Using the Dagum model to explain changes in personal income distribution

This article studies the evolution of personal income distribution in Spain from 1995 to 2005 using the Dagum model. Dagum's three parameter model (type I) provides a good fitting to empirical income distributions in Spain. Moreover, its parameters can be interpreted as economic indicators of income distribution changes. After studying the economic interpretation of the Dagum model parameters, we analyse the impact of parameter changes on different income percentiles and also on the evolution of inequality in Spain using data from the European Community Household Panel (ECHP) and the European Union Statistics on Income and Living Conditions (EU-SILC).     

Income inequality in China: causes and policy responses

The phenomenal economic growth in China has been accompanied by a rapid increase in income inequality. This paper reviews the historical trends and patterns of income inequality in China, discusses the potential causes underlying rising income inequality, and applies the functional distribution of income approach in understanding China’s income inequality. This analytical approach highlights how rising return to capital relative to wage incomes can be an important source for increasing income inequality in China. The paper provides the evidence which shows that the rapid economic growth in China has been relying on a model that pays high returns to various kinds of capital including financial capital and real estate, while the ownership of capital is very unequal. This finding prompts us to rethink about the causes of China’s income inequality and to formulate appropriate policies based on the new way of understanding this pressing issue of income distribution in China.     

人力资本积累、收入分布演化与经济增长

本文建立了一个同时含有物质资本、人力资本积累及收入分布演化的内生增长模型,来研究人力资本积累、收入分布演化与经济增长的相互作用.我们发现,更高的初始收入差异将通过直接降低人力资本增长率与间接提高下一期的物质资本与人力资本比这两个渠道对经济增长率产生负面影响.另一方面,降低收入差异能获得更高的人力资本与经济增长率,这将使得低收入国家有可能追赶上高收入国家.     

Does income inequality hinder economic growth? New evidence using Australian taxation statistics

Using taxation statistics, we first derive consistently defined Gini coefficients for the period 1942–2013 for Australia as a whole as well as its eight states and territories. While income inequality exhibited a downward trend until 1979, it has since been on the rise not only over time, but also across states and territories. We then proceed to examine the effect of inequality on economic growth after controlling for changes arising from investment in physical and human capital using available panel data across all states and territories (1986–2013). We find that inequality adversely affects economic growth with a couple of years delay, an outcome consistent with similar studies undertaken in the United States and Europe. Our findings suggest that policymakers can address rising income inequality by implementing measures that support, and enhance, human capital accumulation given its long-run economic and social benefits.     

The Dilemmas of Technology: A Review Article

During the 1990s, all of the European transition economies (TE) experienced a major recession and suffered from the explosion of income inequality. However, distribution of income between labor and capital differed greatly from one group of post-communist countries to another. The paper discusses and analyzes linkages between models of capitalism that emerged in former communist countries in the 1990s and the outcome of capitalist transition for labor in terms of income distribution and inequality. It is based on the estimates of the Marxian rate of exploitation and other indicators of labor income performance during the reform period.     

收入不平等对经济增长影响的实证研究

采用联立方程分析方法,实证分析了收入不平等对经济增长影响的三种机制,探讨了收入不平等如何通过影响物质资本投资、人力资本投资和居民消费来作用于经济增长。结果表明,从长期看收入不平等的扩大会刺激物质资本投资,但不利于人力资本投资和居民消费增长,收入不平等对经济增长的长期影响为负。因此,从经济发展的角度政府不应容忍收入不平等的过分扩大。     

要素生产率和要素配置作用下的中国城乡收入差距

根据城乡生产函数差异的特征事实构建了城乡收入差距模型,利用我国各省1997—2009年数据研究城乡劳动力比、固定资产比、人力资本比、农业中间品投入、工业化和第三产业规模对城乡收入差距的影响。结果显示,我国城乡要素生产率与城乡要素配置的差异对城乡收入差距具有决定性作用;城乡劳动力比的增长明显有助于缩小城乡收入差距,而城乡人力资本比、固定资本投入比、农业成本、以及相邻地区间的相关性都导致了城乡收入差距的扩大。缩小城乡差距的重要途径是加快农村劳动力的城市化、增加农村教育投入、提高农业生产率、增加农村的物质资本投入,各省缩小城乡收入差距的努力对邻近省份也会产生积极影响。     

