Shangao Wang , Panhwar Ghulam Mustafa , Gershom Endelani Mwalupaso , Zhou Li
{"title":"气候风险热点地区气候变化适应与家庭财富的关系——来自巴基斯坦农村农户的见解","authors":"Shangao Wang , Panhwar Ghulam Mustafa , Gershom Endelani Mwalupaso , Zhou Li","doi":"10.1016/j.crm.2025.100704","DOIUrl":null,"url":null,"abstract":"<div><div>The agricultural sector is a cornerstone of economic development, particularly in low-income countries where smallholder farming supports livelihoods and food security. However, the increasing unpredictability of climatic factors poses significant challenges, threatening its capacity to bolster smallholder farmers’ household wealth through food production. While climate adaptation measures have been widely promoted, there remains a notable lack of empirical evidence establishing the relationship between climate adaptation and household wealth. Addressing this critical research gap, this study examines the relationship between climate adaptation and household wealth among 400 wheat smallholder farmers in Sindh province, Pakistan. Using endogenous switching regression (ESR) and propensity score matching (PSM) for robustness, we estimate the average treatment effect on the treated (ATT). The results consistently show that climate adaptation significantly increases per capita household wealth, primarily through enhanced crop production. Counterfactual analysis reveals that non-adopting households could have reduced poverty severity by 15% and extreme poverty by 17% had they adopted adaptation measures. These findings provide compelling empirical evidence for policymakers to prioritize adaptation support frameworks—such as subsidized inputs or training programs—which are indispensable for safeguarding food production, reducing climate vulnerability, and lifting smallholders out of poverty. By demonstrating the dual benefits of adaptation—wealth accumulation and poverty alleviation—this study underscores the urgency of scaling up climate-resilient agricultural practices as a key strategy for reducing vulnerability and fostering sustainable livelihoods.</div></div>","PeriodicalId":54226,"journal":{"name":"Climate Risk Management","volume":"48 ","pages":"Article 100704"},"PeriodicalIF":4.8000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Nexus of climate change adaptation and household wealth in climate risk hotspots – Insights from rural farm households of Pakistan\",\"authors\":\"Shangao Wang , Panhwar Ghulam Mustafa , Gershom Endelani Mwalupaso , Zhou Li\",\"doi\":\"10.1016/j.crm.2025.100704\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The agricultural sector is a cornerstone of economic development, particularly in low-income countries where smallholder farming supports livelihoods and food security. However, the increasing unpredictability of climatic factors poses significant challenges, threatening its capacity to bolster smallholder farmers’ household wealth through food production. While climate adaptation measures have been widely promoted, there remains a notable lack of empirical evidence establishing the relationship between climate adaptation and household wealth. Addressing this critical research gap, this study examines the relationship between climate adaptation and household wealth among 400 wheat smallholder farmers in Sindh province, Pakistan. Using endogenous switching regression (ESR) and propensity score matching (PSM) for robustness, we estimate the average treatment effect on the treated (ATT). The results consistently show that climate adaptation significantly increases per capita household wealth, primarily through enhanced crop production. Counterfactual analysis reveals that non-adopting households could have reduced poverty severity by 15% and extreme poverty by 17% had they adopted adaptation measures. These findings provide compelling empirical evidence for policymakers to prioritize adaptation support frameworks—such as subsidized inputs or training programs—which are indispensable for safeguarding food production, reducing climate vulnerability, and lifting smallholders out of poverty. By demonstrating the dual benefits of adaptation—wealth accumulation and poverty alleviation—this study underscores the urgency of scaling up climate-resilient agricultural practices as a key strategy for reducing vulnerability and fostering sustainable livelihoods.</div></div>\",\"PeriodicalId\":54226,\"journal\":{\"name\":\"Climate Risk Management\",\"volume\":\"48 \",\"pages\":\"Article 100704\"},\"PeriodicalIF\":4.8000,\"publicationDate\":\"2025-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Climate Risk Management\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S221209632500018X\",\"RegionNum\":2,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Climate Risk Management","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S221209632500018X","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Nexus of climate change adaptation and household wealth in climate risk hotspots – Insights from rural farm households of Pakistan
The agricultural sector is a cornerstone of economic development, particularly in low-income countries where smallholder farming supports livelihoods and food security. However, the increasing unpredictability of climatic factors poses significant challenges, threatening its capacity to bolster smallholder farmers’ household wealth through food production. While climate adaptation measures have been widely promoted, there remains a notable lack of empirical evidence establishing the relationship between climate adaptation and household wealth. Addressing this critical research gap, this study examines the relationship between climate adaptation and household wealth among 400 wheat smallholder farmers in Sindh province, Pakistan. Using endogenous switching regression (ESR) and propensity score matching (PSM) for robustness, we estimate the average treatment effect on the treated (ATT). The results consistently show that climate adaptation significantly increases per capita household wealth, primarily through enhanced crop production. Counterfactual analysis reveals that non-adopting households could have reduced poverty severity by 15% and extreme poverty by 17% had they adopted adaptation measures. These findings provide compelling empirical evidence for policymakers to prioritize adaptation support frameworks—such as subsidized inputs or training programs—which are indispensable for safeguarding food production, reducing climate vulnerability, and lifting smallholders out of poverty. By demonstrating the dual benefits of adaptation—wealth accumulation and poverty alleviation—this study underscores the urgency of scaling up climate-resilient agricultural practices as a key strategy for reducing vulnerability and fostering sustainable livelihoods.
期刊介绍:
Climate Risk Management publishes original scientific contributions, state-of-the-art reviews and reports of practical experience on the use of knowledge and information regarding the consequences of climate variability and climate change in decision and policy making on climate change responses from the near- to long-term.
The concept of climate risk management refers to activities and methods that are used by individuals, organizations, and institutions to facilitate climate-resilient decision-making. Its objective is to promote sustainable development by maximizing the beneficial impacts of climate change responses and minimizing negative impacts across the full spectrum of geographies and sectors that are potentially affected by the changing climate.