The DOI matches its Crossref record; 56 of the 56 references it cites were found in a registry or an index.
The role of digitalization on green economic growth: Does industrial structure optimization and green innovation matter?
Abstract
The digital economy has demonstrated strong resilience and great potential, under the interwoven influence of the global pandemic and severe environmental concerns across the world. Therefore, there is a need to focus on the value of green economic growth in the digital economy. This paper constructs an evaluation index system and adopts the SEEA (System of Environmental and Economic Accounting) method to measure the digitalization level (Digi) and green economy growth level (GEG) of China. The internal mechanism and linear relationship between digitalization and green economy growth are examined based on the panel data from 2013 to 2019. Moreover, this study explores the spatial spillover effect. The major study findings are as follows: (1) Digitalization and green economy growth represent a steady growth trend, and the former as a whole significantly promotes the latter, with a marginal effect of 1.648. (2) The mechanism analysis indicates the intermediary effects' size of three crucial intermediaries: green technology innovation > advanced industrial structure > the rationalization of industrial structure. (3) Both the "local effect" (0.556; 0.574) and "neighboring effect" (1.382; 1.415) of digitalization on green economy growth are positive under the two weight matrices and display "simultaneous resonance" characteristics based on the spatial perspective. (4) There exists obvious regional spatial heterogeneity and resource endowment heterogeneity. Finally, this study put forward corresponding policy implications, such as construction of new digital infrastructures and guiding green-energy consumption.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.51.6.1173 · Cited by 91,532
Environmental Impacts of a North American Free Trade Agreement
Grossman, G., & Krueger, A. (1991) · National Bureau of Economic Research · doi:10.3386/w3914 · Cited by 7,595
Goldfarb, A., & Tucker, C. (2019) · Journal of Economic Literature · doi:10.1257/jel.20171452 · Cited by 2,744
Broadband Infrastructure and Economic Growth
Czernich, N., Falck, O., Kretschmer, T., & Woessmann, L. (2011) · The Economic Journal · doi:10.1111/j.1468-0297.2011.02420.x · Cited by 1,383
Green innovation in technology and innovation management – an exploratory literature review
Schiederig, T., Tietze, F., & Herstatt, C. (2012) · R&D Management · doi:10.1111/j.1467-9310.2011.00672.x · Cited by 1,159
Digitalization and energy consumption. Does ICT reduce energy demand?
Lange, S., Pohl, J., & Santarius, T. (2020) · Ecological Economics · doi:10.1016/j.ecolecon.2020.106760 · Cited by 1,132
Digitalization and energy: How does internet development affect China's energy consumption?
Ren, S., Hao, Y., Xu, L., Wu, H., & Ba, N. (2021) · Energy Economics · doi:10.1016/j.eneco.2021.105220 · Cited by 927
Self-citationWu, H., Hao, Y., & Ren, S. (2020) · Energy Economics · doi:10.1016/j.eneco.2020.104880 · Cited by 880
Self-citationMa, D., & Zhu, Q. (2022) · Journal of Business Research · doi:10.1016/j.jbusres.2022.03.041 · Cited by 853
Sepehri, A., Sarrafzadeh, M.-H., & Avateffazeli, M. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.119164 · Cited by 632
Cited by
Sui, B., & Yao, L. (2023) · Innovation and Green Development · doi:10.1016/j.igd.2022.100032 · Cited by 104
Sheik, A. G., Kumar, A., Patnaik, R., Kumari, S., & Bux, F. (2024) · Critical Reviews in Environmental Science and Technology · doi:10.1080/10643389.2023.2252313 · Cited by 47
Can artificial intelligence achieve carbon neutrality? Evidence from a quasi-natural experiment
Chen, S., Zhang, S., Zeng, Q., Ao, J., Chen, X., & Zhang, S. (2023) · Frontiers in Ecology and Evolution · doi:10.3389/fevo.2023.1151017 · Cited by 23
Al-Ayed, S. (2024) · Cogent Business & Management · doi:10.1080/23311975.2024.2393741 · Cited by 22
“…through intelligent solutions (al-ayed, 2024; al-ayed et al., 2023). in essence, digital innovation entails the adoption of advanced technologies aimed at enhancing workforce productivity and propelling the energy sector toward cleaner and greener production practices (hao et al., 2023).”
Metadata
- Authors
- Hao, X., Li, Y., Ren, S., Wu, H., & Hao, Y.
- Venue
- Journal of Environmental Management
- Publisher
- Elsevier BV
- Published
- 2023-01
- Volume
- 325
- Issue
- Pt A
- Pages
- 116504
- ISSN
- 0301-4797 (ISSN-L)
- OpenAlex
- W4306935877
- Cited by
- 734
- References
- 56
- FWCI
- 116.01
- Type
- journal article
- Language
- en
- Open access
- closed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: The role of digitalization on green economic growth: Does industrial structure optimization and green innovation matter? https://app.cochat.ai/papers/10.1016/j.jenvman.2022.116504
- The paper
- Hao, X., Li, Y., Ren, S., Wu, H., & Hao, Y. (2023). The role of digitalization on green economic growth: Does industrial structure optimization and green innovation matter? Journal of Environmental Management. https://doi.org/10.1016/j.jenvman.2022.116504
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.