IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v122y2017icp49-62.html
   My bibliography  Save this article

Does innovation respond to climate change? Empirical evidence from patents and greenhouse gas emissions

Author

Listed:
  • Su, Hsin-Ning
  • Moaniba, Igam M.

Abstract

Mitigating the increasing effects of climate change requires extreme policy measures such as reducing global carbon dioxide emissions, expensive abatement policies and the immense costs associated with developing green technologies. While literature on environmental-innovation has been focusing on how innovation contributes to alleviating climate-change impacts by examining existing mitigation technologies and programs, this paper does so via a reverse approach. It examines how innovation responds to climate change. By employing various econometric methods on a panel dataset of 70 countries, patent count as a proxy for innovation, and carbon dioxide and other greenhouse gas emissions as proxies for climate change, this study finds that the number of climate-change-related-innovations is responding positively to increasing levels of carbon dioxide emissions from gas and liquid fuels – mainly from natural gases and petroleum respectively; and negatively to increases in carbon dioxide emissions from solid fuel consumptions (mainly from coal) and other greenhouse gas emissions. It also finds that government investment does not always influence decisions to develop and patent climate-technologies. Empirical findings from this study contribute to the environmental-innovation literature by providing extended knowledge on how innovation reacts to changes in major climate change factors. Based on this, certain policy implications can be drawn such as diverting public funds to areas where innovative activities contribute the most to combating climate change.

