Share:


The effects of extreme climate events on green technology innovation in manufacturing enterprises

    Chengyuan Wang Affiliation
    ; Wanyi Li Affiliation
    ; Jun Li Affiliation
    ; Liang Wan Affiliation

Abstract

The increasing intensity and frequency of extreme climate events have made improving the adaptability to extreme climate events a strategic imperative for manufacturing companies. This paper investigates whether manufacturing enterprises increase green technology innovation affected by different extreme climate events. Based on panel data of Chinese listed manufacturing enterprises, we show that extreme precipitation events can positively promote green technology innovation, yet extreme temperature events do not. Heterogeneity analyses suggest that the effect of extreme precipitation events on green technology innovation is more significant for non-state-owned enterprises, poor performance enterprises, and high R&D intensity enterprises than other enterprises. Furthermore, the facilitating effect of extreme precipitation events on green technology innovation is merely temporary.

Keyword : extreme climate events, climate change, extreme precipitation events, extreme temperature events, green technology innovation, manufacturing enterprises

How to Cite
Wang, C., Li, W., Li, J., & Wan, L. (2024). The effects of extreme climate events on green technology innovation in manufacturing enterprises. Journal of Business Economics and Management, 25(2), 337–355. https://doi.org/10.3846/jbem.2024.21170
Published in Issue
Apr 29, 2024
Abstract Views
597
PDF Downloads
424
Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

References

Agarwal, S., Fan, M., Klapper, L. F., & Lee, E. (2021). The impact of an extreme weather event on business performance. SSRN. https://doi.org/10.2139/ssrn.3957868

Arena, C., Michelon, G., & Trojanowski, G. (2018). Big egos can be green: A study of CEO hubris and environmental innovation. British Journal of Management, 29(2), 316–336. https://doi.org/10.1111/1467-8551.12250

Bai, Y., Song, S., Jiao, J., & Yang, R. (2019). The impacts of government R&D subsidies on green innovation: Evidence from Chinese energy-intensive firms. Journal of Cleaner Production, 233, 819–829. https://doi.org/10.1016/j.jclepro.2019.06.107

Bâra, A., Oprea, S.-V., & Georgescu, I. A. (2023). Understanding electricity price evolution – day-ahead market competitiveness in Romania. Journal of Business Economics and Management, 24(2), 221–244. https://doi.org/10.3846/jbem.2023.19050

Benincasa, E., Betz, F., & Gattini, L. (2022). How do firms cope with losses from extreme weather events? SSRN. https://doi.org/10.2139/ssrn.4171196

Bergmann, A., Stechemesser, K., & Guenther, E. (2016). Natural resource dependence theory: Impacts of extreme weather events on organizations. Journal of Business Research, 69(4), 1361–1366. https://doi.org/10.1016/j.jbusres.2015.10.108

Berrone, P., Fosfuri, A., Gelabert, L., & Gomez‐Mejia, L. R. (2013). Necessity as the mother of ‘green’inventions: Institutional pressures and environmental innovations. Strategic Management Journal, 34(8), 891–909. https://doi.org/10.1002/smj.2041

Bertrand, J., & Parnaudeau, M. (2019). Understanding the economic effects of abnormal weather to mitigate the risk of business failures. Journal of Business Research, 98, 391–402. https://doi.org/10.1016/j.jbusres.2017.09.016

Blundel, R., Baldock, R., Dadd, D., Schaefer, A., & Williams, S. (2014). (2014, November 5–6). Resilience and recovery: SME experiences of extreme weather events and other external threats. In Proceedings of Institute for Small Business and Entrepreneurship Conference. Manchester. https://oro.open.ac.uk/41023/1/Paper%20for%20ISBE%202014%20-%20Blundel%20Baldock%20Dadd%20Schaefer%20Williams%20FINAL.pdf

Brown, J. R., Gustafson, M. T., & Ivanov, I. T. (2021). Weathering cash flow shocks. The Journal of Finance, 76(4), 1731–1772. https://doi.org/10.1111/jofi.13024

Buliga, O., Scheiner, C. W., & Voigt, K.-I. (2016). Business model innovation and organizational resilience: Towards an integrated conceptual framework. Journal of Business Economics, 86, 647–670. https://doi.org/10.1007/s11573-015-0796-y

