1. Introduction
Over the past few decades, climate change has been the most serious and challenging environmental issue worldwide, as it has various economic, social, and ecological impacts. With rapid globalisation, economic development, growing population, and financial development, carbon dioxide (CO
2) emissions are also continuously increasing. The increased level of CO
2 emissions is considered the main cause of climate change and global warming; hence, the issue has drawn the attention of researchers, international organisations and policy makers (Rahman
[1]; Acheampong
[2]; Heidari et al.
[3]). According to BP statistics, global CO
2 emissions grew by 1.4% per annum from 2009 to 2019, which creates stern alarm for the living condition of the earth
[4]. Thus, reduction in CO
2 emissions is still a top-most priority for the policy makers, and seeks unanimous and effective steps agglomerating important elements such as energy consumption, economic growth, trade, and financial development in an articulated way.
Therefore, the matter of CO
2 emissions is still a vital area of research to promote environmental quality and sustainable economic development. The dilemma is that CO
2 has negative consequences, but is also directly linked to economic growth and energy consumption (Rahman
[1]; Hossain
[5]). Hence, researchers and policy makers have different opinions in relation to dealing with CO
2 emissions. The general view is that, irrespective of the level of development, each country can attempt to reduce CO
2 emissions as a way to improve environmental quality. Since the consumption of fossil fuels increases CO
2 emissions, the demand for energy can be decreased to mitigate CO
2 emissions (Lamb et al.
[6]; Rahman
[1]; Acheampong
[2]). In contrast, it is also argued that mitigation of CO
2 emissions has macroeconomic costs (Acheampong
[2]; Fan et al.
[7]) and quick implementation of emission reduction policies by reducing energy use will negatively affect economic growth, as energy is a vital factor in the production process (Nain et al.
[8]; Ahmad et al.
[9]; Omri et al.
[10]; Sadorsky
[11][12][11,12]). Many empirical studies such as Shahbaz et al.
[13], Andersson and Karpestam
[14], Wang et al.
[15], and Narayan and Smyth
[16] supported this latter sentiment, implying that emission reductions alone will not bring a positive outcome for sustainable economic growth if low-carbon technologies are not properly developed (Rahman
[1]). These conflicting arguments provide the rationale for further empirical investigation on the links between CO
2 emissions, energy consumption, and economic growth to ease the current debate on economic, environmental, and energy conservation policies, and help in achieving sustainable economic development.
Financial development in both developed and developing countries is rapidly occurring, with the increase in economic growth. Many scholars and policy makers consider the financial sector as a vital element for ensuring economic growth (Goldsmith
[17]; McKinnon
[18]; King and Levine
[19]). The improvement of the financial sector can also affect CO
2 emissions by stimulating different developmental activities. If financial development is identified to be a significant variable affecting CO
2 emissions, this will have important implications in climate change and sustainable development policies (Shen et al.
[20]; Wang et al.
[21]). Therefore, it is logical to include financial development as a significant variable in any investigation of the nexus between energy use, economic growth, and CO
2 emissions.
Furthermore, international trade is also connected to energy consumption and CO
2 emissions (Rahman
[1]). Nasir and Rehman
[22] and Haq et al.
[23] viewed trade as a significant variable for environmental quality, and the former found detrimental effects of trade to the environment while the latter considers that environmental quality may be improved if environmentally friendly commodities are traded. On the other hand, the study of Rahman and Mamun
[24] found no nexus between international trade and energy consumption in Australia. Given this controversy, it is still important to consider trade as an explanatory variable in the empirical investigation of CO
2 analysis.
This research, therefore, endeavours to investigate the effects of energy consumption, economic growth, international trade, and financial development on the CO
2 emissions of 17 Asia–Pacific countries. The reasons for selection of Asia–Pacific countries are: (i) the share of CO
2 emissions of this region is 52.4%, which is the highest compared to other regions of the world such as North America (16.6%), Europe (11.2%), the Middle East (6.3%), and Africa (3.7%) in 2020
[4]; (ii) the annual growth rate of CO
2 emissions is also the highest (2.7%) in the Asia–Pacific region in 2020 against the figures of −0.4% for North America, −1.1% for Europe, 2.7% for the Middle East, and 2.0% for Africa
[4]; (iii) the share of energy use of the Asia–Pacific region is also the highest in the world in comparison to other regions; this region used 45.5% of the world’s energy consumption in 2020 against the consumption share of North America (19.4%), Europe (13.9%), the Middle East (6.5%), and Africa (3.3%)
[4]; (iv) the growth rate per annum of energy consumption in 2020 was also the highest (3.3%) in this region compared to North America (0.6%), Europe (−0.2%), the Middle East (3.1%), and Africa (2.5%)
[4]; (v) this region experienced the highest GDP growth rate, which was 5.8% in 2017 (UN
[25]) compared to advanced economies (3.1%), Europe and Central Asia (4.1%), and the Middle East and North Africa (1.2%)
[26]; (vi) the global merchandise trade share of this region was 38.5% in 2017, with the growth rates of exports and imports of 11.5% and 15%, respectively (UN
[27]); and (vii) the regional distribution of domestic credit to private sector (as a proxy of financial development) is 167.08% of GDP
[26].
