The Effect of Substitutions on Team Tactical Behavior in Professional Soccer
Player substitutions are one of the main options for the coach to change tactical behavior of his team. Purpose: The present study therefore investigates the effect of player substitutions on tactical behavior in high-performance soccer using positional data. Method: The sample consisted of 659 subs...
Saved in:
Published in | Research quarterly for exercise and sport Vol. 93; no. 2; pp. 301 - 309 |
---|---|
Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
United States
Routledge
01.06.2022
Taylor & Francis Ltd |
Subjects | |
Online Access | Get full text |
ISSN | 0270-1367 2168-3824 2168-3824 |
DOI | 10.1080/02701367.2020.1828563 |
Cover
Loading…
Abstract | Player substitutions are one of the main options for the coach to change tactical behavior of his team. Purpose: The present study therefore investigates the effect of player substitutions on tactical behavior in high-performance soccer using positional data. Method: The sample consisted of 659 substitutions from 234 matches played in the German Bundesliga during the season 2016-2017. Substitutions were classified either as neutral (n = 485), defensive (n = 45), or offensive (n = 129) according to the player's roles. The teams' tactical behavior before and after each substitution was analyzed using team centroid, inter-team centroid distance, team length and width, length per width (LpW) ratio, stretch index, and space control for the whole pitch and for each third as the dependent variables. Results: The linear mixed model analysis showed different effects for neutral, defensive, and offensive substitutions. Teams displayed significantly lower stretch index after defensive substitutions. LpW ratio increased with neutral and offensive substitutions, while inter-team distance decreased. The position of the team centroid, space control in the middle third and in the attacking third were also greater following an offensive substitution. Conclusions: These findings demonstrate that player substitutions effectively change tactical behavior of teams. Soccer coaches should perform more offensive substitutions to elicit a higher defensive pressure and improve goal-scoring opportunities, especially due to greater space control in the attacking third. In contrast, defensive substitutions can be used to increase defensive effectiveness through increases in team compactness. |
---|---|
AbstractList | Player substitutions are one of the main options for the coach to change tactical behavior of his team.
: The present study therefore investigates the effect of player substitutions on tactical behavior in high-performance soccer using positional data.
: The sample consisted of 659 substitutions from 234 matches played in the German Bundesliga during the season 2016-2017. Substitutions were classified either as neutral (
= 485), defensive (
= 45), or offensive (
= 129) according to the player's roles. The teams' tactical behavior before and after each substitution was analyzed using team centroid, inter-team centroid distance, team length and width, length per width (LpW) ratio, stretch index, and space control for the whole pitch and for each third as the dependent variables.
: The linear mixed model analysis showed different effects for neutral, defensive, and offensive substitutions. Teams displayed significantly lower stretch index after defensive substitutions. LpW ratio increased with neutral and offensive substitutions, while inter-team distance decreased. The position of the team centroid, space control in the middle third and in the attacking third were also greater following an offensive substitution.