Campbell, D. L., & Mau, K. (2021). On “Trade induced technical change: The impact of Chinese imports on innovation, IT, and productivity”. The Review of Economic Studies, 88(5), 2555–2559. https://doi.org/10.1093/restud/rdab037

Chen, X., Khanna, M., & Yang, L. (2022a). The impacts of temperature on Chinese food processing firms. Australian Journal of Agricultural and Resource Economics, 66(2), 256–279. https://doi.org/10.1111/1467-8489.12469

Chen, Z., Jin, J., & Li, M. (2022b). Does media coverage influence firm green innovation? The moderating role of regional environment. Technology in Society, 70, Article 102006. https://doi.org/10.1016/j.techsoc.2022.102006

De Jong, J. P. J., & Den Hartog, D. N. (2007). How leaders influence employees’ innovative behaviour. European Journal of Innovation Management, 10(1), 41–64. https://doi.org/10.1108/14601060710720546

El-Kassar, A., & Singh, S. K. (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, 144, 483–498. https://doi.org/10.1016/j.techfore.2017.12.016

Fiordelisi, F., Galloppo, G., & Paimanova, V. (2023). Climate change shocks and socially responsible investments. Business Ethics, the Environment & Responsibility, 32(1), 40–56. https://doi.org/10.1111/beer.12477

Furrer, M., Mostofi, H., & Spinler, S. (2022). A study on the impact of extreme weather events on the ceramic manufacturing in Egypt. Resources, Environment and Sustainability, 7, Article 100049. https://doi.org/10.1016/j.resenv.2022.100049

García-Pozo, A., Sánchez-Ollero, J. L., & Ons-Cappa, M. (2018). Impact of introducing eco-innovation measures on productivity in transport sector companies. International Journal of Sustainable Transportation, 12(8), 561–571. https://doi.org/10.1080/15568318.2017.1414340

Ghadge, A., Wurtmann, H., & Seuring, S. (2020). Managing climate change risks in global supply chains: A review and research agenda. International Journal of Production Research, 58(1), 44–64. https://doi.org/10.1080/00207543.2019.1629670

Gray, H. B., Taraz, V., & Halliday, S. D. (2023). The impact of weather shocks on employment outcomes: Evidence from South Africa. Environment and Development Economics, 28(3), 285–305. https://doi.org/10.1017/s1355770x22000237

Greve, H. R. (2003). A behavioral theory of R&D expenditures and innovations: Evidence from shipbuilding. The Academy of Management Journal, 46(6), 685–702.

Gupta, A. (2023). R&D and firm resilience during bad times (DICE Discussion paper No. 352). Heinrich Heine University Düsseldorf. https://www.econstor.eu/bitstream/10419/225232/1/1735942731.pdf

Hao, Y., Fan, C., Long, Y., & Pan, J. (2019). The role of returnee executives in improving green innovation performance of Chinese manufacturing enterprises: Implications for sustainable development strategy. Business Strategy and the Environment, 28(5), 804–818. https://doi.org/10.1002/bse.2282

He, K., Chen, W., & Zhang, L. (2021). Senior management’s academic experience and corporate green innovation. Technological Forecasting and Social Change, 166, Article 120664. https://doi.org/10.1016/j.techfore.2021.120664

He, X., & Jiang, S. (2019). Does gender diversity matter for green innovation? Business Strategy and the Environment, 28(7), 1341–1356. https://doi.org/10.1002/bse.2319

Hu, H., Wei, W., & Chang, C.-P. (2022). Examining the impact of extreme temperature on green innovation in China: Evidence from city-level data. Energy Economics, 114, Article 106326. https://doi.org/10.1016/j.eneco.2022.106326

Huang, H. H., Kerstein, J., & Wang, C. (2018). The impact of climate risk on firm performance and financing choices: An international comparison. Journal of International Business Studies, 49, 633–656. https://doi.org/10.1057/s41267-017-0125-5

Huang, H. H., Kerstein, J., Wang, C., & Wu, F. (2022). Firm climate risk, risk management, and bank loan financing. Strategic Management Journal, 43(13), 2849–2880. https://doi.org/10.1002/smj.3437

Huang, Y.-C., Ding, H.-B., & Kao, M.-R. (2009). Salient stakeholder voices: Family business and green innovation adoption. Journal of Management & Organization, 15(3), 309–326. https://doi.org/10.5172/jmo.2009.15.3.309

