The Internet of Things, dynamic data and information processing capabilities, and operational agility

被引:111
|
作者
Akhtar, Pervaiz [1 ]
Khan, Zaheer [2 ]
Tarba, Shlomo [3 ]
Jayawickrama, Uchitha [4 ]
机构
[1] Univ Hull, Management Syst, Logist Inst, Fac Business Law & Polit, Kingston Upon Hull, N Humberside, England
[2] Univ Kent, Kent Business Sch, Canterbury, Kent, England
[3] Univ Birmingham, Birmingham Business Sch, Birmingham, W Midlands, England
[4] Staffordshire Univ, Sch Comp & Digital Technol, Stoke On Trent, Staffs, England
关键词
Internet of Things; Dynamic capabilities; Dynamic data and information processing; Operational agility; Data and knowledge intensive services; COMMON METHOD VARIANCE; SUPPLY CHAIN; BIG DATA; PREDICTIVE ANALYTICS; ABSORPTIVE-CAPACITY; MEDIATING ROLE; DATA SCIENCE; PERFORMANCE; TECHNOLOGY; CHALLENGES;
D O I
10.1016/j.techfore.2017.04.023
中图分类号
F [经济];
学科分类号
02 ;
摘要
Whilst there are promising links between the Internet of Things (IoTs), dynamic data and information processing capabilities (DDIPCs), and operational agility, scholars have not conducted enough empirical studies that offer convincing evidence for the use of the IoTs and relevant linkages. This study therefore examines the links between such constructs and provides managerial implications for contemporary data and information driven managers who adopt evidence-based decision making for better operational outcomes. The results obtained from structural equation modelling indicate that the use of the IoTs is the key determinant for operational agility and also plays a vital role in establishing DDIPCs that further reinforce it. Additionally, DDIPCs mediate the relationship between the use of the IoTs and operational agility. By persuasively building these links based on theoretical arguments and testing them by using a unique dataset, this study contributes to the deeper understanding of the mechanisms by which the use of the IoTs and DDIPCs strengthen operational agility.
引用
收藏
页码:307 / 316
页数:10
相关论文
共 50 条
  • [21] Modeling Agility in Internet of Things (IoT) Architecture
    Upadhyay, Priyanka
    Matharu, Gurpreet
    Garg, Naveen
    INFORMATION SYSTEMS DESIGN AND INTELLIGENT APPLICATIONS, VOL 2, 2015, 340 : 779 - 786
  • [22] Organizational agility enabled by big data analytics: information systems capabilities view
    Hyun, Youyung
    Park, Jaehyun
    Kamioka, Taro
    Chang, Younghoon
    JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT, 2023, 36 (04) : 1032 - 1055
  • [23] Graphical Framework for Categorizing Data Capabilities and Properties of Objects in the Internet of Things
    Eduardo Ibarra-Esquer, Jorge
    Fernando Gonzalez-Navarro, Felix
    Salvador Sanchez, J.
    Leticia Flores-Rios, Brenda
    Angelica Astorga-Vargas, Maria
    Luisa Gonzalez-Ramirez, Maria
    IEEE ACCESS, 2020, 8 (08): : 22366 - 22377
  • [24] CDSP: A Solution for Privacy and Security of Multimedia Information Processing in Industrial Big Data and Internet of Things
    Yang, Xu
    Hou, Yumin
    Ma, Junping
    He, Hu
    SENSORS, 2019, 19 (03):
  • [25] A Data Processing Middleware Based on SOA for the Internet of Things
    Wang, Feng
    Hu, Liang
    Zhou, Jin
    Zhao, Kuo
    JOURNAL OF SENSORS, 2015, 2015
  • [26] Massive data processing techniques and model in Internet of things
    Wang, Yuebin
    Yan, Quanfeng
    Liu, Liqiang
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND MANAGEMENT INNOVATION, 2015, 28 : 662 - 665
  • [27] PROCESSING OF BIG DATA IN INTERNET OF THINGS AND PRECISION AGRICULTURE
    Stoces, Michal
    Masner, Jan
    Kanska, Eva
    Jarolimek, Jan
    AGRARIAN PERSPECTIVES XXVII - FOOD SAFETY - FOOD SECURITY, 2018, : 353 - 358
  • [28] Data Processing Strategy in Internet of Things Application System
    Li Zhenhui
    2020 INTERNATIONAL CONFERENCE ON BIG DATA & ARTIFICIAL INTELLIGENCE & SOFTWARE ENGINEERING (ICBASE 2020), 2020, : 86 - 89
  • [29] Research on key technologies of data processing in internet of things
    Zhu, Yangqing
    Liang, Peiying
    2ND ANNUAL INTERNATIONAL CONFERENCE ON INFORMATION SYSTEM AND ARTIFICIAL INTELLIGENCE (ISAI2017), 2017, 887
  • [30] Privacy Information Security Classification for Internet of Things Based on Internet Data
    Lu, Xiaofeng
    Qu, Zhaowei
    Li, Qi
    Hui, Pan
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2015,