IDEAS home Printed from https://ideas.repec.org/a/inm/orisre/v28y2017i2p203-224.html

A Systematic Framework for Multilevel Theorizing in Information Systems Research

Author

Listed:
  • Meng Zhang

    (Information Systems School, Science and Engineering Faculty, Queensland University of Technology, Brisbane, QLD 4000, Australia)

  • Guy G. Gable

    (Information Systems School, Science and Engineering Faculty, Queensland University of Technology, Brisbane, QLD 4000, Australia)

Abstract

Information systems (IS) research usually investigates phenomena at one level of analysis at a time. However, complex IS phenomena may be difficult to address from such a single-level perspective. A multilevel perspective offers an alternative means to examine phenomena by simultaneously accounting for multiple levels of analysis. Although useful guidelines for theory development are widely available, they give little specific attention to developing theory that is conceptualized and analyzed at multiple levels. Multilevel theorizing or developing theory from a multilevel perspective is more complex and involves unique challenges. To promote multilevel theorizing in the IS discipline, we focus on addressing challenges involved in multilevel theorizing and propose a holistic framework for systematically developing theory from a multilevel perspective. Drawing from the organization science and IS literature, the proposed framework harmonizes and synthesizes previous guidelines, providing a practical basis for conceptualizing and studying multilevel phenomena.

Suggested Citation

  • Meng Zhang & Guy G. Gable, 2017. "A Systematic Framework for Multilevel Theorizing in Information Systems Research," Information Systems Research, INFORMS, vol. 28(2), pages 203-224, June.
    • Handle: RePEc:inm:orisre:v:28:y:2017:i:2:p:203-224
    DOI: 10.1287/isre.2017.0690
    as

