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Examining the impact of ICT, human capital and carbon emissions: Evidence from the ASEAN economies

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  • Haini, Hazwan

Abstract

This study examines the effect of ICT and human capital on carbon emissions in the ASEAN economies from 1996 to 2019 using panel estimators. The region has implemented several joint-policies on climate change and ICT sector development. On the one hand, ICT can help reduce carbon emissions through innovative clean technology; however, there are concerns about the production and disposal of ICT. Meanwhile, human capital formation can increase carbon emissions as it indirectly affects growth; yet human capital can enhance the absorptive capacity of an economy and enhance the effectiveness of ICT technologies to reduce potentially emissions. Results show that ICT reduce carbon emissions while human capital formation increases it. However, the results vary when examining the impact of ICT and human capital on carbon emissions from manufacturing, residential, transport and other industries: ICT consistently reduces carbon emissions; meanwhile, human capital decreases carbon emissions for manufacturing and other industries. Subsequently, ASEAN policymakers should develop the ICT infrastructure in order to support the reduction of carbon emissions.

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  • Haini, Hazwan, 2021. "Examining the impact of ICT, human capital and carbon emissions: Evidence from the ASEAN economies," International Economics, Elsevier, vol. 166(C), pages 116-125.
    • Handle: RePEc:eee:inteco:v:166:y:2021:i:c:p:116-125
    DOI: 10.1016/j.inteco.2021.03.003
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    1. Tsangyao Chang & Hsiao-Ping Chu & Wen-Yi Chen, 2013. "Energy consumption and economic growth in 12 Asian countries: panel data analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 20(3), pages 282-287, February.
    2. Duc Khuong Nguyen & Benoît Sévi & Bo Sjö & Gazi Salah Uddin, 2017. "The role of trade openness and investment in examining the energy-growth-pollution nexus: empirical evidence for China and India," Applied Economics, Taylor & Francis Journals, vol. 49(40), pages 4083-4098, August.
    3. Hazwan Haini, 2020. "Examining the relationship between finance, institutions and economic growth: evidence from the ASEAN economies," Economic Change and Restructuring, Springer, vol. 53(4), pages 519-542, November.
    4. Andrei Shleifer & Florencio Lopez-de-Silanes & Rafael La Porta, 2008. "The Economic Consequences of Legal Origins," Journal of Economic Literature, American Economic Association, vol. 46(2), pages 285-332, June.
    5. Asongu, Simplice A. & Le Roux, Sara & Biekpe, Nicholas, 2017. "Environmental degradation, ICT and inclusive development in Sub-Saharan Africa," Energy Policy, Elsevier, vol. 111(C), pages 353-361.
    6. Nina Czernich & Oliver Falck & Tobias Kretschmer & Ludger Woessmann, 2011. "Broadband Infrastructure and Economic Growth," Economic Journal, Royal Economic Society, vol. 121(552), pages 505-532, May.
    7. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    8. Esso, Loesse Jacques & Keho, Yaya, 2016. "Energy consumption, economic growth and carbon emissions: Cointegration and causality evidence from selected African countries," Energy, Elsevier, vol. 114(C), pages 492-497.
    9. Panayiotis Tzeremes, 2018. "Revisiting the energy consumption–economic growth causal relationships in tails," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 45(5), pages 898-909, October.
    10. Zhang, ZhongXiang, 2008. "Asian energy and environmental policy: Promoting growth while preserving the environment," Energy Policy, Elsevier, vol. 36(10), pages 3905-3924, October.
    11. Tamazian, Artur & Bhaskara Rao, B., 2010. "Do economic, financial and institutional developments matter for environmental degradation? Evidence from transitional economies," Energy Economics, Elsevier, vol. 32(1), pages 137-145, January.
    12. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    13. 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.
    14. Li, Ke & Lin, Boqiang, 2016. "Impact of energy technology patents in China: Evidence from a panel cointegration and error correction model," Energy Policy, Elsevier, vol. 89(C), pages 214-223.
    15. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    16. He, Jie & Richard, Patrick, 2010. "Environmental Kuznets curve for CO2 in Canada," Ecological Economics, Elsevier, vol. 69(5), pages 1083-1093, March.
    17. Saboori, Behnaz & Sulaiman, Jamalludin, 2013. "CO2 emissions, energy consumption and economic growth in Association of Southeast Asian Nations (ASEAN) countries: A cointegration approach," Energy, Elsevier, vol. 55(C), pages 813-822.