Suggested Citation

  • Su, Hsin-Ning & Moaniba, Igam M., 2017. "Does innovation respond to climate change? Empirical evidence from patents and greenhouse gas emissions," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 49-62.
  • Handle: RePEc:eee:tefoso:v:122:y:2017:i:c:p:49-62
    DOI: 10.1016/j.techfore.2017.04.017
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162516302542
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2017.04.017?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. de Bruyn, S. M. & van den Bergh, J. C. J. M. & Opschoor, J. B., 1998. "Economic growth and emissions: reconsidering the empirical basis of environmental Kuznets curves," Ecological Economics, Elsevier, vol. 25(2), pages 161-175, May.
    2. Freeman, Chris, 2002. "Continental, national and sub-national innovation systems--complementarity and economic growth," Research Policy, Elsevier, vol. 31(2), pages 191-211, February.
    3. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    4. García-Manjón, Juan V. & Romero-Merino, M. Elena, 2012. "Research, development, and firm growth. Empirical evidence from European top R&D spending firms," Research Policy, Elsevier, vol. 41(6), pages 1084-1092.
    5. Barron, Robert & McJeon, Haewon, 2015. "The differential impact of low-carbon technologies on climate change mitigation cost under a range of socioeconomic and climate policy scenarios," Energy Policy, Elsevier, vol. 80(C), pages 264-274.
    6. Dosi, Giovanni & Grazzi, Marco & Moschella, Daniele, 2015. "Technology and costs in international competitiveness: From countries and sectors to firms," Research Policy, Elsevier, vol. 44(10), pages 1795-1814.
    7. Marin, Giovanni, 2014. "Do eco-innovations harm productivity growth through crowding out? Results of an extended CDM model for Italy," Research Policy, Elsevier, vol. 43(2), pages 301-317.
    8. Bertoni, Fabio & Colombo, Massimo G. & Grilli, Luca, 2011. "Venture capital financing and the growth of high-tech start-ups: Disentangling treatment from selection effects," Research Policy, Elsevier, vol. 40(7), pages 1028-1043, September.
    9. SINHA, Dipendra, 2008. "Patents, Innovations And Economic Growth In Japan And South Korea: Evidence From Individual Country And Panel Data," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 8(1), pages 181-188.
    10. Nadia Ayari & Szabolcs Blazsek & Pedro Mendi, 2012. "Renewable energy innovations in Europe: a dynamic panel data approach," Applied Economics, Taylor & Francis Journals, vol. 44(24), pages 3135-3147, August.
    11. Josheski, Dushko & Koteski, Cane, 2011. "The causal relationship between patent growth and growth of GDP with quarterly data in the G7 countries: cointegration, ARDL and error correction models," MPRA Paper 33153, University Library of Munich, Germany.
    12. 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.
    13. 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.
    14. Bottazzi, Laura & Peri, Giovanni, 2003. "Innovation and spillovers in regions: Evidence from European patent data," European Economic Review, Elsevier, vol. 47(4), pages 687-710, August.
    15. Arrow, Kenneth & Bolin, Bert & Costanza, Robert & Dasgupta, Partha & Folke, Carl & Holling, C.S. & Jansson, Bengt-Owe & Levin, Simon & Mäler, Karl-Göran & Perrings, Charles & Pimentel, David, 1996. "Economic growth, carrying capacity, and the environment," Environment and Development Economics, Cambridge University Press, vol. 1(1), pages 104-110, February.
    16. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    17. Kemp, René & Pontoglio, Serena, 2011. "The innovation effects of environmental policy instruments — A typical case of the blind men and the elephant?," Ecological Economics, Elsevier, vol. 72(C), pages 28-36.
    18. Colombo, Massimo G. & Croce, Annalisa & Guerini, Massimiliano, 2013. "The effect of public subsidies on firms’ investment–cash flow sensitivity: Transient or persistent?," Research Policy, Elsevier, vol. 42(9), pages 1605-1623.
    19. Arora, Ashish & Athreye, Suma & Huang, Can, 2016. "The paradox of openness revisited: Collaborative innovation and patenting by UK innovators," Research Policy, Elsevier, vol. 45(7), pages 1352-1361.
    20. Lanjouw, Jean Olson & Mody, Ashoka, 1996. "Innovation and the international diffusion of environmentally responsive technology," Research Policy, Elsevier, vol. 25(4), pages 549-571, June.
    21. Wooldridge, Jeffrey M., 1997. "Multiplicative Panel Data Models Without the Strict Exogeneity Assumption," Econometric Theory, Cambridge University Press, vol. 13(5), pages 667-678, October.
    22. Jim Watson & Rob Byrne & David Ockwell & Michele Stua, 2015. "Lessons from China: building technological capabilities for low carbon technology transfer and development," Climatic Change, Springer, vol. 131(3), pages 387-399, August.
    23. Fiona Lettice & Palie Smart & Yehuda Baruch & Mark Johnson, 2012. "Navigating the impact-innovation double hurdle: The case of a climate change research fund," Post-Print hal-00779735, HAL.
    24. Scherer, F. M., 1983. "The propensity to patent," International Journal of Industrial Organization, Elsevier, vol. 1(1), pages 107-128, March.
    25. Peters, Michael & Schneider, Malte & Griesshaber, Tobias & Hoffmann, Volker H., 2012. "The impact of technology-push and demand-pull policies on technical change – Does the locus of policies matter?," Research Policy, Elsevier, vol. 41(8), pages 1296-1308.
    26. Kunapatarawong, Rasi & Martínez-Ros, Ester, 2016. "Towards green growth: How does green innovation affect employment?," Research Policy, Elsevier, vol. 45(6), pages 1218-1232.
    27. Samuel Fankhaeser & Friedel Sehlleier & Nicholas Stern, 2008. "Climate change, innovation and jobs," Climate Policy, Taylor & Francis Journals, vol. 8(4), pages 421-429, July.
    28. Narayan, Paresh Kumar & Narayan, Seema, 2010. "Carbon dioxide emissions and economic growth: Panel data evidence from developing countries," Energy Policy, Elsevier, vol. 38(1), pages 661-666, January.
    29. Tomasz Kozluk & Vera Zipperer, 2014. "Environmental policies and productivity growth: a critical review of empirical findings," OECD Journal: Economic Studies, OECD Publishing, vol. 2014(1), pages 155-185.
