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An insight into the drag effect of water, land, and energy on economic growth across space and time: the application of improved Solow growth model

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Abstract

Economies that depend on natural resources can experience a resource drag effect when economic growth is limited by constraints on the availability of those resources. Therefore, this study uses panel data and the improved Solow growth model to explore the resource drag effect on China’s regional economic growth from 1987 to 2017 and makes innovative contributions to address these four gaps in the previous literature: the resources gap, the consistent measurement gap, the regional gap, and the temporal gap. The empirical results indicate that the resource drag effect reduced China’s overall annual economic growth by 0.58% during the study period, with reductions of 1.07%, 0.29%, 0.79%, and 0.46% in the Eastern, Western, Central, and Northeastern regions, respectively. In the meantime, the resources drag effect changed in individual regions and across regions. The results on energy drag are most notable. Policies such as “West-to-East Electricity Transmission” and “West-to-East Gas Transmission” promoted economic growth of the Eastern and Western Region, facilitating continued growth in both regions and attracted the return of labor to the Western region. The results indicate that the policies such as west-to-east energy transfer for helping to even out the economic growth conditions in different regions. Labor force mobility has also been important to alleviate resource dependence of agricultural production in Central regain, while other regions have managed to continually grow through improvements in inefficiency. Also, growth in some regions/provinces continues to depend upon increases in water, land, and energy availability and export. This will become increasingly problematic as the social prices of these inputs rise to account for environmental damage. Therefore, the government should adjust the industrial structure of each region to optimize use of resource endowments, alleviate dependence on natural resources, and achieve sustainable economic development.

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Data availability statement

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

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Funding

This research was funded by the National Soft Science Project of State Forestry and Grassland Administration (Grant No. 2019131039), The Key Special Funds of Ministry of Agriculture and Ministry of Finance (Grant No. CARS-07-F-1), The Key Project of Six Industrial Research Institutes of Northwest Agricultural and Forestry University (Grant No. Z221021601), and China Scholarship Council (202006300062).

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Authors and Affiliations

Authors

Contributions

Yao Zhang: Conceptualization, Methodology, Writing - original draft, Software, Writing - review & editing, Visualization. Wenxin Liu: Investigation, Editing, Formal analysis. Sufyan Ullah Khan: Data curation, Writing - review & editing, Formal analysis. Brent Swallow: Grammar, review. Chaohui Zhou: Data curation. Minjuan Zhao: Supervision and funding acquisition.

Corresponding author

Correspondence to Minjuan Zhao.

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This is an observational study. We confirmed that no ethical approval is required.

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The authors declare that they have no competing interests.

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Responsible Editor: Ilhan Ozturk

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Zhang, ., Liu, W., Khan, S.U. et al. An insight into the drag effect of water, land, and energy on economic growth across space and time: the application of improved Solow growth model. Environ Sci Pollut Res 29, 6886–6899 (2022). https://doi.org/10.1007/s11356-021-16053-0

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  • DOI: https://doi.org/10.1007/s11356-021-16053-0

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