2020Journal of Finance ResearchOpen access

Research on the Impact of Financial Development on TFP——DEA-Malmquist Index and Hansen Threshold Model Based on Panel Data of Shandong Province, China

Fushuai Wang, Xi Ruichao, Wenxia Cai

Open full text 6 citations

Abstract

Shandong’s TFP growth is higher than Chinese average, but the growth rate has slowed in recent years, appearing the phenomenon that the growth momentum of Shandong’s TFP is insufficient. Using DEA-Malmquist Index to measure Shandong’s TFP growth rate, empirical research from the perspective of financial development finds that financial scale, efficiency of financial institutions, fiscal intervention, and scale of foreign capital utilization have significant nonlinear effects on the growth of TFP. Furtherly, through threshold analysis, the efficiency of financial institutions has a significant threshold effect on TFP growth. Financial scale and fiscal intervention are the main core variables that affect the growth of TFP under the threshold effect, and they have the same effect direction on TFP before and after the threshold value. However, the effect intensity of these two core variables on TFP is different.

Open-access reader

About this research paper

What this paper is about

Shandong’s TFP growth is higher than Chinese average, but the growth rate has slowed in recent years, appearing the phenomenon that the growth momentum of Shandong’s TFP is insufficient. Using DEA-Malmquist Index to measure Shandong’s TFP growth rate, empirical research from the perspective of financial development finds that financial scale, efficiency of financial institutions, fiscal intervention, and scale of foreign capital utilization have significant nonlinear effects on the growth of TFP. Furtherly, through threshold analysis, the efficiency of financial institutions has a significant threshold effect on TFP growth. Financial scale and fiscal intervention are the main core variables that affect the growth of TFP under the threshold effect, and they have the same effect direction on TFP before and after the threshold value. However, the effect intensity of these two core variables on TFP is different.

Why it matters

OpenAlex reports 6 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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

Shandong’s TFP growth is higher than Chinese average, but the growth rate has slowed in recent years, appearing the phenomenon that the growth momentum of Shandong’s TFP is insufficient. Using DEA-Malmquist Index to measure Shandong’s TFP growth rate, empirical research from the perspective of financial development finds that financial scale, efficiency of financial institutions, fiscal intervention, and scale of foreign capital utilization have significant nonlinear effects on the growth of TFP. Furtherly, through threshold analysis, the efficiency of financial institutions has a significant threshold effect on TFP growth. Financial scale and fiscal intervention are the main core variables that affect the growth of TFP under the threshold effect, and they have the same effect direction on TFP before and after the threshold value. However, the effect intensity of these two core variables on TFP is different.

Key concepts: Total factor productivity, Economics, Malmquist index, Panel data, Index (typography), Econometrics, China, Macroeconomics

Related papers

Back to paper searchBrowse research topicsOriginal source
Research on the Impact of Financial Development on TFP——DEA-Malmquist Index and Hansen Threshold Model Based on Panel Data of Shandong Province, China — Research Paper | ScholarLens