Air quality;
Air pollution;
Renovation;
Indoor air;
Stadium;
D O I:
10.1016/j.envres.2024.119332
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Indoor air quality is a critical factor influencing athletic performance, particularly in professional sports settings, yet its impact remains underexplored. This study utilizes a panel dataset from 2516 Chinese Basketball Association (CBA) matches across 20 cities in China between 2014 and 2019. We integrate daily air pollution metrics with player efficiency ratings (PER) to investigate the effects of air quality on individual performance. We find that a 10% increase in the air quality index (AQI) corresponds to a 1.4223 decrease in PER, indicating a strong negative effect of poor air quality on player productivity. Different pollutants have varying effects, with some exacerbating the decline in both overall performance and precision in tasks. Notably, older players and international players exhibit greater resilience to air pollution. These insights contribute to the development of a comprehensive index for assessing work efficiency under varying air quality conditions and suggest targeted strategies to mitigate the negative impacts of air pollution in competitive athletic settings.
机构:
Univ Castilla La Mancha, Dept Polit Econ & Publ Finance, Econ & Business Stat & Econ Policy, Ciudad Real, SpainUniv Castilla La Mancha, Dept Polit Econ & Publ Finance, Econ & Business Stat & Econ Policy, Ciudad Real, Spain
Balsalobre-Lorente, Daniel
;
Shahbaz, Muhammad
论文数: 0引用数: 0
h-index: 0
机构:
Montpellier Business Sch, Energy & Sustainable Dev, Montpellier, FranceUniv Castilla La Mancha, Dept Polit Econ & Publ Finance, Econ & Business Stat & Econ Policy, Ciudad Real, Spain
Shahbaz, Muhammad
;
Roubaud, David
论文数: 0引用数: 0
h-index: 0
机构:
Montpellier Business Sch, Energy & Sustainable Dev, Montpellier, FranceUniv Castilla La Mancha, Dept Polit Econ & Publ Finance, Econ & Business Stat & Econ Policy, Ciudad Real, Spain
Roubaud, David
;
Farhani, Sahbi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sousse, ISG Sousse, LAMIDED, Sousse 4000, Tunisia
Private Univ Sousse, Private High Sch Econ & Management Sousse, Sousse, TunisiaUniv Castilla La Mancha, Dept Polit Econ & Publ Finance, Econ & Business Stat & Econ Policy, Ciudad Real, Spain
机构:
Wuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Wuhan Univ Technol, Intelligent Transportat Syst Res Ctr, Wuhan 430063, Peoples R China
Natl Engn Res Ctr Water Transport Safety, Engn Res Ctr Transportat Safety, Wuhan 430063, Peoples R ChinaWuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Hussain, Iftikhar
;
Wang, Haiyan
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Wuhan Univ Technol, Intelligent Transportat Syst Res Ctr, Wuhan 430063, Peoples R China
Natl Engn Res Ctr Water Transport Safety, Engn Res Ctr Transportat Safety, Wuhan 430063, Peoples R ChinaWuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Wang, Haiyan
;
Safdar, Muhammad
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Wuhan Univ Technol, Intelligent Transportat Syst Res Ctr, Wuhan 430063, Peoples R China
Natl Engn Res Ctr Water Transport Safety, Engn Res Ctr Transportat Safety, Wuhan 430063, Peoples R ChinaWuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Safdar, Muhammad
;
Ho, Quoc Bang
论文数: 0引用数: 0
h-index: 0
机构:
Vietnam Natl Univ Ho Chi Minh City VNU HCM, Dept Sci & Technol, Ho Chi Minh City 700000, VietnamWuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Ho, Quoc Bang
;
Wemegah, Tina D.
论文数: 0引用数: 0
h-index: 0
机构:
Accra Tech Univ, Dept Civil Engn, POB 561, Accra, GhanaWuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Wemegah, Tina D.
;
Noor, Saima
论文数: 0引用数: 0
h-index: 0
机构:
Karakoram Int Univ, Gilgit 15100, PakistanWuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
机构:
Univ Castilla La Mancha, Dept Polit Econ & Publ Finance, Econ & Business Stat & Econ Policy, Ciudad Real, SpainUniv Castilla La Mancha, Dept Polit Econ & Publ Finance, Econ & Business Stat & Econ Policy, Ciudad Real, Spain
Balsalobre-Lorente, Daniel
;
Shahbaz, Muhammad
论文数: 0引用数: 0
h-index: 0
机构:
Montpellier Business Sch, Energy & Sustainable Dev, Montpellier, FranceUniv Castilla La Mancha, Dept Polit Econ & Publ Finance, Econ & Business Stat & Econ Policy, Ciudad Real, Spain
Shahbaz, Muhammad
;
Roubaud, David
论文数: 0引用数: 0
h-index: 0
机构:
Montpellier Business Sch, Energy & Sustainable Dev, Montpellier, FranceUniv Castilla La Mancha, Dept Polit Econ & Publ Finance, Econ & Business Stat & Econ Policy, Ciudad Real, Spain
Roubaud, David
;
Farhani, Sahbi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sousse, ISG Sousse, LAMIDED, Sousse 4000, Tunisia
Private Univ Sousse, Private High Sch Econ & Management Sousse, Sousse, TunisiaUniv Castilla La Mancha, Dept Polit Econ & Publ Finance, Econ & Business Stat & Econ Policy, Ciudad Real, Spain
机构:
Wuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Wuhan Univ Technol, Intelligent Transportat Syst Res Ctr, Wuhan 430063, Peoples R China
Natl Engn Res Ctr Water Transport Safety, Engn Res Ctr Transportat Safety, Wuhan 430063, Peoples R ChinaWuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Hussain, Iftikhar
;
Wang, Haiyan
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Wuhan Univ Technol, Intelligent Transportat Syst Res Ctr, Wuhan 430063, Peoples R China
Natl Engn Res Ctr Water Transport Safety, Engn Res Ctr Transportat Safety, Wuhan 430063, Peoples R ChinaWuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Wang, Haiyan
;
Safdar, Muhammad
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Wuhan Univ Technol, Intelligent Transportat Syst Res Ctr, Wuhan 430063, Peoples R China
Natl Engn Res Ctr Water Transport Safety, Engn Res Ctr Transportat Safety, Wuhan 430063, Peoples R ChinaWuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Safdar, Muhammad
;
Ho, Quoc Bang
论文数: 0引用数: 0
h-index: 0
机构:
Vietnam Natl Univ Ho Chi Minh City VNU HCM, Dept Sci & Technol, Ho Chi Minh City 700000, VietnamWuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Ho, Quoc Bang
;
Wemegah, Tina D.
论文数: 0引用数: 0
h-index: 0
机构:
Accra Tech Univ, Dept Civil Engn, POB 561, Accra, GhanaWuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China
Wemegah, Tina D.
;
Noor, Saima
论文数: 0引用数: 0
h-index: 0
机构:
Karakoram Int Univ, Gilgit 15100, PakistanWuhan Univ Technol, Sch Transportat & Logist Engn, Wuhan 430063, Peoples R China