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
  • [31] Enhancing organizational sustainable innovation performance through organizational readiness for big data analytics
    Arshad, Muhammad
    Qadir, Aneela
    Ahmad, Waqar
    Rafique, Muhammad
    [J]. HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS, 2024, 11 (01):
  • [32] Innovation of Performance Management of Enterprise Human Resource in the Era of Big Data
    Li, Haipin
    [J]. PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ECONOMICS AND MANAGEMENT, EDUCATION, HUMANITIES AND SOCIAL SCIENCES (EMEHSS 2018), 2018, 151 : 579 - 583
  • [33] Big Data Informatization Applied to Optimization of Human Resource Performance Management
    Li Kun-fa
    Chen Jing-chun
    Wang Yan-xi
    [J]. IMMS 2019: 2019 2ND INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT AND MANAGEMENT SCIENCES, 2018, : 12 - 17
  • [34] Big data analytical capability and firm performance: moderating effect of analytics capability business strategy alignment
    Sindarov A.
    Vafaei-Zadeh A.
    Syafrizal S.
    Chanda R.C.
    [J]. International Journal of Applied Decision Sciences, 2023, 16 (06) : 663 - 685
  • [35] The impact of business intelligence, big data analytics capability, and green knowledge management on sustainability performance
    Cheng, Jie
    Singh, Harcharanjit Singh Mahinder
    Zhang, Yi-Cheng
    Wang, Shan-Yong
    [J]. JOURNAL OF CLEANER PRODUCTION, 2023, 429
  • [36] BIG DATA ANALYTICS AND FIRM INNOVATIVENESS: THE MODERATING EFFECT OF DATA-DRIVEN CULTURE
    Karaboga, Tugba
    Zehir, Cemal
    Karaboga, Hasan Aykut
    [J]. JOINT CONFERENCE ISMC 2018-ICLTIBM 2018 - 14TH INTERNATIONAL STRATEGIC MANAGEMENT CONFERENCE & 8TH INTERNATIONAL CONFERENCE ON LEADERSHIP, TECHNOLOGY, INNOVATION AND BUSINESS MANAGEMENT, 2019, 54 : 526 - 535
  • [37] Big Data in Industrial-Organizational Psychology and Human Resource Management: Forward Progress for Organizational Research and Practice
    Oswald, Frederick L.
    Behrend, Tara S.
    Putka, Dan J.
    Sinar, Evan
    [J]. ANNUAL REVIEW OF ORGANIZATIONAL PSYCHOLOGY AND ORGANIZATIONAL BEHAVIOR, VOL 7, 2020, 7 : 505 - 533
  • [38] HUMAN-RESOURCE MANAGEMENT AND ORGANIZATIONAL PERFORMANCE
    KALLEBERG, AL
    MOODY, JW
    [J]. AMERICAN BEHAVIORAL SCIENTIST, 1994, 37 (07) : 948 - 962
  • [39] INCREASING ORGANIZATIONAL PERFORMANCE BY HUMAN RESOURCE MANAGEMENT
    Ralevic, Predrag V.
    Dragojlovic, Aleksandar
    Dobrodolac, Momcilo
    Denic, Nebojsa M.
    Nesic, Zoran
    [J]. TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2015, 22 (02): : 263 - 269
  • [40] THE IMPACT OF HUMAN RESOURCE MANAGEMENT ON ORGANIZATIONAL PERFORMANCE
    Dobre, Ovidiu Iliuta
    [J]. MANAGEMENT RESEARCH AND PRACTICE, 2012, 4 (04): : 37 - 46