Pharmaceutical industry;
Environmental performance;
Intelligent manufacturing;
BIG DATA;
MARKET;
D O I:
10.1016/j.energy.2024.132953
中图分类号:
O414.1 [热力学];
学科分类号:
摘要:
The pharmaceutical industry's historical extensive pollution emissions have caused severe environmental issues. In the context of the evolving intelligent age, it is urgent to investigate the potential of intelligent manufacturing in improving the environmental performance of the pharmaceutical industry. Our study employs panel data from 110 publicly listed pharmaceutical enterprises covering the period from 2012 to 2020 to assess the impact of intelligent manufacturing on the environmental performance of the pharmaceutical sector. The results reveal a substantial positive effect of intelligent manufacturing on the environmental performance of these enterprises. Additionally, we identify three primary mechanisms for this enhancement: supply chain optimization, the emergence of technological innovations, and structural optimization. A notable observation is that enterprises not certified in environmental management systems or operating within highly competitive markets exhibit a greater potential for enhancing their environmental performance. Drawing upon these insights, our study proposes detailed policy recommendations to leverage intelligent manufacturing for the sustainable progression of the pharmaceutical industry.
机构:
Guangdong Univ Finance, Coll Econ & Trade, Guangzhou, Guangdong, Peoples R ChinaGuangdong Univ Finance, Coll Econ & Trade, Guangzhou, Guangdong, Peoples R China
Li, Wenxiu
Cai, Jiajie
论文数: 0引用数: 0
h-index: 0
机构:
Guangdong Univ Finance, Coll Financial Math & Stat, Guangzhou, Guangdong, Peoples R ChinaGuangdong Univ Finance, Coll Econ & Trade, Guangzhou, Guangdong, Peoples R China
Cai, Jiajie
Zhu, Yanwan
论文数: 0引用数: 0
h-index: 0
机构:
South China Normal Univ, Coll Econ & Management, Guangzhou, Guangdong, Peoples R ChinaGuangdong Univ Finance, Coll Econ & Trade, Guangzhou, Guangdong, Peoples R China
Zhu, Yanwan
Li, Jianxin
论文数: 0引用数: 0
h-index: 0
机构:
Guangdong Univ Finance, Coll Econ & Trade, Guangzhou, Guangdong, Peoples R ChinaGuangdong Univ Finance, Coll Econ & Trade, Guangzhou, Guangdong, Peoples R China
Li, Jianxin
Li, Zhenwu
论文数: 0引用数: 0
h-index: 0
机构:
Guangdong Univ Finance, Coll Int Educ, Guangzhou, Guangdong, Peoples R ChinaGuangdong Univ Finance, Coll Econ & Trade, Guangzhou, Guangdong, Peoples R China
机构:
Univ Int Business & Econ, Sch Int Trade & Econ, Beijing, Peoples R ChinaUniv Int Business & Econ, Sch Int Trade & Econ, Beijing, Peoples R China
Liu, Mengdi
Zhang, Bing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jinan, Sch Business, Jinan, Peoples R China
Univ Jinan, Inst Green Dev, Jinan, Peoples R China
Nanjing Univ, Sch Environm, State Key Lab Pollut Control & Resource Reuse, Nanjing, Peoples R ChinaUniv Int Business & Econ, Sch Int Trade & Econ, Beijing, Peoples R China
Zhang, Bing
Liao, Xianchun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jinan, Sch Business, Jinan, Peoples R China
Univ Jinan, Inst Green Dev, Jinan, Peoples R ChinaUniv Int Business & Econ, Sch Int Trade & Econ, Beijing, Peoples R China