    Download full text from publisher

    File URL: https://doi.org/10.1287/isre.2017.0690
    Download Restriction: no
    File URL: https://libkey.io/10.1287/isre.2017.0690?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Ronald T. Cenfetelli & Andrew Schwarz, 2011. "Identifying and Testing the Inhibitors of Technology Usage Intentions," Information Systems Research, INFORMS, vol. 22(4), pages 808-823, December.
    2. Sora Kang & Kai H. Lim & Min Soo Kim & Hee-Dong Yang, 2012. "Research Note ---A Multilevel Analysis of the Effect of Group Appropriation on Collaborative Technologies Use and Performance," Information Systems Research, INFORMS, vol. 23(1), pages 214-230, March.
    3. William H. DeLone & Ephraim R. McLean, 1992. "Information Systems Success: The Quest for the Dependent Variable," Information Systems Research, INFORMS, vol. 3(1), pages 60-95, March.
    4. Gerald C. Kane & Giuseppe (Joe) Labianca, 2011. "IS Avoidance in Health-Care Groups: A Multilevel Investigation," Information Systems Research, INFORMS, vol. 22(3), pages 504-522, September.
    5. M. N. Ravishankar & Shan L. Pan & Dorothy E. Leidner, 2011. "Examining the Strategic Alignment and Implementation Success of a KMS: A Subculture-Based Multilevel Analysis," Information Systems Research, INFORMS, vol. 22(1), pages 39-59, March.
    6. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ruben Tessmann & Ralf Elbert, 2022. "A multilevel, multi-mode framework for standardization in digital B2B platform eco-systems in international cargo transportation—A multiple case study," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(4), pages 1843-1875, December.
    2. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    3. Aleksei A. Sychugov & Elvir M. Akhmetshin & Vyacheslav M. Grishin & Raisa N. Shpakova & Andrei V. Plotnikov, 2019. "Algorithm Determine Trust Value To The Distributed Information Systems Elements," Journal of Mechanical Engineering Research & Developments (JMERD), Zibeline International Publishing, vol. 42(2), pages 6-9, January.
    4. Möhlmann, Mareike, 2021. "Unjustified trust beliefs: Trust conflation on sharing economy platforms," Research Policy, Elsevier, vol. 50(3).
    5. Zhao-ge Liu & Xiang-yang Li & Dilawar Khan Durrani, 2021. "Generating evacuation task plans for community typhoon emergencies: an integration of case-driven and model-driven approaches," Operational Research, Springer, vol. 21(1), pages 745-774, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Peng, Zeyu & Sun, Yongqiang & Guo, Xitong, 2018. "Antecedents of employees’ extended use of enterprise systems: An integrative view of person, environment, and technology," International Journal of Information Management, Elsevier, vol. 39(C), pages 104-120.
    2. Zhen Shao & Lin Zhang & Tian Meng & Jing Zhang, 2024. "The paradox of technology quality and ethical concerns in building trust and behavioral intention in the AI-enabled face recognition payment," Electronic Markets, Springer;IIM University of St. Gallen, vol. 34(1), pages 1-20, December.
    3. Philippe Cohard, 2020. "Information Systems Values: A Study of the Intranet in Three French Higher Education Institutions," Post-Print hal-02987225, HAL.
    4. Tsung Teng Chen, 2012. "The development and empirical study of a literature review aiding system," Scientometrics, Springer;Akadémiai Kiadó, vol. 92(1), pages 105-116, July.
    5. Abdesamad Zouine & Pierre Féniès, 2014. "The Critical Success Factors Of The ERP System Project: A Meta-Analysis Methodology," Post-Print hal-01419785, HAL.
    6. Mohamed Bouteraa & Brahim Chekima & Nelson Lajuni & Ayesha Anwar, 2023. "Understanding Consumers’ Barriers to Using FinTech Services in the United Arab Emirates: Mixed-Methods Research Approach," Sustainability, MDPI, vol. 15(4), pages 1-22, February.
    7. Proserpio, Luigi & Magni, Massimo, 2012. "Teaching without the teacher? Building a learning environment through computer simulations," International Journal of Information Management, Elsevier, vol. 32(2), pages 99-105.
    8. Chen-Yuan Chen & Bih-Yaw Shih & Shih-Hsien Yu, 2012. "Disaster prevention and reduction for exploring teachers’ technology acceptance using a virtual reality system and partial least squares techniques," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 62(3), pages 1217-1231, July.
    9. Rajat Kumar Behera & Pradip Kumar Bala & Arghya Ray, 2024. "Cognitive Chatbot for Personalised Contextual Customer Service: Behind the Scene and beyond the Hype," Information Systems Frontiers, Springer, vol. 26(3), pages 899-919, June.
    10. Turel, Ofir & Connelly, Catherine E., 2013. "Too busy to help: Antecedents and outcomes of interactional justice in web-based service encounters," International Journal of Information Management, Elsevier, vol. 33(4), pages 674-683.
    11. Tianyang Huang & Gang Wang & Chiwu Huang, 2024. "What promotes the mobile payment behavior of the elderly?," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    12. Xu, Jinying & Lu, Weisheng, 2022. "Developing a human-organization-technology fit model for information technology adoption in organizations," Technology in Society, Elsevier, vol. 70(C).
    13. Yan Mandy Dang & Yulei Gavin Zhang & James Morgan, 0. "Integrating switching costs to information systems adoption: An empirical study on learning management systems," Information Systems Frontiers, Springer, vol. 0, pages 1-20.
    14. Siti Salwa Mohd Ishak & Sidney Newton, 2018. "Testing a Model of User Resistance Towards Technology Adoption in Construction Organizations," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 15(06), pages 1-27, December.
    15. Rehman, Anis ur & Behera, Rajat Kumar & Islam, Md. Saiful & Abbasi, Faraz Ahmad & Imtiaz, Asma, 2024. "Assessing the usage of ChatGPT on life satisfaction among higher education students: The moderating role of subjective health," Technology in Society, Elsevier, vol. 78(C).
    16. Queiroz, Maciel M. & Fosso Wamba, Samuel, 2019. "Blockchain adoption challenges in supply chain: An empirical investigation of the main drivers in India and the USA," International Journal of Information Management, Elsevier, vol. 46(C), pages 70-82.
    17. Jong Uk Kim & Rajiv Kishore, 2019. "Do we Fully Understand Information Systems Failure? An Exploratory Study of the Cognitive Schema of IS Professionals," Information Systems Frontiers, Springer, vol. 21(6), pages 1385-1419, December.
    18. Brown, Susan A. & Venkatesh, Viswanath & Kuruzovich, Jason & Massey, Anne P., 2008. "Expectation confirmation: An examination of three competing models," Organizational Behavior and Human Decision Processes, Elsevier, vol. 105(1), pages 52-66, January.
    19. Ives Chacourre Wangninanon Gogan & Ziqiong Zhang & Elizabeth Damian Matemba, 2018. "Impacts of Gratifications on Consumers’ Emotions and Continuance Use Intention: An Empirical Study of Weibo in China," Sustainability, MDPI, vol. 10(9), pages 1-20, September.
    20. Souha Al-Geitany & Hasan Yousef Aljuhmani & Okechukwu Lawrence Emeagwali & Elsie Nasr, 2023. "Consumer Behavior in the Post-COVID-19 Era: The Impact of Perceived Interactivity on Behavioral Intention in the Context of Virtual Conferences," Sustainability, MDPI, vol. 15(11), pages 1-23, May.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inm:orisre:v:28:y:2017:i:2:p:203-224. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.