Can Public Data Opening Improve Green Total Factor Productivity?—A Quasi‐Natural Experiment Based on the Opening of Chinese Government Public Data Platforms

ABSTRACT The opening of public data is a necessary condition for the high‐quality development of the digital economy and an important driver for improving green total factor productivity (GTFP) and achieving green and low‐carbon economic development. This paper uses the establishment of public data open platforms in Chinese cities as a quasi‐natural experiment and conducts an empirical analysis using panel data from 280 cities from 2006 to 2021, employing a multi‐period difference‐in‐differences model to examine whether public data openness can improve GTFP. The study finds that public data openness significantly enhances GTFP, and this conclusion is robust to a battery of robustness tests. Heterogeneity analysis indicates that pilot policies have a stronger effect on improving GTFP in cities with non‐resource‐based economies, high levels of digital economy development, and strong innovation and entrepreneurship capabilities. Mechanism analysis indicates that public data openness can improve GTFP by promoting urban green technology innovation and optimizing the energy consumption structure. The research conclusions are of great significance for relevant departments in formulating public data policies and energy utilization strategies.

Authors

Institutions

Publication Details

Journal
Manchester School
Published
2025-10-29
DOI
https://doi.org/10.1111/manc.70012
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Can Public Data Opening Improve Green Total Factor Productivity?—A Quasi‐Natural Experiment Based on the Opening of Chinese Government Public Data Platforms

Yiqing Lv, Hongsen Wang
Manchester School
Energy, Environment, Economic Growth
article

Can Public Data Opening Improve Green Total Factor Productivity?—A Quasi‐Natural Experiment Based on the Opening of Chinese Government Public Data Platforms

Yiqing Lv, Hongsen Wang
article en

Abstract

ABSTRACT The opening of public data is a necessary condition for the high‐quality development of the digital economy and an important driver for improving green total factor productivity (GTFP) and achieving green and low‐carbon economic development. This paper uses the establishment of public data open platforms in Chinese cities as a quasi‐natural experiment and conducts an empirical analysis using panel data from 280 cities from 2006 to 2021, employing a multi‐period difference‐in‐differences model to examine whether public data openness can improve GTFP. The study finds that public data openness significantly enhances GTFP, and this conclusion is robust to a battery of robustness tests. Heterogeneity analysis indicates that pilot policies have a stronger effect on improving GTFP in cities with non‐resource‐based economies, high levels of digital economy development, and strong innovation and entrepreneurship capabilities. Mechanism analysis indicates that public data openness can improve GTFP by promoting urban green technology innovation and optimizing the energy consumption structure. The research conclusions are of great significance for relevant departments in formulating public data policies and energy utilization strategies.

Manchester SchoolVol. 94(2)
Hainan University (CN), Sichuan University (CN), Northeastern University (CN)
Openalex Percentile: Top 60%
Energy, Environment, Economic Growth
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Can Public Data Opening Improve Green Total Factor Productivity?—A Quasi‐Natural Experiment Based on the Opening of Chinese Government Public Data Platforms — Yiqing Lv, Hongsen Wang · Manchester School (2025) | TGRS Research Map | TGRS