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Population aging and regional innovation levels: Based on the mediating effect of research and development inputs

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  • Guo, Wanran
  • Zhong, Daojun

Abstract

This study uses data from 31 provinces and cities in China from 2005 to 2022 to examine the relationship between population aging and regional innovation level, validating the mediating effect of research and development (R&D) investment in this relationship. This empirical study finds that population aging promotes regions to improve their innovation level. R&D investment plays an intermediary role and policy support plays a moderating role in the relationship between population aging and regional innovation level. The impact of population aging on different regional innovation levels is heterogeneous, and unemployment rate hurts regional innovation level.

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  • Guo, Wanran & Zhong, Daojun, 2025. "Population aging and regional innovation levels: Based on the mediating effect of research and development inputs," International Review of Financial Analysis, Elsevier, vol. 97(C).
  • Handle: RePEc:eee:finana:v:97:y:2025:i:c:s1057521924007312
    DOI: 10.1016/j.irfa.2024.103799
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    1. Rosario Scandurra & Ruggero Cefalo & Yuri Kazepov, 2021. "Drivers of Youth Labour Market Integration Across European Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 154(3), pages 835-856, April.
    2. Roberto Gallardo & Brian Whitacre & Indraneel Kumar & Sreedhar Upendram, 2021. "Broadband metrics and job productivity: a look at county-level data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(1), pages 161-184, February.
    3. Hao, Jing, 2023. "Retail investor attention and corporate innovation in the big data era," International Review of Financial Analysis, Elsevier, vol. 86(C).
    4. Kong, Qunxi & Peng, Dan & Ni, Yehui & Jiang, Xinyue & Wang, Ziqi, 2021. "Trade openness and economic growth quality of China: Empirical analysis using ARDL model," Finance Research Letters, Elsevier, vol. 38(C).
    5. Joanna Morawska-Jancelewicz, 2022. "The Role of Universities in Social Innovation Within Quadruple/Quintuple Helix Model: Practical Implications from Polish Experience," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 2230-2271, September.
    6. Riccardo Cappelli & Fabio Montobbio & Andrea Morrison, 2021. "Unemployment resistance across EU regions: the role of technological and human capital," Journal of Evolutionary Economics, Springer, vol. 31(1), pages 147-178, January.
    7. Zhang, Qiuyue & Que, Jiangjing & Qin, Xiuting, 2023. "Regional financial technology and shadow banking activities of non-financial firms: Evidence from China," Journal of Asian Economics, Elsevier, vol. 86(C).
    8. Yu, Mingzhe & Deng, Xin, 2021. "The Inheritance of Marketization Level and Regional Human Capital Accumulation: Evidence from China," Finance Research Letters, Elsevier, vol. 43(C).
    9. Mesfin Welderufael Berhe, 2021. "Empirical analysis of urban youth unemployment in Ethiopia," African Development Review, African Development Bank, vol. 33(1), pages 104-116, March.
    10. Xiong, Jiacai & Huang, Ling & Wang, Xin & Bai, Martin & Qin, Yafeng, 2024. "Local government fiscal stress and regional entrepreneurship: Evidence from a natural experiment in China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 177-193.
    11. Tosun, Onur Kemal & Eshraghi, Arman, 2022. "Corporate decisions in times of war: Evidence from the Russia-Ukraine conflict," Finance Research Letters, Elsevier, vol. 48(C).
    12. Valentino Marini Govigli & Sophie Alkhaled & Tor Arnesen & Carla Barlagne & Mari Bjerck & Catie Burlando & Mariana Melnykovych & Carmen Rodríguez Fernandez-Blanco & Patricia Sfeir & Elena Górriz-Mifsu, 2020. "Testing a Framework to Co-Construct Social Innovation Actions: Insights from Seven Marginalized Rural Areas," Sustainability, MDPI, vol. 12(4), pages 1-26, February.
    13. G. Martinidis & N. Komninos & E. Carayannis, 2022. "Taking into Account the Human Factor in Regional Innovation Systems and Policies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(2), pages 849-879, June.
    14. Sergi, Bruno S. & Harjoto, Maretno Agus & Rossi, Fabrizio & Lee, Robert, 2021. "Do stock markets love misery? Evidence from the COVID-19," Finance Research Letters, Elsevier, vol. 42(C).
    15. Samitas, Aristeidis & Kampouris, Elias & Polyzos, Stathis, 2022. "Covid-19 pandemic and spillover effects in stock markets: A financial network approach," International Review of Financial Analysis, Elsevier, vol. 80(C).
    16. Nataliia Letunovska & Rafis Abazov & Yang Chen, 2022. "Framing a Regional Spatial Development Perspective: The Relation between Health and Regional Performance," Virtual Economics, The London Academy of Science and Business, vol. 5(4), pages 87-99, December.
    17. Soogwan Doh, 2020. "Social Entrepreneurship and Regional Economic Development: The Case of Social Enterprise in South Korea," Sustainability, MDPI, vol. 12(21), pages 1-20, October.
    18. Dowling, Michael & Lucey, Brian, 2023. "ChatGPT for (Finance) research: The Bananarama Conjecture," Finance Research Letters, Elsevier, vol. 53(C).
    19. Ruggero Cefalo & Rosario Scandurra & Yuri Kazepov, 2020. "Youth Labor Market Integration in European Regions," Post-Print hal-03501028, HAL.
    20. Xing, Chao & Zhang, Yuming & Tripe, David, 2021. "Green credit policy and corporate access to bank loans in China: The role of environmental disclosure and green innovation," International Review of Financial Analysis, Elsevier, vol. 77(C).
    21. Ruggero Cefalo & Rosario Scandurra & Yuri Kazepov, 2020. "Youth Labor Market Integration in European Regions," Sustainability, MDPI, vol. 12(9), pages 1-18, May.
    22. Ke Yan & Min Zuo & Hao Zhang & Yuanyuan Gong & Jiaqi Fang & Daqing Gong, 2022. "Optimization of Tax Collection and Administration Efficiency in Less Developed Regions of Western China," Discrete Dynamics in Nature and Society, Hindawi, vol. 2022, pages 1-8, January.
    23. Chunlai Chen & Yan Wu, 2019. "Interregional Impact Of Foreign Direct Investment On China’S Inland Urbanization," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 64(04), pages 997-1017, September.
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