2. Economic Growth–CO2 Emissions Nexus
This first strand of research explores the linkage between CO
2 emissions (proxy for environmental quality) and economic growth. Basically, this strand explores the evidence of the EKC hypothesis, which describes that CO
2 emissions and growth are positively linked at the early level of development, and when the economy is matured with a fixed level of income, CO
2 emissions start falling with the increase in income as the country is able to buy carbon-friendly technologies. This implies that EKC is an inverted U-shaped, non-linear curve. Many studies (see Rahman
[28][30] and
[1]; Pao et al.
[29][34]; Shahbaz et al.
[30][35]; Dinda and Condoo
[31][36]; Zoundi
[32][37]; Akbostanci et al.
[33][38]; Lean and Smyth
[34][39]; Ozturk and Acaravci
[35][40]; He and Richard
[36][41], Tiwari et al.
[37][42]; Ertugrul et al.
[38][29], among others) tested this hypothesis, but failed to unanimously establish the existence of the EKC hypothesis for all countries. While several of the mentioned studies found the existence of the EKC, including Rahman
[1], Dinda and Condoo
[31][36], He and Richard
[36][41], Akbostanci et al.
[33][38], Ozturk and Acaravci
[35][40], and Pao et al.
[29][34], others found the opposite results: Rahman
[1] found a U-shaped affiliation for Asian populous countries; He and Richard
[36][41], Ozturk and Acaravci
[35][40], Pao et al.
[29][34], and Rahman et al.
[39][32] observed no significant confirmation of the EKC hypothesis for the Canadian economy, Turkey, Russia, and Newly Industrialised countries, respectively. Akbostanci et al.
[33][38], Kashem and Rahman
[40][43], and Rahman and Alam
[41][33], Rahman
[28][30], and Rahman and Vu
[42][44] exposed the growing long-run linear connection between CO
2 emissions and economic growth in Turkey, Bangladesh, top 10 electricity-consuming countries, Australia, and Canada, respectively, whereas the falling effect is also uncovered by Rahman
[43][45] for India. In terms of causal association, the unidirectional causal nexus between economic growth and CO
2 emissions was found by Mbarek et al.
[44][46] for Tunisia, and bidirectional causality was also revealed by Saidi and Rahman
[45][47], and Rahman et al.
[46][48] in four out of five OPEC countries, and five South Asian countries, respectively. Thus, more investigation of the role of economic growth in CO
2 emissions is needed.
3. Economic Growth, Energy Consumption, and CO2 Emissions Nexus
The second strand of research focuses on the dynamic link between CO
2 emissions, economic growth, and energy consumption, and empirical findings are not unanimous in the literature. Among the studies in this group, Alam et al.
[47][49] found bidirectional causality between CO
2 emissions and energy use without any link between CO
2 emissions and economic growth in India. A bidirectional nexus between CO
2 emissions and energy consumption is also confirmed by Alam et al.
[48][50] for Bangladesh, with a unidirectional causality from emissions to economic growth. On the other hand, Shahbaz et al.
[13], Uddin et al.
[49][51], Ang
[50][52], Hossain
[5], Kasman and Duman
[51][53], and Rahman and Kashem
[52][54] established a unidirectional causal link from economic growth to energy use and CO
2 emissions for Malaysia, Indonesia, Japan, the EU member and candidate countries, Sri Lanka, and Bangladesh, correspondingly. Furthermore, no causal link between CO
2 emissions and income and between energy and income is revealed by the study of Soytas et al.
[53][55] for the USA. Li et al.
[54][56] also found that reduction in energy intensity and CO
2 emissions do not significantly hamper economic growth in the case of 20 Asia–Pacific countries, whereas Nyiwul
[55][57] found insignificant association between energy consumption and CO
2 emissions in 10 African countries. Nyiwul
[56][58] also noted that the renewable energy is linked with the climate change concern generated by pollutants such as CO
2 emissions in the Sub-Saharan African countries. Therefore, the further analysis of the role of economic growth and energy consumption on CO2 emissions is essential for better policy making.
