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Did the main functional area planning promote green development in China?

Author

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  • Ma, Zihao
  • Zhang, Pingdan

Abstract

Issued in 2011, MFAP was China's first national plan to exploit its territorial space and support its transition to sustainable development, yet whether MFAP has actually translated into green development remains uncertain. To address that, we collected data for 270 cities in China and investigated MFAP's impact on their green technological progress and air pollutant emissions, by using a difference-in-difference (DID) analysis. Our results showed that MFAP was able to enhance regional green technological progress in Optimized development zones (ODZ), but not so in Key development zones (KDZ). Besides, investment in science and technology in addition to a changed land use pattern are two mechanisms by which MFAP could promote green technological progress. However, our results also revealed that, unlike for SO2, MFAP did little to reduce the emissions of other common air pollutants, namely PM2.5 and O3, especially in KDZ. Our findings suggest China's government should pay more attention to green economic development in KDZ and other potential problems there (e.g., life quality and welfare of rural residents and migrant workers) when pursuing its ambitious green transformation. In particular, policymakers should prioritize economic incentives in KDZ (e.g., more funding to spur innovation and tax relief for green industries) and integrate MFAP with stricter pollution controls to pursue holistic green development. The theoretical contributions of this study lie in first drawing an analogy with green policy instruments to show that spatial planning can also contribute to green technological progress and pollution control, and then in further analyzing the underlying mechanisms in terms of scale, composition, and technique effects. Its practical contributions lie in demonstrating the limitations of MFAP for mitigating air pollution in China, thus underscoring the need for crafting region-specific policies.

