IDEAS home Printed from https://ideas.repec.org/a/gam/jecomi/v9y2021i2p85-d564160.html
   My bibliography  Save this article

R&D Investment, Financial and Environmental Performance Nexuses via Bootstrap Fourier Quantiles Granger Causality Test

Author

Listed:
  • Feng-Li Lin

    (Department of Accounting, Chaoyang University of Technology, Taichung 41349, Taiwan)

Abstract

This study investigated the relationship between R&D investments and financial and environmental performance. The direction, size, and significance of various phases of these variables were generated using the bootstrap Fourier quantiles Granger causality test. In our results, a positive relationship between R&D investment and CO 2 emission reductions was found at two tails of quantiles. Additionally, we observed a significantly positive relationship between financial performance and CO 2 emission reductions at the 0.5 quantile and above. The correlation between R&D investment and financial performance was identified to be positive under the 0.3, 0.4, 0.5 and 0.9 quantiles and negative under the 0.5 and 0.6 quantiles. The changing linkages among R&D investment, environmental performance and financial performance found in this study provide important information for policy makers, aiding in the development of R&D strategies to upgrade financial and environmental performance simultaneously.

Suggested Citation

  • Feng-Li Lin, 2021. "R&D Investment, Financial and Environmental Performance Nexuses via Bootstrap Fourier Quantiles Granger Causality Test," Economies, MDPI, vol. 9(2), pages 1-11, May.
  • Handle: RePEc:gam:jecomi:v:9:y:2021:i:2:p:85-:d:564160
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7099/9/2/85/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7099/9/2/85/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Triguero, Angela & Moreno-Mondéjar, Lourdes & Davia, María A., 2013. "Drivers of different types of eco-innovation in European SMEs," Ecological Economics, Elsevier, vol. 92(C), pages 25-33.
    2. Nazlioglu, Saban & Gormus, N. Alper & Soytas, Uğur, 2016. "Oil prices and real estate investment trusts (REITs): Gradual-shift causality and volatility transmission analysis," Energy Economics, Elsevier, vol. 60(C), pages 168-175.
    3. Gallant, A. Ronald & Souza, Geraldo, 1991. "On the asymptotic normality of Fourier flexible form estimates," Journal of Econometrics, Elsevier, vol. 50(3), pages 329-353, December.
    4. Clarkson, Peter M. & Li, Yue & Richardson, Gordon D. & Vasvari, Florin P., 2011. "Does it really pay to be green? Determinants and consequences of proactive environmental strategies," Journal of Accounting and Public Policy, Elsevier, vol. 30(2), pages 122-144, March.
    5. Stuart L. Hart & Gautam Ahuja, 1996. "Does It Pay To Be Green? An Empirical Examination Of The Relationship Between Emission Reduction And Firm Performance," Business Strategy and the Environment, Wiley Blackwell, vol. 5(1), pages 30-37, March.
    6. Issam Laguir & Magalie Marais & Jamal El Baz & Rébecca Stekelorum, 2018. "Reversing the business rationale for environmental commitment in banking," Post-Print hal-02061410, HAL.
    7. Alam, Md. Samsul & Atif, Muhammad & Chien-Chi, Chu & Soytaş, Uğur, 2019. "Does corporate R&D investment affect firm environmental performance? Evidence from G-6 countries," Energy Economics, Elsevier, vol. 78(C), pages 401-411.
    8. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    9. Refandi Budi Deswanto & Sylvia Veronica Siregar, 2018. "The associations between environmental disclosures with financial performance, environmental performance, and firm value," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 14(1), pages 180-193, March.
    10. Gallant, A. Ronald, 1981. "On the bias in flexible functional forms and an essentially unbiased form : The fourier flexible form," Journal of Econometrics, Elsevier, vol. 15(2), pages 211-245, February.
    11. Dafna M. DiSegni & Moshe Huly & Sagi Akron, 2015. "Corporate social responsibility, environmental leadership and financial performance," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 11(1), pages 131-148, March.
    12. Mario Testa & Antonio D’Amato, 2017. "Corporate environmental responsibility and financial performance: does bidirectional causality work? Empirical evidence from the manufacturing industry," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 13(2), pages 221-234, June.
    13. F. Ganda, 2018. "Green research and development (R&D) investment and its impact on the market value of firms: evidence from South African mining firms," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 61(3), pages 515-534, February.
    14. Issam Laguir & Magalie Marais & Jamal El Baz & Rebecca Stekelorum, 2018. "Reversing the business rationale for environmental commitment in banking," Post-Print hal-03542444, HAL.
    15. G. Ezhilarasi & Kailash Chandra Kabra, 2020. "The value relevance of quantitative and qualitative environmental disclosure of polluting companies in India: a static and dynamic panel data evidence," International Journal of Business Environment, Inderscience Enterprises Ltd, vol. 11(2), pages 98-124.
    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. Puertas, Rosa & Carracedo, Patricia & Garcia−Mollá, Marta & Vega, Virginia, 2022. "Analysis of the determinants of market capitalisation: Innovation, climate change policies and business context," Technological Forecasting and Social Change, Elsevier, vol. 179(C).

