{"id":"https://openalex.org/W4395010438","doi":"https://doi.org/10.3390/info15040242","title":"Sports Analytics: Data Mining to Uncover NBA Player Position, Age, and Injury Impact on Performance and Economics","display_name":"Sports Analytics: Data Mining to Uncover NBA Player Position, Age, and Injury Impact on Performance and Economics","publication_year":2024,"publication_date":"2024-04-21","ids":{"openalex":"https://openalex.org/W4395010438","doi":"https://doi.org/10.3390/info15040242"},"language":"en","primary_location":{"id":"doi:10.3390/info15040242","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15040242","pdf_url":"https://www.mdpi.com/2078-2489/15/4/242/pdf?version=1713678013","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/15/4/242/pdf?version=1713678013","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027821807","display_name":"Vangelis Sarlis","orcid":"https://orcid.org/0000-0002-8757-8969"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vangelis Sarlis","raw_affiliation_strings":["School of Science and Technology, International Hellenic University, 57001 Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, International Hellenic University, 57001 Thessaloniki, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071901091","display_name":"Christos Tjortjis","orcid":"https://orcid.org/0000-0001-8263-9024"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Christos Tjortjis","raw_affiliation_strings":["School of Science and Technology, International Hellenic University, 57001 Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, International Hellenic University, 57001 Thessaloniki, Greece","institution_ids":["https://openalex.org/I183898223"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071901091"],"corresponding_institution_ids":["https://openalex.org/I183898223"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":26.8433,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.99386471,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"15","issue":"4","first_page":"242","last_page":"242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10157","display_name":"Sports Performance and Training","score":0.9085000157356262,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6756618022918701},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5444684028625488},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.5158721208572388},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.42119863629341125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3484307527542114},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3357210159301758},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.29856887459754944},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23996731638908386},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.1374044418334961}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6756618022918701},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5444684028625488},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.5158721208572388},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.42119863629341125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3484307527542114},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3357210159301758},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.29856887459754944},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23996731638908386},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.1374044418334961}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/info15040242","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15040242","pdf_url":"https://www.mdpi.com/2078-2489/15/4/242/pdf?version=1713678013","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e0cf2a16d46f48ccb62c32104775052b","is_oa":true,"landing_page_url":"https://doaj.org/article/e0cf2a16d46f48ccb62c32104775052b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 15, Iss 4, p 242 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/info15040242","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15040242","pdf_url":"https://www.mdpi.com/2078-2489/15/4/242/pdf?version=1713678013","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6299999952316284,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4395010438.pdf"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W616464399","https://openalex.org/W1271477078","https://openalex.org/W1866557897","https://openalex.org/W2069473687","https://openalex.org/W2161213001","https://openalex.org/W2328410690","https://openalex.org/W2368032162","https://openalex.org/W2509158745","https://openalex.org/W2526104431","https://openalex.org/W2529824951","https://openalex.org/W2579351084","https://openalex.org/W2620929803","https://openalex.org/W2784056902","https://openalex.org/W2788750640","https://openalex.org/W2794892780","https://openalex.org/W2895799718","https://openalex.org/W2899090780","https://openalex.org/W2908448204","https://openalex.org/W2940689695","https://openalex.org/W2942013485","https://openalex.org/W2944728850","https://openalex.org/W2952245108","https://openalex.org/W2959374936","https://openalex.org/W2972356102","https://openalex.org/W2982138025","https://openalex.org/W2994847449","https://openalex.org/W2996106349","https://openalex.org/W3027170253","https://openalex.org/W3033717234","https://openalex.org/W3039999780","https://openalex.org/W3080619768","https://openalex.org/W3082565509","https://openalex.org/W3104690991","https://openalex.org/W3111166891","https://openalex.org/W3117101323","https://openalex.org/W3122525650","https://openalex.org/W3133334320","https://openalex.org/W3138437505","https://openalex.org/W3155620213","https://openalex.org/W3192184597","https://openalex.org/W3193860116","https://openalex.org/W3194147034","https://openalex.org/W3213256021","https://openalex.org/W4207033856","https://openalex.org/W4213216355","https://openalex.org/W4224230535","https://openalex.org/W4235205339","https://openalex.org/W4239503055","https://openalex.org/W4283066221","https://openalex.org/W4287218157","https://openalex.org/W4292208630","https://openalex.org/W4306399503","https://openalex.org/W4308753162","https://openalex.org/W4316658808","https://openalex.org/W4319333245","https://openalex.org/W4389884367","https://openalex.org/W4391099336","https://openalex.org/W4391883999","https://openalex.org/W6707750785","https://openalex.org/W6728393721","https://openalex.org/W6777733247","https://openalex.org/W6950577131"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W4390482427","https://openalex.org/W3092201768","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W2794907032","https://openalex.org/W2508885301","https://openalex.org/W4255802207","https://openalex.org/W4298181270"],"abstract_inverted_index":{"In":[0],"the":[1,11,47,61,73,84,97,114,121,127,139,144,152,164,178],"intersecting":[2],"fields":[3],"of":[4,13,51,64,86,96,116,129,141,143,168,181],"data":[5],"mining":[6],"(DM)":[7],"and":[8,16,22,33,43,49,79,90,101,118,131,158,166,184],"sports":[9,20],"analytics,":[10,160],"impact":[12],"socioeconomic,":[14],"demographic,":[15],"injury-related":[17],"factors":[18],"on":[19,99,163],"performance":[21,50,81,102,109],"economics":[23],"has":[24],"been":[25],"extensively":[26],"explored.":[27],"A":[28],"novel":[29],"methodology":[30],"is":[31,103,110,171],"proposed":[32],"evaluated":[34],"in":[35,151],"this":[36],"study,":[37],"aiming":[38],"to":[39,71,148],"identify":[40],"essential":[41],"attributes":[42,183],"metrics":[44],"that":[45,107],"influence":[46],"salaries":[48,123],"NBA":[52,169],"players.":[53],"Feature":[54],"selection":[55],"techniques":[56],"are":[57,69,124,136],"utilized":[58],"for":[59],"estimating":[60],"financial":[62,145,159],"impacts":[63],"injuries,":[65],"while":[66],"clustering":[67],"algorithms":[68],"applied":[70],"analyse":[72],"relationship":[74],"between":[75,113,126,156],"player":[76,182],"age,":[77],"position,":[78],"advanced":[80],"metrics.":[82],"Through":[83],"application":[85],"PCA-driven":[87],"pattern":[88],"recognition":[89],"exploratory-based":[91],"categorization,":[92],"a":[93],"detailed":[94],"examination":[95],"effects":[98],"earnings":[100],"conducted.":[104],"Findings":[105],"indicate":[106],"peak":[108],"typically":[111],"achieved":[112],"ages":[115,128],"27":[117],"29,":[119],"whereas":[120],"highest":[122],"received":[125],"29":[130],"34.":[132],"Additionally,":[133],"musculoskeletal":[134],"injuries":[135],"identified":[137],"as":[138],"source":[140],"half":[142],"costs":[146],"related":[147],"health":[149],"problems":[150],"NBA.":[153],"The":[154],"association":[155],"demographics":[157],"particularly":[161],"focusing":[162],"position":[165],"age":[167],"players,":[170],"also":[172],"investigated,":[173],"offering":[174],"new":[175],"insights":[176],"into":[177],"economic":[179],"implications":[180],"health.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":6}],"updated_date":"2026-01-21T23:30:37.877113","created_date":"2025-10-10T00:00:00"}