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“中等收入陷阱”的贝叶斯网络推断研究

Study on Bayesian NetworkInference of “Middle-Income Trap”

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【作者】 孙晴韩平

【Author】 SUN Qing;HAN Ping;School of Economics,Harbin University of Commerce;

【机构】 哈尔滨商业大学经济学院

【摘要】 关于中国是否进入中等收入陷阱存在很大的争论,根据中等收入陷阱产生的根源、表征等构造出一个贝叶斯网络模型,通过世界各地的对应数据,按照极大似然法对模型的各个参数进行估计,从而得到中等收入陷阱的基本规律,并根据这一先验规律对中国的情况进行贝叶斯推理。研究结果发现,中国不会发生中等收入陷阱,其发生概率主要受到低端制造业转型的影响,同时产业在发展过程中要高度重视技术创新、发展公平性与体制机制改革。随着时间的推移,七大经济区域走出中等收入阶段向高收入迈进的顺序是东—中—西依次迈进,即华东地区向华中、华北、华南、东北地区再向西南、西北地区,区域之间存在相互传染、相互扩散。

【Abstract】 There is a great controversy about whether China has entered the middle-income trap. This paper constructs a Bayesian network model based on the origin and symptom of the middle-income trap. Through the corresponding data from all over the world,the parameters of the model are estimated according to the maximum likelihood method,and the basic law of the middle-income trap is obtained. According to this prior law,the situation of China is also discussed Bayesian reasoning. The results show that:( 1) There will be no middle-income trap in China,with a maximum probability of 48%,which is mainly affected by the transformation of low-end manufacturing industries,while the industry should attach great importance to technological innovation,development equity and institutional mechanism reform in the process of development;( 2) As time goes on,the order of the seven major economic regions moving out of the middle-income to high-income is as follows: East-middle-west is advancing in turn,that is to say,East China is moving towards central,north,South and northeast China,and then to southwest and northwest China,there is mutual contagion and diffusion between regions.

【基金】 国家社会科学基金项目“跨越‘中等收入陷阱’与我国产业结构调整、优化关联研究”(15BJL042)
  • 【文献出处】 哈尔滨商业大学学报(社会科学版) ,Journal of Harbin University of Commerce(Social Science Edition) , 编辑部邮箱 ,2020年02期
  • 【分类号】F124.7;F224
  • 【被引频次】1
  • 【下载频次】268
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