    30. Mowery, David C. & Nelson, Richard R. & Martin, Ben R., 2010. "Technology policy and global warming: Why new policy models are needed (or why putting new wine in old bottles won't work)," Research Policy, Elsevier, vol. 39(8), pages 1011-1023, October.
    31. Chamberlain, Gary, 2022. "Feedback in panel data models," Journal of Econometrics, Elsevier, vol. 226(1), pages 4-20.
    32. Subash Dhar & Charles Marpaung, 2015. "Technology priorities for transport in Asia: assessment of economy-wide CO 2 emissions reduction for Lebanon," Climatic Change, Springer, vol. 131(3), pages 451-464, August.
    33. Costanza, Robert, 1995. "Economic growth, carrying capacity, and the environment," Ecological Economics, Elsevier, vol. 15(2), pages 89-90, November.
    34. Zoltan J. Acs & Luc Anselin & Attila Varga, 2008. "Patents and Innovation Counts as Measures of Regional Production of New Knowledge," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 11, pages 135-151, Edward Elgar Publishing.
    35. Poh Wong & Yuen Ho & Erkko Autio, 2005. "Entrepreneurship, Innovation and Economic Growth: Evidence from GEM data," Small Business Economics, Springer, vol. 24(3), pages 335-350, January.
    36. Lettice, Fiona & Smart, Palie & Baruch, Yehuda & Johnson, Mark, 2012. "Navigating the impact-innovation double hurdle: The case of a climate change research fund," Research Policy, Elsevier, vol. 41(6), pages 1048-1057.
    37. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    38. Blundell, Richard & Griffith, Rachel & Windmeijer, Frank, 2002. "Individual effects and dynamics in count data models," Journal of Econometrics, Elsevier, vol. 108(1), pages 113-131, May.
    39. Heleen de Coninck & Daniel Puig, 2015. "Assessing climate change mitigation technology interventions by international institutions," Climatic Change, Springer, vol. 131(3), pages 417-433, August.
    40. Segerstrom, Paul S, 1991. "Innovation, Imitation, and Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 807-827, August.
    41. Nayan, Sabri & Kadir, Norsiah & Ahmad, Mahyudin & Abdullah, Mat Saad, 2013. "Revisiting Energy Consumption and GDP: Evidence from Dynamic Panel Data Analysis," MPRA Paper 48714, University Library of Munich, Germany.
    42. Greene, William, 2007. "Functional Form and Heterogeneity in Models for Count Data," Foundations and Trends(R) in Econometrics, now publishers, vol. 1(2), pages 113-218, August.
    43. United Nations, 2016. "The Sustainable Development Goals 2016," Working Papers id:11456, eSocialSciences.
    44. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    45. Brouwer, Erik & Kleinknecht, Alfred, 1999. "Innovative output, and a firm's propensity to patent.: An exploration of CIS micro data," Research Policy, Elsevier, vol. 28(6), pages 615-624, August.
    46. Antonioli, Davide & Mancinelli, Susanna & Mazzanti, Massimiliano, 2013. "Is environmental innovation embedded within high-performance organisational changes? The role of human resource management and complementarity in green business strategies," Research Policy, Elsevier, vol. 42(4), pages 975-988.
    47. Tucker, Michael, 1995. "Carbon dioxide emissions and global GDP," Ecological Economics, Elsevier, vol. 15(3), pages 215-223, December.
    48. Gene M. Grossman & Elhanan Helpman, 1993. "Innovation and Growth in the Global Economy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262570971, December.
    49. Fritsch, Michael & Franke, Grit, 2004. "Innovation, regional knowledge spillovers and R&D cooperation," Research Policy, Elsevier, vol. 33(2), pages 245-255, March.
    50. Onishi, Koichiro, 2013. "The effects of compensation plans for employee inventions on R&D productivity: New evidence from Japanese panel data," Research Policy, Elsevier, vol. 42(2), pages 367-378.
    51. Joshua Lerner, 1994. "The Importance of Patent Scope: An Empirical Analysis," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 319-333, Summer.
    52. de Jong, Stefan P.L. & Wardenaar, Tjerk & Horlings, Edwin, 2016. "Exploring the promises of transdisciplinary research: A quantitative study of two climate research programmes," Research Policy, Elsevier, vol. 45(7), pages 1397-1409.
    53. Chaido Dritsaki & Melina Dritsaki, 2014. "Causal Relationship between Energy Consumption, Economic Growth and CO2 Emissions: A Dynamic Panel Data Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 4(2), pages 125-136.
    54. Soytas, Ugur & Sari, Ramazan, 2009. "Energy consumption, economic growth, and carbon emissions: Challenges faced by an EU candidate member," Ecological Economics, Elsevier, vol. 68(6), pages 1667-1675, April.
    55. James Haselip & Ulrich Hansen & Daniel Puig & Sara Trærup & Subash Dhar, 2015. "Governance, enabling frameworks and policies for the transfer and diffusion of low carbon and climate adaptation technologies in developing countries," Climatic Change, Springer, vol. 131(3), pages 363-370, August.
    56. Veugelers, Reinhilde, 2012. "Which policy instruments to induce clean innovating?," Research Policy, Elsevier, vol. 41(10), pages 1770-1778.
    57. Wiesenthal, Tobias & Leduc, Guillaume & Haegeman, Karel & Schwarz, Hans-Günther, 2012. "Bottom-up estimation of industrial and public R&D investment by technology in support of policy-making: The case of selected low-carbon energy technologies," Research Policy, Elsevier, vol. 41(1), pages 116-131.
    58. Hasan, Iftekhar & Tucci, Christopher L., 2010. "The innovation-economic growth nexus: Global evidence," Research Policy, Elsevier, vol. 39(10), pages 1264-1276, December.
    59. Richard H. Moss & Jae A. Edmonds & Kathy A. Hibbard & Martin R. Manning & Steven K. Rose & Detlef P. van Vuuren & Timothy R. Carter & Seita Emori & Mikiko Kainuma & Tom Kram & Gerald A. Meehl & John F, 2010. "The next generation of scenarios for climate change research and assessment," Nature, Nature, vol. 463(7282), pages 747-756, February.
    60. 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.
    61. 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.
    62. Yang, Chih-Hai & Huang, Chia-Hui & Hou, Tony Chieh-Tse, 2012. "Tax incentives and R&D activity: Firm-level evidence from Taiwan," Research Policy, Elsevier, vol. 41(9), pages 1578-1588.
    63. Chamberlain, Gary, 1992. "Sequential Moment Restrictions in Panel Data: Comment," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(1), pages 20-26, January.
    Full references (including those not matched with items on IDEAS)

