Test cricketers score quickly during the 'nervous nineties': Evidence from a regression discontinuity design
The 'nervous nineties' is a well-known cricket colloquialism that implies that batting within reach of 100 runs is mentally demanding. Despite common acceptance of this phenomenon, no study has used a historical test cricket dataset to examine how batting behaviour and performance changes...
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description | The 'nervous nineties' is a well-known cricket colloquialism that implies that batting within reach of 100 runs is mentally demanding. Despite common acceptance of this phenomenon, no study has used a historical test cricket dataset to examine how batting behaviour and performance changes on approach to a century. Accordingly, we explored opensource ball-by-ball data from 712 test cricket matches played between 2004 and 2022 to model the regression discontinuity of batting performance metrics either side of 100 runs. Models were fit using multi-level regression, adjusted for the clustering of balls within players (and where possible, the clustering of matches and innings within players). The analysis revealed that runs per ball and the probability of scoring a boundary increased as batters approached 100 runs. This was followed by a decline of -0.18 runs per ball (95% CI -0.22 to -0.14) and a three-percentage point decline (95% CI 2.2 to 3.8) in the probability of a boundary once a batter reached 100. The modelling revealed no evidence of a change in the probability of a dismissal before and after 100. Our results suggest many batters cope effectively with the psychological demands of playing through the nineties, including by batting aggressively and/or opportunistically to swiftly reach the milestone. |
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Despite common acceptance of this phenomenon, no study has used a historical test cricket dataset to examine how batting behaviour and performance changes on approach to a century. Accordingly, we explored opensource ball-by-ball data from 712 test cricket matches played between 2004 and 2022 to model the regression discontinuity of batting performance metrics either side of 100 runs. Models were fit using multi-level regression, adjusted for the clustering of balls within players (and where possible, the clustering of matches and innings within players). The analysis revealed that runs per ball and the probability of scoring a boundary increased as batters approached 100 runs. This was followed by a decline of -0.18 runs per ball (95% CI -0.22 to -0.14) and a three-percentage point decline (95% CI 2.2 to 3.8) in the probability of a boundary once a batter reached 100. The modelling revealed no evidence of a change in the probability of a dismissal before and after 100. Our results suggest many batters cope effectively with the psychological demands of playing through the nineties, including by batting aggressively and/or opportunistically to swiftly reach the milestone.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0287700</identifier><identifier>PMID: 37379276</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Anxiety ; Athletes ; Biology and Life Sciences ; Clustering ; Cricket ; Cricket players ; Cricket Sport ; Discontinuity ; Performance measurement ; Physical Sciences ; Players ; Psychological aspects ; Regression analysis ; Regression models ; Research and Analysis Methods ; Skills ; Social Sciences ; Sports - physiology ; Statistical analysis ; Success</subject><ispartof>PloS one, 2023-06, Vol.18 (6), p.e0287700-e0287700</ispartof><rights>Copyright: © 2023 Roberts et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</rights><rights>COPYRIGHT 2023 Public Library of Science</rights><rights>2023 Roberts et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2023 Roberts et al 2023 Roberts et al</rights><rights>2023 Roberts et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Roberts, Leo</au><au>Little, Daniel R</au><au>Jackson, Mervyn</au><au>Spittal, Matthew J</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Test cricketers score quickly during the 'nervous nineties': Evidence from a regression discontinuity design</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2023-06-28</date><risdate>2023</risdate><volume>18</volume><issue>6</issue><spage>e0287700</spage><epage>e0287700</epage><pages>e0287700-e0287700</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>The 'nervous nineties' is a well-known cricket colloquialism that implies that batting within reach of 100 runs is mentally demanding. Despite common acceptance of this phenomenon, no study has used a historical test cricket dataset to examine how batting behaviour and performance changes on approach to a century. Accordingly, we explored opensource ball-by-ball data from 712 test cricket matches played between 2004 and 2022 to model the regression discontinuity of batting performance metrics either side of 100 runs. Models were fit using multi-level regression, adjusted for the clustering of balls within players (and where possible, the clustering of matches and innings within players). The analysis revealed that runs per ball and the probability of scoring a boundary increased as batters approached 100 runs. This was followed by a decline of -0.18 runs per ball (95% CI -0.22 to -0.14) and a three-percentage point decline (95% CI 2.2 to 3.8) in the probability of a boundary once a batter reached 100. The modelling revealed no evidence of a change in the probability of a dismissal before and after 100. Our results suggest many batters cope effectively with the psychological demands of playing through the nineties, including by batting aggressively and/or opportunistically to swiftly reach the milestone.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>37379276</pmid><doi>10.1371/journal.pone.0287700</doi><orcidid>https://orcid.org/0000-0002-4486-8667</orcidid><orcidid>https://orcid.org/0000-0003-3607-5525</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Anxiety Athletes Biology and Life Sciences Clustering Cricket Cricket players Cricket Sport Discontinuity Performance measurement Physical Sciences Players Psychological aspects Regression analysis Regression models Research and Analysis Methods Skills Social Sciences Sports - physiology Statistical analysis Success |
title | Test cricketers score quickly during the 'nervous nineties': Evidence from a regression discontinuity design |
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