{"title":"Temperature and Productivity in Soccer","authors":"Vojtěch Mišák","doi":"10.1111/kykl.70029","DOIUrl":null,"url":null,"abstract":"<p>This paper examines the impact of temperature on soccer team productivity using match-level data from 10 countries across three continents. The results show that temperature affects multiple performance metrics, often in non-linear ways. Specifically, attacking efficiency is enhanced in warmer conditions, leading to increased goal productivity and improved shot conversion rates. Conversely, defensive performance appears to weaken in warmer conditions, with a decrease in defensive pressure and passing accuracy. Player aggression follows an inverted U-shaped pattern in relation to temperature. The effects of temperature vary across different leagues and climate regions. The relationship between temperature and outcome measures tends to be stronger in lower leagues, while the Champions League is the least influenced overall. Teams from colder regions experience a larger decline in passing volume when playing in high temperatures, with the effect being particularly pronounced in Brazil.</p>","PeriodicalId":47739,"journal":{"name":"Kyklos","volume":"79 2","pages":"324-337"},"PeriodicalIF":1.7000,"publicationDate":"2026-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/kykl.70029","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Kyklos","FirstCategoryId":"96","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/kykl.70029","RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/11/20 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0
Abstract
This paper examines the impact of temperature on soccer team productivity using match-level data from 10 countries across three continents. The results show that temperature affects multiple performance metrics, often in non-linear ways. Specifically, attacking efficiency is enhanced in warmer conditions, leading to increased goal productivity and improved shot conversion rates. Conversely, defensive performance appears to weaken in warmer conditions, with a decrease in defensive pressure and passing accuracy. Player aggression follows an inverted U-shaped pattern in relation to temperature. The effects of temperature vary across different leagues and climate regions. The relationship between temperature and outcome measures tends to be stronger in lower leagues, while the Champions League is the least influenced overall. Teams from colder regions experience a larger decline in passing volume when playing in high temperatures, with the effect being particularly pronounced in Brazil.
期刊介绍:
KYKLOS views economics as a social science and as such favours contributions dealing with issues relevant to contemporary society, as well as economic policy applications. Since its inception nearly 60 years ago, KYKLOS has earned a worldwide reputation for publishing a broad range of articles from international scholars on real world issues. KYKLOS encourages unorthodox, original approaches to topical economic and social issues with a multinational application, and promises to give fresh insights into topics of worldwide interest