This study analyzes the causal associations between economic growth (GDP) and biomass energy consumption (BIO) in the US, UK, and BRICS countries for the period 1990 to 2020 in time–frequency space. The use of wavelets is what distinguishes our approach, i.e., cross wavelet transform, wavelet coherence, and the wavelet-based Granger causality method proposed by Olayeni (2016), which quantifies the causal associations in the time–frequency space. The results uncover that the causal relationships between GDP and BIO are not uniform across time and frequency. In fact, there is a positive relationship between GDP and BIO indicators in the BRICS countries in the medium and long term and in the USA and UK in the short term throughout the research period. In addition, a bidirectional causal effect between GDP and BIO exists in China, Brazil, and India, while there is no long-run causal relationship between GDP and BIO in India and South Africa. The causal impacts of economic growth on biomass energy usage are more pronounced in these countries than in the opposite direction, especially over longer time horizons. The key conclusion is that these countries should boost their biomass energy consumption to promote economic growth and reduce energy reliance.
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Ocean Univ China, Sch Management, Qingdao 266000, Shandong, Peoples R ChinaOcean Univ China, Sch Management, Qingdao 266000, Shandong, Peoples R China
Wang, Junqi
ul Abidin, Rana Zain
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Univ South Asia Lahore, Dept Business Adm, Lahore, PakistanOcean Univ China, Sch Management, Qingdao 266000, Shandong, Peoples R China
ul Abidin, Rana Zain
Afshan, Sahar
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Sunway Univ, Sunway Business Sch, Dept Econ & Finance, Subang Jaya, Malaysia
Lebanese Amer Univ, Adnan Kassar Sch Business, Beirut, LebanonOcean Univ China, Sch Management, Qingdao 266000, Shandong, Peoples R China
Afshan, Sahar
Miao, Chenglin
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Shandong Technol & Business Univ, Fac Business Adm, Yantai 264005, Shandong, Peoples R ChinaOcean Univ China, Sch Management, Qingdao 266000, Shandong, Peoples R China
Miao, Chenglin
Ullah, Ehsan
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Ural Fed Univ, Grad Sch Econ & Management, Ekaterinburg 620002, RussiaOcean Univ China, Sch Management, Qingdao 266000, Shandong, Peoples R China
Ullah, Ehsan
Cai, Xuesen
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Shandong Technol & Business Univ, Fac Business Adm, Yantai 264005, Shandong, Peoples R ChinaOcean Univ China, Sch Management, Qingdao 266000, Shandong, Peoples R China
机构:
Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
Beijing Inst Technol, Ctr Sustainable Dev & Smart Decis, Beijing 100081, Peoples R ChinaBeijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
Bui, Quocviet
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Wang, Zhaohua
Zhang, Bin
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机构:
Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
Beijing Inst Technol, Ctr Sustainable Dev & Smart Decis, Beijing 100081, Peoples R China
Beijing Inst Technol, Ctr Energy & Environm Policy Res, Beijing 100081, Peoples R China
Sustainable Dev Res Inst Econ & Soc Beijing, Beijing 100081, Peoples R ChinaBeijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
Zhang, Bin
Hoang Phong Le
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机构:
Ho Chi Minh City Univ Law, Dept Finance & Accounting Management, Ho Chi Minh City, VietnamBeijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
Hoang Phong Le
Kim Dung Vu
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Vietnam Natl Econ Univ, Dept Econ, Hanoi, VietnamBeijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China