Spain is different: Falling trends of inequality

In this article we characterize the evolution of inequality in hourly wages, hours of work, labor earnings, household disposable income and household consumption for Spain between 1985 and 2000. We look at both the Encuesta Continua de Presupuestos Familiares and the European Household Community Panel. Our analysis shows that inequality in individual net labor earnings and household net disposable income has decreased substantially. The decreases in the tertiary education premium and in the unemployment rate have been key ingredients to understand this falling trend. Public transfers have played a crucial role in smoothing out the inequality arising in the labor market, but instead the Spanish family does not seem to have been an important insurance mechanism. Regarding household consumption, inequality has fallen much less than inequality in household net disposable income, with the decrease mostly concentrated in the second half of the eighties. This suggests that the reduction in income inequality has affected the sources of permanent differences between households only during the second half of the eighties. Our estimates of the earnings process for the period are consistent with this view.     

On the impact of innovation and inequality in economic growth

We present robust results on the empirical relationship among income inequality, innovation, and economic growth for a panel dataset of 74 countries over the period 1996–2014. We estimate pairwise causality tests to show that there is bidirectional causality between GDP per capita and R&D, while R&D causes the Gini index of income inequality, and it causes human capital. Allowing coefficients to be different across cross-sections of countries, we get in any case a pairwise bi-directionality. By dynamic panel data estimations, when regressing R&D on GDP per capita, we obtain a threshold value of 0.16% of R&D such that for values above it there is economic growth. While regressing R&D on the Gini index, we get a threshold of 0.10% of R&D above which, the income distribution begins to improve. Finally, we estimate a growth equation that depends on R&D, income inequality, and physical capital. We obtain two thresholds, one of 38.79 for the Gini (above which the economic growth decreases), and one of 0.06% for R&D such that above it, economic growth is rising.     

INCOME INEQUALITY AND POLITICAL POLARIZATION AND FRACTURALIZATION:AN EMPIRICAL INVESTIGATION OF SOME EUROPEAN COUNTRIES

This paper investigates the relationship between economic inequality and the distribution of votes among political parties, namely political polarization and fracturalization. Economic inequality is captured by the Gini index, whereas new measures of political polarization and fracturalization are offered. This is the first paper to calculate political polarization and fracturalization indices by a methodology previously used for ethnic, religious and linguistic polarization and fracturalization. Empirical analysis uses data for 17 European countries and for three decades, 1980s, 1990s and 2000s. It is shown that increased income inequality increases political party polarization and reduces fracturalization and that political party polarization decreases with increased GDP per capita.     

Functional components of public expenditure,fiscal consolidations,and economic activity

This paper analyses how the functional components of public expenditure and spending‐driven consolidations affect the economic growth, unemployment, and income inequality. A dynamic panel data least squares dummy variable estimator estimator is employed over a sample of 15 European Union countries during the period 1990–2012. The empirical results show that real GDP growth decreases when fiscal austerity measures are implemented, especially if they are spending‐driven. Cuts in public expenditure undermine economic growth, namely if they slash spending on public order, recreation, and education. Spending cuts on education, in particular, affect the investment in human capital, harming not only growth but also economic, social, and human development. The unemployment rate also proved to be significantly boosted when austerity measures restrict spending on education, whereas income inequality rises when social protection expenditures are cut.     

Human capital and income inequality in India: is there a non-linear and asymmetric relationship?

The article attempts to provide empirical evidence on the relationship between human capital and income inequality in India in a non-linear and asymmetric framework. To capture both long-run and short-run asymmetries, we have employed the non-linear autoregressive distributed lag approach using the relevant data from 1970 to 2016. Findings of the article suggest that education expansion acts as a major factor in reducing prevailing high income inequality, that is an increase in average years of schooling results in more equal distribution of income. In contrast, high economic growth, inflation and trade openness create unequal distribution of income. The asymmetric causality test results indicate that there is unidirectional causality running from female human capital, economic growth and inflation to income inequality. From a policy perspective, we suggest that education expansion should be used as a powerful tool to mitigate income inequality by emphasizing the quality of education. At the same time, policies geared towards social benefits, inclusive education, training for unskilled workers and price stability should be encouraged to attain fair income distribution in India.     

