{"id":"https://openalex.org/W4409986392","doi":"https://doi.org/10.1016/j.jshs.2025.101047","title":"Ethical implications of artificial intelligence in sport: A systematic scoping review","display_name":"Ethical implications of artificial intelligence in sport: A systematic scoping review","publication_year":2025,"publication_date":"2025-05-01","ids":{"openalex":"https://openalex.org/W4409986392","doi":"https://doi.org/10.1016/j.jshs.2025.101047","pmid":"https://pubmed.ncbi.nlm.nih.gov/40316133"},"language":"en","primary_location":{"id":"doi:10.1016/j.jshs.2025.101047","doi":"https://doi.org/10.1016/j.jshs.2025.101047","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jshs.2025.101047","pdf_url":null,"source":{"id":"https://openalex.org/S2485047394","display_name":"Journal of sport and health science/Journal of Sport and Health Science","issn_l":"2213-2961","issn":["2213-2961","2095-2546"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","doyens","jufo-1","ki-jl-1","medline","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sport and Health Science","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.jshs.2025.101047","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jae-Hak Kim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210141090","display_name":"National Rehabilitation Center","ror":"https://ror.org/04yt6jn66","country_code":"KR","type":"facility","lineage":["https://openalex.org/I4210141090"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-Hak Kim","raw_affiliation_strings":["Department of Fitness Promotion and Rehabilitation Exercise, National Rehabilitation Center, Seoul 01022, South Korea","Department of Style Tech, Hwasung Medi-Science University, Hwaseong-si 18274, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Fitness Promotion and Rehabilitation Exercise, National Rehabilitation Center, Seoul 01022, South Korea","institution_ids":["https://openalex.org/I4210141090"]},{"raw_affiliation_string":"Department of Style Tech, Hwasung Medi-Science University, Hwaseong-si 18274, South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009049434","display_name":"Jihoo Kim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210141090","display_name":"National Rehabilitation Center","ror":"https://ror.org/04yt6jn66","country_code":"KR","type":"facility","lineage":["https://openalex.org/I4210141090"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Janghyeon Kim","raw_affiliation_strings":["Department of Fitness Promotion and Rehabilitation Exercise, National Rehabilitation Center, Seoul 01022, South Korea","Department of Style Tech, Hwasung Medi-Science University, Hwaseong-si 18274, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Fitness Promotion and Rehabilitation Exercise, National Rehabilitation Center, Seoul 01022, South Korea","institution_ids":["https://openalex.org/I4210141090"]},{"raw_affiliation_string":"Department of Style Tech, Hwasung Medi-Science University, Hwaseong-si 18274, South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hoseok Kang","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hoseok Kang","raw_affiliation_strings":["Korea Squash Federation, Seoul 05540, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Squash Federation, Seoul 05540, South Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059586203","display_name":"Bo-Young Youn","orcid":"https://orcid.org/0000-0001-5228-6627","observed_orcids":["https://orcid.org/0000-0001-5228-6627"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bo-Young Youn","raw_affiliation_strings":["Department of Bio-Healthcare, Hwasung Medi-Science University, Hwaseong-si 18274, South Korea. Electronic address: jamesyoun@hsmu.ac.kr"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bio-Healthcare, Hwasung Medi-Science University, Hwaseong-si 18274, South Korea. Electronic address: jamesyoun@hsmu.ac.kr","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":0,"currency":"USD","value_usd":0},"apc_paid":null,"fwci":73.0359,"has_fulltext":false,"cited_by_count":67,"citation_normalized_percentile":{"value":0.99924106,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"14","issue":null,"first_page":"101047","last_page":"101047"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T13296","display_name":"Physical Education and Sports Studies","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence-in-sports","display_name":"artificial intelligence in sports","score":0.9639999866485596},{"id":"https://openalex.org/keywords/ai-ethics","display_name":"AI ethics","score":0.7540000081062317},{"id":"https://openalex.org/keywords/fairness-and-bias","display_name":"bias and fairness","score":0.8270000219345093},{"id":"https://openalex.org/keywords/transparency-and-explainability","display_name":"transparency and explainability","score":0.8989999890327454},{"id":"https://openalex.org/keywords/privacy","display_name":"privacy","score":0.6909999847412109},{"id":"https://openalex.org/keywords/data-ethics","display_name":"data ethics","score":0.9160000085830688},{"id":"https://openalex.org/keywords/accountability","display_name":"accountability","score":0.9819999933242798},{"id":"https://openalex.org/keywords/ai-regulation","display_name":"AI regulation","score":0.6460000276565552},{"id":"https://openalex.org/keywords/sports-governance","display_name":"sports