Evidence map›Paper›PMID 34651276›Full record

ArticleEnvironmental science and pollution research international2022

The role of innovation investment and institutional quality on green total factor productivity: evidence from 46 countries along the "Belt and Road".

Wei Qiu, Jinwei Zhang, Haitao Wu, Muhammad Irfan, Munir Ahmad

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Article in Environmental science and pollution research international, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

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6citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Impact of Tree Cover Loss on Carbon Emission: A Learning-Based Analysis.Computational intelligence and neuroscience · 2023
    Article
  4. Article
  5. Can Global Value Chain Participation Drive Green Upgrade in China's Manufacturing Industry?International journal of environmental research and public health · 2022
    Article
  6. Article
4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Wei QiuPostdoctoral Research Station of Applied Economics, Fudan University, Shanghai, 200433, China.
Jinwei ZhangSchool of Marxism, Northwest A&F University, Yangling, Shaanxi, 712100, China.
Haitao WuSchool of Management and Economics, Beijing Institute of Technology, Beijing, 100081, China.
Muhammad IrfanSchool of Management and Economics, Beijing Institute of Technology, Beijing, 100081, China. irfansahar@bit.edu.cn.ORCID http://orcid.org/0000-0003-1446-583X
Munir AhmadSchool of Economics, Zhejiang University, Hangzhou, 310058, China. munirahmad@zju.edu.cn.

Funding

scientific research fund of xinjiang university of finance and economics 2020XYB003xinjiang natural science foundation 2021D01B28
6 · The paper itself

Abstract

Based on the panel data of 46 countries in "Belt and Road" (B&R) from 2004 to 2016, this paper studies the impact of innovation investment and institutional quality on green total factor productivity (GTFP). Firstly, the ICRG database, World Bank WDI database, Traditional Foundation database, and Wind database are matched to obtain the balanced panel data of 46 countries along the B&R from 2004 to 2016. Secondly, the Malmquist-Luenberger index, which can be included in the unexpected output, is used to calculate the GTFP of countries along B&R. Thirdly, the evaluation system of national institutional quality of B&R is constructed from three dimensions (political institutional quality, economic institutional quality, and legal institutional quality), and the overall system quality of different countries is measured by entropy method. Finally, an empirical study is made on the relationship among innovation investment, institutional quality, and green total factor productivity. The results show that innovation investment has significantly promoted the GTFP of the B&R countries. It is worth noting that there is a non-linear relationship between innovation investment and GTFP in the B&R countries. With the improvement of overall system quality, political system quality, economic system quality, and legal system quality, the promotion effect of innovation investment on GTFP is further enhanced. In addition, the heterogeneity regression results show that the impact of innovation investment on GTFP is significantly heterogeneous in different regions of the B&R countries. Specifically, innovation investment has the greatest impact on GTFP in South Asia, followed by East Asia and Pacific, Europe and Central Asia, Middle East, and North Africa.

Indexed as

Economic DevelopmentInvestmentsChinaEfficiencyEuropeMiddle EastGreen total factor productivityInnovative investmentInstitutional qualityThe Belt and Road initiative

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.