Intergovernmental Panel on Climate Change. (2023). Summary for policymakers. In V. Mason-Delmotte, P. Zhai, A. Pirani, S. L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M. I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J. B. R. Matthews, T. K. Maycock, T. Waterfield, O. Yelekçi, R. Yu, & B. Zhou (Eds.), Climate change 2021 – The physical science basis: Working group I contribution to the sixth assessment report of the intergovernmental panel on climate change (pp. 3–32). Cambridge University Press. https://doi.org/10.1017/9781009157896.001

Javadi, S., Masum, A., Mollagholamali, M., & Rao, R. P. (2020). Climate change and corporate cash holdings: Global evidence. SSRN. https://doi.org/10.2139/ssrn.3717092

Jefferson, G. H., Huamao, B., Xiaojing, G., & Xiaoyun, Y. (2006). R&D performance in Chinese industry. Economics of Innovation and New Technology, 15(4–5), 345–366. https://doi.org/10.1080/10438590500512851

Kammerer, D. (2009). The effects of customer benefit and regulation on environmental product innovation.: Empirical evidence from appliance manufacturers in Germany. Ecological Economics, 68(8–9), 2285–2295. https://doi.org/10.1016/j.ecolecon.2009.02.016

Kim, I., Pantzalis, C., & Zhang, Z. (2021). Multinationality and the value of green innovation. Journal of Corporate Finance, 69, Article 101996. https://doi.org/10.1016/j.jcorpfin.2021.101996

Lai, H., Wang, F., & Guo, C. (2022). Can environmental awards stimulate corporate green technology innovation? Evidence from Chinese listed companies. Environmental Science and Pollution Research, 29, 14856–14870. https://doi.org/10.1007/s11356-021-16632-1

Leung, T. Y., & Sharma, P. (2021). Differences in the impact of R&D intensity and R&D internationalization on firm performance – Mediating role of innovation performance. Journal of Business Research, 131, 81–91. https://doi.org/10.1016/j.jbusres.2021.03.060

Li, C., Cong, J., & Yin, L. (2021). Extreme heat and exports: Evidence from Chinese exporters. China Economic Review, 66, Article 101593. https://doi.org/10.1016/j.chieco.2021.101593

Li, D., Zheng, M., Cao, C., Chen, X., Ren, S., & Huang, M. (2017). The impact of legitimacy pressure and corporate profitability on green innovation: Evidence from China top 100. Journal of Cleaner Production, 141, 41–49. https://doi.org/10.1016/j.jclepro.2016.08.123

Li, H., & Lu, J. (2023). Temperature change and industrial green innovation: Cost increasing or responsibility forcing? Journal of Environmental Management, 325, Article 116492. https://doi.org/10.1016/j.jenvman.2022.116492

Li, X., Shao, X., Chang, T., & Albu, L. L. (2022). Does digital finance promote the green innovation of China’s listed companies? Energy Economics, 114, Article 106254. https://doi.org/10.1016/j.eneco.2022.106254

Liang, C., Zhu, M., Lee, P. K., Cheng, T., & Yeung, A. C. (2023). Combating extreme weather through operations management: Evidence from a natural experiment in China. International Journal of Production Economics, 267, Article 109073. https://doi.org/10.1016/j.ijpe.2023.109073

Lin, Y., & Chen, Y. (2017). Determinants of green competitive advantage: The roles of green knowledge sharing, green dynamic capabilities, and green service innovation. Quality & Quantity, 51, 1663–1685. https://doi.org/10.1007/s11135-016-0358-6

Linnenluecke, M. K., Griffiths, A., & Winn, M. (2012). Extreme weather events and the critical importance of anticipatory adaptation and organizational resilience in responding to impacts. Business Strategy and the Environment, 21(1), 17–32. https://doi.org/10.1002/bse.708

Liu, C., & Xiong, M. (2022). Green finance reform and corporate innovation: Evidence from China. Finance Research Letters, 48, Article 102993. https://doi.org/10.1016/j.frl.2022.102993

Liu, S., Xu, R., & Chen, X. (2021). Does green credit affect the green innovation performance of high-polluting and energy-intensive enterprises? Evidence from a quasi-natural experiment. Environmental Science and Pollution Research, 28, 65265–65277. https://doi.org/10.1007/s11356-021-15217-2

Lys, T., Naughton, J. P., & Wang, C. (2015). Signaling through corporate accountability reporting. Journal of Accounting and Economics, 60(1), 56–72. https://doi.org/10.1016/j.jacceco.2015.03.001

