2015Texas ScholarWorks (Texas Digital Library)Open access

Does trade cause inequality

Haoran Zhang

Open full text 0 citations

Abstract

The relationship between international trade and income distribution of countries becomes a hot topic in economics research. This paper use random forest method and stepwise regression method to complete variables selection work from a big panel data set with many economic variables. Analysis of an unbalanced panel of country level data reveals that the trade will reduce income inequality in most situations. The coefficients for trade variables are significant in both two types of models, i.e., with and without considering about country effects. But when we split data set into two groups, the coefficients are significant for developed countries but not significant for developing countries.

Open-access reader

About this research paper

What this paper is about

The relationship between international trade and income distribution of countries becomes a hot topic in economics research. This paper use random forest method and stepwise regression method to complete variables selection work from a big panel data set with many economic variables. Analysis of an unbalanced panel of country level data reveals that the trade will reduce income inequality in most situations. The coefficients for trade variables are significant in both two types of models, i.e., with and without considering about country effects. But when we split data set into two groups, the coefficients are significant for developed countries but not significant for developing countries.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

The relationship between international trade and income distribution of countries becomes a hot topic in economics research. This paper use random forest method and stepwise regression method to complete variables selection work from a big panel data set with many economic variables. Analysis of an unbalanced panel of country level data reveals that the trade will reduce income inequality in most situations. The coefficients for trade variables are significant in both two types of models, i.e., with and without considering about country effects. But when we split data set into two groups, the coefficients are significant for developed countries but not significant for developing countries.

Key concepts: Inequality, Economics, Mathematics, Mathematical analysis

Related papers

Back to paper searchBrowse research topicsOriginal source
Does trade cause inequality — Research Paper | ScholarLens