{"id":"https://openalex.org/W4210282996","doi":"https://doi.org/10.1177/00315125211073404","title":"Practical Applications for Designing Soccer\u2019 Training Tasks From Multivariate Data Analysis: A Systematic Review Emphasizing Tactical Training","display_name":"Practical Applications for Designing Soccer\u2019 Training Tasks From Multivariate Data Analysis: A Systematic Review Emphasizing Tactical Training","publication_year":2022,"publication_date":"2022-01-27","ids":{"openalex":"https://openalex.org/W4210282996","doi":"https://doi.org/10.1177/00315125211073404","pmid":"https://pubmed.ncbi.nlm.nih.gov/35084256"},"language":"en","primary_location":{"id":"doi:10.1177/00315125211073404","doi":"https://doi.org/10.1177/00315125211073404","is_oa":false,"landing_page_url":"https://doi.org/10.1177/00315125211073404","pdf_url":null,"source":{"id":"https://openalex.org/S110965136","display_name":"Perceptual and Motor Skills","issn_l":"0031-5125","issn":["0031-5125","1558-688X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","medline","norway-1","poland-40","russia-white-list-2","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":"Perceptual and Motor Skills","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089615874","display_name":"Markel Rico-Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-9849-0444","observed_orcids":["https://orcid.org/0000-0002-9849-0444"]},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Markel Rico-Gonz\u00e1lez","raw_affiliation_strings":["University of the Basque Country","Department of Didactics of Musical, Plastic and Corporal Expression, University of the Basque Country, UPV-EHU, Leioa, Spain"],"raw_orcid":"https://orcid.org/0000-0002-9849-0444","affiliations":[{"raw_affiliation_string":"University of the Basque Country","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Department of Didactics of Musical, Plastic and Corporal Expression, University of the Basque Country, UPV-EHU, Leioa, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073491181","display_name":"Jos\u00e9 Pino\u2010Ortega","orcid":"https://orcid.org/0000-0002-9091-0897","observed_orcids":["https://orcid.org/0000-0002-9091-0897"]},"institutions":[{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Pino-Ortega","raw_affiliation_strings":["University of Murcia","BIOVETMED & SPORTSCI Research Group, University of Murcia, San Javier, Espa\u00f1a","Faculty of Sports Sciences, University of Murcia, San Javier, Espa\u00f1a"],"raw_orcid":"https://orcid.org/0000-0002-9091-0897","affiliations":[{"raw_affiliation_string":"University of Murcia","institution_ids":["https://openalex.org/I80180929"]},{"raw_affiliation_string":"BIOVETMED & SPORTSCI Research Group, University of Murcia, San Javier, Espa\u00f1a","institution_ids":["https://openalex.org/I80180929"]},{"raw_affiliation_string":"Faculty of Sports Sciences, University of Murcia, San Javier, Espa\u00f1a","institution_ids":["https://openalex.org/I80180929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073935754","display_name":"Gibson Moreira Pra\u00e7a","orcid":"https://orcid.org/0000-0001-9971-7308","observed_orcids":["https://orcid.org/0000-0001-9971-7308"]},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gibson Moreira Pra\u00e7a","raw_affiliation_strings":["Universidade Federal de Minas Gerais","Sports Department, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-9971-7308","affiliations":[{"raw_affiliation_string":"Universidade Federal de Minas Gerais","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Sports Department, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017788626","display_name":"Filipe Manuel Clemente","orcid":"https://orcid.org/0000-0001-9813-2842","observed_orcids":["https://orcid.org/0000-0001-9813-2842"]},"institutions":[{"id":"https://openalex.org/I192341844","display_name":"Universidade Polit\u00e9cnica de Viana do Castelo","ror":"https://ror.org/03w6kry90","country_code":"PT","type":"education","lineage":["https://openalex.org/I192341844"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Filipe Manuel Clemente","raw_affiliation_strings":["Instituto Polit\u00e9cnico de Viana do Castelo","Instituto de Telecomunica\u00e7\u00f5es","Escola Superior Desporto e Lazer, Instituto Polit\u00e9cnico de Viana do Castelo, Viana do Castelo, Portugal","Instituto de Telecomunica\u00e7\u00f5es, Lisboa, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-9813-2842","affiliations":[{"raw_affiliation_string":"Instituto Polit\u00e9cnico de Viana do Castelo","institution_ids":["https://openalex.org/I192341844"]},{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es","institution_ids":["https://openalex.org/I4210120471"]},{"raw_affiliation_string":"Escola