Suggested Citation

  • Ma, Zihao & Zhang, Pingdan, 2025. "Did the main functional area planning promote green development in China?," Technological Forecasting and Social Change, Elsevier, vol. 220(C).
  • Handle: RePEc:eee:tefoso:v:220:y:2025:i:c:s0040162525003440
    DOI: 10.1016/j.techfore.2025.124313
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    as
    1. Di Wang & Zhiyuan Zhang & Ruyi Shi, 2022. "Fiscal Decentralization, Green Technology Innovation, and Regional Air Pollution in China: An Investigation from the Perspective of Intergovernmental Competition," IJERPH, MDPI, vol. 19(14), pages 1-18, July.
    2. Lv, Chengchao & Shao, Changhua & Lee, Chien-Chiang, 2021. "Green technology innovation and financial development: Do environmental regulation and innovation output matter?," Energy Economics, Elsevier, vol. 98(C).
    3. Marius Ley & Tobias Stucki & Martin Woerter, 2016. "The Impact of Energy Prices on Green Innovation," The Energy Journal, , vol. 37(1), pages 41-76, January.
    4. Qingyun Du & Yanxia Wang & Fu Ren & Zhiyuan Zhao & Hongqiang Liu & Chao Wu & Langjiao Li & Yiran Shen, 2014. "Measuring and Analysis of Urban Competitiveness of Chinese Provincial Capitals in 2010 under the Constraints of Major Function-Oriented Zoning Utilizing Spatial Analysis," Sustainability, MDPI, vol. 6(6), pages 1-26, May.
    5. Dainee M. Gibson & John E. Quinn, 2017. "Application of Anthromes to Frame Scenario Planning for Landscape-Scale Conservation Decision Making," Land, MDPI, vol. 6(2), pages 1-17, May.
    6. Goode, Charles Edward, 2023. "TOD in regional urban growth boundaries (UGBs): A case of transit adjacent development or a strategic housing solution?," Journal of Transport Geography, Elsevier, vol. 113(C).
    7. Feng, Wei & Li, Jiajia, 2021. "International technology spillovers and innovation quality: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 289-308.
    8. Yu, Liangliang & Cai, Yinying, 2021. "Do rising housing prices restrict urban innovation vitality? Evidence from 288 cities in China," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 276-288.
    9. Joseph E. Aldy & Maximilian Auffhammer & Maureen Cropper & Arthur Fraas & Richard Morgenstern, 2022. "Looking Back at 50 Years of the Clean Air Act," Journal of Economic Literature, American Economic Association, vol. 60(1), pages 179-232, March.
    10. Chen, Zhongfei & Zhang, Xiao & Chen, Fanglin, 2021. "Do carbon emission trading schemes stimulate green innovation in enterprises? Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    11. Campbell, Jason & Levkoff, Steven, 2025. "Assessing the productivity and abatement effects of the 1990 Clean Air Act Amendment," Research Policy, Elsevier, vol. 54(1).
    12. Fang, Debin & Yu, Bolin, 2021. "Driving mechanism and decoupling effect of PM2.5 emissions: Empirical evidence from China’s industrial sector," Energy Policy, Elsevier, vol. 149(C).
    13. Laurent Gobillon & Thierry Magnac, 2016. "Regional Policy Evaluation: Interactive Fixed Effects and Synthetic Controls," The Review of Economics and Statistics, MIT Press, vol. 98(3), pages 535-551, July.
    14. Tian, Yanping & Song, Wenjing & Liu, Min, 2021. "Assessment of how environmental policy affects urban innovation: Evidence from China’s low-carbon pilot cities program," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 41-56.
    15. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    16. repec:aen:journl:ej37-1-stucki is not listed on IDEAS
    17. Knowles, Richard D., 2021. "The mismatch between strategic planning and sustainable transport: The case of Greater Manchester’s Spatial Framework 2019," Journal of Transport Geography, Elsevier, vol. 92(C).
    18. Boeing, Philipp & Mueller, Elisabeth & Sandner, Philipp, 2016. "China's R&D explosion—Analyzing productivity effects across ownership types and over time," Research Policy, Elsevier, vol. 45(1), pages 159-176.
    19. Haijie Wang & Yong Geng & Jingxue Zhang & Xiqiang Xia & Yanchao Feng, 2021. "Ecological Civilization Demonstration Zone, Air Pollution Reduction, and Political Promotion Tournament in China: Empirical Evidence from a Quasi-Natural Experiment," IJERPH, MDPI, vol. 18(22), pages 1-12, November.
    20. Pietzcker, Robert C. & Osorio, Sebastian & Rodrigues, Renato, 2021. "Tightening EU ETS targets in line with the European Green Deal: Impacts on the decarbonization of the EU power sector," Applied Energy, Elsevier, vol. 293(C).
    21. Ouyang, Xiaoling & Li, Qiong & Du, Kerui, 2020. "How does environmental regulation promote technological innovations in the industrial sector? Evidence from Chinese provincial panel data," Energy Policy, Elsevier, vol. 139(C).
    22. Hottenrott, Hanna & Lawson, Cornelia, 2017. "Fishing for complementarities: Research grants and research productivity," International Journal of Industrial Organization, Elsevier, vol. 51(C), pages 1-38.
    23. Chen, Chen & Zhang, Tian & Chen, Haitao & Qi, Xiulin, 2024. "Regional financial reform and corporate green innovation–Evidence based on the establishment of China National Financial Comprehensive Reform Pilot Zones," Finance Research Letters, Elsevier, vol. 60(C).
    24. Yuting Lu & Penghai Wu & Kaijian Xu, 2022. "Multi-Time Scale Analysis of Urbanization in Urban Thermal Environment in Major Function-Oriented Zones at Landsat-Scale: A Case Study of Hefei City, China," Land, MDPI, vol. 11(5), pages 1-19, May.
    25. Adam B. Jaffe & Karen Palmer, 1997. "Environmental Regulation And Innovation: A Panel Data Study," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 610-619, November.
    26. Qi, Xiulin & Wu, Zhifang & Xu, Jinqing & Shan, Biaoan, 2023. "Environmental justice and green innovation: A quasi-natural experiment based on the establishment of environmental courts in China," Ecological Economics, Elsevier, vol. 205(C).
    27. Kirby, Matthew G. & Scott, Alister J., 2023. "Multifunctional Green Belts: A planning policy assessment of Green Belts wider functions in England," Land Use Policy, Elsevier, vol. 132(C).
    28. Sara Macdonald & Jochen Monstadt & Abigail Friendly, 2021. "Rethinking the governance and planning of a new generation of greenbelts," Regional Studies, Taylor & Francis Journals, vol. 55(5), pages 804-817, May.
    29. Chava, Sudheer & Oettl, Alexander & Subramanian, Ajay & Subramanian, Krishnamurthy V., 2013. "Banking deregulation and innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 759-774.
    30. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    31. Pietzcker, Robert & Osorio, Sebastian & Rodrigues, Renato, 2021. "Tightening EU ETS targets in line with the European Green Deal: Impacts on the decarbonization of the EU power sector," EconStor Preprints 222579, ZBW - Leibniz Information Centre for Economics, revised 2021.
    32. El-Kassar, Abdul-Nasser & Singh, Sanjay Kumar, 2019. "Green innovation and organizational performance: The influence of big data and the moderating role of management commitment and HR practices," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 483-498.
    33. Panarello, Demetrio & Gatto, Andrea, 2023. "Decarbonising Europe – EU citizens’ perception of renewable energy transition amidst the European Green Deal," Energy Policy, Elsevier, vol. 172(C).
    34. Ming Wei & Wen Chen & Yi Wang, 2024. "Assessment of the Implementation Effects of Main Functional Area Planning in the Yangtze River Economic Belt," Land, MDPI, vol. 13(7), pages 1-17, June.
    35. Pascual Berrone & Andrea Fosfuri & Liliana Gelabert & Luis R. Gomez‐Mejia, 2013. "Necessity as the mother of ‘green’ inventions: Institutional pressures and environmental innovations," Strategic Management Journal, Wiley Blackwell, vol. 34(8), pages 891-909, August.
    36. Yingyuan Guo & Xingneng Xia & Sheng Zhang & Danping Zhang, 2018. "Environmental Regulation, Government R&D Funding and Green Technology Innovation: Evidence from China Provincial Data," Sustainability, MDPI, vol. 10(4), pages 1-21, March.
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