A comparative study on a firm's optimal production decision considering risk aversion and carbon policies

Q. Qi, Qingguo Bai, Jianteng Xu, Qian Feng
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Abstract

To cope with global warming and achieve the goal of carbon emission reduction, various carbon policies have been implemented in many countries and regions. Some studies have indicated that with the popularity of low carbon, a small proportion of consumers show a green purchasing tendency. However, for firms, it is still difficult to predict the green purchase preferences of most consumers, and firms may face greater market demand uncertainty, which will bring profit risks. We assume that a firm’s decision is subject to its behavioral considerations, that is, its risk attitude. Considering the risk preferences of decision-makers and carbon emission policies, this paper addresses decision optimization in operations management. Our purpose is to analyze the optimal production decisions of risk-averse firms under carbon cap and carbon tax policies. Adopting the CVaR (conditional value-at-risk) criterion, we construct an optimization model with the constraints of carbon policies and obtain the analytic formula of optimal solutions. Then, we compare the optimal operational decisions for risk-averse firms and risk-neutral firms and further explore the impact of risk aversion on production and the parameters of carbon policy. Finally, some numerical studies are presented to analyze the carbon policies and risk aversion on firms’ operational decisions and give some managerial insights based on the analysis results.
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考虑风险规避和碳政策的企业最优生产决策比较研究
为了应对全球变暖,实现碳减排的目标,许多国家和地区都实施了各种碳政策。一些研究表明,随着低碳的普及,一小部分消费者表现出绿色购买倾向。然而,对于企业而言,大多数消费者的绿色购买偏好仍然难以预测,企业可能面临较大的市场需求不确定性,这将带来利润风险。我们假设企业的决策取决于其行为考虑,即其风险态度。考虑决策者的风险偏好和碳排放政策,本文研究了运营管理中的决策优化问题。我们的目的是分析在碳限额和碳税政策下风险厌恶型企业的最优生产决策。采用CVaR (conditional value-at-risk)准则,构造了碳政策约束下的优化模型,得到了最优解的解析公式。然后,我们比较了风险厌恶型企业和风险中性企业的最优经营决策,并进一步探讨了风险厌恶对生产和碳政策参数的影响。最后,通过数值研究分析了碳政策和风险规避对企业经营决策的影响,并根据分析结果给出了一些管理启示。
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