IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v9y2017i3p342-d91461.html
   My bibliography  Save this article

External Knowledge Sourcing and Green Innovation Growth with Environmental and Energy Regulations: Evidence from Manufacturing in China

Author

Listed:
  • Jian Hou

    (School of Economics and Management, Harbin Engineering University, Harbin 150001, China)

  • Heng Chen

    (School of Economics and Management, Harbin Engineering University, Harbin 150001, China)

  • Jianzhong Xu

    (School of Economics and Management, Harbin Engineering University, Harbin 150001, China)

Abstract

This paper adopts the slacks-based measure-directional distance function (SBM-DDF, 2009) method for deriving the “Green Innovation Growth” rates of 28 manufacturing industries in China. The results indicate that the overall level of green innovation growth in China’s manufacturing is relatively low, with a declining trend. The tradeoffs among energy, environment and economy are rather sharp, and the “Porter Effect (1995)” (environmental regulation will promote green technology innovation) is not currently realized quickly in manufacturing. These evaluations imply an unsustainable development model in China, with significant differences among industries. By using a dynamic panel threshold model and employing an industry-level panel dataset for 2008–2014, we show that external knowledge sourcing has a significant negative impact on green innovation growth but with different constraints on R&D levels among industries. With the strengthening of R&D levels, gradually surpassing “critical mass”, the negative role of external knowledge sourcing in driving this mechanism becomes smaller and smaller; it has a non-linear relationship with the “threshold effect”. Consequently, we provide insights into the relationship among energy consumption, environmental pollution and technology innovation, and show how the heterogeneity of the R&D threshold affects differences in external knowledge sourcing and green innovation growth. These insights lead to a better understanding of the driving force, realizing path and policy design for green innovation growth.

