The DOI matches its Crossref record; 87 of the 87 references it cites were found in a registry or an index.
From nonrenewable to renewable energy and its impact on economic growth: The role of research & development expenditures in Asia-Pacific Economic Cooperation countries
Abstract
Abstract This study disaggregates energy, i.e. non-renewable and renewable energy consumption, and investigates its effect on economic growth. The period of 1990–2015 is used to examine Asia-Pacific Economic Cooperation (APEC) countries. This paper determines the cross-sectional dependence and employs a second-generation panel unit root test for precise estimation. Westerlund cointegration test is used to examine the long-run equilibrium relationship between the variables and confirm the presence of cointegration in the long run. The Continuously Updated Fully Modified Ordinary Least Square (CUP-FM) approaches are applied to investigate long-term output elasticities between the variables. The results show the stimulating role of energy (renewable and nonrenewable) consumption in economic growth. Research and development expenditures and trade openness have a positive effect on economic growth. Moreover, the time series individual country analysis also confirms that renewable energy has a positive impact on economic growth. The heterogenous causality analysis reveals the feedback effect, i.e., bidirectional causal associations among economic growth, renewable energy consumption, and nonrenewable energy consumption. This empirical evidence suggests that countries should increase investment in renewable energy sectors and plan for development in renewable energy for sustainable energy growth.
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Cites
A contribution to the theory of economic growth
Solow, R. M. (1956) · The Quarterly Journal of Economics · doi:10.2307/1884513 · Cited by 24,483
Increasing returns and long-run growth
Romer, P. M. (1986) · Journal of Political Economy · doi:10.1086/261420 · Cited by 20,149
A simple panel unit root test in the presence of cross‐section dependence
Pesaran, M. H. (2007) · Journal of Applied Econometrics · doi:10.1002/jae.951 · Cited by 12,787
The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics
Breusch, T. S., & Pagan, A. R. (1980) · The Review of Economic Studies · doi:10.2307/2297111 · Cited by 8,982
General Diagnostic Tests for Cross Section Dependence in Panels
Pesaran, M. H. (2004) · doi:10.2139/ssrn.572504 · Cited by 8,738
Testing for Error Correction in Panel Data*
Westerlund, J. (2007) · Oxford Bulletin of Economics and Statistics · doi:10.1111/j.1468-0084.2007.00477.x · Cited by 6,113
Testing for Granger non-causality in heterogeneous panels
Dumitrescu, E.-I., & Hurlin, C. (2012) · Economic Modelling · doi:10.1016/j.econmod.2012.02.014 · Cited by 5,922
The Origins of Endogenous Growth
Romer, P. M. (1994) · Journal of Economic Perspectives · doi:10.1257/jep.8.1.3 · Cited by 3,783
Renewable energy resources: current status, future prospects and their enabling technology
Ellabban, O., Abu-Rub, H., & Blaabjerg, F. (2014) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2014.07.113 · Cited by 3,134
Renewable energy consumption and economic growth: Evidence from a panel of OECD countries
Apergis, N., & Payne, J. E. (2010) · Energy Policy · doi:10.1016/j.enpol.2009.09.002 · Cited by 1,622
Cited by
Abbasi, K. R., Shahbaz, M., Zhang, J., Irfan, M., & Alvarado, R. (2022) · Renewable Energy · doi:10.1016/j.renene.2022.01.066 · Cited by 848
Self-citationAhmed, Z., Zafar, M. W., Ali, S., & Danish (2020) · Sustainable Cities and Society · doi:10.1016/j.scs.2020.102064 · Cited by 615
Self-citationThe nexus between urbanization, renewable energy, trade, and ecological footprint in ASEAN countries
Nathaniel, S., & Khan, S. A. R. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2020.122709 · Cited by 594
Zafar, M. W., Shahbaz, M., Sinha, A., Sengupta, T., & Qin, Q. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2020.122149 · Cited by 452
Self-citationZafar, M. W., Saud, S., & Hou, F. (2019) · Environmental Science and Pollution Research · doi:10.1007/s11356-019-04761-7 · Cited by 316
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Metadata
- Authors
- Zafar, M. W., Shahbaz, M., Hou, F., & Sinha, A.
- Venue
- Journal of Cleaner Production
- Publisher
- Elsevier BV
- Published
- 2019-03
- Volume
- 212
- Pages
- 1166-1178
- ISSN
- 0959-6526 (ISSN-L)
- OpenAlex
- W2903859817
- Cited by
- 517
- References
- 87
- FWCI
- 76.36
- Type
- journal article
- Language
- en
- Open access
- closed
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- Zafar, M. W., Shahbaz, M., Hou, F., & Sinha, A. (2019). From nonrenewable to renewable energy and its impact on economic growth: The role of research & development expenditures in Asia-Pacific Economic Cooperation countries. Journal of Cleaner Production. https://doi.org/10.1016/j.jclepro.2018.12.081
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
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