IDEAS home Printed from https://ideas.repec.org/a/spr/rvmgts/v16y2022i2d10.1007_s11846-021-00446-z.html
   My bibliography  Save this article

Using agent-based modeling in routine dynamics research: a quantitative and content analysis of literature

Author

Listed:
  • Dehua Gao

    (Shandong Technology and Business University)

  • Aliakbar Akbaritabar

    (Max Planck Institute for Demographic Research (MPIDR))

Abstract

This paper presents an overview of all scientific contributions using agent-based modeling (ABM) methodology in routine dynamics research. That is a specialized area of study and our extensive literature search revealed only a total of 12 contributions. We did a quantitative analysis of these published literature using co-authorship, cross-citation and bibliographic coupling methods. We then complemented the overview with a content analysis of substantial focus of these literatures. We summarized their findings and showed how ABM is applied in routine dynamics research. By elaborating on what has been done, we provide an overview of this newly emerging research field and present possible directions for future work. Even though there are only a few publications in this research field, we expect that dialogue between ABM modelers and routine scholars would be beneficial to promote the development in this area. It would be conducive to advancing the understanding of complex internal structure, processes and dynamics of organizational routines.

Suggested Citation

  • Dehua Gao & Aliakbar Akbaritabar, 2022. "Using agent-based modeling in routine dynamics research: a quantitative and content analysis of literature," Review of Managerial Science, Springer, vol. 16(2), pages 521-550, February.
    • Handle: RePEc:spr:rvmgts:v:16:y:2022:i:2:d:10.1007_s11846-021-00446-z
    DOI: 10.1007/s11846-021-00446-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11846-021-00446-z
    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/s11846-021-00446-z?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. Felin, Teppo & Foss, Nicolai J., 2009. "Organizational routines and capabilities: Historical drift and a course-correction toward microfoundations," Scandinavian Journal of Management, Elsevier, vol. 25(2), pages 157-167, June.
    2. Teppo Felin & Nicolai J. Foss & Koen H. Heimeriks & Tammy L. Madsen, 2012. "Microfoundations of Routines and Capabilities: Individuals, Processes, and Structure," Journal of Management Studies, Wiley Blackwell, vol. 49(8), pages 1351-1374, December.
    3. Brian T. Pentland & Martha S. Feldman & Markus C. Becker & Peng Liu, 2012. "Dynamics of Organizational Routines: A Generative Model," Journal of Management Studies, Wiley Blackwell, vol. 49(8), pages 1484-1508, December.
    4. Martha S. Feldman & Wanda J. Orlikowski, 2011. "Theorizing Practice and Practicing Theory," Organization Science, INFORMS, vol. 22(5), pages 1240-1253, October.
    5. Jonas Hauke & Sebastian Achter & Matthias Meyer, 2020. "Theory Development Via Replicated Simulations and the Added Value of Standards," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 23(1), pages 1-12.
    6. Luciana d'Adderio & Martha S. Feldman & Nathalie Lazaric & Brian Pentland, 2012. "Special issue on routine dynamics exploring sources of stability and change in organizations," Post-Print halshs-01246464, HAL.
    7. M.J. Cobo & A.G. López-Herrera & E. Herrera-Viedma & F. Herrera, 2011. "Science mapping software tools: Review, analysis, and cooperative study among tools," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(7), pages 1382-1402, July.
    8. Jennifer A. Howard-Grenville, 2005. "The Persistence of Flexible Organizational Routines: The Role of Agency and Organizational Context," Organization Science, INFORMS, vol. 16(6), pages 618-636, December.
    9. Dehua Gao & Xiuquan Deng & Qiuhong Zhao & Hong Zhou & Bing Bai, 2015. "Multi-Agent Based Simulation of Organizational Routines on Complex Networks," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 18(3), pages 1-17.
    10. Levent Yilmaz, 2006. "Validation and verification of social processes within agent-based computational organization models," Computational and Mathematical Organization Theory, Springer, vol. 12(4), pages 283-312, December.
    11. Brian Heath & Raymond Hill & Frank Ciarallo, 2009. "A Survey of Agent-Based Modeling Practices (January 1998 to July 2008)," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 12(4), pages 1-9.
    12. Friederike Wall, 2016. "Agent-based modeling in managerial science: an illustrative survey and study," Review of Managerial Science, Springer, vol. 10(1), pages 135-193, January.
    13. Michael D. Cohen & Daniel A. Levinthal & Massimo Warglien, 2014. "Collective performance: modeling the interaction of habit-based actions," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(2), pages 329-360.
    14. Kathrin Sele & Simon Grand, 2016. "Unpacking the Dynamics of Ecologies of Routines: Mediators and Their Generative Effects in Routine Interactions," Post-Print halshs-01522544, HAL.
    15. M.J. Cobo & A.G. López‐Herrera & E. Herrera‐Viedma & F. Herrera, 2011. "Science mapping software tools: Review, analysis, and cooperative study among tools," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(7), pages 1382-1402, July.
    16. Martha S. Feldman & Brian T. Pentland & Luciana D’Adderio & Nathalie Lazaric, 2016. "Beyond Routines as Things: Introduction to the Special Issue on Routine Dynamics," Organization Science, INFORMS, vol. 27(3), pages 505-513, June.