4. Trade–CO2 Emissions Nexus
The third strand of research deals with the nexus between trade and CO
2 emissions. Theoretically, the net effect of international trade on CO
2 emissions could either be positive or negative (Rahman
[1]). The positive effect stems from the fact that free trade enables a country to have larger admission to international markets and thus increases the power of the competition and competence to import cleaner and efficient technologies that decrease carbon emissions (Shahbaz et al.
[13]). The counter argument for inverse effects is that trade increases industrial manufacturing activities and depletes natural resources that ultimately worsen environmental quality by increasing CO
2 emissions. The empirical findings of Jebli et al.
[57][59] in 22 Central and South American countries, Halicioglu
[58][60] in Turkey, Tiwari et al.
[37][42] in India, and Mongelli et al.
[59][61] in Italy support the positive effect of international trade on CO
2 emissions. In contrast, the findings of Shahbaz et al.
[60][62] show the negative outcome of trade in Pakistan while no, weak, and inconclusive effects are also revealed by two recent studies of Haug and Ucal
[61][63] and Hasanov et al.
[62][64] in Turkey, and oil exporting countries, respectively. Rahman and Alam
[41][33] observed no impact of trade on CO
2 emissions in Bangladesh. These inconclusive impacts of trade on CO
2 emissions seek more attention.
5. Financial Development–CO2 Emissions Nexus
The fourth strand of research describes the association between financial development and carbon emissions, where the researchers are of different opinions about the linkage. Zhang
[63][65] and Jiang and Ma
[64][66] take the view that financial development generates more CO
2 emissions. Conversely, some other researchers such as Zaidi et al.
[65][67] and Dogan and Seker
[66][68] argue that CO
2 emissions can be reduced with the increase in financial development through the efficient use of developmental process concerning environment. Empirically, the positive consequence of financial development on CO
2 emissions is revealed by Zhang
[63][65] and Shen et al.
[20] in China, Jiang and Ma
[64][66] for 155 countries, Boutabba
[67][69] in India, Ehigiamusoe and Lean
[68][70] in 122 countries, Ali et al.
[69][71] in Nigeria, and Wang et al.
[21] for G7 countries.
In contrast, the negative outcome of financial development on CO
2 emissions is also revealed by Zaidi et al.
[65][67] in APEC countries, Vo and Zaman
[70][72] in 101 countries, Odhiambo
[71][73] in 39 sub-Saharan African (SSA) countries, Dogan and Seker
[66][68] in top renewable energy countries, and Sheraz et al.
[72][74] in G20 countries. Moreover, Ozturk and Acaravci
[73][75] found no linkage between financial development and CO
2 emissions in Turkey.
Table 1 summarises the findings of studies noted in these four strands.
Table 1. Summary of outcomes of previous empirical studies.
First Strand of Research: CO | 2 | Emissions–Economic Growth Nexus |
Authors |
Countries of Study * |
Findings |
Tiwari et al. [37]; Shahbaz et al. [30]; Rahman [28]; Ertugrul et al. [38] | Tiwari et al. [42]; Shahbaz et al. [35]; Rahman [30]; Ertugrul et al. [29] |
India; France; 10 top electricity-consuming countries 10 developing countries |
Existence of EKC |
Ozturk and Acaravci [35]; He and Richard [36]; Zoundi [32]; Rahman et al. [39]; Pao et al. [29] | Ozturk and Acaravci [40]; He and Richard [41]; Zoundi [37]; Rahman et al. [32]; Pao et al. [34] |
Turkey; Canada; 25 African countries; Newly industrialized countries; Russia |
Non-confirmation of EKC |
Rahman [1] |
11 Asian countries |
U-shaped association |
Lean and Smyth [34] | Lean and Smyth [39] |
5 ASEAN countries |
CO | 2 | emissions influence economic growth |
Akbostanci et al. [33]; Kashem and Rahman [40]; Rahman and Alam [41]; Rahman [28], Rahman and Vu [42]; Rahman [43] | Akbostanci et al. [38]; Kashem and Rahman [43]; Rahman and Alam [33]; Rahman [30], Rahman and Vu [44]; Rahman [45] |
Turkey; Bangladesh; top 10 electricity-consuming countries; Australia and Canada; India |
Economic growth affects CO | 2 | emissions |
Dinda and Condoo [31] | Dinda and Condoo [36] |
88 countries |
CO | 2 | emissions and economic growth affect each other |
