{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,10]],"date-time":"2025-11-10T13:40:48Z","timestamp":1762782048095,"version":"3.41.0"},"publisher-location":"Cham","reference-count":35,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319524634"},{"type":"electronic","value":"9783319524641"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-52464-1_33","type":"book-chapter","created":{"date-parts":[[2017,1,23]],"date-time":"2017-01-23T01:11:41Z","timestamp":1485133901000},"page":"357-366","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Decision Support Enhancement for Player Substitution in Football: A Design Science Approach"],"prefix":"10.1007","author":[{"given":"Pavlina","family":"Kr\u00f6ckel","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,1,24]]},"reference":[{"key":"33_CR1","doi-asserted-by":"publisher","first-page":"S161","DOI":"10.1057\/jors.2008.170","volume":"60","author":"MB Wright","year":"2009","unstructured":"Wright, M.B.: 50 years of OR in sport. J. Oper. Res. Soc. 60, S161\u2013S168 (2009). doi: 10.1057\/jors.2008.170","journal-title":"J. Oper. Res. Soc."},{"issue":"2","key":"33_CR2","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1287\/inte.1110.0606","volume":"42","author":"BJ Coleman","year":"2012","unstructured":"Coleman, B.J.: Identifying the \u201cplayers\u201d in sports analytics research. Interfaces 42(2), 109\u2013118 (2012). doi: 10.1287\/inte.1110.0606","journal-title":"Interfaces"},{"key":"33_CR3","doi-asserted-by":"publisher","DOI":"10.4324\/9780203448625","volume-title":"Handbook of Soccer Match Analysis. A Systematic Approach to Improving Performance","author":"C Carling","year":"2005","unstructured":"Carling, C., Williams, A.M., Reilly, T.: Handbook of Soccer Match Analysis. A Systematic Approach to Improving Performance. Routledge, London (2005)"},{"key":"33_CR4","doi-asserted-by":"crossref","DOI":"10.4324\/9780203878309","volume-title":"Research Methods for Sports Performance Analysis","author":"P O\u2019Donoghue","year":"2009","unstructured":"O\u2019Donoghue, P.: Research Methods for Sports Performance Analysis. Routledge, Milton Park (2009)"},{"issue":"5","key":"33_CR5","doi-asserted-by":"publisher","first-page":"701","DOI":"10.1007\/s40279-014-0144-3","volume":"44","author":"J Castellano","year":"2014","unstructured":"Castellano, J., Alvarez-Pastor, D., Bradley, P.S.: Evaluation of research using computerised tracking systems (Amisco and Prozone) to analyse physical performance in elite soccer: a systematic review. Sports Med. (Auckland, N.Z.) 44(5), 701\u2013712 (2014). doi: 10.1007\/s40279-014-0144-3","journal-title":"Sports Med. (Auckland, N.Z.)"},{"issue":"1","key":"33_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.2165\/11596520-000000000-00000","volume":"42","author":"L Vilar","year":"2012","unstructured":"Vilar, L., Ara\u00fajo, D., Davids, K., Button, C.: The role of ecological dynamics in analysing performance in team sports. Sports Med. (Auckland, N.Z.) 42(1), 1\u201310 (2012). doi: 10.2165\/11596520-000000000-00000","journal-title":"Sports Med. (Auckland, N.Z.)"},{"issue":"10","key":"33_CR7","doi-asserted-by":"publisher","first-page":"811","DOI":"10.1080\/026404101317015447","volume":"19","author":"G Atkinson","year":"2001","unstructured":"Atkinson, G., Nevill, A.M.: Selected issues in the design and analysis of sport performance research. J. Sports Sci. 19(10), 811\u2013827 (2001). doi: 10.1080\/026404101317015447","journal-title":"J. Sports Sci."},{"issue":"2","key":"33_CR8","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1080\/24748668.2006.11868377","volume":"6","author":"D Reed","year":"2006","unstructured":"Reed, D., Hughes, M.: An exploration of team sport as a dynamical system. Int. J. Perform. Anal. Sport 6(2), 114\u2013125 (2006)","journal-title":"Int. J. Perform. Anal. Sport"},{"issue":"1","key":"33_CR9","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1080\/24748668.2007.11868388","volume":"7","author":"M Lames","year":"2007","unstructured":"Lames, M., McGarry, T.: On the search for reliable performance indicators in game sports. Int. J. Perform. Anal. Sport 7(1), 62\u201379 (2007)","journal-title":"Int. J. Perform. Anal. Sport"},{"issue":"1","key":"33_CR10","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1080\/24748668.2009.11868469","volume":"9","author":"T McGarry","year":"2009","unstructured":"McGarry, T.: Applied and theoretical perspectives of performance analysis in sport: scientific issues and challenges. Int. J. Perform. Anal. Sport 9(1), 128\u2013140 (2009)","journal-title":"Int. J. Perform. Anal. Sport"},{"key":"33_CR11","doi-asserted-by":"publisher","first-page":"56","DOI":"10.2174\/1875399X01003010056","volume":"3","author":"B Travassos","year":"2010","unstructured":"Travassos, B., Ara\u00fajo, D., Correia, V., Esteves, P.: Eco-dynamics approach to the study of team sports performance. Open Sports Sci. J. 3, 56\u201357 (2010)","journal-title":"Open Sports Sci. J."