College of Economics and Management, Henan Agricultural University, Zhengzhou, Henan, China.
College of Information Science and Technology, Zhengzhou Normal University, Zhengzhou, Henan, China.
PLoS One. 2024 Nov 22;19(11):e0313982. doi: 10.1371/journal.pone.0313982. eCollection 2024.
In recent years, the domestic live pig price has risen and fallen rapidly and fluctuated frequently, which has greatly impacted the live pig industry. The level of price volatility in the pig market has served as a significant indication of the progress of the agricultural sector. Identifying the dominant factors affecting the fluctuation of pig prices has become more important. Based on the monthly data of the pig industry from February 2009 to December 2022, this paper constructs an index system of influencing factors of pig price from four aspects: uncertain impact, supply factors, demand factors, and macro-environment factors. By using the transfer model of the Markov regime (MS-VAR), we obtained the probability plot of zone transition for pig price volatility, the impulse response effect diagram of factors affecting pig price, and the cumulated impulse response effect diagram of factors affecting pig price, and analyze the reasons for the ups and downs of pig price according to the above results. The findings indicate prominent features of zone transition in the price fluctuation of China's pig market. From 2017 to 2022, the domestic pig price frequently switches between rising and falling zones, and the "falling pig price stage" and "rising pig price stage" in the non-stationary state last for a relatively short and discontinuous period. There is little probability that the price of live pigs will directly change from rising to falling, and there will be a smooth buffer stage in the price rise and fall process. Among the factors that affect the fluctuation of live pig prices, the dominant factor of frequent and large fluctuation of pig prices is the pig epidemic situation in external factors. Among the internal influencing factors, the changes in farming costs have the greatest significant influence on the fluctuation of pig prices. These results provide a decision-making reference for legislators to carry out epidemic risk prevention and control better, stabilize the market pig price, and provide empirical evidence for market participants to accurately avoid price risks through multiple channels and ways and ensure stable profitability.
近年来,国内生猪价格涨涨跌跌、频繁波动,生猪产业受到较大冲击。猪价波动幅度的大小成为衡量农业发展水平的重要标志之一,研究影响猪价波动的主导因素显得尤为重要。本文基于 2009 年 2 月至 2022 年 12 月的生猪月度数据,从不确定性冲击、供给因素、需求因素和宏观环境因素四个方面构建生猪价格影响因素指标体系,利用马尔科夫区制转移模型(MS-VAR)得到了猪价波动区制转移的概率图、各因素影响猪价的脉冲响应效应图和各因素影响猪价的累积脉冲响应效应图,并根据以上结果分析猪价涨跌的原因。研究发现中国生猪市场价格波动具有区制转换的显著特征。2017 年至 2022 年,国内生猪价格频繁在涨跌区制间切换,非平稳状态下的“跌猪价阶段”和“涨猪价阶段”持续时间较短且不连续。生猪价格由跌转涨或由涨转跌的概率较小,在价格涨跌过程中存在平滑的缓冲阶段。在影响生猪价格波动的因素中,外部因素中疫病是导致猪价频繁大幅波动的主导因素,内部影响因素中养殖成本的变化对猪价波动的影响最大。这些结果为立法者更好地开展疫病风险防控、稳定市场生猪价格提供决策参考,也为市场参与者通过多种渠道和方式准确规避价格风险、保障稳定盈利提供了实证依据。