Mbarek et al. [44]; Saidi and Rahman [45]; Rahman et al. [46] | Mbarek et al. [46]; Saidi and Rahman [47]; Rahman et al. [48] |
Tunisia; 4 out of 5 OPEC countries; 5 South Asian countries |
Unidirectional and bidirectional causal association between economic growth and CO | 2 | emissions |
Second Strand of Research: CO2 Emissions–Economic Growth–Energy Consumption Nexus |
Alam et al. [47]; Alam et al. [48] | Alam et al. [49]; Alam et al. [50] |
India; Bangladesh |
Bidirectional relationship between energy use and CO | 2 | emissions in both countries; no link between CO | 2 | emissions and economic growth in India, but unidirectional association from CO | 2 | emissions to economic growth in Bangladesh |
Uddin et al. [49]; Shahbaz et al. [13]; Ang [50]; Hossain [5]; Kasman and Duman [51]; Soytas et al. [53]; Rahman and Kashem [52] | Uddin et al. [51]; Shahbaz et al. [13]; Ang [52]; Hossain [5]; Kasman and Duman [53]; Soytas et al. [55]; Rahman and Kashem [54] |
Sri Lanka; Indonesia; Malaysia; Japan; the EU member and Candidate countries; the USA; Bangladesh |
Unidirectional causal association from economic growth to energy consumption and CO | 2 | emissions |
Soytas et al. [53] | Soytas et al. [55] |
The USA |
No causal link between economic growth and energy use, and between economic growth and CO | 2 | emissions |
Li et al. [54] | Li et al. [56] |
20 Asia–Pacific countries |
The reduction in energy intensity and CO | 2 | emissions do not significantly hamper economic growth |
Nyiwul [55] | Nyiwul [57] |
10 African countries |
Insignificant association between energy consumption and CO | 2 | emissions |
Nyiwul [56] | Nyiwul [58] |
Sub-Sahara African countries |
The renewable energy is linked with the climate change concern generated by pollutants such as CO | 2 | emissions |
Third Strand of Research: CO2 Emissions–International Trade Nexus |
Jebli et al. [57]; Mongelli et al. [59]; Tiwari et al. [37]; Halicioglu [58] | Jebli et al. [59]; Mongelli et al. [61]; Tiwari et al. [42]; Halicioglu [60] |
22 Central and South American countries; Italy; India; Turkey |
Positive effect of trade on CO | 2 | emissions |
Shahbaz et al. [60] | Shahbaz et al. [62] |
Pakistan |
Negative impact of trade on CO | 2 | emissions |
Hasanov et al. [62]; Rahman and Alam [41] | Hasanov et al. [64]; Rahman and Alam [33] |
Oil exporting countries; Bangladesh |
No effects of trade on CO | 2 | emissions |
Haug and Ucal [61] | Haug and Ucal [63] |
Turkey |
Inconclusive results |
Fourth Strand of Research: CO2 Emissions–Financial Development Nexus |
Zhang [63]; Shen et al. [20]; Jiang and Ma [64]; Boutabba [67]; Ehigiamusoe and Lean [68]; Ali et al. [69]; Wang et al. [21] | Zhang [65]; Shen et al. [20]; Jiang and Ma [66]; Boutabba [69]; Ehigiamusoe and Lean [70]; Ali et al. [71]; Wang et al. [21] |
China; China; 155 countries; India; 122 countries; Nigeria; G7 countries. |
Positive effect of financial development on CO | 2 | emissions |
Zaidi et al. [65]; Dogan and Seker [66]; Vo and Zaman [70]; Odhiambo [73]; Sheraz et al. [72] | Zaidi et al. [67]; Dogan and Seker [68]; Vo and Zaman [72]; Odhiambo [75]; Sheraz et al. [74] |
APEC countries; top renewable energy countries; 101 countries; 39 Sub-Saharan African (SSA) countries; G20 countries |
Negative effect of financial development on CO | 2 | emissions |
Ozturk and Acaravci [73] | Ozturk and Acaravci [75] |
Turkey |
No link |
* Following the authors, countries of studies are noted, respectively.
Clearly, the existing empirical findings on the link between CO
2 emissions and other variables are diversified, and the researchers disagree not only about the presence of the link but also about the direction of causality direction between the variables. The root cause of inconclusive results is because of the differences in the use of data periods, methodological approaches, and country/region heterogeneity. Therefore, research on this important issue with updated data and improved methodology will continue and is justified. To address the issue, the combined effect of energy consumption, economic growth, trade, and financial development on CO
2 emissions in the Asia–Pacific regions is quite vital as it has not been discussed in the past literature.