{"title":"热致劳动能力丧失——未来气候变化情景预测","authors":"Vidhya Venugopal, Rekha Shanmugam, PK Latha","doi":"10.1016/j.envdev.2025.101304","DOIUrl":null,"url":null,"abstract":"<div><div>In developing countries that rely heavily on manual labour, heat stress is expected to worsen, affecting health and productivity. No study has been conducted to date on predicting seasonal heat stress and Labour Capacity Loss (LCL) in India; therefore, the present study aims to examine the impact of climatic change scenarios on heat-induced LCL among informal outdoor workers in Southern India. We studied cross-sectional changes in Wet Bulb Globe Temperature (WBGT) and surveyed 1247 workers in five informal outdoor sectors in Tamil Nadu (TN). We use Dunne's empirical approach to measure regional LCL variations throughout three periods till 2099. The results are described using descriptive and multivariate analysis. The results showed that the seasonal WBGTs increase by 1.6 ± 0.2 °C and 2.3 ± 0.2 °C (summer) and 0.7 ± 0.4 °C and 1.4 ± 0.4 °C (winter) under Representative Concentration Pathway (RCP) 6.0 and RCP 8.5, respectively. Perception data collected from this region's workers already shows significantly higher odds of productivity loss with WBGT exposures (Adjusted Odds Ratio (AOR): 1.6; 95 % CI: 1.2–2.1), hot season (AOR: 15.3; 95 % CI: 11.4–20.5), and heavy workload (AOR: 3.4; 95 % CI: 2.4–4.7). While summer WBGTs exceed 30 °C in all three time periods under RCP6.0 and RCP8.5, winter WBGTs surpass safe working conditions in many districts of TN in the third period under RCP8.5. By 2099, under RCP6.0, high/moderate workload summer LCL ranged from 4.5 to 13.3 %, and 1.0–10.1 % under RCP8.5. Our findings show drastic changes in future WBGT and LCL, resulting in significant individual and regional economic losses. To safeguard millions of impoverished informal workers in tropical and subtropical countries, climate mitigation, adaptation, and intervention initiatives are urgently needed.</div></div>","PeriodicalId":54269,"journal":{"name":"Environmental Development","volume":"57 ","pages":"Article 101304"},"PeriodicalIF":5.3000,"publicationDate":"2025-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Heat-induced labour capacity loss- future climate change scenario prediction\",\"authors\":\"Vidhya Venugopal, Rekha Shanmugam, PK Latha\",\"doi\":\"10.1016/j.envdev.2025.101304\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>In developing countries that rely heavily on manual labour, heat stress is expected to worsen, affecting health and productivity. No study has been conducted to date on predicting seasonal heat stress and Labour Capacity Loss (LCL) in India; therefore, the present study aims to examine the impact of climatic change scenarios on heat-induced LCL among informal outdoor workers in Southern India. We studied cross-sectional changes in Wet Bulb Globe Temperature (WBGT) and surveyed 1247 workers in five informal outdoor sectors in Tamil Nadu (TN). We use Dunne's empirical approach to measure regional LCL variations throughout three periods till 2099. The results are described using descriptive and multivariate analysis. The results showed that the seasonal WBGTs increase by 1.6 ± 0.2 °C and 2.3 ± 0.2 °C (summer) and 0.7 ± 0.4 °C and 1.4 ± 0.4 °C (winter) under Representative Concentration Pathway (RCP) 6.0 and RCP 8.5, respectively. Perception data collected from this region's workers already shows significantly higher odds of productivity loss with WBGT exposures (Adjusted Odds Ratio (AOR): 1.6; 95 % CI: 1.2–2.1), hot season (AOR: 15.3; 95 % CI: 11.4–20.5), and heavy workload (AOR: 3.4; 95 % CI: 2.4–4.7). While summer WBGTs exceed 30 °C in all three time periods under RCP6.0 and RCP8.5, winter WBGTs surpass safe working conditions in many districts of TN in the third period under RCP8.5. By 2099, under RCP6.0, high/moderate workload summer LCL ranged from 4.5 to 13.3 %, and 1.0–10.1 % under RCP8.5. Our findings show drastic changes in future WBGT and LCL, resulting in significant individual and regional economic losses. To safeguard millions of impoverished informal workers in tropical and subtropical countries, climate mitigation, adaptation, and intervention initiatives are urgently needed.</div></div>\",\"PeriodicalId\":54269,\"journal\":{\"name\":\"Environmental Development\",\"volume\":\"57 \",\"pages\":\"Article 101304\"},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2025-07-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental Development\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2211464525001708\",\"RegionNum\":2,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Development","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2211464525001708","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Heat-induced labour capacity loss- future climate change scenario prediction
In developing countries that rely heavily on manual labour, heat stress is expected to worsen, affecting health and productivity. No study has been conducted to date on predicting seasonal heat stress and Labour Capacity Loss (LCL) in India; therefore, the present study aims to examine the impact of climatic change scenarios on heat-induced LCL among informal outdoor workers in Southern India. We studied cross-sectional changes in Wet Bulb Globe Temperature (WBGT) and surveyed 1247 workers in five informal outdoor sectors in Tamil Nadu (TN). We use Dunne's empirical approach to measure regional LCL variations throughout three periods till 2099. The results are described using descriptive and multivariate analysis. The results showed that the seasonal WBGTs increase by 1.6 ± 0.2 °C and 2.3 ± 0.2 °C (summer) and 0.7 ± 0.4 °C and 1.4 ± 0.4 °C (winter) under Representative Concentration Pathway (RCP) 6.0 and RCP 8.5, respectively. Perception data collected from this region's workers already shows significantly higher odds of productivity loss with WBGT exposures (Adjusted Odds Ratio (AOR): 1.6; 95 % CI: 1.2–2.1), hot season (AOR: 15.3; 95 % CI: 11.4–20.5), and heavy workload (AOR: 3.4; 95 % CI: 2.4–4.7). While summer WBGTs exceed 30 °C in all three time periods under RCP6.0 and RCP8.5, winter WBGTs surpass safe working conditions in many districts of TN in the third period under RCP8.5. By 2099, under RCP6.0, high/moderate workload summer LCL ranged from 4.5 to 13.3 %, and 1.0–10.1 % under RCP8.5. Our findings show drastic changes in future WBGT and LCL, resulting in significant individual and regional economic losses. To safeguard millions of impoverished informal workers in tropical and subtropical countries, climate mitigation, adaptation, and intervention initiatives are urgently needed.
期刊介绍:
Environmental Development provides a future oriented, pro-active, authoritative source of information and learning for researchers, postgraduate students, policymakers, and managers, and bridges the gap between fundamental research and the application in management and policy practices. It stimulates the exchange and coupling of traditional scientific knowledge on the environment, with the experiential knowledge among decision makers and other stakeholders and also connects natural sciences and social and behavioral sciences. Environmental Development includes and promotes scientific work from the non-western world, and also strengthens the collaboration between the developed and developing world. Further it links environmental research to broader issues of economic and social-cultural developments, and is intended to shorten the delays between research and publication, while ensuring thorough peer review. Environmental Development also creates a forum for transnational communication, discussion and global action.
Environmental Development is open to a broad range of disciplines and authors. The journal welcomes, in particular, contributions from a younger generation of researchers, and papers expanding the frontiers of environmental sciences, pointing at new directions and innovative answers.
All submissions to Environmental Development are reviewed using the general criteria of quality, originality, precision, importance of topic and insights, clarity of exposition, which are in keeping with the journal''s aims and scope.