{"id":"https://openalex.org/W4402524197","doi":"https://doi.org/10.3390/make6030102","title":"A Data Science and Sports Analytics Approach to Decode Clutch Dynamics in the Last Minutes of NBA Games","display_name":"A Data Science and Sports Analytics Approach to Decode Clutch Dynamics in the Last Minutes of NBA Games","publication_year":2024,"publication_date":"2024-09-13","ids":{"openalex":"https://openalex.org/W4402524197","doi":"https://doi.org/10.3390/make6030102"},"language":"en","primary_location":{"id":"doi:10.3390/make6030102","is_oa":true,"landing_page_url":"https://doi.org/10.3390/make6030102","pdf_url":"https://www.mdpi.com/2504-4990/6/3/102/pdf?version=1726207208","source":{"id":"https://openalex.org/S4210213891","display_name":"Machine Learning and Knowledge Extraction","issn_l":"2504-4990","issn":["2504-4990"],"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":"Machine Learning and Knowledge Extraction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2504-4990/6/3/102/pdf?version=1726207208","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":"middle","author":{"id":"https://openalex.org/A5107186229","display_name":"Dimitrios Gerakas","orcid":"https://orcid.org/0009-0000-6371-3137"},"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":"Dimitrios Gerakas","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":3,"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":28.4998,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.99399882,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"6","issue":"3","first_page":"2074","last_page":"2095"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9984999895095825,"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"}},{"id":"https://openalex.org/T11246","display_name":"Sports injuries and prevention","score":0.9684000015258789,"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/basketball","display_name":"Basketball","score":0.7217652201652527},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7011418342590332},{"id":"https://openalex.org/keywords/clutch","display_name":"Clutch","score":0.6804549098014832},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6236670017242432},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5849337577819824},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5231791138648987},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5006163120269775},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.33910465240478516},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19485390186309814},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.10168400406837463},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10035085678100586}],"concepts":[{"id":"https://openalex.org/C103189561","wikidata":"https://www.wikidata.org/wiki/Q5372","display_name":"Basketball","level":2,"score":0.7217652201652527},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7011418342590332},{"id":"https://openalex.org/C30358287","wikidata":"https://www.wikidata.org/wiki/Q194302","display_name":"Clutch","level":2,"score":0.6804549098014832},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6236670017242432},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5849337577819824},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5231791138648987},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5006163120269775},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.33910465240478516},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19485390186309814},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.10168400406837463},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10035085678100586},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/make6030102","is_oa":true,"landing_page_url":"https://doi.org/10.3390/make6030102","pdf_url":"https://www.mdpi.com/2504-4990/6/3/102/pdf?version=1726207208","source":{"id":"https://openalex.org/S4210213891","display_name":"Machine Learning and Knowledge Extraction","issn_l":"2504-4990","issn":["2504-4990"],"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":"Machine Learning and Knowledge Extraction","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7bd970d572fa45758985fc19e9dc0e52","is_oa":true,"landing_page_url":"https://doaj.org/article/7bd970d572fa45758985fc19e9dc0e52","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":"Machine Learning and Knowledge Extraction, Vol 6, Iss 3, Pp 2074-2095 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/make6030102","is_oa":true,"landing_page_url":"https://doi.org/10.3390/make6030102","pdf_url":"https://www.mdpi.com/2504-4990/6/3/102/pdf?version=1726207208","source":{"id":"https://openalex.org/S4210213891","display_name":"Machine Learning and Knowledge Extraction","issn_l":"2504-4990","issn":["2504-4990"],"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":"Machine Learning and Knowledge Extraction","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7400000095367432,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402524197.pdf","grobid_xml":"https://content.openalex.org/works/W4402524197.