Superior Desporto e Lazer, Instituto Polit\u00e9cnico de Viana do Castelo, Viana do Castelo, Portugal","institution_ids":["https://openalex.org/I192341844"]},{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Lisboa, Portugal","institution_ids":["https://openalex.org/I4210120471"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3250,"currency":"USD","value_usd":3250},"apc_paid":null,"fwci":0.7627,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.6031746,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"129","issue":"3","first_page":"892","last_page":"931"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10813","display_name":"Sport Psychology and Performance","score":0.5059000253677368,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10813","display_name":"Sport Psychology and Performance","score":0.5059000253677368,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10157","display_name":"Sports Performance and Training","score":0.46459999680519104,"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/T13224","display_name":"Sports and Physical Education Research","score":0.01640000008046627,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tactical-training","display_name":"tactical training","score":0.9760000109672546},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"multivariate analysis","score":0.781000018119812},{"id":"https://openalex.org/keywords/match-fatigue","display_name":"match fatigue","score":0.7329999804496765},{"id":"https://openalex.org/keywords/pitch-modification","display_name":"pitch modification","score":0.656000018119812},{"id":"https://openalex.org/keywords/team-formation","display_name":"team formation","score":0.7350000143051147},{"id":"https://openalex.org/keywords/differential-learning","display_name":"differential learning","score":0.6959999799728394},{"id":"https://openalex.org/keywords/creative-thinking","display_name":"creative thinking","score":0.8309999704360962},{"id":"https://openalex.org/keywords/motor-skill-learning","display_name":"motor skill learning","score":0.453000009059906}],"concepts":[{"id":"https://openalex.org/C2776035091","wikidata":"https://www.wikidata.org/wiki/Q7928819","display_name":"Viewpoints","level":2,"score":0.7901578545570374},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.5970231890678406},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.594884991645813},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.568577229976654},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.49843358993530273},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49498623609542847},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.48584410548210144},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.4635813236236572},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4321095049381256},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3702878952026367},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22852465510368347},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.13330522179603577},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D005221","descriptor_name":"Fatigue","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":"D009048","descriptor_name":"Motor Skills","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010809","descriptor_name":"Physical Fitness","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012916","descriptor_name":"Soccer","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D054874","descriptor_name":"Athletic Performance","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1177/00315125211073404","doi":"https://doi.org/10.1177/00315125211073404","is_oa":false,"landing_page_url":"https://doi.org/10.1177/00315125211073404","pdf_url":null,"source":{"id":"https://openalex.org/S110965136","display_name":"Perceptual and Motor Skills","issn_l":"0031-5125","issn":["0031-5125","1558-688X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","medline","norway-1","poland-40","russia-white-list-2","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":"Perceptual and Motor Skills","raw_type":"journal-article"},{"id":"pmid:35084256","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35084256","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":"Perceptual and motor skills","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[{"id":"https://openalex.org/study-designs/systematic-review","display_name":"Systematic