{"id":"https://openalex.org/W7225419310","doi":"https://doi.org/10.5114/biolsport.2027.166419","title":"Integrated monitoring in high-performance tennis: tools and strategies across monitoring horizons and player needs \u2013 a scoping review","display_name":"Integrated monitoring in high-performance tennis: tools and strategies across monitoring horizons and player needs \u2013 a scoping review","publication_year":2026,"publication_date":"2026-11-06","ids":{"openalex":"https://openalex.org/W7225419310","doi":"https://doi.org/10.5114/biolsport.2027.166419"},"language":"en","primary_location":{"id":"doi:10.5114/biolsport.2027.166419","doi":"https://doi.org/10.5114/biolsport.2027.166419","is_oa":true,"landing_page_url":"https://doi.org/10.5114/biolsport.2027.166419","pdf_url":"https://www.termedia.pl/Journal/-78/pdf-58902-10?filename=21_05819_Article.pdf","source":{"id":"https://openalex.org/S48088588","display_name":"Biology of Sport","issn_l":"0860-021X","issn":["0860-021X","2083-1862"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","norway-1","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320332","host_organization_name":"Termedia Publishing House","host_organization_lineage":["https://openalex.org/P4310320332"],"host_organization_lineage_names":["Termedia Publishing House"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biology of Sport","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.termedia.pl/Journal/-78/pdf-58902-10?filename=21_05819_Article.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007896016","display_name":"Marie-Florine Michel","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Marie-Florine Michel","raw_affiliation_strings":["French Tennis Federation , Stade Roland-Garros , Paris , France","School of Human Sciences (Exercise and Sport Science) , The University of Western Australia , Perth , Western Australia , Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"French Tennis Federation , Stade Roland-Garros , Paris , France","institution_ids":[]},{"raw_affiliation_string":"School of Human Sciences (Exercise and Sport Science) , The University of Western Australia , Perth , Western Australia , Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075889613","display_name":"Machar M. Reid","orcid":"https://orcid.org/0000-0002-7196-3731","observed_orcids":["https://orcid.org/0000-0002-7196-3731"]},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Machar Reid","raw_affiliation_strings":["School of Human Sciences (Exercise and Sport Science) , The University of Western Australia , Perth , Western Australia , Australia","Tennis Australia , Melbourne , Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Human Sciences (Exercise and Sport Science) , The University of Western Australia , Perth , Western Australia , Australia","institution_ids":["https://openalex.org/I177877127"]},{"raw_affiliation_string":"Tennis Australia , Melbourne , Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161047421","display_name":"Jean-Marc Duboscq","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jean-Marc Duboscq","raw_affiliation_strings":["French Tennis Federation , Stade Roland-Garros , Paris , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"French Tennis Federation , Stade Roland-Garros , Paris , France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066711337","display_name":"Cyril Brechbuhl","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I52435824","display_name":"Institut National du Sport, de l'Expertise et de la Performance","ror":"https://ror.org/03jczk481","country_code":"FR","type":"other","lineage":["https://openalex.org/I52435824"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cyril Brechbuhl","raw_affiliation_strings":["Training and Education Department , French Institute of Sport (INSEP) , Paris , France","\u00a9 Institute of Sport -National Research Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Training and Education Department , French Institute of Sport (INSEP) , Paris , France","institution_ids":["https://openalex.org/I52435824"]},{"raw_affiliation_string":"\u00a9 Institute of Sport -National Research Institute","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5161044793","display_name":"Olivier Girard","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Olivier Girard","raw_affiliation_strings":["School of Human Sciences (Exercise and Sport Science) , The University of Western