    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. Zhenkai Yang & Mei-Chih Wang & Tsangyao Chang & Wing-Keung Wong & Fangjhy Li, 2022. "Which Factors Determine CO 2 Emissions in China? Trade Openness, Financial Development, Coal Consumption, Economic Growth or Urbanization: Quantile Granger Causality Test," Energies, MDPI, vol. 15(7), pages 1-18, March.
    2. Kai Cheng & Hsin-Pei Hsueh & Omid Ranjbar & Mei-Chih Wang & Tsangyao Chang, 2021. "Urbanization, coal consumption and CO2 emissions nexus in China using bootstrap Fourier Granger causality test in quantiles," Letters in Spatial and Resource Sciences, Springer, vol. 14(1), pages 31-49, April.
    3. Nazlioglu, Saban & Gupta, Rangan & Gormus, Alper & Soytas, Ugur, 2020. "Price and volatility linkages between international REITs and oil markets," Energy Economics, Elsevier, vol. 88(C).
    4. Ali, Adnan & Ramakrishnan, Suresh & Faisal,, 2022. "Financial development and natural resources. Is there a stock market resource curse?," Resources Policy, Elsevier, vol. 75(C).
    5. Liliana Nicoleta Simionescu & Ștefan Cristian Gherghina & Ziad Sheikha & Hiba Tawil, 2020. "Does Water, Waste, and Energy Consumption Influence Firm Performance? Panel Data Evidence from S&P 500 Information Technology Sector," IJERPH, MDPI, vol. 17(14), pages 1-31, July.
    6. Antonio Fabio Forgione & Issam Laguir & Raffaele Staglianò, 2020. "Effect of corporate social responsibility scores on bank efficiency: The moderating role of institutional context," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(5), pages 2094-2106, September.
    7. Rizwan Raheem Ahmed & Grigorios L. Kyriakopoulos & Dalia Streimikiene & Justas Streimikis, 2021. "Drivers of Proactive Environmental Strategies: Evidence from the Pharmaceutical Industry of Asian Economies," Sustainability, MDPI, vol. 13(16), pages 1-28, August.
    8. Tomiwa Sunday Adebayo & Mehmet Ağa, 2022. "The Race to Zero Emissions in MINT Economies: Can Economic Growth, Renewable Energy and Disintegrated Trade Be the Path to Carbon Neutrality?," Sustainability, MDPI, vol. 14(21), pages 1-20, October.
    9. Nazlioglu, Saban & Gupta, Rangan & Bouri, Elie, 2020. "Movements in international bond markets: The role of oil prices," International Review of Economics & Finance, Elsevier, vol. 68(C), pages 47-58.
    10. Omaima A.G. Hassan & Peter Romilly, 2018. "Relations between corporate economic performance, environmental disclosure and greenhouse gas emissions: New insights," Business Strategy and the Environment, Wiley Blackwell, vol. 27(7), pages 893-909, November.
    11. Atanu Ghoshray & Yurena Mendoza & Mercedes Monfort & Javier Ordoñez, 2018. "Re-assessing causality between energy consumption and economic growth," PLOS ONE, Public Library of Science, vol. 13(11), pages 1-15, November.
    12. Eng, Li Li & Fikru, Mahelet G. & Vichitsarawong, Thanyaluk, 2021. "The impact of toxic chemical releases and their management on financial performance," Advances in accounting, Elsevier, vol. 53(C).
    13. Yingzhuo Yu & Cesar Escalante & Xiaohui Deng & Jack Houston & Lewell Gunter, 2011. "Analysing scale and scope specialization efficiencies of US agricultural and nonagricultural banks using the Fourier flexible functional form," Applied Financial Economics, Taylor & Francis Journals, vol. 21(15), pages 1103-1116.
    14. Bai Xue & Zhuang Zhang & Pingli Li, 2020. "Corporate environmental performance, environmental management and firm risk," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1074-1096, March.
    15. Issam Laguir & Rebecca Stekelorum & Lamia Laguir & Raffaele Staglianò, 2021. "Managing corporate social responsibility in the bank sector: A fuzzy and disaggregated approach," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(4), pages 1324-1334, July.
    16. Stephen Bahadar & Muhammad Nadeem & Rashid Zaman, 2023. "Toxic chemical releases and idiosyncratic return volatility: A prospect theory perspective," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(2), pages 2109-2143, June.
    17. Durusu-Ciftci, Dilek & Soytas, Ugur & Nazlioglu, Saban, 2020. "Financial development and energy consumption in emerging markets: Smooth structural shifts and causal linkages," Energy Economics, Elsevier, vol. 87(C).
    18. Samy Garas & Osama El-Temtamy, 2020. "The “simultaneous cycle” between corporate social responsibility and firms’ financial performance," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 17(2), pages 39-50, September.
    19. Christian Schwens & Marcus Wagner, 2019. "The role of firm-internal corporate environmental standards for organizational performance," Journal of Business Economics, Springer, vol. 89(7), pages 823-843, September.
    20. Kirikkaleli, Dervis, 2023. "Resource efficiency, energy productivity, and environmental quality in Japan," Resources Policy, Elsevier, vol. 85(PB).

    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:jecomi:v:9:y:2021:i:2:p:85-:d:564160. 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.