Suggested Citation

  • Jian Hou & Heng Chen & Jianzhong Xu, 2017. "External Knowledge Sourcing and Green Innovation Growth with Environmental and Energy Regulations: Evidence from Manufacturing in China," Sustainability, MDPI, vol. 9(3), pages 1-17, February.
  • Handle: RePEc:gam:jsusta:v:9:y:2017:i:3:p:342-:d:91461
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/9/3/342/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/9/3/342/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Siah Hwee Ang, 2008. "Competitive intensity and collaboration: impact on firm growth across technological environments," Strategic Management Journal, Wiley Blackwell, vol. 29(10), pages 1057-1075, October.
    2. Mark Cassidy & Holger Görg & Eric Strobl, 2005. "Knowledge Accumulation, And Productivity: Evidence From Plant‐Level Data For Ireland," Scottish Journal of Political Economy, Scottish Economic Society, vol. 52(3), pages 344-358, July.
    3. 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.
    4. Fukuyama, Hirofumi & Weber, William L., 2009. "A directional slacks-based measure of technical inefficiency," Socio-Economic Planning Sciences, Elsevier, vol. 43(4), pages 274-287, December.
    5. Lau, Lin-Sea & Choong, Chee-Keong & Eng, Yoke-Kee, 2014. "Investigation of the environmental Kuznets curve for carbon emissions in Malaysia: Do foreign direct investment and trade matter?," Energy Policy, Elsevier, vol. 68(C), pages 490-497.
    6. Jaider Vega-Jurado & Antonio Gutiérrez-Gracia & Ignacio Fernández-de-Lucio, 2009. "Does external knowledge sourcing matter for innovation? Evidence from the Spanish manufacturing industry," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 18(4), pages 637-670, August.
    7. Phan, Thu-Ha Dang & Brouwer, Roy & Davidson, Marc David, 2017. "A Global Survey and Review of the Determinants of Transaction Costs of Forestry Carbon Projects," Ecological Economics, Elsevier, vol. 133(C), pages 1-10.
    8. Weiwei Liu & Xiandong Xu & Zhile Yang & Jianyu Zhao & Jing Xing, 2016. "Impacts of FDI Renewable Energy Technology Spillover on China’s Energy Industry Performance," Sustainability, MDPI, vol. 8(9), pages 1-16, August.
    9. Antal, Miklós, 2014. "Green goals and full employment: Are they compatible?," Ecological Economics, Elsevier, vol. 107(C), pages 276-286.
    10. Hagedoorn, John & Wang, Ning, 2012. "Is there complementarity or substitutability between internal and external R&D strategies?," Research Policy, Elsevier, vol. 41(6), pages 1072-1083.
    11. Long, Xingle & Zhao, Xicang & Cheng, Faxin, 2015. "The comparison analysis of total factor productivity and eco-efficiency in China's cement manufactures," Energy Policy, Elsevier, vol. 81(C), pages 61-66.
    12. Blomstrom, Magnus & Sjoholm, Fredrik, 1999. "Technology transfer and spillovers: Does local participation with multinationals matter?1," European Economic Review, Elsevier, vol. 43(4-6), pages 915-923, April.
    13. Becker, Wolfgang & Dietz, Jurgen, 2004. "R&D cooperation and innovation activities of firms--evidence for the German manufacturing industry," Research Policy, Elsevier, vol. 33(2), pages 209-223, March.
    14. Gosens, Jorrit & Lu, Yonglong, 2013. "From lagging to leading? Technological innovation systems in emerging economies and the case of Chinese wind power," Energy Policy, Elsevier, vol. 60(C), pages 234-250.
    15. Thornhill, Stewart, 2006. "Knowledge, innovation and firm performance in high- and low-technology regimes," Journal of Business Venturing, Elsevier, vol. 21(5), pages 687-703, September.
    16. Xie, Rong-hui & Yuan, Yi-jun & Huang, Jing-jing, 2017. "Different Types of Environmental Regulations and Heterogeneous Influence on “Green” Productivity: Evidence from China," Ecological Economics, Elsevier, vol. 132(C), pages 104-112.
    17. Dai, Jing & Chen, Bin & Hayat, Tasawar & Alsaedi, Ahmed & Ahmad, Bashir, 2015. "Sustainability-based economic and ecological evaluation of a rural biogas-linked agro-ecosystem," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 347-355.
    18. Tang, Chor Foon & Tan, Bee Wah, 2015. "The impact of energy consumption, income and foreign direct investment on carbon dioxide emissions in Vietnam," Energy, Elsevier, vol. 79(C), pages 447-454.
    19. Nola Hewitt-Dundas, 2006. "Resource and Capability Constraints to Innovation in Small and Large Plants," Small Business Economics, Springer, vol. 26(3), pages 257-277, April.
    20. Seema Sharma & V. J. Thomas, 2008. "Inter-country R&D efficiency analysis: An application of data envelopment analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 76(3), pages 483-501, September.
    21. Liu, Xiaohui & Buck, Trevor, 2007. "Innovation performance and channels for international technology spillovers: Evidence from Chinese high-tech industries," Research Policy, Elsevier, vol. 36(3), pages 355-366, April.