governance","score":0.7329999804496765},{"id":"https://openalex.org/keywords/ethical-frameworks","display_name":"ethical frameworks","score":0.6240000128746033}],"concepts":[{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.4763741195201874},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.42379313707351685},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.41115474700927734},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.40201103687286377},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.25543540716171265},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2526330053806305},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.202004075050354},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":true},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":false},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":false},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":false},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":false},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","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":"D006801","descriptor_name":"Humans","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012941","descriptor_name":"Social Responsibility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012941","descriptor_name":"Social Responsibility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012941","descriptor_name":"Social Responsibility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012941","descriptor_name":"Social Responsibility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012941","descriptor_name":"Social Responsibility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013177","descriptor_name":"Sports","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":true},{"descriptor_ui":"D013177","descriptor_name":"Sports","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":true},{"descriptor_ui":"D013177","descriptor_name":"Sports","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":true},{"descriptor_ui":"D013177","descriptor_name":"Sports","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":true},{"descriptor_ui":"D013177","descriptor_name":"Sports","qualifier_ui":"Q000941","qualifier_name":"ethics","is_major_topic":true},{"descriptor_ui":"D015982","descriptor_name":"Bias","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015982","descriptor_name":"Bias","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015982","descriptor_name":"Bias","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015982","descriptor_name":"Bias","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015982","descriptor_name":"Bias","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1016/j.jshs.2025.101047","doi":"https://doi.org/10.1016/j.jshs.2025.101047","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jshs.2025.101047","pdf_url":null,"source":{"id":"https://openalex.org/S2485047394","display_name":"Journal of sport and health science/Journal of Sport and Health Science","issn_l":"2213-2961","issn":["2213-2961","2095-2546"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","doyens","jufo-1","ki-jl-1","medline","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sport and Health Science","raw_type":"journal-article"},{"id":"pmid:40316133","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40316133","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 sport and health science","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12226371","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12226371","pdf_url":null,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Sport Health Sci","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:8e7fed5351f342feb244f062edc3e13d","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/8e7fed5351f342feb244f062edc3e13d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Sport and Health Science, Vol 14, Iss , Pp 101047- (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.jshs.2025.101047","doi":"https://doi.org/10.1016/j.jshs.2025.101047","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jshs.2025.101047","pdf_url":null,"source":{"id":"https://openalex.org/S2485047394","display_name":"Journal of sport and health science/Journal of Sport and Health Science","issn_l":"2213-2961","issn":["2213-2961","2095-2546"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","doyens","jufo-1","ki-jl-1","medline","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sport and Health Science","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[{"id":"https://openalex.org/study-designs/systematic-review","display_name":"Systematic