The moderating effect of big data analytics on green human resource management and organizational performance

被引:9
|
作者
Mahmood, Qurat-Ul-Ain [1 ]
Ahmed, Riaz [1 ]
Philbin, Simon P. [2 ]
机构
[1] Bahria Univ, Bahria Business Sch, Islamabad, Pakistan
[2] London South Bank Univ, Nathu Puri Inst Engn & Enterprise, London, England
关键词
Green human resource management practices; big data analytics; organizational performance; SUPPLY CHAIN; PREDICTIVE ANALYTICS; FIRM PERFORMANCE; BEHAVIOR; CHALLENGES; INNOVATION; WORKPLACE; DIFFUSION; INDUSTRY; CULTURE;
D O I
10.1080/17509653.2022.2043197
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
Green human resource management (GHRM) practices and big data analytics are becoming critical to enhance organizational performance. However, limited research has been conducted on GHRM practices and organizational performance in the presence of big data analytics. Therefore, this study aims to investigate the moderating effect of big data analytics on the relationship between GHRM practices and organizational performance. This explanatory study adopted a survey instrument to collect cross-sectional data from 189 respondents working in different organizations in Pakistan. The findings reveal a significant and positive effect of all GHRM practices on organizational performance. In addition, a substantial increase in the R2 models for all three dimensions of big data analytics as a moderator was found on the relationship between GHRM practices and organizational performance. This empirical study significantly enhances our understanding of how GHRM practices substantially influence organizational performance along with the use of big data analytics to maximize the benefits of GHRM and improve organizational efficiency. The study highlights the need to further explore green activities and behaviors for enhancing business value and competitive advantage. In addition, adoption of big data analytics supports faster decision-making, saves time and underpins efficient resource utilization to achieve operational and strategic efficiencies.
引用
收藏
页码:177 / 189
页数:13
相关论文
共 50 条
  • [41] Sustainable Performance and Green Innovation: Green Human Resources Management and Big Data as Antecedents
    Imran, Rabia
    Alraja, Mansour Naser
    Khashab, Basel
    [J]. IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2023, 70 (12) : 4191 - 4206
  • [42] The Role of Green Recruitment on Organizational Sustainability Performance: A Study within the Context of Green Human Resource Management
    Jamil, Sobia
    Zaman, Syed Imran
    Kayikci, Yasanur
    Khan, Sharfuddin Ahmed
    [J]. SUSTAINABILITY, 2023, 15 (21)
  • [43] The role of big data analytics and organizational agility in improving organizational performance of business processing organizations
    Turi, Jamshid Ali
    Khwaja, Muddasar Ghani
    Tariq, Fareena
    Hameed, Athar
    [J]. BUSINESS PROCESS MANAGEMENT JOURNAL, 2023, 29 (07) : 2081 - 2106
  • [44] Big data analytics capabilities and innovation effect of dynamic capabilities, organizational culture and role of management accountants
    Munir, Sabra
    Rasid, Siti Zaleha Abdul
    Aamir, Muhammad
    Jamil, Farrukh
    Ahmed, Ishfaq
    [J]. FORESIGHT, 2023, 25 (01): : 41 - 66
  • [45] Optimizing Performance and Computing Resource Management of in-memory Big Data Analytics with Disaggregated Persistent Memory
    Chen, Shouwei
    Wang, Wensheng
    Wu, Xueyang
    Fan, Zhen
    Huang, Kunwu
    Zhuang, Peiyu
    Li, Yue
    Rodero, Ivan
    Parashar, Manish
    Weng, Dennis
    [J]. 2019 19TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND GRID COMPUTING (CCGRID), 2019, : 21 - 30
  • [46] Scope of big data analytics in green supply chain management: a review
    Singh, Shubham
    Gandhi, Madhup Kantilal
    Kumar, Ankush
    [J]. CARDIOMETRY, 2022, (22): : 306 - 312
  • [47] The influence of green human resource management practices on organizational environmental performance: mediating roles of green innovation and employee performance
    Zahrani, Aida Ahmed
    [J]. COGENT BUSINESS & MANAGEMENT, 2024, 11 (01):
  • [48] Is data the key to sustainability? The roles of big data analytics, green innovation, and organizational identity in gaining green competitive advantage
    Mehmood, Khalid
    Kiani, Ataullah
    Rashid, Md
    [J]. TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT, 2023,
  • [49] Big Data Analytics Quality in Enhancing Healthcare Organizational Performance: A Conceptual Model
    Nasir, Wan Mohd Haffiz Mohd
    Abdullah, Rusli
    Jusoh, Yusmadi Yah
    Abdullah, Salfarina
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (11) : 480 - 487
  • [50] THE EFFECT OF STRATEGIC HUMAN RESOURCE MANAGEMENT ON ORGANIZATIONAL PERFORMANCE: THE MEDIATING ROLE OF HIGH-PERFORMANCE HUMAN RESOURCE PRACTICES
    Mitchell, Rebecca
    Obeidat, Shatha
    Bray, Mark
    [J]. HUMAN RESOURCE MANAGEMENT, 2013, 52 (06) : 899 - 921