IDEAS home Printed from https://ideas.repec.org/a/spr/elmark/v32y2022i1d10.1007_s12525-022-00530-6.html
   My bibliography  Save this article

Systematizing the lexicon of platforms in information systems: a data-driven study

Author

Listed:
  • Christian Bartelheimer

    (Department of Information Systems)

  • Philipp Heiden

    (Department of Information Systems)

  • Hedda Lüttenberg

    (Hamm-Lippstadt University of Applied Science, Production and Quality Management)

  • Daniel Beverungen

    (Department of Information Systems)

Abstract

While the Information Systems (IS) discipline has researched digital platforms extensively, the body of knowledge appertaining to platforms still appears fragmented and lacking conceptual consistency. Based on automated text mining and unsupervised machine learning, we collect, analyze, and interpret the IS discipline’s comprehensive research on platforms—comprising 11,049 papers spanning 44 years of research activity. From a cluster analysis concerning platform concepts’ semantically most similar words, we identify six research streams on platforms, each with their own platform terms. Based on interpreting the identified concepts vis-à-vis the extant research and considering a temporal perspective on the concepts’ application, we present a lexicon of platform concepts, to guide further research on platforms in the IS discipline. Researchers and managers can build on our results to position their work appropriately, applying a specific theoretical perspective on platforms in isolation or combining multiple perspectives to study platform phenomena at a more abstract level.