    22. Wu, Jie, 2012. "Technological collaboration in product innovation: The role of market competition and sectoral technological intensity," Research Policy, Elsevier, vol. 41(2), pages 489-496.
    23. Horta, I.M. & Camanho, A.S. & Moreira da Costa, J., 2012. "Performance assessment of construction companies: A study of factors promoting financial soundness and innovation in the industry," International Journal of Production Economics, Elsevier, vol. 137(1), pages 84-93.
    24. Glass, Amy Jocelyn & Saggi, Kamal, 2002. "Intellectual property rights and foreign direct investment," Journal of International Economics, Elsevier, vol. 56(2), pages 387-410, March.
    25. Carayannopoulos, Sofy & Auster, Ellen R., 2010. "External knowledge sourcing in biotechnology through acquisition versus alliance: A KBV approach," Research Policy, Elsevier, vol. 39(2), pages 254-267, March.
    26. Berchicci, Luca, 2013. "Towards an open R&D system: Internal R&D investment, external knowledge acquisition and innovative performance," Research Policy, Elsevier, vol. 42(1), pages 117-127.
    27. Bruno Cassiman & Reinhilde Veugelers, 2006. "In Search of Complementarity in Innovation Strategy: Internal R& D and External Knowledge Acquisition," Management Science, INFORMS, vol. 52(1), pages 68-82, January.
    28. Sun, Xiang & Xiong, Shu & Zhu, Xiaojing & Zhu, Xiaodong & Li, Yangfan & Li, B. Larry, 2015. "A new indices system for evaluating ecological-economic-social performances of wetland restorations and its application to Taihu Lake Basin, China," Ecological Modelling, Elsevier, vol. 295(C), pages 216-226.
    29. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhijun Feng & Wen Zhou & Qian Ming, 2019. "Embodied Energy Flow Patterns of the Internal and External Industries of Manufacturing in China," Sustainability, MDPI, vol. 11(2), pages 1-24, January.
    2. Ilwon Seo, 2019. "Regions’ Technology Brokerage Patterns and Dynamics for Regional Development," Sustainability, MDPI, vol. 11(9), pages 1-15, May.
    3. Angelidou, Sofia & Mount, Matthew & Pandza, Krsto, 2022. "Exploring the asymmetric complementarity between external knowledge search and management innovation," Technovation, Elsevier, vol. 115(C).
    4. Xiangyu Hua & Haiping Lv & Xiangrong Jin, 2021. "Research on High-Quality Development Efficiency and Total Factor Productivity of Regional Economies in China," Sustainability, MDPI, vol. 13(15), pages 1-22, July.
    5. Silvia Martelo-Landroguez & Gema Albort-Morant & Antonio L. Leal-Rodríguez & Belén Ribeiro-Soriano, 2018. "The Effect of Absorptive Capacity on Green Customer Capital under an Organizational Unlearning Context," Sustainability, MDPI, vol. 10(1), pages 1-20, January.
    6. Zhijun Feng & Bo Zeng & Qian Ming, 2018. "Environmental Regulation, Two-Way Foreign Direct Investment, and Green Innovation Efficiency in China’s Manufacturing Industry," IJERPH, MDPI, vol. 15(10), pages 1-22, October.
    7. Bo Zeng & Meng Zhou & Jun Zhang, 2017. "Forecasting the Energy Consumption of China’s Manufacturing Using a Homologous Grey Prediction Model," Sustainability, MDPI, vol. 9(11), pages 1-16, October.
    8. Chenggang Wang, 2022. "Green Technology Innovation, Energy Consumption Structure and Sustainable Improvement of Enterprise Performance," Sustainability, MDPI, vol. 14(16), pages 1-21, August.
    9. Zhongju Liao & Siying Long, 2019. "Can interfirm trust improve firms' cooperation on environmental innovation? The moderating role of environmental hostility," Business Strategy and the Environment, Wiley Blackwell, vol. 28(1), pages 198-205, January.
    10. Jian Hou & Yifang An & Hongfeng Song & Jiancheng Chen, 2019. "The Impact of Haze Pollution on Regional Eco-Economic Treatment Efficiency in China: An Environmental Regulation Perspective," IJERPH, MDPI, vol. 16(21), pages 1-18, October.
    11. Xionghe Qin & Debin Du, 2017. "Do External or Internal Technology Spillovers Have a Stronger Influence on Innovation Efficiency in China?," Sustainability, MDPI, vol. 9(9), pages 1-17, September.
    12. Zhijun Feng & Wei Chen, 2018. "Environmental Regulation, Green Innovation, and Industrial Green Development: An Empirical Analysis Based on the Spatial Durbin Model," Sustainability, MDPI, vol. 10(1), pages 1-22, January.
    13. Yong He & Peng He & Feifei Xu & Chunming (Victor) Shi, 2019. "Sustainable tourism modeling: Pricing decisions and evolutionarily stable strategies for competitive tour operators," Tourism Economics, , vol. 25(5), pages 779-799, August.
    14. Wei Sun & Yufei Hou & Lanjiang Guo, 2018. "Analyzing and Forecasting Energy Consumption in China’s Manufacturing Industry and Its Subindustries," Sustainability, MDPI, vol. 11(1), pages 1-26, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Caloghirou, Yannis & Giotopoulos, Ioannis & Kontolaimou, Alexandra & Korra, Efthymia & Tsakanikas, Aggelos, 2021. "Industry-university knowledge flows and product innovation: How do knowledge stocks and crisis matter?," Research Policy, Elsevier, vol. 50(3).