: These findings demonstrate that player substitutions effectively change tactical behavior of teams. Soccer coaches should perform more offensive substitutions to elicit a higher defensive pressure and improve goal-scoring opportunities, especially due to greater space control in the attacking third. In contrast, defensive substitutions can be used to increase defensive effectiveness through increases in team compactness. Player substitutions are one of the main options for the coach to change tactical behavior of his team. Purpose: The present study therefore investigates the effect of player substitutions on tactical behavior in high-performance soccer using positional data. Method: The sample consisted of 659 substitutions from 234 matches played in the German Bundesliga during the season 2016-2017. Substitutions were classified either as neutral (n = 485), defensive (n = 45), or offensive (n = 129) according to the player's roles. The teams' tactical behavior before and after each substitution was analyzed using team centroid, inter-team centroid distance, team length and width, length per width (LpW) ratio, stretch index, and space control for the whole pitch and for each third as the dependent variables. Results: The linear mixed model analysis showed different effects for neutral, defensive, and offensive substitutions. Teams displayed significantly lower stretch index after defensive substitutions. LpW ratio increased with neutral and offensive substitutions, while inter-team distance decreased. The position of the team centroid, space control in the middle third and in the attacking third were also greater following an offensive substitution. Conclusions: These findings demonstrate that player substitutions effectively change tactical behavior of teams. Soccer coaches should perform more offensive substitutions to elicit a higher defensive pressure and improve goal-scoring opportunities, especially due to greater space control in the attacking third. In contrast, defensive substitutions can be used to increase defensive effectiveness through increases in team compactness. Player substitutions are one of the main options for the coach to change tactical behavior of his team. Purpose: The present study therefore investigates the effect of player substitutions on tactical behavior in high-performance soccer using positional data. Method: The sample consisted of 659 substitutions from 234 matches played in the German Bundesliga during the season 2016-2017. Substitutions were classified either as neutral (n = 485), defensive (n = 45), or offensive (n = 129) according to the player's roles. The teams' tactical behavior before and after each substitution was analyzed using team centroid, inter-team centroid distance, team length and width, length per width (LpW) ratio, stretch index, and space control for the whole pitch and for each third as the dependent variables. Results: The linear mixed model analysis showed different effects for neutral, defensive, and offensive substitutions. Teams displayed significantly lower stretch index after defensive substitutions. LpW ratio increased with neutral and offensive substitutions, while inter-team distance decreased. The position of the team centroid, space control in the middle third and in the attacking third were also greater following an offensive substitution. Conclusions: These findings demonstrate that player substitutions effectively change tactical behavior of