},{"issue":"1","key":"33_CR12","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1080\/24748668.2013.11868633","volume":"13","author":"B Travassos","year":"2013","unstructured":"Travassos, B., Davids, K., Ara\u00fajo, D., Esteves, P.T.: Performance analysis in team sports: advances from an ecological dynamics approach. Int. J. Perform. Anal. Sport 13(1), 83\u201395 (2013)","journal-title":"Int. J. Perform. Anal. Sport"},{"issue":"10","key":"33_CR13","doi-asserted-by":"publisher","first-page":"739","DOI":"10.1080\/026404102320675602","volume":"20","author":"MD Hughes","year":"2002","unstructured":"Hughes, M.D., Bartlett, R.M.: The use of performance indicators in performance analysis. J. Sports Sci. 20(10), 739\u2013754 (2002). doi: 10.1080\/026404102320675602","journal-title":"J. Sports Sci."},{"key":"33_CR14","unstructured":"Lewis, T.: How computer analysts took over at Britain\u2019s top football clubs. The Guardian, 9 March 2014. http:\/\/www.theguardian.com\/football\/2014\/mar\/09\/premier-league-football-clubs-computer-analysts-managers-data-winning . Accessed 22 Feb 2016"},{"key":"33_CR15","doi-asserted-by":"crossref","unstructured":"Das, A.: Robert Lewandowski Scores Five Goals in Nine Minutes for Bayern Munich. The New York Times, 22 September 2015. http:\/\/www.nytimes.com\/2015\/09\/23\/sports\/soccer\/robert-lewandowski-bayern-munich-five-goals.html . Accessed 22 Feb 2016","DOI":"10.12968\/eqhe.2015.22.5"},{"issue":"06","key":"33_CR16","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1055\/s-0031-1271771","volume":"32","author":"J Castellano","year":"2011","unstructured":"Castellano, J., Blanco-Villase\u00f1or, A., \u00c1lvarez, D.: Contextual variables and time-motion analysis in soccer. Int. J. Sports Med. 32(06), 415\u2013421 (2011). doi: 10.1055\/s-0031-1271771","journal-title":"Int. J. Sports Med."},{"issue":"9","key":"33_CR17","doi-asserted-by":"publisher","first-page":"885","DOI":"10.1080\/02640410701836887","volume":"26","author":"JB Taylor","year":"2008","unstructured":"Taylor, J.B., Mellalieu, S.D., James, N., Shearer, D.A.: The influence of match location, quality of opposition, and match status on technical performance in professional association football. J. Sports Sci. 26(9), 885\u2013895 (2008). doi: 10.1080\/02640410701836887","journal-title":"J. Sports Sci."},{"key":"33_CR18","volume-title":"The Numbers Game. Why Everything You Know About Football is Wrong","author":"C Anderson","year":"2014","unstructured":"Anderson, C., Sally, D.: The Numbers Game. Why Everything You Know About Football is Wrong. Penguin Books, London (2014)"},{"key":"33_CR19","volume-title":"Notational Analysis of Sport. Systems for Better Coaching and Performance in sport","author":"M Hughes","year":"2004","unstructured":"Hughes, M., Franks, I.M.: Notational Analysis of Sport. Systems for Better Coaching and Performance in sport, 2nd edn. Routledge, London (2004)","edition":"2"},{"key":"33_CR20","volume-title":"The Essentials of Performance Analysis. An Introduction","author":"M Hughes","year":"2008","unstructured":"Hughes, M., Franks, I.M.: The Essentials of Performance Analysis. An Introduction. Routledge, London (2008)"},{"issue":"3","key":"33_CR21","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1080\/02640419108729890","volume":"9","author":"IM Franks","year":"1991","unstructured":"Franks, I.M., Miller, G.: Training coaches to observe and remember. J. Sports Sci. 9(3), 285\u2013297 (1991). doi: 10.1080\/02640419108729890","journal-title":"J. Sports Sci."},{"key":"33_CR22","unstructured":"Geyer, H.: Auswechselverhalten im Fu\u00dfball: Eine theoretische und empirische Analyse. I\u00d6B-Diskussionspapiere 5\/08, University of M\u00fcnster, Institute for Economic Education (2008). https:\/\/ideas.repec.org\/p\/zbw\/ioebdp\/508.html"},{"key":"33_CR23","doi-asserted-by":"publisher","unstructured":"Bartling, B., Brandes, L., Schunk, D.: Expectations as reference points. Field evidence from experienced subjects in a competitive, high-stakes environment. SSRN J. (2012). doi: 10.2139\/ssrn.2053180","DOI":"10.2139\/ssrn.2053180"},{"issue":"2","key":"33_CR24","first-page":"183","volume":"14","author":"DB Coelho","year":"2012","unstructured":"Coelho, D.B., Coelho, L.G.M., Morandi, R.F., Ferreira Junior, J.B., Marins, J.C.B., Prado, L.S., Soares, D.D., Silami-Garcia, E.: Effect of player substitutions on the intensity of second-half soccer match play. Rev. Bras. de Cineantropometria Desempenho Humano 14(2), 183\u2013191 (2012)","journal-title":"Rev. Bras. de Cineantropometria Desempenho Humano"},{"key":"33_CR25","doi-asserted-by":"publisher","unstructured":"Myers, B.R.: A proposed decision rule for the timing of soccer substitutions. J. Quant. Anal. Sports 8(1) (2012). doi: 