收入不平等与经济增长：移动的库兹涅茨曲线*——新时期收入分配改革的思路与意义

准确判断收入不平等对经济增长的影响，对于客观评价中国各个阶段的收入分配制度改革尤为重要。本文在统一增长理论的框架下引入收入不平等因素，构建了一个人口数量、不平等和经济增长同时内生的理论模型，并利用CGSS数据构造收入不平等指标，使用中国省际非平衡面板数据进行经验检验。研究发现：收入不平等与经济增长之间呈现倒U型关系。更重要的是，随着经济发展水平的提高，倒U型曲线将逐渐向左移动，即最优的收入不平等程度随着经济发展水平的提高而逐渐降低。这一发现意味着改革开放以来，中国各个时期的收入分配制度改革均是在特定历史条件下的最优选择。本文的结论具有深刻的政策含义：为了提高经济增长率，需要进一步巩固“脱贫攻坚”成果，逐渐加大收入分配调节力度，使收入分配制度改革紧跟经济发展的步伐，根据经济发展水平不断缩小收入不平等程度。     

人工智能的财富分配效应研究

人工智能对经济不平等的影响引起学术界的广泛重视,但是现有研究以分析其对劳动收入不平等的影响为主,关于人工智能对财富分配从而对财产性收入不平等影响的相关研究尚有欠缺。本文通过构建一个连续时间异质性个体动态一般均衡模型,将人工智能对生产技术的影响看作一揽子偏向性技术进步,研究人工智能技术对财富分配的影响。分析发现,人工智能对财富不平等的影响在短期和长期表现有所不同,短期中人工智能技术的应用会提高经济中财富分配不平等程度,而长期中其财富分配效应则取决于人工智能对不同类型技术进步的促进程度。核心机制在于,人工智能技术进步的多样性在短期和长期中对资本回报率产生不同影响,短期中各类技术进步总是会提高资本回报率,而在长期,不同类型的技术进步对资本回报率的影响出现差异。基于以上结论,本文就我国如何在应用人工智能促进增长的同时预防不平等程度扩大提出了政策建议。     

财政分权对中国收入差距的影响——基于居民收入基尼系数的实证分析

文章在财政分权理论的框架下,利用21个省市区1995～2004年间的面板数据,实证检验了财政分权对中国收入不平等的影响。结果发现：财政分权对中国居民收入差距的整体扩大起到推动作用,但对西部地区的整体和农村的收入差距具有抑制作用;经济发展水平、人口浓度、人力资本和城市化等控制变量对收入差距也有不同的影响。     

PUBLIC CAPITAL, PRODUCTIVE EFFICIENCY AND CONVERGENCE IN THE SPANISH REGIONS (1964–93)

This paper analyses the behaviour of productive efficiency in the Spanish regions for the period 1964–93. From a growth accounting approach, it describes the regional evolution of total factor productivity (TFP'), based on a private inputs production function. A stricter measure of efficiency is then quantified, which is not equivalent to Solow's residual, since public capital is included in the production function and constant returns to scale are not imposed. Finally, on the basis of the measures of total factor productivity and efficiency, the study discusses the existence of technological convergence among Spanish regions and the role played in it by public capital. The renewed interest in the analysis of the process of growth reflected in economic literature in recent years has also occurred in the case of the Spanish economy, with some peculiarities which are worth mentioning. In the 1980s, two important institutional changes took place: a profound political and administrative decentralization, the regions now being autonomous in many decisions on public expenditure, and the incorporation of Spain into the European Community, which as it is well known has a powerful regional policy. Both changes have meant that the analysis of regional economies, and especially their growth paths, have received much more attention from politicians and economists, and even from the population in general. In particular, intense discussion has taken place regarding the effects of development policies and on criteria for geographical distribution of infrastructures. In both cases, much attention has been paid to discussing their capacity to contribute to convergence among the different regions. As a consequence of this greater interest in the analysis of growth from a regional perspective, efforts have also been made to improve the relevant statistical information. In particular, statistical series have been drawn up for investment and accumulated capital stock in each region, both private and public.' This information, only recently available and the first of its kind, as far as we know, in the European regions, substantially broadens the possibilities of research into the Spanish case in this field, where before not even the simplest exercises in growth accounting could be attempted. Further-more, since the series now available allow the time dimension of growth analysis to be combined with the regional dimension, it is possible to work with a panel of data and apply the corresponding techniques. This article analyses the growth of the Spanish economy over the period 1964–93, during which it can be observed that the per capita income levels of the Spanish regions converged. The objective of the study is to evaluate this process of convergence in income from the perspective of the productive efficiency of the regions, in three different ways. First, Section I considers the importance of the contributions of the private factors of production and of improvements in total factor productivity to the growth of output. Secondly, section II studies the existing relationship between the standard measure of efficiency (Solow's residual or TFP') and a stricter measure when the endowments of public capital are considered. Section III analyses whether or not the convergence in per capita income     