Review"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1771642020","https://openalex.org/W1989424113","https://openalex.org/W2034144983","https://openalex.org/W2053154970","https://openalex.org/W2056802896","https://openalex.org/W2102819512","https://openalex.org/W2114488753","https://openalex.org/W2135065030","https://openalex.org/W2139949779","https://openalex.org/W2234016759","https://openalex.org/W2262842456","https://openalex.org/W2295891557","https://openalex.org/W2317002234","https://openalex.org/W2320261649","https://openalex.org/W2517894659","https://openalex.org/W2537875258","https://openalex.org/W2548885120","https://openalex.org/W2589136394","https://openalex.org/W2590108042","https://openalex.org/W2605954007","https://openalex.org/W2614694117","https://openalex.org/W2758500361","https://openalex.org/W2765257061","https://openalex.org/W2767651845","https://openalex.org/W2782614836","https://openalex.org/W2783504327","https://openalex.org/W2783583508","https://openalex.org/W2787091870","https://openalex.org/W2791684306","https://openalex.org/W2791851334","https://openalex.org/W2796201026","https://openalex.org/W2796475198","https://openalex.org/W2808645846","https://openalex.org/W2865861946","https://openalex.org/W2893286487","https://openalex.org/W2898811762","https://openalex.org/W2900415655","https://openalex.org/W2900553908","https://openalex.org/W2900694838","https://openalex.org/W2905492083","https://openalex.org/W2913641890","https://openalex.org/W2918314812","https://openalex.org/W2971499185","https://openalex.org/W3006707098","https://openalex.org/W3009243722","https://openalex.org/W3009867355","https://openalex.org/W3049298854","https://openalex.org/W3094667129","https://openalex.org/W3118615836","https://openalex.org/W3120198440","https://openalex.org/W3123497531","https://openalex.org/W3126226315","https://openalex.org/W3163916646","https://openalex.org/W3188276075","https://openalex.org/W4301141993"],"related_works":["https://openalex.org/W4282600238","https://openalex.org/W7046779561","https://openalex.org/W3013143989","https://openalex.org/W7055787960","https://openalex.org/W6892916672","https://openalex.org/W6989244822","https://openalex.org/W7119378143","https://openalex.org/W4408011233","https://openalex.org/W2367477914","https://openalex.org/W2796475198"],"abstract_inverted_index":{"Novel":[0],"viewpoints":[1],"have":[2],"led":[3],"to":[4,32,71,123,182],"an":[5],"understanding":[6],"that":[7,135],"good":[8],"soccer":[9,44,55,100],"performers":[10],"are":[11],"capable":[12],"of":[13,37,96,106,139,148,162,174],"continuous":[14],"decision-making":[15],"and":[16,40,47,74,90,114,151,170],"performing":[17],"excellent":[18],"motor":[19],"skills":[20],"in":[21,28,195,200],"a":[22,43,58,66,189],"well-conditioned":[23],"mental":[24],"state.":[25],"Our":[26],"aims":[27],"this":[29],"review":[30,69],"were":[31],"(a)":[33],"summarize":[34],"the":[35,94,97,137,146,172],"effects":[36],"different":[38,77,183],"conditions":[39],"constraints":[41],"on":[42],"player's":[45],"response":[46],"(b)":[48],"identify":[49],"potential":[50],"training":[51,91,108,142],"designs":[52],"for":[53,83,87,93],"varied":[54,88],"tasks":[56],"from":[57,127],"multivariate":[59],"perspective,":[60],"emphasizing":[61],"tactical":[62,116,125],"training.":[63],"We":[64],"performed":[65],"systematic":[67],"literature":[68],"according":[70],"PRISMA":[72],"guidelines":[73],"identified":[75],"multiple":[76],"player":[78,184],"constraints,":[79],"including":[80],"model":[81],"strategies":[82,166],"play,":[84],"drills":[85],"designed":[86],"conditions,":[89],"regimens":[92],"dimensions":[95],"physical":[98,112],"demands":[99],"players":[101,175],"will":[102],"face.":[103],"The":[104],"use":[105],"match-sized":[107],"spaces":[109,120],"may":[110,121,143,180,192],"improve":[111],"fitness":[113],"collective":[115],"behavior,":[117],"while":[118],"smaller":[119],"contribute":[122,181],"improving":[124],"behavior":[126],"micro-structures":[128],"(e.g.,":[129],"1":[130],"vs.":[131],"1).":[132],"Pre-session":[133],"exercises":[134],"accelerate":[136],"appearance":[138],"fatigue":[140,150],"during":[141],"help":[144],"delay":[145],"onset":[147],"match":[149],"boost":[152],"players'":[153],"creativity.":[154],"Pitch":[155],"modifications":[156],"(dimensions":[157],"or":[158,167,177],"boundary":[159],"modifications),":[160],"modification":[161],"game":[163],"principles":[164],"(defending":[165],"team":[168],"formations),":[169],"altering":[171],"number":[173],"involved":[176],"coach":[178],"instructions":[179],"improvements.":[185],"Differential":[186],"learning,":[187],"as":[188],"non-linear":[190],"pedagogy,":[191],"induce":[193],"improvements":[194],"all":[196],"dimensions,":[197],"but":[198],"especially":[199],"creative":[201],"thinking.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-02-08T00:00:00"}