10.1515\/1559-0410.1349","DOI":"10.1515\/1559-0410.1349"},{"key":"33_CR26","doi-asserted-by":"publisher","unstructured":"Hirotsu, N., Wright, M.B.: Modeling tactical changes of formation in association football as a zero-sum game. J. Quant. Anal. Sports 2(2) (2006). doi: 10.2202\/1559-0410.1017","DOI":"10.2202\/1559-0410.1017"},{"key":"33_CR27","doi-asserted-by":"publisher","unstructured":"Hirotsu, N., Ito, M., Miyaji, C., Hamano, K., Taguchi, A.: Modeling tactical changes of formation in association football as a non-zero-sum game. J. Quant. Anal. Sports 5(3) (2009). doi: 10.2202\/1559-0410.1138","DOI":"10.2202\/1559-0410.1138"},{"issue":"1","key":"33_CR28","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1057\/palgrave\/jors\/2601254","volume":"53","author":"N Hirotsu","year":"2002","unstructured":"Hirotsu, N., Wright, M.: Using a Markov process model of an association football match to determine the optimal timing of substitution and tactical decisions. J. Oper. Res. Soc. 53(1), 88\u201396 (2002)","journal-title":"J. Oper. Res. Soc."},{"issue":"8","key":"33_CR29","doi-asserted-by":"publisher","first-page":"878","DOI":"10.1057\/palgrave.jors.2601591","volume":"54","author":"N Hirotsu","year":"2003","unstructured":"Hirotsu, N., Wright, M.: Determining the best strategy for changing the configuration of a football team. J. Oper. Res. Soc. 54(8), 878\u2013887 (2003). doi: 10.1057\/palgrave.jors.2601591","journal-title":"J. Oper. Res. Soc."},{"issue":"3","key":"33_CR30","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1123\/ijspp.2013-0304","volume":"9","author":"PS Bradley","year":"2014","unstructured":"Bradley, P.S., Lago-Pe\u00f1as, C., Rey, E.: Evaluation of the match performances of substitution players in elite soccer. IJSPP 9(3), 415\u2013424 (2014). doi: 10.1123\/ijspp.2013-0304","journal-title":"IJSPP"},{"issue":"2","key":"33_CR31","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1177\/1527002507308309","volume":"9","author":"J Corral Del","year":"2007","unstructured":"Del Corral, J., Barros, C.P., Prieto-Rodriguez, J.: The determinants of soccer player substitutions. A survival analysis of the Spanish soccer league. J. Sports Econ. 9(2), 160\u2013172 (2007). doi: 10.1177\/1527002507308309","journal-title":"J. Sports Econ."},{"issue":"1","key":"33_CR32","doi-asserted-by":"crossref","first-page":"75","DOI":"10.2307\/25148625","volume":"28","author":"AR Hevner","year":"2004","unstructured":"Hevner, A.R., March, S.T., Park, J., Ram, S.: Design science in information systems research. MIS Q. 28(1), 75\u2013105 (2004)","journal-title":"MIS Q."},{"key":"33_CR33","series-title":"Integrated Series in Information Systems","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-5653-8","volume-title":"Design Research in Information Systems. Theory and Practice","author":"AR Hevner","year":"2010","unstructured":"Hevner, A.R., Chatterjee, S.: Design Research in Information Systems. Theory and Practice. Integrated Series in Information Systems, vol. 22. Springer, New York (2010)"},{"key":"33_CR34","unstructured":"Davcheva, P., Schuster, B., Hille, M., G\u00f6tz, R., Zhang, J.: Decision support system for player substitution in football - prototypical implementation N\u00fcrnberg: Lehrstuhl Wirtschaftsinformatik, insbes. im Dienstleistungsbereich, Universit\u00e4t Erlangen-N\u00fcrnberg (2016)"},{"issue":"4","key":"33_CR35","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1123\/tsp.23.4.451","volume":"23","author":"B Woods","year":"2009","unstructured":"Woods, B., Thatcher, J.: A qualitative exploration of substitutes\u2019 experiences in soccer. Sport Psychol. 23(4), 451\u2013469 (2009)","journal-title":"Sport Psychol."}],"container-title":["Lecture Notes in Business Information Processing","Business Information Systems Workshops"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-52464-1_33","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,14]],"date-time":"2025-06-14T18:25:57Z","timestamp":1749925557000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-52464-1_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319524634","9783319524641"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-52464-1_33","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"type":"print","value":"1865-1348"},{"type":"electronic","value":"1865-1356"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"24 January 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"BIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Business Information Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Leipzig","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Germany","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 July 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 July 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bis2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}