Green data analytics, blockchain technology for sustainable development, and sustainable supply chain practices: evidence from small and medium enterprises

被引:170
作者
Khan, Syed Abdul Rehman [1 ,2 ]
Godil, Danish Iqbal [3 ]
Jabbour, Charbel Jose Chiappetta [4 ,5 ]
Shujaat, Sobia [3 ]
Razzaq, Asif [6 ]
Yu, Zhang [7 ]
机构
[1] Xuzhou Univ Technol, Sch Management & Engn, Xuzhou, Jiangsu, Peoples R China
[2] Beijing Key Lab Urban Spatial Informat Engn, Beijing, Peoples R China
[3] Bahria Univ, Bahria Business Sch, Islamabad Campus, Karachi, Pakistan
[4] Emlyon Business Sch, Ecully, France
[5] Lincoln Int Business Sch, Lincoln, England
[6] Dalian Univ Technol, Sch Management & Econ, Dalian, Peoples R China
[7] Changan Univ, Sch Econ & Management, Xian, Peoples R China
关键词
Blockchain technology; Sustainable supply chain; Green supply chain; Big data analytics; Organizational performance; RESOURCE-BASED VIEW; MANAGEMENT-PRACTICES; INDUSTRY; 4.0; ENVIRONMENTAL PERFORMANCE; QUALITY MANAGEMENT; EMPIRICAL-EVIDENCE; FIRM PERFORMANCE; FRAMEWORK; IMPACT; INNOVATION;
D O I
10.1007/s10479-021-04275-x
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
With attempts being made by both governments and organizations to reduce environmental hazards, blockchain technology is becoming a crucial tool for attaining supply chain sustainability in small and medium enterprises (SME). Recognizing this fact, this study investigates the effect of blockchain technology on sustainable supply chain practices to improve organizational performance. In this investigation, data was gathered from 364 respondents, including middle and upper-level managers from SME manufacturing companies in China and Pakistan. The relationships among the endogenous and exogenous variables were tested by employing partial least squares structural equation modeling (PLS-SEM). The primary results suggest that blockchain technology and green information systems positively influence sustainable supply chain practices. Moreover, green information systems and sustainable supply chain practices possess a significant positive association. Sustainable supply chain practices have a positive and significant relationship with sustainability; i.e., operational, environmental, and economic performance. The findings also reveal that three dimensions of organizational sustainability-i.e., operational, environmental, and economic performance-have a significant effect on organizational performance. Additionally, the results of this study provide valuable insights into blockchain technology and offer policy implications for manufacturers and legislators regarding the implementation and promotion of green supply chain practices.
引用
收藏
页码:603 / 627
页数:25
相关论文
共 106 条
[1]   Discriminant Validity Assessment: Use of Fornell & Larcker criterion versus HTMT Criterion [J].
Ab Hamid, M. R. ;
Sami, W. ;
Sidek, M. H. Mohmad .
1ST INTERNATIONAL CONFERENCE ON APPLIED & INDUSTRIAL MATHEMATICS AND STATISTICS 2017 (ICOAIMS 2017), 2017, 890
[2]   The mediating effect of green innovation on the relationship between green supply chain management and environmental performance [J].
Abu Seman, Noor Aslinda ;
Govindan, Kannan ;
Mardani, Abbas ;
Zakuan, Norhayati ;
Saman, Muhamad Zameri Mat ;
Hooker, Robert E. ;
Ozkul, Seckin .
JOURNAL OF CLEANER PRODUCTION, 2019, 229 :115-127
[3]  
Ahmed Waqar, 2019, International Journal of Services and Operations Management, V33, P159
[4]   Modeling the relationship between organizational performance and green supply chain practices using canonical correlation analysis [J].
Altaf, Bothinah ;
Ali, Sadia Samar ;
Weber, Gerhard-Wilhelm .
WIRELESS NETWORKS, 2020, 26 (08) :5835-5853
[5]   Nexus between green logistic operations and triple bottom line: evidence from infrastructure-led Chinese outward foreign direct investment in Belt and Road host countries [J].
An, Hui ;
Razzaq, Asif ;
Nawaz, Ahsan ;
Noman, Sohail M. ;
Khan, Syed Abdul Rehman .
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 28 (37) :51022-51045
[6]   The role of technology innovation and people's connectivity in testing environmental Kuznets curve and pollution heaven hypotheses across the Belt and Road host countries: new evidence from Method of Moments Quantile Regression [J].
An, Hui ;
Razzaq, Asif ;
Haseeb, Muhammad ;
Mihardjo, Leonardus W. W. .
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 28 (05) :5254-5270
[7]   Green information system integration for environmental performance in organizations: An extension of belief-action-outcome framework and natural resource-based view theory [J].
Anthony, Bokolo, Jr. .
BENCHMARKING-AN INTERNATIONAL JOURNAL, 2019, 26 (03) :1033-1062
[8]  
Ashish K., 2011, INT J COMPUT ENG MAN, V13, P84
[9]   Exploring the effect of buyer engagement on green product innovation: Empirical evidence from manufacturers [J].
Awan, Usama ;
Nauman, Shazia ;
Sroufe, Robert .
BUSINESS STRATEGY AND THE ENVIRONMENT, 2021, 30 (01) :463-477
[10]   The influence of green practices on supply chain performance: A case study approach [J].
Azevedo, Susana G. ;
Carvalho, Helena ;
Cruz Machado, V. .
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2011, 47 (06) :850-871