://openalex.org/W4313443845","https://openalex.org/W4317514617","https://openalex.org/W4322496412","https://openalex.org/W4378781371","https://openalex.org/W4385494519","https://openalex.org/W4389803047","https://openalex.org/W4392208935","https://openalex.org/W4403969259"],"related_works":["https://openalex.org/W4386796154","https://openalex.org/W7207415259","https://openalex.org/W4322496412","https://openalex.org/W4387406220","https://openalex.org/W4367302979","https://openalex.org/W2022101515","https://openalex.org/W3042145418","https://openalex.org/W1995450778","https://openalex.org/W4401222744","https://openalex.org/W2901148750"],"abstract_inverted_index":{"Objective:":[0],"The":[1,25,168],"aim":[2],"of":[3,39,48,65,100,124,130,171,199,209],"the":[4,37,111,207],"present":[5],"systematic":[6],"review":[7,26,108],"was":[8],"to":[9,13,41,79,105,205],"consolidate":[10],"findings":[11],"related":[12],"emotion":[14,29,71,96,131,143,187],"recognition":[15,30,43,72,97,132,144,188],"accuracy":[16,31,73,98,133,145,189],"among":[17,74],"individuals":[18,75,147],"with":[19,76,82,148,178],"attention":[20],"deficit":[21],"hyperactivity":[22],"disorder":[23],"(ADHD).":[24],"also":[27],"examined":[28],"assessment":[32],"methods":[33],"as":[34,36],"well":[35],"contribution":[38,208],"gender":[40,154,161,210],"emotional":[42],"accuracy.":[44],"Method:":[45],"A":[46],"total":[47],"43":[49],"articles":[50,67,112],"were":[51,99,134,190],"identified":[52],"based":[53],"on":[54],"inclusion":[55],"criteria":[56],"using":[57],"PRISMA":[58],"guidelines":[59],"for":[60],"article":[61],"retrieval.":[62],"Results:":[63],"58%":[64],"retrieved":[66],"reported":[68],"significantly":[69,101],"decreased":[70],"ADHD":[77],"relative":[78],"neurotypical":[80],"peers,":[81],"either":[83],"global":[84],"or":[85],"emotion-specific":[86],"differences":[87,185],"identified.":[88],"Notably,":[89],"studies":[90,172],"finding":[91,113],"a":[92,106,139,157,174],"significant":[93,140],"difference":[94,115,141],"in":[95,142,186,197],"lower":[102],"quality":[103,107],"according":[104],"checklist":[109],"than":[110],"no":[114,136],"(":[116],"p":[117],"<":[118],".001).":[119],"For":[120],"example,":[121],"when":[122],"use":[123],"control":[125],"conditions":[126],"and":[127,149,194],"multiple":[128],"measures":[129],"employed,":[135],"study":[137,159],"found":[138,191],"between":[146,192],"without":[150],"ADHD.":[151],"Regarding":[152],"potential":[153],"differences,":[155],"not":[156],"single":[158],"included":[160,173],"diversity":[162],"beyond":[163],"sex":[164],"assigned":[165],"at":[166],"birth.":[167],"majority":[169],"(86%)":[170],"predominantly":[175],"male":[176,182,193],"sample,":[177],"15%":[179],"including":[180],"only":[181],"participants.":[183],"While":[184],"female":[195],"participants":[196],"7%":[198],"cases,":[200],"future":[201],"research":[202],"is":[203],"needed":[204],"identify":[206],"diversity.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-12-01T00:00:00"}