    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. Ferreira, João J.M. & Fernandes, Cristina I. & Ferreira, Fernando A.F., 2020. "Technology transfer, climate change mitigation, and environmental patent impact on sustainability and economic growth: A comparison of European countries," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    2. Moaniba, Igam M. & Su, Hsin-Ning & Lee, Pei-Chun, 2019. "On the drivers of innovation: Does the co-evolution of technological diversification and international collaboration matter?," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    3. Cristina I. Fernandes & Pedro Mota Veiga & João J.M. Ferreira & Mathew Hughes, 2021. "Green growth versus economic growth: Do sustainable technology transfer and innovations lead to an imperfect choice?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 2021-2037, May.
    4. Bosch, Mariano & Lederman, Daniel & Maloney, William F., 2005. "Patenting and research and development : a global view," Policy Research Working Paper Series 3739, The World Bank.
    5. Costantini, Valeria & Crespi, Francesco & Martini, Chiara & Pennacchio, Luca, 2015. "Demand-pull and technology-push public support for eco-innovation: The case of the biofuels sector," Research Policy, Elsevier, vol. 44(3), pages 577-595.
    6. Ghisetti, Claudia & Pontoni, Federico, 2015. "Investigating policy and R&D effects on environmental innovation: A meta-analysis," Ecological Economics, Elsevier, vol. 118(C), pages 57-66.
    7. Roxana Pincheira & Felipe Zuniga & Pablo Neudorfer, 2021. "Carbon Kuznets curve: a dynamic empirical approach for a panel data," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(4), pages 5523-5541, December.
    8. Yoshitsugu Kitazawa, 2012. "An improved theoretical ground for the linear feedback model and a new indicator," Discussion Papers 58, Kyushu Sangyo University, Faculty of Economics.
    9. Barra, Cristian & Zotti, Roberto, 2016. "Investigating the impact of national income on environmental pollution. International evidence," MPRA Paper 74149, University Library of Munich, Germany.
    10. Costantini, Valeria & Crespi, Francesco & Palma, Alessandro, 2017. "Characterizing the policy mix and its impact on eco-innovation: A patent analysis of energy-efficient technologies," Research Policy, Elsevier, vol. 46(4), pages 799-819.
    11. Cristian Barra & Roberto Zotti, 2018. "Investigating the non-linearity between national income and environmental pollution: international evidence of Kuznets curve," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 20(1), pages 179-210, January.
    12. Valeria Costantini & Francesco Crespi & Alessandro Palma, 2015. "Characterizing the policy mix and its impact on eco-innovation in energy-efficient technologies," SEEDS Working Papers 1115, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Jun 2015.
    13. Consoli, Davide & Costantini, Valeria & Paglialunga, Elena, 2023. "We're in this together: Sustainable energy and economic competitiveness in the EU," Research Policy, Elsevier, vol. 52(1).
    14. Hille, Erik & Althammer, Wilhelm & Diederich, Henning, 2020. "Environmental regulation and innovation in renewable energy technologies: Does the policy instrument matter?," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    15. Costantini, Valeria & Crespi, Francesco & Paglialunga, Elena, 2018. "The employment impact of private and public actions for energy efficiency: Evidence from European industries," Energy Policy, Elsevier, vol. 119(C), pages 250-267.
    16. Patricia Laurens & Christian Le Bas & Stéphane Lhuillery & Antoine Schoen, 2017. "The determinants of cleaner energy innovations of the world’s largest firms: the impact of firm learning and knowledge capital," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(4), pages 311-333, May.
    17. Blundell, Richard & Griffith, Rachel & Windmeijer, Frank, 2002. "Individual effects and dynamics in count data models," Journal of Econometrics, Elsevier, vol. 108(1), pages 113-131, May.
    18. Nesta, Lionel & Vona, Francesco & Nicolli, Francesco, 2014. "Environmental policies, competition and innovation in renewable energy," Journal of Environmental Economics and Management, Elsevier, vol. 67(3), pages 396-411.
    19. Nguyen, Canh Phuc & Doytch, Nadia, 2022. "The impact of ICT patents on economic growth: An international evidence," Telecommunications Policy, Elsevier, vol. 46(5).
    20. Hayakawa, Kazuhiko, 2019. "Alternative over-identifying restriction test in the GMM estimation of panel data models," Econometrics and Statistics, Elsevier, vol. 10(C), pages 71-95.

    More about this item

    Keywords

    Climate change; Patents; Innovation; CO2 emissions; GHG emissions;
    All these keywords.

    JEL classification:

    Statistics

    Access and download statistics

    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:eee:tefoso:v:122:y:2017:i:c:p:49-62. 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: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    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.