    2. Marshall S. Jiang & Jie Jiao & Zhouyu Lin & Jun Xia, 2021. "Learning through observation or through acquisition? Innovation performance as an outcome of internal and external knowledge combination," Asia Pacific Journal of Management, Springer, vol. 38(1), pages 35-63, March.
    3. Julio Diéguez-Soto & María J. Martínez-Romero, 2019. "Family Involvement in Management and Product Innovation: The Mediating Role of R&D Strategies," Sustainability, MDPI, vol. 11(7), pages 1-24, April.
    4. Feng Zhang & Guohua Jiang, 2019. "Combination of Complementary Technological Knowledge to Generate “Hard to Imitate” Technologies," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 18(02), pages 1-24, June.
    5. Fernando Muñoz-Bullón & Maria J. Sanchez-Bueno & Alfredo De Massis, 2020. "Combining Internal and External R&D: The Effects on Innovation Performance in Family and Nonfamily Firms," Entrepreneurship Theory and Practice, , vol. 44(5), pages 996-1031, September.
    6. Mendi, Pedro & Moner-Colonques, Rafael & Sempere-Monerris, José J., 2020. "Cooperation for innovation and technology licensing: Empirical evidence from Spain," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    7. Kavusan, Korcan & Noorderhaven, Niels G. & Duysters, Geert M., 2016. "Knowledge acquisition and complementary specialization in alliances: The impact of technological overlap and alliance experience," Research Policy, Elsevier, vol. 45(10), pages 2153-2165.
    8. Hohberger, Jan & Kruger, Heidi & Almeida, Paul, 2020. "Does separation hurt? The impact of premature termination of R&D alliances on knowledge acquisition and innovation," Research Policy, Elsevier, vol. 49(6).
    9. Barge-Gil, Andrés & Vivas-Augier, Carlos, 2019. "Does Cooperation with Universities and KIBS Matter? Firm-level Evidence from Spain," MPRA Paper 96949, University Library of Munich, Germany.
    10. SUN, Yu-tao & ZHANG, Chen & WANG, Jin-min, 2022. "How to Benefit from Balancing External Knowledge Acquisition? A Chinese EIT Industry Case," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    11. Rehman, Naqeeb Ur, 2016. "Does Internal and External Research and Development Affect Innovation of Small and Medium-Sized Enterprises? Evidence from India and Pakistan," ADBI Working Papers 577, Asian Development Bank Institute.
    12. Peeters, T.J.G., 2013. "External knowledge search and use in new product development," Other publications TiSEM 300ebb34-b090-4210-b95e-f, Tilburg University, School of Economics and Management.
    13. Tong Zhao & Zhijie Song & Tianjiao Li, 2018. "Effect of innovation capacity, production capacity and vertical specialization on innovation performance in China's electronic manufacturing: Analysis from the supply and demand sides," PLOS ONE, Public Library of Science, vol. 13(7), pages 1-23, July.
    14. Haus-Reve, Silje & Fitjar, Rune Dahl & Rodríguez-Pose, Andrés, 2019. "Does combining different types of collaboration always benefit firms? Collaboration, complementarity and product innovation in Norway," Research Policy, Elsevier, vol. 48(6), pages 1476-1486.
    15. Sung, Bongsuk & Song, Woo-Yong & Park, Sang-Do, 2018. "How foreign direct investment affects CO2 emission levels in the Chinese manufacturing industry: Evidence from panel data," Economic Systems, Elsevier, vol. 42(2), pages 320-331.
    16. JUSTIN DORAN & NOIRIN McCARTHY & MARIE O’CONNOR, 2019. "The Importance Of Internal Knowledge Generation And External Knowledge Sourcing For Sme Innovation And Performance: Evidence From Ireland," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(07), pages 1-30, October.
    17. Hewitt-Dundas, Nola & Gkypali, Areti & Roper, Stephen, 2019. "Does learning from prior collaboration help firms to overcome the ‘two-worlds’ paradox in university-business collaboration?," Research Policy, Elsevier, vol. 48(5), pages 1310-1322.
    18. Santoro, Gabriele & Bresciani, Stefano & Papa, Armando, 2020. "Collaborative modes with Cultural and Creative Industries and innovation performance: The moderating role of heterogeneous sources of knowledge and absorptive capacity," Technovation, Elsevier, vol. 92.
    19. Jiangfeng Hu & Zhao Wang & Qinghua Huang & Xiaoqin Zhang, 2019. "Environmental Regulation Intensity, Foreign Direct Investment, and Green Technology Spillover—An Empirical Study," Sustainability, MDPI, vol. 11(10), pages 1-15, May.
    20. Wenjing Wang, 2014. "Do specialists exit the firm outsourcing its R&D?," Economics Working Papers 2014-21, Department of Economics and Business Economics, Aarhus University.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:9:y:2017:i:3:p:342-:d:91461. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.