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Application of threshold regression analysis to study the impact of regional technological innovation level on sustainable development

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  • Yi, Su
  • Xiao-li, An

Abstract

This paper applies a panel threshold regression model to explore the impact of the regional technological innovation level on regional sustainable development using the regional economic development level as the threshold variable and panel data from 31 Chinese provinces from 2009 to 2015. The empirical research results show a significant double threshold effect of the regional technological innovation level on regional sustainable development. Positive interrelationships are observed between the regional technological innovation level and regional sustainable development when the regional economic development level does not exceed 0.301. The regional technological innovation level plays a significant role in promoting regional sustainable development when the former is between 0.301 and 0.438, but regional innovation otherwise has a minimal promotional effect. This research enriches the scholarship on regional innovation and lays a theoretical foundation that governments can use in policy development.

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  • Yi, Su & Xiao-li, An, 2018. "Application of threshold regression analysis to study the impact of regional technological innovation level on sustainable development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 89(C), pages 27-32.
  • Handle: RePEc:eee:rensus:v:89:y:2018:i:c:p:27-32
    DOI: 10.1016/j.rser.2018.03.005
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    1. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    2. Gaigalis, Vygandas & Markevicius, Antanas & Skema, Romualdas & Savickas, Juozas, 2015. "Sustainable energy strategy of Lithuanian Ignalina Nuclear Power Plant region for 2012–2035 as a chance for regional development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 1680-1696.
    3. Deng, Yanfei & Xu, Jiuping & Liu, Ying & Mancl, Karen, 2014. "Biogas as a sustainable energy source in China: Regional development strategy application and decision making," Renewable and Sustainable Energy Reviews, Elsevier, vol. 35(C), pages 294-303.
    4. Cosmi, Carmelina & Dvarionenė, Jolanta & Marques, Isabel & Di Leo, Senatro & Gecevičius, Giedrius & Gurauskienė, Inga & Mendes, Gisela & Selada, Catarina, 2015. "A holistic approach to sustainable energy development at regional level: The RENERGY self-assessment methodology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 693-707.
    5. Liu, Xuehua & Liu, Lin & Peng, Yu, 2017. "Ecological zoning for regional sustainable development using an integrated modeling approach in the Bohai Rim, China," Ecological Modelling, Elsevier, vol. 353(C), pages 158-166.
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