IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i14p5560-d382702.html
   My bibliography  Save this article

Time Series Analysis for the Dynamic Relationship between an Enterprise’s Business Growth and Carbon Emission in Taiwan

Author

Listed:
  • Yu-Jia Ding

    (Department of Logistics Management, National Defense University, Taipei 112, Taiwan)

  • Pi-Chu Wu

    (Department of Logistics Management, National Defense University, Taipei 112, Taiwan)

  • Yu-Hui Lian

    (Department of Logistics Management, National Defense University, Taipei 112, Taiwan)

Abstract

Since the Paris Agreement came into effect in 2016, governments worldwide have established goals for future carbon emission reduction. Enterprises and governments have begun to pay attention to the management of carbon emission. This study explored the dynamic relationship between business growth and carbon emission performance by constructing and using a time series model to predict the trend of carbon emission. The time series method (ADF unit root test, cointegration test and VAR model etc.) was adopted to investigate 805 companies listed on the Taiwan Stock Exchange from 2012 to 2017 as the sample of this study. The carbon emission performance variables include: total carbon emission, annual increase of carbon emission, and annual increase rate of carbon emission. The business growth variables include: growth rate, stability of growth, and years of establishment. The results showed a long-term dynamic relationship between business growth and carbon emission performance. Therefore, using the time series method can assist enterprises in developing green strategies, strengthen carbon emission prediction and management capacities, reduce operating costs and risks, and actively achieve the ideal of sustainable development.