    17. Junko Shimazoe & Richard M. Burton, 2013. "Justification shift and uncertainty: why are low-probability near misses underrated against organizational routines?," Computational and Mathematical Organization Theory, Springer, vol. 19(1), pages 78-100, March.
    18. Bénédicte Reynaud, 2005. "The void at the heart of rules: routines in the context of rule-following. The case of the Paris Metro Workshop," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 14(5), pages 847-871, October.
    19. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    20. Witt, Ulrich, 2011. "Emergence and functionality of organizational routines: an individualistic approach," Journal of Institutional Economics, Cambridge University Press, vol. 7(2), pages 157-174, June.
    21. Jian Wang, 2013. "Citation time window choice for research impact evaluation," Scientometrics, Springer;Akadémiai Kiadó, vol. 94(3), pages 851-872, March.
    22. Scott Sonenshein, 2016. "Routines and Creativity: From Dualism to Duality," Organization Science, INFORMS, vol. 27(3), pages 739-758, June.
    23. Davide Secchi & Martin Neumann (ed.), 2016. "Agent-Based Simulation of Organizational Behavior," Springer Books, Springer, edition 1, number 978-3-319-18153-0, September.
    24. Waldemar Kremser & Georg Schreyögg, 2016. "The Dynamics of Interrelated Routines: Introducing the Cluster Level," Organization Science, INFORMS, vol. 27(3), pages 698-721, June.
    25. Markus C. Becker, 2004. "Organizational routines: a review of the literature," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 13(4), pages 643-678, August.
    26. Bénédicte Reynaud, 2005. "The void at the heart of rules: Routines in the context of rule-following," PSE Working Papers halshs-00590855, HAL.
    27. Jeremy Aroles & Christine McLean, 2016. "Rethinking Stability and Change in the Study of Organizational Routines: Difference and Repetition in a Newspaper-Printing Factory," Organization Science, INFORMS, vol. 27(3), pages 535-550, June.
    28. Nees Jan van Eck & Ludo Waltman & Rommert Dekker & Jan van den Berg, 2010. "A comparison of two techniques for bibliometric mapping: Multidimensional scaling and VOS," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 61(12), pages 2405-2416, December.
    29. Zofia Patora-Wysocka, 2017. "Beyond Stability vs. Change Dilemma: Everyday Practices and Routines as Sources of Organizational Life," Entrepreneurial Business and Economics Review, Centre for Strategic and International Entrepreneurship at the Cracow University of Economics., vol. 5(1), pages 201-212.
    30. Anja Danner-Schröder & Daniel Geiger, 2016. "Unravelling the Motor of Patterning Work: Toward an Understanding of the Microlevel Dynamics of Standardization and Flexibility," Organization Science, INFORMS, vol. 27(3), pages 633-658, June.
    31. Scott F. Turner & Violina Rindova, 2012. "A Balancing Act: How Organizations Pursue Consistency in Routine Functioning in the Face of Ongoing Change," Organization Science, INFORMS, vol. 23(1), pages 24-46, February.
    32. Kent D. Miller & Brian T. Pentland & Seungho Choi, 2012. "Dynamics of Performing and Remembering Organizational Routines," Journal of Management Studies, Wiley Blackwell, vol. 49(8), pages 1536-1558, December.
    33. Curtis LeBaron & Marlys K. Christianson & Lyndon Garrett & Roy Ilan, 2016. "Coordinating Flexible Performance During Everyday Work: An Ethnomethodological Study of Handoff Routines," Organization Science, INFORMS, vol. 27(3), pages 514-534, June.
    34. Michael D. Cohen & Paul Bacdayan, 1994. "Organizational Routines Are Stored as Procedural Memory: Evidence from a Laboratory Study," Organization Science, INFORMS, vol. 5(4), pages 554-568, November.
    35. Mark J. Zbaracki & Mark Bergen, 2010. "When Truces Collapse: A Longitudinal Study of Price-Adjustment Routines," Organization Science, INFORMS, vol. 21(5), pages 955-972, October.
    36. Cohen, Michael D, et al, 1996. "Routines and Other Recurring Action Patterns of Organizations: Contemporary Research Issues," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 5(3), pages 653-698.
    37. Brian T. Pentland & Thorvald Hærem & Derek Hillison, 2011. "The (N)Ever-Changing World: Stability and Change in Organizational Routines," Organization Science, INFORMS, vol. 22(6), pages 1369-1383, December.
    38. Martha S. Feldman, 2000. "Organizational Routines as a Source of Continuous Change," Organization Science, INFORMS, vol. 11(6), pages 611-629, December.
    39. Brian T. Pentland & Martha S. Feldman, 2005. "Organizational routines as a unit of analysis," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 14(5), pages 793-815, October.
    40. Markus C. Becker, 2004. "Organizational routines : a review of the literature," Post-Print hal-00279010, HAL.
    41. Kathrin Sele & Simon Grand, 2016. "Unpacking the Dynamics of Ecologies of Routines: Mediators and Their Generative Effects in Routine Interactions," Organization Science, INFORMS, vol. 27(3), pages 722-738, June.
    42. Vikas A. Aggarwal & Hart E. Posen & Maciej Workiewicz, 2017. "Adaptive capacity to technological change: A microfoundational approach," Strategic Management Journal, Wiley Blackwell, vol. 38(6), pages 1212-1231, June.
    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. Muyun Sun & Kaiyuan He & Ting Wen, 2023. "The Impact of Shared Leadership on Team Creativity in Innovation Teams—A Chain Mediating Effect Model," Sustainability, MDPI, vol. 15(2), pages 1-14, January.