Ma, Y., Zhang, Q., & Yin, Q. (2021). Top management team faultlines, green technology innovation and firm financial performance. Journal of Environmental Management, 285, Article 112095. https://doi.org/10.1016/j.jenvman.2021.112095

Martin, R., Muûls, M., & Ward, A. (2011). The sensitivity of UK manufacturing firms to extreme weather events (Working Paper). https://www.academia.edu/2717913/The_sensitivity_of_UK_manufacturing_firms_to_extreme_weather_events

Matos, S., Viardot, E., Sovacool, B. K., Geels, F. W., & Xiong, Y. (2022). Innovation and climate change: A review and introduction to the special issue. Technovation, 177, Article 102612. https://doi.org/10.1016/j.technovation.2022.102612

Ni, Y., Chen, Z., Li, D., & Yang, S. (2021). Climate risk and corporate tax avoidance: International evidence. Corporate Governance: An International Review, 30(2), 189–211. https://doi.org/10.1111/corg.12398

Nikolaou, I., Evangelinos, K., & Leal Filho, W. (2015). A system dynamic approach for exploring the effects of climate change risks on firms’ economic performance. Journal of Cleaner Production, 103, 499–506. https://doi.org/10.1016/j.jclepro.2014.09.086

Pankratz, N., & Schiller, C. (2021). Climate change and adaptation in global supply-chain networks. SSRN. https://doi.org/10.2139/ssrn.3475416

Peng, H., Shen, N., Ying, H., & Wang, Q. (2021). Can environmental regulation directly promote green innovation behavior? – Based on situation of industrial agglomeration. Journal of Cleaner Production, 314, Article 128044. https://doi.org/10.1016/j.jclepro.2021.128044

Pinkse, J., & Kolk, A. (2010). Challenges and trade‐offs in corporate innovation for climate change. Business Strategy and the Environment, 19(4), 261–272. https://doi.org/10.1002/bse.677

Quan, X., Ke, Y., Qian, Y., & Zhang, Y. (2021). CEO foreign experience and green innovation: Evidence from China. Journal of Business Ethics, 182, 535–557. https://doi.org/10.1007/s10551-021-04977-z

Rao, S., Koirala, S., Thapa, C., & Neupane, S. (2022). When rain matters! Investments and value relevance. Journal of Corporate Finance, 73, Article 101827. https://doi.org/10.1016/j.jcorpfin.2020.101827

Roper, S., & Tapinos, E. (2016). Taking risks in the face of uncertainty: An exploratory analysis of green innovation. Technological Forecasting and Social Change, 112, 357–363. https://doi.org/10.1016/j.techfore.2016.07.037

Roxburgh, N., Guan, D., Shin, K. J., Rand, W., Managi, S., Lovelace, R., & Meng, J. (2019). Characterising climate change discourse on social media during extreme weather events. Global Environmental Change, 54, 50–60. https://doi.org/10.1016/j.gloenvcha.2018.11.004

Seneviratne, S. I., Zhang, X., Adnan, M., Badi, W., Dereczynski, C., Di Luca, A., Ghosh, S., Iskandar, I., Kossin, J., Lewis, S., Otto, F., Pinto, I., Satoh, M., Vicente-Serrano, S. M., Wehner, M., & Zhou, B. (2021). Weather and climate extreme events in a changing climate. In V. Mason-Delmotte, P. Zhai, A. Pirani, S. L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M. I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J. B. R. Matthews, T. K. Maycock, T. Waterfield. O. Yelekçi, R. Yu & B. Zhou (Eds.), Climate change 2021 – The physical science basis. Contribution of working group I to the sixth assessment report of the intergovernmental panel on climate change (pp. 1513–1766). Cambridge University Press. https://doi.org/10.1017/9781009157896.013

Shayegh, S., Manoussi, V., & Dasgupta, S. (2021). Climate change and development in South Africa: The impact of rising temperatures on economic productivity and labour availability. Climate and Development, 13(8), 725–735. https://doi.org/10.1080/17565529.2020.1857675

Singh, S., & Goyal, M. K. (2023). Enhancing climate resilience in businesses: The role of artificial intelligence. Journal of Cleaner Production, 418, Article 138228. https://doi.org/10.1016/j.jclepro.2023.138228