Suggested Citation

  • Yu-Jia Ding & Pi-Chu Wu & Yu-Hui Lian, 2020. "Time Series Analysis for the Dynamic Relationship between an Enterprise’s Business Growth and Carbon Emission in Taiwan," Sustainability, MDPI, vol. 12(14), pages 1-12, July.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:14:p:5560-:d:382702
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/14/5560/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/12/14/5560/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Danchi Tan & Joseph T. Mahoney, 2007. "The dynamics of Japanese firm growth in U.S. Industries: The Penrose effect," Management International Review, Springer, vol. 47(2), pages 259-279, March.
    2. Wim Naudé, 2011. "Climate Change and Industrial Policy," Sustainability, MDPI, vol. 3(7), pages 1-19, July.
    3. Sonia Irshad Mari & Young Hae Lee & Muhammad Saad Memon, 2014. "Sustainable and Resilient Supply Chain Network Design under Disruption Risks," Sustainability, MDPI, vol. 6(10), pages 1-21, September.
    4. R. H. Coase, 2013. "The Problem of Social Cost," Journal of Law and Economics, University of Chicago Press, vol. 56(4), pages 837-877.
    5. Cairns, Robert D. & Lasserre, Pierre, 2006. "Implementing carbon credits for forests based on green accounting," Ecological Economics, Elsevier, vol. 56(4), pages 610-621, April.
    6. Massimo Tavoni & Shoibal Chakravarty & Robert Socolow, 2012. "Safe vs. Fair: A Formidable Trade-off in Tackling Climate Change," Sustainability, MDPI, vol. 4(2), pages 1-17, February.
    7. Iwata, Hiroki & Okada, Keisuke, 2011. "How does environmental performance affect financial performance? Evidence from Japanese manufacturing firms," Ecological Economics, Elsevier, vol. 70(9), pages 1691-1700, July.
    8. Robert Engle & Clive Granger, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    9. Dunne, Paul & Hughes, Alan, 1994. "Age, Size, Growth and Survival: UK Companies in the 1980s," Journal of Industrial Economics, Wiley Blackwell, vol. 42(2), pages 115-140, June.
    10. Hopwood, Anthony G., 2009. "Accounting and the environment," Accounting, Organizations and Society, Elsevier, vol. 34(3-4), pages 433-439, April.
    11. Slater, Martin, 1980. "The Managerial Limitation to the Growth of Firms," Economic Journal, Royal Economic Society, vol. 90(3593), pages 520-528, September.
    12. Mari, Sonia Irshad & Lee, Young Hae & Memon, Muhammad Saad & Cho, Su Yeon, 2014. "A Three-level Sustainable and Resilient Supply Chain Network Design under Disruption," MPRA Paper 58228, University Library of Munich, Germany.
    13. Contrafatto, Massimo, 2014. "The institutionalization of social and environmental reporting: An Italian narrative," Accounting, Organizations and Society, Elsevier, vol. 39(6), pages 414-432.
    14. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    15. Yuyang Yu & Jing Li & Zixiang Zhou & Li Zeng & Cheng Zhang, 2019. "Estimation of the Value of Ecosystem Carbon Sequestration Services under Different Scenarios in the Central China (the Qinling-Daba Mountain Area)," Sustainability, MDPI, vol. 12(1), pages 1-18, December.
    16. William Nordhaus, 2014. "Estimates of the Social Cost of Carbon: Concepts and Results from the DICE-2013R Model and Alternative Approaches," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 1(1), pages 000.
    17. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    18. Sreekanth, K.J., 2016. "Review on integrated strategies for energy policy planning and evaluation of GHG mitigation alternatives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 64(C), pages 837-850.
    19. Kyle W. Knight & Juliet B. Schor, 2014. "Economic Growth and Climate Change: A Cross-National Analysis of Territorial and Consumption-Based Carbon Emissions in High-Income Countries," Sustainability, MDPI, vol. 6(6), pages 1-10, June.
    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. Georgiana Moiceanu & Mirela Nicoleta Dinca, 2021. "Climate Change-Greenhouse Gas Emissions Analysis and Forecast in Romania," Sustainability, MDPI, vol. 13(21), pages 1-21, November.
    2. Li, Yueqi & Liu, Huwen & Kim, Youngbae & Lee, Hae Young, 2024. "Focus on the impact and predictive analysis of digitalization and green finance on the transformation of mineral and energy companies," Finance Research Letters, Elsevier, vol. 59(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. Zheng, Li & Abbasi, Kashif Raza & Salem, Sultan & Irfan, Muhammad & Alvarado, Rafael & Lv, Kangjuan, 2022. "How technological innovation and institutional quality affect sectoral energy consumption in Pakistan? Fresh policy insights from novel econometric approach," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    2. M. T. Alguacil & V. Orts, 2003. "Inward Foreign Direct Investment and Imports in Spain," International Economic Journal, Taylor & Francis Journals, vol. 17(3), pages 19-38.
    3. repec:diw:diwwpp:dp982 is not listed on IDEAS
    4. Ericsson, Neil R & Hendry, David F & Mizon, Grayham E, 1998. "Exogeneity, Cointegration, and Economic Policy Analysis," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(4), pages 370-387, October.
    5. B. Faye & E. Le Fur & S. Prat, 2015. "Dynamics of fine wine and asset prices: evidence from short- and long-run co-movements," Applied Economics, Taylor & Francis Journals, vol. 47(29), pages 3059-3077, June.
    6. Rault, Christophe, 2005. "Further Results on Weak Exogeneity in Vector Error Correction Models," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 25(2), November.
    7. Paresh Kumar Narayan & Russell Smyth, 2003. "Attendance and pricing at sporting events: empirical results from Granger Causality Tests for the Melbourne Cup," Applied Economics, Taylor & Francis Journals, vol. 35(15), pages 1649-1657.
    8. Daniel, Betty C. & Shiamptanis, Christos, 2013. "Pushing the limit? Fiscal policy in the European Monetary Union," Journal of Economic Dynamics and Control, Elsevier, vol. 37(11), pages 2307-2321.
    9. repec:zbw:rwirep:0171 is not listed on IDEAS
    10. Man-Keun Kim & Kangil Lee, 2015. "Dynamic Interactions between Carbon and Energy Prices in the U.S. Regional Greenhouse Gas Initiative," International Journal of Energy Economics and Policy, Econjournals, vol. 5(2), pages 494-501.
    11. Adrian C. Darnell, 1994. "A Dictionary Of Econometrics," Books, Edward Elgar Publishing, number 118, March.
    12. Gunnar Bårdsen & Kjersti-Gro Lindquist & Dimitrios P. Tsomocos, 2012. "Evaluation of Macroeconomic Models for Financial Stability Analysis," Chapters, in: The Challenge of Financial Stability, chapter 3, pages 32-58, Edward Elgar Publishing.
    13. Webber, A., 1999. "Dynamic and Long Run Responses of Import Prices to the Exchange Rate in the Asia-Pacific," Economics Working Papers WP99-11, School of Economics, University of Wollongong, NSW, Australia.
    14. Climent, Francisco & Meneu, Vicente, 2003. "Has 1997 Asian crisis increased information flows between international markets," International Review of Economics & Finance, Elsevier, vol. 12(1), pages 111-143.
    15. Banerjee, Anindya & Mizen, Paul & Russell, Bill, 2007. "Inflation, relative price variability and the markup: Evidence from the United States and the United Kingdom," Economic Modelling, Elsevier, vol. 24(1), pages 82-100, January.
    16. Nigel Driffield, 1999. "Regulation of the Petrol Industry in the UK: Issues and Evidence," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 6(3), pages 349-365.
    17. Abel Mayeyenda, 1997. "Détermination de la structure des taux d'intérêt : Une analyse empirique," Cahiers de recherche CREFE / CREFE Working Papers 49, CREFE, Université du Québec à Montréal.
    18. Betty C. Daniel & Christos Shiamptanis, 2008. "Fiscal policy in the European Monetary Union," International Finance Discussion Papers 961, Board of Governors of the Federal Reserve System (U.S.).
    19. Mustofa Usman & Luvita Loves & Edwin Russel & Muslim Ansori & Warsono Warsono & Widiarti Widiarti & Wamiliana Wamiliana, 2022. "Analysis of Some Energy and Economics Variables by Using VECMX Model in Indonesia," International Journal of Energy Economics and Policy, Econjournals, vol. 12(2), pages 91-102, March.
    20. Ansgar Belke & Robert Czudaj, 2010. "Is Euro Area Money Demand (Still) Stable? Cointegrated VAR Versus Single Equation Techniques," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 56(4), pages 285-315.
    21. Le Fur, Eric, 2020. "Dynamics of the global fine art market prices," The Quarterly Review of Economics and Finance, Elsevier, vol. 76(C), pages 167-180.
    22. Magali JAOUL-GRAMMARE, 2014. "Prestige social des professions et substituabilité des filières universitaires en France au XXème siècle," Economies et Sociétés (Serie 'Histoire Economique Quantitative'), Association Française de Cliométrie (AFC), issue 49, pages 1309-1333, Août.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    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:gam:jsusta:v:12:y:2020:i:14:p:5560-:d:382702. 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.