teams. Soccer coaches should perform more offensive substitutions to elicit a higher defensive pressure and improve goal-scoring opportunities, especially due to greater space control in the attacking third. In contrast, defensive substitutions can be used to increase defensive effectiveness through increases in team compactness.Player substitutions are one of the main options for the coach to change tactical behavior of his team. Purpose: The present study therefore investigates the effect of player substitutions on tactical behavior in high-performance soccer using positional data. Method: The sample consisted of 659 substitutions from 234 matches played in the German Bundesliga during the season 2016-2017. Substitutions were classified either as neutral (n = 485), defensive (n = 45), or offensive (n = 129) according to the player's roles. The teams' tactical behavior before and after each substitution was analyzed using team centroid, inter-team centroid distance, team length and width, length per width (LpW) ratio, stretch index, and space control for the whole pitch and for each third as the dependent variables. Results: The linear mixed model analysis showed different effects for neutral, defensive, and offensive substitutions. Teams displayed significantly lower stretch index after defensive substitutions. LpW ratio increased with neutral and offensive substitutions, while inter-team distance decreased. The position of the team centroid, space control in the middle third and in the attacking third were also greater following an offensive substitution. Conclusions: These findings demonstrate that player substitutions effectively change tactical behavior of teams. Soccer coaches should perform more offensive substitutions to elicit a higher defensive pressure and improve goal-scoring opportunities, especially due to greater space control in the attacking third. In contrast, defensive substitutions can be used to increase defensive effectiveness through increases in team compactness. Player substitutions are one of the main options for the coach to change tactical behavior of his team. Purpose: The present study therefore investigates the effect of player substitutions on tactical behavior in high-performance soccer using positional data. Method: The sample consisted of 659 substitutions from 234 matches played in the German Bundesliga during the season 2016–2017. Substitutions were classified either as neutral (n = 485), defensive (n = 45), or offensive (n = 129) according to the player’s roles. The teams’ tactical behavior before and after each substitution was analyzed using team centroid, inter-team centroid distance, team length and width, length per width (LpW) ratio, stretch index, and space control for the whole pitch and for each third as the dependent variables. Results: The linear mixed model analysis showed different effects for neutral, defensive, and offensive substitutions. Teams displayed significantly lower stretch index after defensive substitutions. LpW ratio increased with neutral and offensive substitutions, while inter-team distance decreased. The position of the team centroid, space control in the middle third and in the attacking third were also greater following an offensive substitution. Conclusions: These findings demonstrate that player substitutions effectively change tactical behavior of teams. Soccer coaches should perform more offensive substitutions to elicit a higher defensive pressure and improve goal-scoring opportunities, especially due to greater space control in the attacking third. In contrast, defensive substitutions can be used to increase defensive effectiveness through increases in team compactness. |
