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...

Full description

Saved in:
Bibliographic Details
Published inResearch quarterly for exercise and sport Vol. 93; no. 2; pp. 301 - 309
Main Authors Lorenzo-Martínez, Miguel, Rein, Robert, Garnica-Caparrós, Marc, Memmert, Daniel, Rey, Ezequiel
Format Journal Article
LanguageEnglish
Published United States Routledge 01.06.2022
Taylor & Francis Ltd
Subjects
Online AccessGet full text
ISSN0270-1367
2168-3824
2168-3824
DOI10.1080/02701367.2020.1828563

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