<?xml version="1.0" encoding="utf-8" standalone="yes"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title type="main" level="a">The role of the extra-man play actions in elite water polo matches: which elements lead to a good shot?</title>
        <author>
          <persName n="1" ref="https://orcid.org/0000-0002-3440-7867" type="ORCID">
            <forename>Alessandro</forename>
            <surname>Lubisco</surname>
            <placeName type="affiliation">University of Bologna, Italy</placeName>
          </persName>
        </author>
        <respStmt>
          <resp>This is a section of <title>ASA 2021 Statistics and Information Systems for Policy Evaluation  </title>(DOI: <idno type="DOI">10.36253/978-88-5518-461-8</idno>) by </resp>
          <name>Alessandra Petrucci, Bruno Bertaccini, Luigi Fabbris</name>
        </respStmt>
      </titleStmt>
      <publicationStmt>
        <publisher>Firenze University Press</publisher>
        <pubPlace>Firenze</pubPlace>
        <date when="2021">2021</date>
        <idno type="DOI">https://doi.org/10.36253/978-88-5518-461-8.21</idno>
        <availability>
          <p>Available for academic research purposes</p>
          <p>Open Access</p>
          <p>Copyright Author(s)</p>
          <licence source="text" target="https://creativecommons.org/licenses/by/4.0/legalcode">
            <p>Content licence CC BY 4.0</p>
          </licence>
          <licence source="metadata" target="https://creativecommons.org/publicdomain/zero/1.0/legalcode">
            <p>Metadata licence CC0 1.0</p>
          </licence>
        </availability>
      </publicationStmt>
      <sourceDesc>
        <p>This is original content, published for academic research purposes</p>
      </sourceDesc>
    </fileDesc>
    <encodingDesc>
      <appInfo>
        <application version="2.2" ident="Booksflow">
          <desc>Digital edition XML powered by Booksflow</desc>
        </application>
      </appInfo>
    </encodingDesc>
    <profileDesc>
      <abstract xml:lang="en">
        <p>In water polo, two teams comprised of six outfield players and a goalkeeper compete for four quarters of 8 minutes’ real play in a playing area of 30x20m. Each team has 30 seconds to complete an action.
A frequent situation thought to be very significant to the final result of a match is the extra-man play action. After a major foul a player is sent out of play for 20 seconds. The attacking team, with a series of passes and player movements must quickly try to disrupt the defence and enable a shot. And defence has to work on coordination of movement between players so that the attack finds it difficult to score too easily. Coaches dedicate a lot of time to training their team to attack and defend in an extra-man situation. This paper investigates the issue of extra-man play actions in detail. A study is performed into data from the 2020 European men’s water polo championships, whose aim is to identify whether man-up play actions have any elements that lead to a good shot, meaning a ball in the goal even if it is saved.
Several characteristics were recorded on each extra-man play action, but only few of them seem to influence its outcome. This may be explained by the fact that the outcome of a play action is not only linked to the execution of a strategy, but it is influenced by factors which may not all be measured.</p>
      </abstract>
      <textClass>
        <keywords>
          <list>
            <item>water polo analytics</item>
            <item>match analysis</item>
            <item>tactical indicators</item>
            <item>logistic regression</item>
          </list>
        </keywords>
      </textClass>
    </profileDesc>
  </teiHeader>
  <text>
    <body>
      <p>It is available online at https://doi.org/10.36253/978-88-5518-461-8.21<ref target="https://doi.org/10.36253/978-88-5518-461-8.21" /></p>
      <div>
        <listBibl>
          <head>References</head>
          <bibl n="60581">FINA (2020). FINA Water Polo rules, https://www.fina.org/water-polo. Book.</bibl>
          <bibl n="60582">Hu, B., Shao, J. and Palta, M. (2006). Pseudo-R2 in logistic regression. Statistica Sinica, 16, pp. 847-860. Journal Article.</bibl>
          <bibl n="60583">Hraste, M., Jelaska, I. and Clark, C. (2020). Impact of Time-Outs on Efficiency of Man-Up in Water Polo: An Analysis of the Differences between the Three Levels of Water Polo Players. SportMont, 18 (2020) 3, pp. 67-71. Journal Article.</bibl>
          <bibl n="60584">Lubisco A., Mignani S., Trivisano C. (2019). Assessment of game actions performance in water polo: a data analytic approach, in ASA Conference 2019 Statistics for Health and Well-being, CLEUP Coop. Libraria Editrice, 2019, pp. 141-144. Paper in Conference Proceedings.</bibl>
          <bibl n="60585">Lupo, C., Condello, G., Capranica, L., Tessitore, A. (2014). Women’s water polo world championships: technical and tactical aspects of winning and losing teams in close and unbalanced games. Journal of Strength and Conditioning Research, 28, pp. 210-222. Journal Article.</bibl>
          <bibl n="60586">Nagelkerke, N. J. D. (1991). A note on a general definition of the coefficient of determination. Biometrika 78, pp. 691-693. Journal Article.</bibl>
          <bibl n="60587">Takagi, H., Nishijima, T., Enomoto, I., Stewart, A. (2005). Determining factors of game performance in the 2001 world water polo championships. Journal of human movement studies, 49, pp. 333-352. Journal Article.</bibl>
          <bibl n="60588">Tucher, G., de Souza Castro, F., Garrido, D., Silva, A. (2014). Relationship between origin of shot and occurrence of goals in competitive men’s water polo matches. Revista Brasileira de Cineantropometria e Desempenho Humano, June 2014, 16 (2), pp. 136-143. Journal Article.</bibl>
        </listBibl>
      </div>
    </body>
  </text>
</TEI>