Author | Rey, Ezequiel Garnica-Caparrós, Marc Rein, Robert Lorenzo-Martínez, Miguel Memmert, Daniel |
Author_xml | – sequence: 1 givenname: Miguel orcidid: 0000-0002-5545-8890 surname: Lorenzo-Martínez fullname: Lorenzo-Martínez, Miguel email: miguel.lorenzo.martínez@uvigo.es organization: University of Vigo – sequence: 2 givenname: Robert surname: Rein fullname: Rein, Robert organization: German Sport University Cologne – sequence: 3 givenname: Marc surname: Garnica-Caparrós fullname: Garnica-Caparrós, Marc organization: German Sport University Cologne – sequence: 4 givenname: Daniel orcidid: 0000-0002-3406-9175 surname: Memmert fullname: Memmert, Daniel organization: German Sport University Cologne – sequence: 5 givenname: Ezequiel orcidid: 0000-0003-4770-2694 surname: Rey fullname: Rey, Ezequiel organization: University of Vigo |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33054664$$D View this record in MEDLINE/PubMed |
BookMark | eNqF0UtLHTEYBuBQLPVo-xMqATfdjM1lksngRiv2Agda8HQdvpMLRmYmmmQs_vtmOMcuXNhsAsnzfoS8R-hgipND6CMlZ5Qo8pmwjlAuuzNGWD1STAnJ36AVo1I1XLH2AK0W0yzoEB3lfEfqopy-Q4ecE9FK2a7QenPr8LX3zhQcPb6Zt7mEMpcQp4zjhDcORrwBU4KBAX9xt_AYYsJhwr9S9C7nCuvFTTTGpfforYchuw_7_Rj9_nq9ufrerH9--3F1uW4M79vSWOXbTglvgCu5tb0Sfd91CpSxVDlvLeWOmS0QDkAp9NzYvgOoWlklHePH6NNu7n2KD7PLRY8hGzcMMLk4Z81aQZUQQpJKT1_Quzin-uSqpFRV9HwZeLJX83Z0Vt-nMEJ60s__VIHYAZNizsn5f4QSvfShn_vQSx9630fNnb_ImVBg-d2SIAz_TV_s0mHyMY3wJ6bB6gJPQ0w-wWRC1vz1EX8BVPehlQ |
CitedBy_id | crossref_primary_10_1177_17479541251316162 crossref_primary_10_3390_sports10120192 crossref_primary_10_1007_s42979_025_03779_8 crossref_primary_10_1177_17479541231164090 crossref_primary_10_1038_s41598_021_03157_3 crossref_primary_10_1080_24748668_2024_2358268 crossref_primary_10_3390_s24144536 crossref_primary_10_3390_app122211371 crossref_primary_10_1080_02640414_2023_2182878 crossref_primary_10_1177_17543371241276249 crossref_primary_10_3390_app11167676 crossref_primary_10_3390_sports11110208 crossref_primary_10_1177_17543371221122044 |
Cites_doi | 10.1123/ijspp.2013-0304 10.1080/02640414.2012.723131 10.1080/02640414.2012.703783 10.1080/14763141.2011.637123 10.1080/02640414.2012.712715 10.1007/s11424-013-2290-3 10.1016/j.humov.2012.04.006 10.26773/mjssm.190305 10.1080/24748668.2013.11868680 10.1080/02640414.2013.789920 10.2478/hukin-2018-0025 10.1055/s-2006-924294 10.1080/17461391.2012.730060 10.1080/0264041031000071182 10.1080/02640410903503640 10.1016/j.humov.2012.03.001 10.1080/17461391.2019.1659420 10.1080/24748668.2015.11868782 10.1080/24733938.2018.1431399 10.1007/s40279-018-0962-9 10.1080/15438627.2020.1716228 10.1016/j.jsams.2009.02.012 10.1007/s10994-018-5725-1 10.1080/24748668.2013.11868691 10.1080/24748668.2016.11868908 10.18637/jss.v067.i01 10.1080/02640410903131681 10.4324/9781351210164 10.1186/s40064-016-3108-2 10.2478/hukin-2018-0067 10.1080/24748668.2015.11868835 10.2478/hukin-2014-0048 10.1080/24748668.2018.1479925 10.1177/1527002507308309 10.1016/j.humov.2018.03.004 10.1177/1747954119855361 10.1080/17461391.2010.499972 10.1080/17461391.2010.499967 10.1007/s40279-019-01194-7 10.1016/j.humov.2017.07.010 10.1080/02640414.2013.796062 10.1007/s40279-016-0562-5 |
ContentType | Journal Article |
Copyright | 2020 SHAPE America 2020 2020 SHAPE America |
Copyright_xml | – notice: 2020 SHAPE America 2020 – notice: 2020 SHAPE America |
DBID | AAYXX CITATION CGR CUY CVF ECM EIF NPM 7TS K9. NAPCQ 7X8 |
DOI | 10.1080/02701367.2020.1828563 |