Suggested Citation

  • Christian Bartelheimer & Philipp Heiden & Hedda Lüttenberg & Daniel Beverungen, 2022. "Systematizing the lexicon of platforms in information systems: a data-driven study," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 375-396, March.
    • Handle: RePEc:spr:elmark:v:32:y:2022:i:1:d:10.1007_s12525-022-00530-6
    DOI: 10.1007/s12525-022-00530-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12525-022-00530-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s12525-022-00530-6?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. David Tilson & Kalle Lyytinen & Carsten Sørensen, 2010. "Research Commentary ---Digital Infrastructures: The Missing IS Research Agenda," Information Systems Research, INFORMS, vol. 21(4), pages 748-759, December.
    2. Amrit Tiwana & Benn Konsynski & Ashley A. Bush, 2010. "Research Commentary ---Platform Evolution: Coevolution of Platform Architecture, Governance, and Environmental Dynamics," Information Systems Research, INFORMS, vol. 21(4), pages 675-687, December.
    3. Hagiu, Andrei & Wright, Julian, 2015. "Multi-sided platforms," International Journal of Industrial Organization, Elsevier, vol. 43(C), pages 162-174.
    4. Richard N. Langlois, 2002. "Modularity in Technology and Organization," Chapters, in: Nicolai J. Foss & Peter G. Klein (ed.), Entrepreneurship and the Firm, chapter 2, Edward Elgar Publishing.
    5. Hagiu Andrei, 2007. "Merchant or Two-Sided Platform?," Review of Network Economics, De Gruyter, vol. 6(2), pages 1-19, June.
    6. Benlian, Alexander & Hilkert, Daniel & Hess, Thomas, 2015. "How open is this platform? The meaning and measurement of platform openness from the complementors’ perspective .- (forthcoming)," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 65692, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    7. Kallinikos, Jannis & Constantiou, Ioanna D., 2015. "Big data revisited: a rejoinder," LSE Research Online Documents on Economics 63020, London School of Economics and Political Science, LSE Library.
    8. Kaplan, Andreas M. & Haenlein, Michael, 2010. "Users of the world, unite! The challenges and opportunities of Social Media," Business Horizons, Elsevier, vol. 53(1), pages 59-68, January.
    9. Benlian, Alexander & Hilkert, Daniel & Hess, Thomas, 2015. "How open is this platform? The meaning and measurement of platform openness from the complementors’ perspective," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 75001, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    10. Stephen L. Vargo & Robert F. Lusch, 2016. "Institutions and axioms: an extension and update of service-dominant logic," Journal of the Academy of Marketing Science, Springer, vol. 44(1), pages 5-23, January.
    11. Sutherland, Will & Jarrahi, Mohammad Hossein, 2018. "The sharing economy and digital platforms: A review and research agenda," International Journal of Information Management, Elsevier, vol. 43(C), pages 328-341.
    12. Rahul Basole & Jürgen Karla, 2011. "On the Evolution of Mobile Platform Ecosystem Structure and Strategy," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 3(5), pages 313-322, October.
    13. Jungsoo Park & Seung Kyoon Shin & G. Lawrence Sanders, 2007. "Impact of International Information Technology Transfer on National Productivity," Information Systems Research, INFORMS, vol. 18(1), pages 86-102, March.
    14. de Reuver, Mark & Sørensen, Carsten & Basole, Rahul C., 2018. "The digital platform: a research agenda," LSE Research Online Documents on Economics 80669, London School of Economics and Political Science, LSE Library.
    15. Nicholas Berente & Stefan Seidel & Hani Safadi, 2019. "Research Commentary—Data-Driven Computationally Intensive Theory Development," Service Science, INFORMS, vol. 30(1), pages 50-64, March.
    16. Amany Elbanna & Henrik C. J. Linderoth, 2015. "The formation of technology mental models: the case of voluntary use of technology in organizational setting," Information Systems Frontiers, Springer, vol. 17(1), pages 95-108, February.
    17. Panos Constantinides & Ola Henfridsson & Geoffrey G. Parker, 2018. "Introduction—Platforms and Infrastructures in the Digital Age," Information Systems Research, INFORMS, vol. 29(2), pages 381-400, June.
    18. Esther Gal-Or & Ronen Gal-Or & Nabita Penmetsa, 2018. "The Role of User Privacy Concerns in Shaping Competition Among Platforms," Information Systems Research, INFORMS, vol. 29(3), pages 698-722, September.
    19. Sakata, Ichiro & Sasaki, Hajime & Akiyama, Masanori & Sawatani, Yuriko & Shibata, Naoki & Kajikawa, Yuya, 2013. "Bibliometric analysis of service innovation research: Identifying knowledge domain and global network of knowledge," Technological Forecasting and Social Change, Elsevier, vol. 80(6), pages 1085-1093.
    20. Aurélie Leclercq-Vandelannoitte & Henri Isaac & Michel Kalika, 2014. "Mobile information systems and organisational control: beyond the panopticon metaphor?," European Journal of Information Systems, Taylor & Francis Journals, vol. 23(5), pages 543-557, September.
    21. Gawer, Annabelle, 2014. "Bridging differing perspectives on technological platforms: Toward an integrative framework," Research Policy, Elsevier, vol. 43(7), pages 1239-1249.
    22. Kevin Boudreau, 2010. "Open Platform Strategies and Innovation: Granting Access vs. Devolving Control," Management Science, INFORMS, vol. 56(10), pages 1849-1872, October.
    23. Rodolphe Durand & Robert M. Grant & Tammy L. Madsen & David P. McIntyre & Arati Srinivasan, 2017. "Networks, platforms, and strategy: Emerging views and next steps," Strategic Management Journal, Wiley Blackwell, vol. 38(1), pages 141-160, January.
    24. repec:dau:papers:123456789/13420 is not listed on IDEAS
    25. Benlian, Alexander & Hilkert, Daniel & Hess, Thomas, 2015. "How open is this platform? The meaning and measurement of platform openness from the complementors’ perspective," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 65705, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    26. Belk, Russell, 2014. "You are what you can access: Sharing and collaborative consumption online," Journal of Business Research, Elsevier, vol. 67(8), pages 1595-1600.
    27. Gordon Burtch & Anindya Ghose & Sunil Wattal, 2013. "An Empirical Examination of the Antecedents and Consequences of Contribution Patterns in Crowd-Funded Markets," Information Systems Research, INFORMS, vol. 24(3), pages 499-519, September.
