A Meta-theoretic Approach to Theory Integration in Information Systems

被引:5
|
作者
Hovorka, Dirk S. [1 ]
Larsen, Kai R.
Birt, James [1 ]
Finnie, Gavin [1 ]
机构
[1] Bond Univ, Southport, Qld 4229, Australia
关键词
TECHNOLOGY; AGREEMENT;
D O I
10.1109/HICSS.2013.42
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This research presents a meta-theoretic analysis of a nomological net for the purpose of identifying potential pathways for theory integration and multilevel theory development. Success in these two areas holds the potential to reduce theory clutter in IS and related social sciences. As a proof-of-concept, we identify theory domains that share ancillary variables or functional/structural components, using a 20-year sample of construct-based quantitative research published in core journals of the IS discipline. Identification of shared variables provides possible extension and integration development that will reduce theory fragmentation and may lead to discovery of fundamental unifying processes that underlie phenomena across disciplines.
引用
收藏
页码:4656 / 4665
页数:10
相关论文
共 50 条
  • [21] Optimal state estimation for stochastic systems: An information theoretic approach
    Case Western Reserve Univ, Cleveland, United States
    IEEE Trans Autom Control, 6 (771-785):
  • [22] Quantitative Characterization of Complex Systems-An Information Theoretic Approach
    Akundi, Aditya
    Smith, Eric
    APPLIED SYSTEM INNOVATION, 2021, 4 (04)
  • [23] OPTIMIZATION OF OBSERVATIONS FOR LQG CONTROL SYSTEMS BY AN INFORMATION THEORETIC APPROACH
    Takeuchi, Yoshiki
    Inoue, Masatoshi
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2010, 6 (01): : 75 - 87
  • [24] A comparative study on information theoretic approach for atomic and molecular systems
    Hazra, Suman
    COMPUTATIONAL AND THEORETICAL CHEMISTRY, 2020, 1179
  • [25] An Information Theoretic Approach to the Statistical Linearization of MIMO Stochastic Systems
    Chernyshov, K. R.
    2009 IEEE CONTROL APPLICATIONS CCA & INTELLIGENT CONTROL (ISIC), VOLS 1-3, 2009, : 1466 - 1471
  • [26] Optimal state estimation for stochastic systems: An information theoretic approach
    Feng, XB
    Loparo, KA
    Fang, YG
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1997, 42 (06) : 771 - 785
  • [27] An Information-Theoretic Approach for Reliable Distributed Storage Systems
    Stanislav Kruglik
    Alexey Frolov
    Journal of Communications Technology and Electronics, 2020, 65 : 1505 - 1516
  • [28] INFORMATION THEORETIC APPROACH TO TEXT SEARCHING IN DIRECT ACCESS SYSTEMS
    BARTON, IJ
    CREASEY, SE
    LYNCH, MF
    SNELL, MJ
    COMMUNICATIONS OF THE ACM, 1974, 17 (06) : 345 - 350
  • [29] Functional control of network dynamical systems: An information theoretic approach
    Singh, Moirangthem Sailash
    Pasumarthy, Ramkrishna
    Vaidya, Umesh
    Leonhardt, Steffen
    INFORMATION SCIENCES, 2025, 699
  • [30] An Information-Theoretic Approach for Reliable Distributed Storage Systems
    Kruglik, Stanislav
    Frolov, Alexey
    JOURNAL OF COMMUNICATIONS TECHNOLOGY AND ELECTRONICS, 2020, 65 (12) : 1505 - 1516