DatabaseName | CrossRef Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed Physical Education Index ProQuest Health & Medical Complete (Alumni) Nursing & Allied Health Premium MEDLINE - Academic |
DatabaseTitle | CrossRef MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) ProQuest Health & Medical Complete (Alumni) Nursing & Allied Health Premium Physical Education Index MEDLINE - Academic |
DatabaseTitleList | MEDLINE MEDLINE - Academic ProQuest Health & Medical Complete (Alumni) |
Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Education Recreation & Sports |
EISSN | 2168-3824 |
EndPage | 309 |
ExternalDocumentID | 33054664 10_1080_02701367_2020_1828563 1828563 |
Genre | Research Article Journal Article |
GroupedDBID | --- -ET -~X .QK 0BK 0R~ 123 186 29P 2FS 4.4 7RV 85S 8R4 8R5 AADCL AAJMT AALDU AAMIU AAPUL AAQRR AAWTL ABCCY ABFIM ABJNI ABLIJ ABLJU ABPAQ ABPEM ABPPZ ABTAI ABXUL ABXYU ACCUC ACGFO ACGFS ACGOD ACHQT ACNCT ACPRK ACSVP ACTIO ACTOA ADCVX ADGTB AEISY AEKEX AENEX AEYOC AGDLA AGMYJ AHDZW AHMBA AIJEM AKBVH AKOOK ALIPV ALMA_UNASSIGNED_HOLDINGS ALQZU ASUFR AVBZW AWYRJ BEJHT BKOMP BLC BLEHA BMOTO CCCUG CJNVE DGEBU DGFLZ DKSSO DU5 DXH EBD EBS EX3 E~B E~C F5P FJW G-F GTTXZ H13 HF~ HZ~ IPNFZ KYCEM LJTGL M0P M4Z NHB NX. O9- P2P PRG Q2X RIG RNANH ROSJB RTWRZ RWL RXW S-F S10 STATR TAE TBQAZ TDBHL TFH TFL TFT TFW TN5 TNTFI TRJHH TTHFI TUROJ TWZ U5U UHB UKR ULE UMD UT5 VQA WH7 WOW XZL YCJ YNT ZCA ZGOLN ~01 ~S~ AAGDL AAHIA AAYXX ADYSH AFRVT AIYEW AMPGV CITATION YR5 .GJ 0-V 07C 07N 2KS 3EH 3O- 41~ 53G 6TJ 7X7 88E 88I 8A4 8AF 8AO 8C1 8FE 8FH 8FI 8FJ 8G5 9M8 AAYJJ AAYLN ABBYM ABGOO ABTAH ABUWG ACBWF ACLAH ACOJY ADBBV AERWE AETEA AFHKK AFKRA AFYVU AGNAY AIDAL AIIKL AIKWM AJUXI AKCKI ALEEW ALSLI AMATQ APROO ARALO AYGLJ AZQEC BBNVY BCR BCU BEC BENPR BHPHI BKEYQ BKNYI BPHCQ BRMHY BUAEY BVXVI BWQWQ CCPQU CGR CUY CVF C~Y DADXH DCMBD DWQXO D~A ECM EIF EJD EORKJ FYUFA GNUQQ GUQSH HCIFZ HMCUK HTOLE IBTYS K9- LK8 LPU M0R M1P M2O M2P M2Q M7P MVM NAPCQ NEJ NPM NUSFT OHT OMK ONUMK P-O PEA PHGZT PQEDU PQQKQ PROAC PSQYO S0X SJFOW SKT UAP UKHRP ULY UQL VJK XOL YQJ YYP YYQ ZCG ZGI ZHY ZKB ZY4 7TS K9. TASJS 7X8 |
ID | FETCH-LOGICAL-c394t-d8f4785fca386bd98599778a8cd18efdd13e2cba03aa11a93cd97aaa388d86e23 |
ISSN | 0270-1367 2168-3824 |
IngestDate | Thu Jul 10 20:14:30 EDT 2025 Wed Aug 13 08:37:20 EDT 2025 Thu Apr 03 07:04:00 EDT 2025 Tue Jul 01 00:45:21 EDT 2025 Thu Apr 24 22:57:21 EDT 2025 Wed Dec 25 09:05:39 EST 2024 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 2 |
Keywords | Collective behavior; football; match analysis; substitutions |
Language | English |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c394t-d8f4785fca386bd98599778a8cd18efdd13e2cba03aa11a93cd97aaa388d86e23 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
ORCID | 0000-0002-3406-9175 0000-0002-5545-8890 0000-0003-4770-2694 |
PMID | 33054664 |
PQID | 2668603932 |
PQPubID | 40785 |
PageCount | 9 |
ParticipantIDs | informaworld_taylorfrancis_310_1080_02701367_2020_1828563 pubmed_primary_33054664 proquest_miscellaneous_2451855560 crossref_citationtrail_10_1080_02701367_2020_1828563 proquest_journals_2668603932 crossref_primary_10_1080_02701367_2020_1828563 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2022-Jun |
PublicationDateYYYYMMDD | 2022-06-01 |
PublicationDate_xml | – month: 06 year: 2022 text: 2022-Jun |
PublicationDecade | 2020 |
PublicationPlace | United States |
PublicationPlace_xml | – name: United States – name: Washington |
PublicationTitle | Research quarterly for exercise and sport |
PublicationTitleAlternate | Res Q Exerc Sport |
PublicationYear | 2022 |