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1928678869","https://openalex.org/W1969262693","https://openalex.org/W1990567584","https://openalex.org/W2036908264","https://openalex.org/W2081677088","https://openalex.org/W2112214416","https://openalex.org/W2142111448","https://openalex.org/W2181817108","https://openalex.org/W2182961570","https://openalex.org/W2237956853","https://openalex.org/W2503224407","https://openalex.org/W2607932696","https://openalex.org/W2799775412","https://openalex.org/W2995281571","https://openalex.org/W3005778327","https://openalex.org/W3012031805","https://openalex.org/W3027170253","https://openalex.org/W3033853033","https://openalex.org/W3091863347","https://openalex.org/W3133334320","https://openalex.org/W3177704644","https://openalex.org/W3185355007","https://openalex.org/W3198572323","https://openalex.org/W4213216355","https://openalex.org/W4281787793","https://openalex.org/W4313210282","https://openalex.org/W4320490784","https://openalex.org/W4386169004","https://openalex.org/W4389884367","https://openalex.org/W4390231319","https://openalex.org/W4391099336","https://openalex.org/W4391559185","https://openalex.org/W4391883999","https://openalex.org/W4395010438","https://openalex.org/W6640337943","https://openalex.org/W6777733247","https://openalex.org/W7044177579"],"related_works":["https://openalex.org/W2369330680","https://openalex.org/W3108645022","https://openalex.org/W2362877944","https://openalex.org/W2604525045","https://openalex.org/W2387007275","https://openalex.org/W2389047293","https://openalex.org/W2348951541","https://openalex.org/W2363923555","https://openalex.org/W2379277877","https://openalex.org/W2359223739"],"abstract_inverted_index":{"This":[0,164],"research":[1,71,165],"investigates":[2],"clutch":[3,83,173],"performance":[4,65],"in":[5,76,89,133,137,161,195],"the":[6,15,44,77,80,101,108,121,126,169,184,200],"National":[7],"Basketball":[8],"Association":[9],"(NBA)":[10],"with":[11,120],"a":[12,53,73,111,158],"focus":[13],"on":[14,107],"final":[16,102],"minutes":[17,103],"of":[18,46,82,110,125,172,202],"contested":[19],"games.":[20],"By":[21],"employing":[22],"advanced":[23],"data":[24,142,151],"science":[25,143],"techniques,":[26],"we":[27],"aim":[28],"to":[29,57,152,157,190],"identify":[30],"key":[31,154],"factors":[32,155],"that":[33],"enhance":[34],"winning":[35],"probabilities":[36,109],"during":[37,100],"these":[38],"critical":[39],"moments.":[40,163],"The":[41,114],"study":[42,148],"introduces":[43],"Estimation":[45],"Clutch":[47,123],"Competency":[48],"(EoCC)":[49],"metric,":[50],"which":[51],"is":[52],"novel":[54],"formula":[55],"designed":[56],"evaluate":[58],"players\u2019":[59],"impact":[60,106],"under":[61],"pressure.":[62],"Examining":[63],"player":[64,98],"statistics":[66],"over":[67],"twenty":[68],"seasons,":[69],"this":[70,147],"addresses":[72],"significant":[74],"gap":[75],"literature":[78],"regarding":[79],"quantification":[81],"moments":[84],"and":[85,104,145,183],"challenges":[86],"conventional":[87],"wisdom":[88],"basketball":[90,197],"analytics.":[91,204],"Our":[92],"findings":[93],"deal":[94],"valuable":[95],"insights":[96,179],"into":[97],"efficiency":[99],"its":[105,131],"positive":[112],"outcome.":[113],"EoCC":[115],"metric\u2019s":[116],"validation":[117],"through":[118],"comparison":[119],"NBA":[122],"Player":[124],"Year":[127],"voting":[128],"results":[129],"demonstrates":[130],"effectiveness":[132],"identifying":[134],"top":[135],"performers":[136],"high-pressure":[138],"situations.":[139],"Leveraging":[140],"state-of-the-art":[141],"techniques":[144],"algorithms,":[146],"analyzes":[149],"play":[150],"uncover":[153],"contributing":[156],"team\u2019s":[159],"success":[160],"pivotal":[162],"not":[166],"only":[167],"enhances":[168],"theoretical":[170],"understanding":[171],"dynamics":[174],"but":[175],"also":[176],"provides":[177],"practical":[178],"for":[180],"coaches,":[181],"analysts,":[182],"broader":[185],"sports":[186,203],"community.":[187],"It":[188],"contributes":[189],"more":[191],"informed":[192],"decision":[193],"making":[194],"high-stakes":[196],"environments,":[198],"advancing":[199],"field":[201]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":16}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}