Review"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W2075950485","https://openalex.org/W2096123577","https://openalex.org/W2159237289","https://openalex.org/W2529670628","https://openalex.org/W2621976831","https://openalex.org/W2891378911","https://openalex.org/W2954570505","https://openalex.org/W2981731882","https://openalex.org/W2982609264","https://openalex.org/W2995602252","https://openalex.org/W2996106349","https://openalex.org/W3091270106","https://openalex.org/W3117353297","https://openalex.org/W3156723266","https://openalex.org/W3178312574","https://openalex.org/W4214839337","https://openalex.org/W4220669994","https://openalex.org/W4221106857","https://openalex.org/W4221139353","https://openalex.org/W4223947403","https://openalex.org/W4240220209","https://openalex.org/W4256528871","https://openalex.org/W4285013446","https://openalex.org/W4302192999","https://openalex.org/W4323546023","https://openalex.org/W4365150540","https://openalex.org/W4381322930","https://openalex.org/W4381805647","https://openalex.org/W4383562376","https://openalex.org/W4384563806","https://openalex.org/W4386714740","https://openalex.org/W4386918043","https://openalex.org/W4388631016","https://openalex.org/W4389042806","https://openalex.org/W4389086894","https://openalex.org/W4389775637","https://openalex.org/W4390692620","https://openalex.org/W4391143046","https://openalex.org/W4392017292","https://openalex.org/W4393273813","https://openalex.org/W4396766974","https://openalex.org/W4398137547","https://openalex.org/W4398150895","https://openalex.org/W4398185168","https://openalex.org/W4399365265","https://openalex.org/W4399367545","https://openalex.org/W4400577983","https://openalex.org/W4400741039","https://openalex.org/W4401249110","https://openalex.org/W4401275714","https://openalex.org/W4401385845","https://openalex.org/W4403205124","https://openalex.org/W4404243177","https://openalex.org/W4405935061","https://openalex.org/W6679196293","https://openalex.org/W6728137647","https://openalex.org/W6756019318","https://openalex.org/W6765310329","https://openalex.org/W6796834128","https://openalex.org/W6798545938","https://openalex.org/W6800900861","https://openalex.org/W6851149219","https://openalex.org/W6854216180","https://openalex.org/W6858264223","https://openalex.org/W6860311845","https://openalex.org/W6863129379","https://openalex.org/W6867530261","https://openalex.org/W6869145486","https://openalex.org/W6870996355"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2931662336","https://openalex.org/W4220667126","https://openalex.org/W2077865380","https://openalex.org/W3006817050","https://openalex.org/W4401768695","https://openalex.org/W2765597752","https://openalex.org/W2134894512","https://openalex.org/W4230169674"],"abstract_inverted_index":{"BACKGROUND:":[0],"Although":[1],"there":[2],"is":[3],"growing":[4],"evidence":[5],"of":[6,9,52,63,130,160,188,203,252,268],"the":[7,36,88,127,135,158,163,186,200,250,266],"use":[8,20],"artificial":[10],"intelligence":[11],"(AI)":[12],"techniques":[13],"in":[14,44,116,119,153,165,169,179,196,208,245,255,260],"sports,":[15,257],"ethical":[16,38,102,131,201,231,269],"issues":[17,132,222],"surrounding":[18],"AI":[19,43,148,204,243,253,261,270],"are":[21],"being":[22],"discussed":[23],"at":[24],"a":[25,50],"minimal":[26],"level.":[27],"Thus,":[28],"this":[29,48],"systematic":[30,128],"scoping":[31],"review":[32,71,129],"aimed":[33],"to":[34,185,234],"summarize":[35],"current":[37],"implications":[39,251],"associated":[40],"with":[41],"using":[42],"sports.":[45,120,154,246],"METHODS:":[46],"In":[47],"study,":[49],"total":[51],"9":[53],"databases-MEDLINE/PubMed,":[54],"Embase,":[55],"Cochrane":[56],"Library,":[57],"ProQuest,":[58],"EBSCOhost,":[59],"IEEE":[60],"Xplore,":[61],"Web":[62],"Science,":[64],"Scopus,":[65],"and":[66,84,90,105,108,111,114,143,167,173,206,238,264],"Google":[67],"Scholar-were":[68],"searched.":[69],"The":[70,79,94,211],"protocol":[72],"was":[73,194],"registered":[74],"(https://osf.io/42a8q)":[75],"before":[76],"extracting":[77],"data.":[78,191],"search":[80],"yielded":[81],"397":[82],"studies,":[83,181,198],"25":[85,95],"studies":[86,96,139,156,219],"met":[87],"inclusion":[89],"exclusion":[91],"criteria.":[92],"RESULTS:":[93],"were":[97,123],"categorized":[98],"into":[99,141],"4":[100],"primary":[101],"concerns:":[103],"fairness":[104,142],"bias,":[106,144],"transparency":[107],"explainability,":[109],"privacy":[110],"data":[112,174],"ethics,":[113],"accountability":[115,193],"AI's":[117],"application":[118],"These":[121],"categorizations":[122],"derived":[124],"based":[125],"on":[126,146,229],"highlighted":[133],"across":[134,272],"selected":[136],"studies.":[137],"Fifteen":[138],"delved":[140],"focusing":[145],"how":[147],"can":[149],"perpetuate":[150],"existing":[151],"inequalities":[152],"Thirteen":[155],"addressed":[157,220],"lack":[159],"transparency,":[161],"emphasizing":[162],"challenges":[164],"interpretability":[166],"trust":[168],"AI-driven":[170],"decisions.":[171],"Privacy":[172],"ethics":[175],"emerged":[176],"as":[177,217],"significant":[178],"22":[180],"highlighting":[182],"risks":[183],"related":[184],"misuse":[187],"athletes'":[189],"sensitive":[190],"Finally,":[192],"examined":[195],"8":[197],"stressing":[199],"obligations":[202],"developers":[205],"users":[207],"sports":[209,236,274],"contexts.":[210],"thematic":[212],"analysis":[213],"revealed":[214],"overlapping":[215],"concerns,":[216],"some":[218],"multiple":[221],"simultaneously.":[223],"CONCLUSION:":[224],"Future":[225],"research":[226],"should":[227],"focus":[228],"developing":[230],"frameworks":[232],"tailored":[233],"underrepresented":[235],"contexts":[237],"creating":[239],"global":[240],"standards":[241],"for":[242],"regulation":[244],"This":[247],"includes":[248],"investigating":[249],"applications":[254],"amateur":[256],"enhancing":[258],"diversity":[259],"training":[262],"datasets,":[263],"exploring":[265],"integration":[267],"practices":[271],"various":[273],"governance":[275],"structures.":[276]},"counts_by_year":[{"year":2026,"cited_by_count":48},{"year":2025,"cited_by_count":19}],"updated_date":"2026-10-07T09:51:55.459714","created_date":"2025-10-10T00:00:00"}