Publisher | Routledge Taylor & Francis Ltd |
Publisher_xml | – name: Routledge – name: Taylor & Francis Ltd |
References | cit0011 cit0033 cit0012 cit0031 cit0010 cit0030 Van Rossum G. (cit0048) 2009 Low B. (cit0034) 2018; 24 R Core Team. (cit0043) 2018 Lenth R. (cit0032) 2019 cit0019 cit0017 cit0039 cit0018 cit0015 cit0037 cit0016 cit0038 cit0035 cit0014 cit0036 cit0022 cit0044 cit0001 cit0023 cit0045 cit0020 cit0042 cit0021 cit0040 cit0041 cit0008 cit0009 cit0006 cit0028 cit0007 cit0029 cit0004 cit0026 cit0005 cit0027 cit0002 Cohen J. (cit0013) 1988 cit0024 cit0046 cit0003 cit0025 cit0047 |
References_xml | – ident: cit0005 doi: 10.1123/ijspp.2013-0304 – ident: cit0047 doi: 10.1080/02640414.2012.723131 – ident: cit0026 doi: 10.1080/02640414.2012.703783 – ident: cit0040 doi: 10.1080/14763141.2011.637123 – ident: cit0031 doi: 10.1080/02640414.2012.712715 – ident: cit0017 doi: 10.1007/s11424-013-2290-3 – ident: cit0024 doi: 10.1016/j.humov.2012.04.006 – ident: cit0003 doi: 10.26773/mjssm.190305 – year: 2019 ident: cit0032 publication-title: R Package – ident: cit0012 doi: 10.1080/24748668.2013.11868680 – ident: cit0041 doi: 10.1080/02640414.2013.789920 – ident: cit0042 doi: 10.2478/hukin-2018-0025 – ident: cit0016 doi: 10.1055/s-2006-924294 – ident: cit0023 doi: 10.1080/17461391.2012.730060 – ident: cit0039 doi: 10.1080/0264041031000071182 – ident: cit0004 doi: 10.1080/02640410903503640 – ident: cit0018 doi: 10.1016/j.humov.2012.03.001 – ident: cit0033 doi: 10.1080/17461391.2019.1659420 – ident: cit0011 doi: 10.1080/24748668.2015.11868782 – ident: cit0022 doi: 10.1080/24733938.2018.1431399 – ident: cit0028 doi: 10.1007/s40279-018-0962-9 – ident: cit0038 doi: 10.1080/15438627.2020.1716228 – volume-title: R: A language and environment for statistical computing year: 2018 ident: cit0043 – ident: cit0009 doi: 10.1016/j.jsams.2009.02.012 – ident: cit0007 doi: 10.1007/s10994-018-5725-1 – ident: cit0010 doi: 10.1080/24748668.2013.11868691 – ident: cit0027 doi: 10.1080/24748668.2016.11868908 – ident: cit0002 doi: 10.18637/jss.v067.i01 – ident: cit0030 doi: 10.1080/02640410903131681 – ident: cit0037 doi: 10.4324/9781351210164 – ident: cit0044 doi: 10.1186/s40064-016-3108-2 – ident: cit0029 doi: 10.2478/hukin-2018-0067 – ident: cit0046 doi: 10.1080/24748668.2015.11868835 – volume-title: Statistical power analysis for the behavioural sciences year: 1988 ident: cit0013 – ident: cit0001 doi: 10.2478/hukin-2014-0048 – ident: cit0020 doi: 10.1080/24748668.2018.1479925 – ident: cit0015 doi: 10.1177/1527002507308309 – ident: cit0014 doi: 10.1016/j.humov.2018.03.004 – ident: cit0021 doi: 10.1177/1747954119855361 – volume: 24 issue: 2 year: 2018 ident: cit0034 publication-title: Motriz: Revista De Educação Física – volume-title: Python 3 reference manual year: 2009 ident: cit0048 – ident: cit0008 doi: 10.1080/17461391.2010.499972 – ident: cit0025 doi: 10.1080/17461391.2010.499967 – ident: cit0035 doi: 10.1007/s40279-019-01194-7 – ident: cit0045 doi: 10.1016/j.humov.2017.07.010 – ident: cit0019 – ident: cit0006 doi: 10.1080/02640414.2013.796062 – ident: cit0036 doi: 10.1007/s40279-016-0562-5 |
SSID | ssj0000131 |
Score | 2.4333248 |
Snippet | Player substitutions are one of the main options for the coach to change tactical behavior of his team. Purpose: The present study therefore investigates the... Player substitutions are one of the main options for the coach to change tactical behavior of his team. : The present study therefore investigates the effect... |
SourceID | proquest pubmed crossref informaworld |
