Unveiling the nexus between solar energy adoption and crop farmer income: evidence from Pakistan

Nawab Khan, Khalid M. Elhindi, H. Kassem, Rizwan Kazim, Shemei Zhang
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Abstract

Worldwide, the continuous advancement of off-grid solar photovoltaic irrigation seeks to improve water access, increase food production, and reduce carbon emissions and energy costs associated with fuel usage. Consequently, this enhances human resilience to climate change and contributes to the improvement of farmers’ income. This study investigates the influence of solar energy adoption on farmers’ income, drawing insights from 1,080 growers in Pakistan. It uses the logit model and propensity score matching (PSM) to address bias. Factors influencing income, including gender, education, decision-making autonomy, farm size, extension services, cooperative associations, access to credit, risk perception, market distance, and tube well availability, are identified. Findings reveal a positive correlation between solar energy adoption and increased crop farmer income. PSM analysis validates this, emphasizing the need for government and agricultural extension interventions to enhance financial accessibility for farmers facing mobility challenges. This includes subsidies for technology adoption and knowledge dissemination about digital technology. The study advocates for an accelerated adoption of solar energy to foster agricultural development in Pakistan. In resource-poor nations like Pakistan, government subsidies are crucial to offset technology costs for citizens facing challenges in affording green energy. Addressing Pakistan’s energy crisis through promoting solar energy for irrigation can amplify farmers’ income. It is imperative to promote access to this technology, particularly for water pumping, through subsidies and readily available credit facilities, given the resource limitations and small landholdings of many farmers in Pakistan.
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揭示太阳能应用与农民收入之间的关系:巴基斯坦的证据
在世界范围内,离网太阳能光伏灌溉技术的不断进步旨在改善用水条件、提高粮食产量、减少碳排放以及与燃料使用相关的能源成本。因此,这增强了人类抵御气候变化的能力,有助于提高农民收入。本研究调查了太阳能的采用对农民收入的影响,从巴基斯坦的 1,080 名种植者那里获得了启示。研究采用对数模型和倾向得分匹配法(PSM)来解决偏差问题。确定了影响收入的因素,包括性别、教育程度、决策自主权、农场规模、推广服务、合作协会、获得信贷的机会、风险意识、市场距离和管井的可用性。研究结果表明,采用太阳能与农民收入增加之间存在正相关关系。PSM 分析验证了这一点,强调政府和农业推广部门需要采取干预措施,提高面临流动性挑战的农民获得资金的能力。这包括为采用技术和传播数字技术知识提供补贴。该研究主张加快采用太阳能,以促进巴基斯坦的农业发展。在巴基斯坦这样的资源贫乏国家,政府补贴对于抵消面临绿色能源负担挑战的公民的技术成本至关重要。通过推广太阳能灌溉来解决巴基斯坦的能源危机,可以增加农民收入。鉴于巴基斯坦许多农民资源有限,土地面积小,必须通过补贴和随时可用的信贷机制来促进获得这种技术,特别是用于抽水的技术。
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