Song, W., & Yu, H. (2018). Green innovation strategy and green innovation: The roles of green creativity and green organizational identity. Corporate Social Responsibility and Environmental Management, 25(2), 135–150. https://doi.org/10.1002/csr.1445

Stott, P. (2016). How climate change affects extreme weather events. Science, 352(6293), 1517–1518. https://doi.org/10.1126/science.aaf7271

Takalo, S. K., Tooranloo, H. S., & Shahabaldini Parizi, Z. (2021). Green innovation: A systematic literature review. Journal of Cleaner Production, 279, Article 122474. https://doi.org/10.1016/j.jclepro.2020.122474

Tamošiūnas, A. (2014). The model for evaluation of corporate strategic changes in the context of climate change: Plywood manufacture. Journal of Business Economics and Management, 15(1), 135–152. https://doi.org/10.3846/16111699.2013.801880

Trewin, B. (2013). A daily homogenized temperature data set for Australia. International Journal of Climatology, 33(6), 1510–1529. https://doi.org/10.1002/joc.3530

Wang, C., Lee, C., & Wu, L. (2023a). The relationship between cash flow uncertainty and extreme risk: International evidence. Pacific-Basin Finance Journal, 77, Article 101927. https://doi.org/10.1016/j.pacfin.2022.101927

Wang, C. L., & Ahmed, P. K. (2007). Dynamic capabilities: A review and research agenda. International Journal of Management Reviews, 9(1), 31–51. https://doi.org/10.1111/j.1468-2370.2007.00201.x

Wang, H., Qi, S., & Li, K. (2023b). Impact of risk-taking on enterprise value under extreme temperature: From the perspectives of external and internal governance. Journal of Asian Economics, 84, Article 101556. https://doi.org/10.1016/j.asieco.2022.101556

Wang, H., Cui, H., & Zhao, Q. (2021a). Effect of green technology innovation on green total factor productivity in China: Evidence from spatial durbin model analysis. Journal of Cleaner Production, 288, Article 125624. https://doi.org/10.1016/j.jclepro.2020.125624

Wang, M., Li, Y., Li, J., & Wang, Z. (2021b). Green process innovation, green product innovation and its economic performance improvement paths: A survey and structural model. Journal of Environmental Management, 297, Article 113282. https://doi.org/10.1016/j.jenvman.2021.113282

Wang, M. L. (2023c). Effects of the green finance policy on the green innovation efficiency of the manufacturing industry: A difference-in-difference model. Technological Forecasting and Social Change, 189, Article 122333. https://doi.org/10.1016/j.techfore.2023.122333

Wang, T., Liu, X., & Wang, H. (2022). Green bonds, financing constraints, and green innovation. Journal of Cleaner Production, 381, Article 135134. https://doi.org/10.1016/j.jclepro.2022.135134

Xie, X., Huo, J., & Zou, H. (2019). Green process innovation, green product innovation, and corporate financial performance: A content analysis method. Journal of Business Research, 101, 697–706. https://doi.org/10.1016/j.jbusres.2019.01.010

Yan, Y., Xiong, X., Li, S., & Lu, L. (2022). Will temperature change reduce stock returns? Evidence from China. International Review of Financial Analysis, 81, Article 102112. https://doi.org/10.1016/j.irfa.2022.102112

Yousaf, Z. (2021). Go for green: Green innovation through green dynamic capabilities: Accessing the mediating role of green practices and green value co-creation. Environmental Science and Pollution Research, 28(39), 54863–54875. https://doi.org/10.1007/s11356-021-14343-1

Zhai, Y., Cai, Z., Lin, H., Yuan, M., Mao, Y., & Yu, M. (2022). Does better environmental, social, and governance induce better corporate green innovation: The mediating role of financing constraints. Corporate Social Responsibility and Environmental Management, 29(5), 1513–1526. https://doi.org/10.1002/csr.2288

Zhang, P., Deschenes, O., Meng, K., & Zhang, J. (2018). Temperature effects on productivity and factor reallocation: Evidence from a half million Chinese manufacturing plants. Journal of Environmental Economics and Management, 88, 1–17. https://doi.org/10.1016/j.jeem.2017.11.001

Zhang, W., Yang, K., & Li, Y. (2023). Climate risk and precautionary cash holdings: Evidence from Chinese listed companies. Frontiers in Environmental Science, 11. https://doi.org/10.3389/fenvs.2023.1045827