SourceType | Aggregation Database Index Database Enrichment Source Publisher |
StartPage | 301 |
SubjectTerms | Athletic Performance Collective behavior; football; match analysis; substitutions Humans Motivation Seasons Soccer Team Sports Teams |
Title | The Effect of Substitutions on Team Tactical Behavior in Professional Soccer |
URI | https://www.tandfonline.com/doi/abs/10.1080/02701367.2020.1828563 https://www.ncbi.nlm.nih.gov/pubmed/33054664 https://www.proquest.com/docview/2668603932 https://www.proquest.com/docview/2451855560 |
Volume | 93 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3Pb9MwFLZKJ6FdEJRfhYGMhLigVI2dpM4RBqiaGIfRSbtFju2gSSyZuvSyM3847_lXU7FpwCWqkjip8n158bO_95mQt1o0Khe6Tjh8rZMMcohE5guV1JkuRS6UlAYTxeNvxfI0OzrLz0ajXwPV0qavZ-r6xrqS_0EV9gGuWCX7D8jGi8IO-A34whYQhu1fY-zth7H2BGKAnfh32rYW3Zov3q9sFRQA4Z0QUX6O5QHRkAOFm8prdINTt5fjYcmlk3w6Z3C_PJOdcLDpcJTzdGvTXncJmhLYqfdPrRuZPj7_sTFRxHHiV9Z0cu4o_cHBGSWTQ_hur-3M_Ud-5euIVCSEwRH2flsVPxyugEw3yqpmxoY1lhYi4cJVTocY7FZJ9Fxjg4DKXds_Ar1XRrKF9ZyDPJ_BTnTjc-FyAP7lhUWfQ2BDK_3tdy-qEcOhe2SPQbLBxmRvdXK0XA5syHgaqr_Ql_2mu-6T--E6O12cHQPc29MY251ZPSQPfB5CPzhSPSIj005wCW8v95mQyTahoO_odzuz9Jh8BcpRRznaNXSHchTORMrRQDkaKEfPWzqkHHWUe0JOv3xeHS4TvyBHoniZ9Qm82NlC5I2SXBQ1vswlpA9CCqVTYRqtU26YquWcS5mmsuRKlwsp4WyhRWEYf0rGbdea54QaXdSFnDcCnmNWzGvRGMlTrtnciCKt8ynJwjOslHerx0VTflZpMLX1KFSIQuVRmJJZbHbp7FrualAOAap6O07WuEVtKn5H24OAZuWjwlUFHV5RYME7m5I38TDEbJyIk63pNnBOlkM3OYdkY0qeORbEfxtI9OLWIy_J_vbFOiDjfr0xr6Bn3NevPXF_A8rssU8 |
linkProvider | Taylor & Francis |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1Lb9QwEB5Be4ALj-W1UMBIiFuWTfxY54gQVSjbCkEq9Wb5FakCsmibvfDrmUmcZYtU9dBr4rGc8dj-xpn5BuBt0I2XOriM42mdCfQhMisXPnMilFpqb20kR_H4RFWn4uhMnu3kwlBYJfnQzUAU0e_VtLjpMnoMiXuPrlRPNYbuXYGPiIRN8duwL0vB0QHbr78dVdUOidRQlRCFMpIa83iu6ujSCXWJv_RqFNqfRof3wY_fMQSh_JhtOjfzf_6jeLzZhz6Aewmssg-DdT2EW7GdUJ3nFBMygck_1Mnesb5i-sUjWKLtsYEWma0aRntTH5BAFs6wZR3tL1b32VnYe2JoXLPzln3dIQph31fex_VjOD38VH-sslS1IfO8FF2Gsy8WWjbecq0czXiJGFNb7UOuYxNCzmPhnZ1za_PcltyHcmEtttZBq1jwJ7DXrtr4DFgMyik7bzSqQKi50020POehmEetcienIMaZMj5RmlNljZ8mH5lPkwINKdAkBU5hthX7PXB6XCdQ7pqB6frLlGaofGL4NbIHo82YtD1cGERFWlFWdDGFN9vXuLDpb41t42qDbYRELCURkU7h6WBr29Fy3KWpLsDzGwzsNdyp6uOlWX4--fIC7haU1tHfLh3AXrfexJcItjr3Kq2mv1_wGTU |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3dT9swED8BlRAvMDoYhQJGmvaW0sSJ6zxO26ryKQRF4s3ypzRtpKhNX_jrOSdOVyYhHnhNfJZzPt-Hc_c7gK-GO51xoyKK1jpKMYaIZDbQkUpNzjOupbQ-ULy6ZqP79Pwha7IJZyGt0sfQrgaKqHS1P9xPxjUZcacYSVVIYxjdJfjIY7AxugothvYIhbw1vj0fjZYwpOqmhEgUeaqmjOetiV4ZqFfwpW87oZUxGm6Baj6jzkH505uXqqef_0N4_NB3foLN4KqS77VsbcOKLdq-y3PICGlD-5_PSb6Rql_67DNcouSRGhSZTBzxmqlKR_DyTXDk2MpHMq5qs3D2gM84Jb8LcrMEE0LuJlrb6Q7cD3-Nf4yi0LMh0jRPywj3Ph3wzGlJOVN-v3P0MLnk2sTcOmNiahOtZJ9KGccyp9rkAylxNDec2YTuwloxKeweEGuYYrLvOLIgZX3FnZU0pibpW85ilXUgbTZK6ABo7vtq_BVxg3saGCg8A0VgYAd6C7KnGtHjPYJ8WQpEWV2luLrviaDv0HYbkRFBOcwE-kSc-ZropAMni9d4rP2_GlnYyRzHpBl6Uhn6ox34UovaYrUUdbTvCrD_gYUdw_rNz6G4PLu-OICNxNd0VFdLXVgrp3N7iJ5WqY7CWXoBxJMX2Q |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=The+Effect+of+Substitutions+on+Team+Tactical+Behavior+in+Professional+Soccer&rft.jtitle=Research+quarterly+for+exercise+and+sport&rft.au=Lorenzo-Mart%C3%ADnez%2C+Miguel&rft.au=Rein%2C+Robert&rft.au=Garnica-Caparr%C3%B3s%2C+Marc&rft.au=Memmert%2C+Daniel&rft.date=2022-06-01&rft.eissn=2168-3824&rft.volume=93&rft.issue=2&rft.spage=301&rft_id=info:doi/10.1080%2F02701367.2020.1828563&rft_id=info%3Apmid%2F33054664&rft.externalDocID=33054664 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0270-1367&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0270-1367&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0270-1367&client=summon |