    28. Amit Mehra & Rajiv Dewan & Marshall Freimer, 2011. "Firms as Incubators of Open-Source Software," Information Systems Research, INFORMS, vol. 22(1), pages 22-38, March.
    29. Eaton, Ben & Elaluf-Calderwood, Silvia & Sorensen, Carsten & Yoo, Youngjin, 2015. "Distributed tuning of boundary resources: the case of Apple's iOS service system," LSE Research Online Documents on Economics 63272, London School of Economics and Political Science, LSE Library.
    30. Julia Bauer & Nikolaus Franke & Philipp Tuertscher, 2016. "Intellectual Property Norms in Online Communities: How User-Organized Intellectual Property Regulation Supports Innovation," Information Systems Research, INFORMS, vol. 27(4), pages 724-750, December.
    31. Youngjin Yoo & Ola Henfridsson & Kalle Lyytinen, 2010. "Research Commentary ---The New Organizing Logic of Digital Innovation: An Agenda for Information Systems Research," Information Systems Research, INFORMS, vol. 21(4), pages 724-735, December.
    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. Rainer Alt, 2022. "Electronic Markets on platform dualities," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 1-10, 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. Christian Bartelheimer, Philipp zur Heiden, Hedda Lüttenberg, Daniel Beverungen, 2021. "Systematizing the Lexicon of Platforms in Information Systems: A Data-Driven Study," Working Papers Dissertations 79, Paderborn University, Faculty of Business Administration and Economics.
    2. Fabian Schueler & Dimitri Petrik, 2022. "Objectives of platform research: A co-citation and systematic literature review analysis," Papers 2202.08822, arXiv.org.
    3. Mosterd, Lars & Sobota, Vladimir C.M. & van de Kaa, Geerten & Ding, Aaron Yi & de Reuver, Mark, 2021. "Context dependent trade-offs around platform-to-platform openness: The case of the Internet of Things," Technovation, Elsevier, vol. 108(C).
    4. Jan Frederic Nerbel & Markus Kreutzer, 2023. "Digital platform ecosystems in flux: From proprietary digital platforms to wide-spanning ecosystems," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-20, December.
    5. Andreas Hein & Maximilian Schreieck & Tobias Riasanow & David Soto Setzke & Manuel Wiesche & Markus Böhm & Helmut Krcmar, 2020. "Digital platform ecosystems," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(1), pages 87-98, March.
    6. Saadatmand, Fatemeh & Lindgren, Rikard & Schultze, Ulrike, 2019. "Configurations of platform organizations: Implications for complementor engagement," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    7. de Reuver, Mark & Sørensen, Carsten & Basole, Rahul C., 2018. "The digital platform: a research agenda," LSE Research Online Documents on Economics 80669, London School of Economics and Political Science, LSE Library.
    8. Veile, Johannes W. & Schmidt, Marie-Christin & Voigt, Kai-Ingo, 2022. "Toward a new era of cooperation: How industrial digital platforms transform business models in Industry 4.0," Journal of Business Research, Elsevier, vol. 143(C), pages 387-405.
    9. Tobias Wulfert, 2023. "Boundary resource management in innovation ecosystems: The case of e-commerce," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-27, December.
    10. Choi, Goya & Nam, Changi & Kim, Seongcheol, 2019. "The impacts of technology platform openness on application developers’ intention to continuously use a platform: From an ecosystem perspective," Telecommunications Policy, Elsevier, vol. 43(2), pages 140-153.
    11. Kapoor, Kawaljeet & Ziaee Bigdeli, Ali & Dwivedi, Yogesh K. & Schroeder, Andreas & Beltagui, Ahmad & Baines, Tim, 2021. "A socio-technical view of platform ecosystems: Systematic review and research agenda," Journal of Business Research, Elsevier, vol. 128(C), pages 94-108.
    12. Jingtao Yi & Jinqiu He & Lihong Yang, 2019. "Platform heterogeneity, platform governance and complementors’ product performance: an empirical study of the mobile application industry," Frontiers of Business Research in China, Springer, vol. 13(1), pages 1-20, December.
    13. Tobias Wulfert & Robert Woroch & Gero Strobel & Sarah Seufert & Frederik Möller, 2022. "Developing design principles to standardize e-commerce ecosystems," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(4), pages 1813-1842, December.
    14. Benedict Bender, 2020. "The Impact of Integration on Application Success and Customer Satisfaction in Mobile Device Platforms," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 62(6), pages 515-533, December.
    15. Cenamor, Javier, 2021. "Complementor competitive advantage: A framework for strategic decisions," Journal of Business Research, Elsevier, vol. 122(C), pages 335-343.
    16. Andreas Hein & Maximilian Schreieck & Manuel Wiesche & Markus Böhm & Helmut Krcmar, 2019. "The emergence of native multi-sided platforms and their influence on incumbents," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(4), pages 631-647, December.
    17. Key Pousttchi & Alexander Gleiss, 2019. "Surrounded by middlemen - how multi-sided platforms change the insurance industry," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(4), pages 609-629, December.
    18. Mario Schaarschmidt & Dirk Homscheid & Thomas Kilian, 2019. "Application Developer Engagement In Open Software Platforms: An Empirical Study Of Apple Ios And Google Android Developers," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(04), pages 1-33, May.
    19. Panos Constantinides & Ola Henfridsson & Geoffrey G. Parker, 2018. "Introduction—Platforms and Infrastructures in the Digital Age," Information Systems Research, INFORMS, vol. 29(2), pages 381-400, June.
    20. Lei Huang & Yandong Zhao & Liang Mei & Peiyi Wu & Zhihua Zhao & Yijun Mao, 2019. "Structural Holes in the Multi-Sided Market: A Market Allocation Structure Analysis of China’s Car-Hailing Platform in the Context of Open Innovation," Sustainability, MDPI, vol. 11(20), pages 1-20, October.

    More about this item

    Keywords

    Platform; Text mining; Machine learning; Data communications; Interpretive research; Systems design and implementation;
    All these keywords.

    JEL classification:

    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software

    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:spr:elmark:v:32:y:2022:i:1:d:10.1007_s12525-022-00530-6. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.