Growth, Poverty Trap and Escape

Indrani Bose
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Abstract

The well-known Solow growth model is the workhorse model of the theory of economic growth, which studies capital accumulation in a model economy as a function of time with capital stock, labour and technology efiiciency as the basic ingredients. The capital is assumed to be in the form of manufacturing equipments and materials. Two important parameters of the model are: the saving fraction $s$ of the output of a production function and the technology efficiency parameter $A$, appearing in the production function. The saved fraction of the output is fully invested in the generation of new capital and the rest is consumed. The capital stock also depreciates as a function of time due to the wearing out of old capital and the increase in the size of the labour population. We propose a stochastic Solow growth model assuming the saving fraction to be a sigmoidal function of the per capita capital $k_p$. We derive analytically the steady state probability distribution $P(k_p)$ and demonstrate the existence of a poverty trap, of central concern in development economics. In a parameter regime, $P(k_p)$ is bimodal with the twin peaks corresponding to states of poverty and well-being respectively. The associated potential landscape has two valleys with fluctuation-driven transitions between them. The mean exit times from the valleys are computed and one finds that the escape from a poverty trap is more favourable at higher values of $A$. We identify a critical value of $A_c$ below (above) which the state of poverty (well-being) dominates and propose two early signatures of the regime shift occurring at $A_c$. The economic model, with conceptual foundation in nonlinear dynamics and statistical mechanics, share universal features with dynamical models from diverse disciplines like ecology and cell biology.
增长、贫困陷阱和逃离
著名的索洛增长模型是经济增长理论的主力模型,它以资本存量、劳动力和技术效率为基本成分,研究模型经济中的资本积累作为时间的函数。资本假定为制造设备和材料的形式。该模型的两个重要参数是:生产函数产出的储蓄分数s和出现在生产函数中的技术效率参数a。产出的储蓄部分完全投资于新资本的产生,其余部分被消费。由于旧资本的消耗和劳动人口规模的增加,资本存量也作为时间的函数而贬值。我们提出了一个随机索洛增长模型,假设储蓄分数是人均资本$k_p$的s型函数。我们解析地推导出稳态概率分布$P(k_p)$,并证明了贫困陷阱的存在,这是发展经济学关注的中心问题。在参数状态下,$P(k_p)$是双峰的,双峰分别对应于贫困和幸福状态。相关的潜在景观有两个山谷,它们之间有波动驱动的过渡。计算了从山谷中退出的平均时间,人们发现,在较高的澳元价值下,摆脱贫困陷阱更有利。我们确定了一个临界值$A_c$,贫穷(幸福)的状态占主导地位,并提出了发生在$A_c$的政权转移的两个早期特征。经济模型以非线性动力学和统计力学为概念基础,与生态学和细胞生物学等不同学科的动态模型具有共同的特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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