Australia , Perth , Western Australia , Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Human Sciences (Exercise and Sport Science) , The University of Western Australia , Perth , Western Australia , Australia","institution_ids":["https://openalex.org/I177877127"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":480,"currency":"USD","value_usd":480},"apc_paid":{"value":480,"currency":"USD","value_usd":480},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10157","display_name":"Sports Performance and Training","score":0.9980000257492065,"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"}},"topics":[{"id":"https://openalex.org/T10157","display_name":"Sports Performance and Training","score":0.9980000257492065,"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/T12677","display_name":"Sports Dynamics and Biomechanics","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10813","display_name":"Sport Psychology and Performance","score":0.0003000000142492354,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/tennis","display_name":"tennis","score":0.906000018119812},{"id":"https://openalex.org/keywords/athlete-monitoring","display_name":"athlete monitoring","score":0.8339999914169312},{"id":"https://openalex.org/keywords/training-load","display_name":"training load","score":0.9390000104904175},{"id":"https://openalex.org/keywords/recovery","display_name":"recovery","score":0.7329999804496765},{"id":"https://openalex.org/keywords/session-rating-of-perceived-exertion","display_name":"session rating of perceived exertion","score":0.9070000052452087},{"id":"https://openalex.org/keywords/match-demands","display_name":"match demands","score":0.44600000977516174},{"id":"https://openalex.org/keywords/psychophysiological-stress","display_name":"psychophysiological stress","score":0.8840000033378601},{"id":"https://openalex.org/keywords/elite-sport","display_name":"elite sport","score":0.6980000138282776},{"id":"https://openalex.org/keywords/training-blocks","display_name":"training blocks","score":0.32499998807907104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4593999981880188},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.34310001134872437},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3292999863624573},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.29789999127388},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.263700008392334},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25380000472068787},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.241799995303154},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.23890000581741333},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22869999706745148}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5114/biolsport.2027.166419","doi":"https://doi.org/10.5114/biolsport.2027.166419","is_oa":true,"landing_page_url":"https://doi.org/10.5114/biolsport.2027.166419","pdf_url":"https://www.termedia.pl/Journal/-78/pdf-58902-10?filename=21_05819_Article.pdf","source":{"id":"https://openalex.org/S48088588","display_name":"Biology of Sport","issn_l":"0860-021X","issn":["0860-021X","2083-1862"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","norway-1","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320332","host_organization_name":"Termedia Publishing House","host_organization_lineage":["https://openalex.org/P4310320332"],"host_organization_lineage_names":["Termedia Publishing House"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biology of Sport","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5114/biolsport.2027.166419","doi":"https://doi.org/10.5114/biolsport.2027.166419","is_oa":true,"landing_page_url":"https://doi.org/10.5114/biolsport.2027.166419","pdf_url":"https://www.termedia.pl/Journal/-78/pdf-58902-10?filename=21_05819_Article.pdf","source":{"id":"https://openalex.org/S48088588","display_name":"Biology of Sport","issn_l":"0860-021X","issn":["0860-021X","2083-1862"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","norway-1","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320332","host_organization_name":"Termedia Publishing House","host_organization_lineage":["https://openalex.org/P4310320332"],"host_organization_lineage_names":["Termedia Publishing House"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biology of Sport","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5683000087738037,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225419310.pdf","grobid_xml":"https://content.openalex.org/works/W7225419310.