Genetic distance,economic growth and top income shares: Evidence from OECD countries

The relationship between economic growth and income inequality remains a puzzle in the literature. The main problem has been finding a way to account for the endogeneity of growth. Using century-long data of 14 OECD countries, this study disentangles the growth–inequality relationship. In doing so, our main contribution is employing genetic and geographical distances as instruments for economic growth. The instruments are constructed on the premise that the growth of one country spills over to the others if they are connected through trade and other forms of exchange; however, the genetic and geographical distances between countries represent barriers to such spillovers. Using alternative specifications and measures, we find that growth reduces the inequality measured by top income shares. As capital share increases in the growth process and capital substitutes labour, inequality-reducing strength of growth declines. Another important finding is that the effect of growth on top income shares is more significant among the highest income groups.     

The Distribution of Human Capital and Economic Growth

This paper analyzes the interaction between the distributionof human capital, technological progress, and economic growth.It argues that the composition of human capital is an importantfactor in the determination of the pattern of economic development.The study demonstrates that the evolutionary pattern of the humancapital distribution, the income distribution, and economic growthare determined simultaneously by the interplay between a local home environment externality and a global technologicalexternality. In early stages of development the local home environmentexternality is the dominating factor and hence the distributionof income becomes polarized; whereas in mature stages of developmentthe global technological externality dominates and the distributionof income ultimately contracts. Polarization, in early stagesof development may be a necessary ingredient for future economicgrowth. An economy that prematurely implements a policy designedto enhance equality may be trapped at a low stage of development.An underdeveloped economy, which values equality as well as prosperity,may confront a trade-off between equality in the short-run followedby equality and stagnation in the long-run, and inequality inthe short-run followed by equality and prosperity in the longrun.     

我国城镇居民收入分配差距的实证研究

笔者首先计算了几种度量收入分配差距的指标,从不同角度的分析得到了我国城镇居民收入分配差距不断扩大的结论;其次估计了我国城镇居民的基尼系数.通过计量经济模型,检验了高、中、低各阶层可支配收入与收入分配差距之间的关系,得出结论:增加中低收入阶层的可支配收入,遏制高收入阶层可支配收入,可以减小基尼系数,从而降低收入分配差距;进一步通过模型发现,我国发达地区的经济发展和收入分配差距呈现出倒U型规律,说明经济发展达到一定水平,收入分配差距有望缩小.     

收入、收入不均与健康:城乡差异和职业地位的影响

本文使用来自中国9个省的微观面板数据,检验了居民自评健康与家庭人均收入和社区内收入不均之间的相关关系。考虑到中国城乡分割的二元经济社会特征,本文将农村样本和城镇样本分开处理;考虑到中国的社会分层结构,计量方程中引入了代表职业地位的变量及其与收入和收入不均的交互项。在实证结果的基础上,本文讨论了收入、收入不均与健康关系的作用机制。主要结论是:收入与健康的关系、收入不均与健康的关系都存在城乡差异和职业差异,这说明在收入、收入不均与健康的关系中,社会经济地位的影响十分重要。要解决健康不平等问题,关键在于加强对社会经济地位较低者,主要是农村居民和生活在城镇的农民的医疗保障,同时要设法改善农村的基础设施和社会资本,并逐步取消各种造成城乡分割的制度。