    18. Apergis, Nicholas & Payne, James E., 2010. "Coal consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(3), pages 1353-1359, March.
    19. Le, Thai-Ha & Quah, Euston, 2018. "Income level and the emissions, energy, and growth nexus: Evidence from Asia and the Pacific," International Economics, Elsevier, vol. 156(C), pages 193-205.
    20. Stern, David I., 1993. "Energy and economic growth in the USA : A multivariate approach," Energy Economics, Elsevier, vol. 15(2), pages 137-150, April.
    21. Sadorsky, Perry, 2012. "Energy consumption, output and trade in South America," Energy Economics, Elsevier, vol. 34(2), pages 476-488.
    22. Fang, Zheng & Chen, Yang, 2017. "Human capital and energy in economic growth – Evidence from Chinese provincial data," Energy Economics, Elsevier, vol. 68(C), pages 340-358.
    23. Zhou, Xiaoyong & Zhou, Dequn & Wang, Qunwei & Su, Bin, 2019. "How information and communication technology drives carbon emissions: A sector-level analysis for China," Energy Economics, Elsevier, vol. 81(C), pages 380-392.
    24. Amri, Fethi & Zaied, Younes Ben & Lahouel, Bechir Ben, 2019. "ICT, total factor productivity, and carbon dioxide emissions in Tunisia," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 212-217.
    25. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    26. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(1), pages 656-660, January.
    27. Dipa Adhikari & Yanying Chen, 2013. "Energy Consumption and Economic Growth: A Panel Cointegration Analysis for Developing Countries," Review of Economics & Finance, Better Advances Press, Canada, vol. 3, pages 68-80, May.
    28. Stern, David I., 2000. "A multivariate cointegration analysis of the role of energy in the US macroeconomy," Energy Economics, Elsevier, vol. 22(2), pages 267-283, April.
    29. Danish & Jianwu Zhang & Bo Wang & Zahid Latif, 2019. "Towards cross‐regional sustainable development: The nexus between information and communication technology, energy consumption, and CO2 emissions," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(5), pages 990-1000, September.
    30. Rabiul Islam & Ahmad Bashawir Abdul Ghani, 2018. "Link among energy consumption, carbon dioxide emission, economic growth, population, poverty, and forest area," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 45(2), pages 275-285, February.
    31. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    32. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    33. Hazwan Haini, 2019. "Internet penetration, human capital and economic growth in the ASEAN economies: evidence from a translog production function," Applied Economics Letters, Taylor & Francis Journals, vol. 26(21), pages 1774-1778, December.
    34. Zhu, Huiming & Duan, Lijun & Guo, Yawei & Yu, Keming, 2016. "The effects of FDI, economic growth and energy consumption on carbon emissions in ASEAN-5: Evidence from panel quantile regression," Economic Modelling, Elsevier, vol. 58(C), pages 237-248.
    35. Feuerriegel, Stefan & Bodenbenner, Philipp & Neumann, Dirk, 2016. "Value and granularity of ICT and smart meter data in demand response systems," Energy Economics, Elsevier, vol. 54(C), pages 1-10.
    36. Eric Williams, 2011. "Environmental effects of information and communications technologies," Nature, Nature, vol. 479(7373), pages 354-358, November.
    37. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    38. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    39. Niebel, Thomas, 2018. "ICT and economic growth – Comparing developing, emerging and developed countries," World Development, Elsevier, vol. 104(C), pages 197-211.
    40. Inglesi-Lotz, Roula, 2016. "The impact of renewable energy consumption to economic growth: A panel data application," Energy Economics, Elsevier, vol. 53(C), pages 58-63.
    41. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    42. Yoo, S.-H., 2006. "The causal relationship between electricity consumption and economic growth in the ASEAN countries," Energy Policy, Elsevier, vol. 34(18), pages 3573-3582, December.
    43. Thavasi, V. & Ramakrishna, S., 2009. "Asia energy mixes from socio-economic and environmental perspectives," Energy Policy, Elsevier, vol. 37(11), pages 4240-4250, November.
    44. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    45. Nasreen, Samia & Anwar, Sofia, 2014. "Causal relationship between trade openness, economic growth and energy consumption: A panel data analysis of Asian countries," Energy Policy, Elsevier, vol. 69(C), pages 82-91.
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    More about this item

    Keywords

    CO2 emissions; ICT; Economic development; ASEAN; Human capital;
    All these keywords.

    JEL classification:

    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

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