Impact of Digitalization on Process Optimization and Decision-Making towards Sustainability: The Moderating Role of Environmental Regulation

被引:10
|
作者
Peng, Yixuan [1 ]
Ahmad, Sayed Fayaz [2 ]
Irshad, Muhammad [3 ]
Al-Razgan, Muna [4 ]
Ali, Yasser A. [5 ]
Awwad, Emad Marous [6 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Law, Wuhan 430074, Peoples R China
[2] Inst Business Management, Dept Engn Management, Karachi 74000, Pakistan
[3] Univ Gwadar, Dept Management Sci, Gwadar 91200, Pakistan
[4] King Saud Univ, Coll Comp & Informat Sci, Dept Software Engn, Riyadh 11421, Saudi Arabia
[5] King Saud Univ, Coll Comp & Informat Sci, Dept Informat Syst, Riyadh 11421, Saudi Arabia
[6] King Saud Univ, Coll Engn, Elect Engn Dept, Riyadh 11421, Saudi Arabia
关键词
digital transformation; environmental regulation; process optimization and decision making; sustainability; DISCRIMINANT VALIDITY; CLEANER PRODUCTION; INDUSTRY; 4.0; TRANSITION; SYSTEMS; MODEL; IMPLEMENTATION; TRANSFORMATION; STAKEHOLDERS; SATISFACTION;
D O I
10.3390/su152015156
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Digitalization has brought a significant improvement in process optimization and decision-making processes, in particular in pursuing the goal of sustainability. This study examines how digitalization has affected process optimization and decision-making towards sustainability, focusing on Pakistan's manufacturing sector. This study also examines the moderating role of environmental regulations between digitalization and sustainable practices. This study is based on quantitative methodology. Purposive sampling was used to gather primary data from 554 managers and engineers working in manufacturing industries in Pakistan through a closed-ended questionnaire. Smart PLS was used for data analysis. The findings show digitalization's positive and significant influence on process optimization and decision-making. The results also show that environmental regulations have a significant moderating effect on the digitalization of processes and decision-making towards sustainability practices. The findings provide a guideline for industries, decision-makers, and researchers for developing strategies that effectively use digitalization for sustainability and assist in achieving the Sustainable Development Goals (SGD-9, SGD-11, SGD-12, and SGD-13).
引用
收藏
页数:23
相关论文
共 50 条
  • [1] Navigating Sustainability: A Bibliometric Exploration of Environmental Decision-Making and Behavioral Shifts
    Craciun, Maria Alexandra
    Domenteanu, Adrian
    Dudian, Monica
    Delcea, Camelia
    SUSTAINABILITY, 2025, 17 (06)
  • [2] Unveiling the impact of innovation on competitiveness among construction projects: Moderating and mediating role of environmental regulation and sustainability
    Zhang, Ruixue
    Tang, Yuyan
    Liu, Guanxing
    Wang, Zeyu
    Zhang, Yuanxin
    AIN SHAMS ENGINEERING JOURNAL, 2024, 15 (03)
  • [3] Towards housing sustainability: a framework for the decision-making process of tenants
    Pagani, A.
    Binder, C. R.
    SUSTAINABLE BUILT ENVIRONMENT D-A-CH CONFERENCE 2019 (SBE19 GRAZ), 2019, 323
  • [4] Sustainability optimization for global supply chain decision-making
    Bhinge, Raunak
    Moser, Raphael
    Moser, Emanuel
    Lanza, Gisela
    Dornfeld, David
    12TH GLOBAL CONFERENCE ON SUSTAINABLE MANUFACTURING - EMERGING POTENTIALS, 2015, 26 : 323 - 328
  • [5] Impact of Sustainability Balanced Scorecard Types on Environmental Investment Decision-Making
    Jassem, Suaad
    Azmi, Anna
    Zakaria, Zarina
    SUSTAINABILITY, 2018, 10 (02)
  • [6] The sourcing decision-making process in the era of digitalization: A new quantitative methodology
    Mohammed, Ahmed
    Jabbour, Ana Beatriz Lopes de Sousa
    Koh, Lenny
    Hubbard, Nicolas
    Jabbour, Charbel Jose Chiappetta
    Al Ahmed, Teejan
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2022, 168
  • [7] Uncovering the digitalization impact on consumer decision-making for checking accounts in banking
    Dehnert, Maik
    Schumann, Josephine
    ELECTRONIC MARKETS, 2022, 32 (03) : 1503 - 1528
  • [8] Architectural Design: Sustainability in the Decision-Making Process
    Feria, Margarida
    Amado, Miguel
    BUILDINGS, 2019, 9 (05)
  • [9] Exploring the digitalization impact on consumer decision-making in retail banking
    Pousttchi, Key
    Dehnert, Maik
    ELECTRONIC MARKETS, 2018, 28 (03) : 265 - 286
  • [10] Towards sustainability: An environmental strategy choice, environmental performance, and the moderating role of stakeholder pressure
    Seroka-Stolka, Oksana
    BUSINESS STRATEGY AND THE ENVIRONMENT, 2023, 32 (08) : 5992 - 6007