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1901013832","https://openalex.org/W1919584671","https://openalex.org/W1983858987","https://openalex.org/W2015269881","https://openalex.org/W2020287812","https://openalex.org/W2023587445","https://openalex.org/W2037279611","https://openalex.org/W2100962754","https://openalex.org/W2104506886","https://openalex.org/W2114482377","https://openalex.org/W2134641091","https://openalex.org/W2146454008","https://openalex.org/W2562429897","https://openalex.org/W2610814033","https://openalex.org/W2891378911","https://openalex.org/W2966516178","https://openalex.org/W3033238671","https://openalex.org/W3092882439","https://openalex.org/W3122574721","https://openalex.org/W3152550516","https://openalex.org/W3203116490","https://openalex.org/W3216628516","https://openalex.org/W4211011355","https://openalex.org/W4223929322","https://openalex.org/W4225266931","https://openalex.org/W4312184819","https://openalex.org/W4312187243","https://openalex.org/W4362588989","https://openalex.org/W4416285946"],"related_works":["https://openalex.org/W4391044757","https://openalex.org/W4361803873","https://openalex.org/W7113358918","https://openalex.org/W2331619868","https://openalex.org/W3174780337","https://openalex.org/W2782687682","https://openalex.org/W2939709957","https://openalex.org/W298789922","https://openalex.org/W6885090709","https://openalex.org/W3147006358"],"abstract_inverted_index":{"Monitoring":[0],"is":[1,159],"a":[2,23,191],"cornerstone":[3],"of":[4,77,117,133,196],"athlete":[5],"management":[6],"in":[7,55,148],"high-performance":[8,56],"sport.In":[9],"tennis,":[10,57],"intermittent":[11],"match-play,":[12],"frequent":[13],"transitions":[14],"between":[15],"training":[16,51,84,96],"and":[17,19,32,46,53,58,69,106,112,129,143,152,168,186,193,210],"competition,":[18],"contextual":[20],"variability":[21],"create":[22],"complex":[24],"monitoring":[25,66,76,93,182],"environment.Although":[26],"numerous":[27],"technologies":[28,45,135,200],"quantify":[29],"physiological,":[30,78],"mechanical,":[31,79],"subjective":[33,113],"responses,":[34],"their":[35,61,126],"use":[36,132],"remains":[37],"inconsistent.This":[38],"scoping":[39],"review":[40],"aimed":[41],"to":[42,49,59,92,189],"map":[43],"the":[44],"metrics":[47,82],"used":[48],"monitor":[50],"load":[52],"recovery":[54],"evaluate":[60],"practical":[62],"applicability":[63],"across":[64,180],"different":[65],"horizons.PubMed,":[67],"Scopus,":[68],"SportDiscus":[70],"were":[71,87,89,110],"systematically":[72],"searched.Studies":[73],"reporting":[74],"tennis-specific":[75,139,208],"or":[80],"perceptual":[81],"during":[83,172],"and/or":[85],"match-play":[86],"included.Studies":[88],"categorised":[90],"according":[91],"horizons":[94],"(session/match;":[95],"blocks:":[97],"1-16":[98],"weeks;":[99],"seasonal:":[100],">":[101],"16":[102],"weeks),":[103],"metric":[104],"type,":[105],"application":[107],"context.Forty":[108],"studies":[109,155],"included.Internal":[111],"measures":[114],"-particularly":[115],"session-rating":[116],"perceived":[118],"exertion":[119],"(sRPE)":[120],"-were":[121],"most":[122],"commonly":[123],"reported,":[124],"reflecting":[125],"high":[127],"feasibility":[128],"low":[130],"cost.The":[131],"external-load":[134,199],"has":[136],"increased,":[137],"providing":[138],"insights":[140],"into":[141],"movement":[142],"stroke":[144],"demands.However,":[145],"heterogeneity":[146],"persists":[147],"devices,":[149],"variable":[150],"definitions,":[151],"reported":[153],"outputs.Session-level":[154],"indicate":[156],"that":[157],"tennis":[158],"characterised":[160],"by":[161],"moderate":[162],"average":[163],"demands,":[164],"pronounced":[165],"transient":[166],"peaks,":[167],"elevated":[169],"psychophysiological":[170],"stress":[171],"competition.The":[173],"available":[174],"literature":[175],"may":[176,201],"be":[177],"usefully":[178],"organised":[179],"three":[181],"horizons:":[183],"session,":[184],"block,":[185],"season.sRPE":[187],"appears":[188],"provide":[190],"feasible":[192],"low-burden":[194],"component":[195],"monitoring,":[197],"whereas":[198],"add":[202],"value":[203],"when":[204],"focused":[205],"on":[206],"validated,":[207],"variables":[209],"interpreted":[211],"within":[212],"context.":[213]},"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-11-07T00:00:00"}