    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. Martha S. Feldman & Brian T. Pentland & Luciana D’Adderio & Nathalie Lazaric, 2016. "Beyond Routines as Things: Introduction to the Special Issue on Routine Dynamics," Organization Science, INFORMS, vol. 27(3), pages 505-513, June.
    2. Anja Danner-Schröder, 2021. "Without actors, there is no action: How interpersonal interactions help to explain routine dynamics," Review of Managerial Science, Springer, vol. 15(7), pages 1913-1936, October.
    3. Gilstrap, J. Bruce & Hart, Timothy A., 2020. "How employee behaviors effect organizational change and stability," Journal of Business Research, Elsevier, vol. 109(C), pages 120-131.
    4. Rouslan Koumakhov & Adel Daoud, 2017. "Routine and reflexivity: Simonian cognitivism vs practice approach," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(4), pages 727-743.
    5. Giada Baldessarelli & Nathalie Lazaric & Michele Pezzoni, 2022. "Organizational routines: Evolution in the research landscape of two core communities," Post-Print halshs-03718851, HAL.
    6. Giada Baldessarelli & Nathalie Lazaric & Michele Pezzoni, 2022. "Organizational routines: Evolution in the research landscape of two core communities," Journal of Evolutionary Economics, Springer, vol. 32(4), pages 1119-1154, September.
    7. Paul Spee & Paula Jarzabkowski & Michael Smets, 2016. "The Influence of Routine Interdependence and Skillful Accomplishment on the Coordination of Standardizing and Customizing," Organization Science, INFORMS, vol. 27(3), pages 759-781, June.
    8. Yutaka Yamauchi & Takeshi Hiramoto, 2020. "Performative Achievement of Routine Recognizability: An Analysis of Order Taking Routines at Sushi Bars," Journal of Management Studies, Wiley Blackwell, vol. 57(8), pages 1610-1642, December.
    9. Neil M Kay, 2018. "We need to talk: opposing narratives and conflicting perspectives in the conversation on routines," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(6), pages 943-956.
    10. Anja Danner-Schröder & Daniel Geiger, 2016. "Unravelling the Motor of Patterning Work: Toward an Understanding of the Microlevel Dynamics of Standardization and Flexibility," Organization Science, INFORMS, vol. 27(3), pages 633-658, June.
    11. Lisa Balzarin & Francesco Zirpoli, 2021. "How organizational identity and organizational routines affect each other through agency," Working Papers 04, Department of Management, Università Ca' Foscari Venezia.
    12. Aura Parmentier-Cajaiba & Nathalie Lazaric & Giovany Cajaiba-Santana, 2021. "The effortful process of routines emergence: the interplay of entrepreneurial actions and artefacts," Journal of Evolutionary Economics, Springer, vol. 31(1), pages 33-63, January.
    13. Dehua Gao & Flaminio Squazzoni & Xiuquan Deng, 2018. "The Intertwining Impact of Intraorganizational and Routine Networks on Routine Replication Dynamics: An Agent-Based Model," Complexity, Hindawi, vol. 2018, pages 1-23, November.
    14. Davies, Andrew & Frederiksen, Lars & Cacciatori, Eugenia & Hartmann, Andreas, 2018. "The long and winding road: Routine creation and replication in multi-site organizations," Research Policy, Elsevier, vol. 47(8), pages 1403-1417.
    15. Jeremy Aroles & Christine McLean, 2016. "Rethinking Stability and Change in the Study of Organizational Routines: Difference and Repetition in a Newspaper-Printing Factory," Organization Science, INFORMS, vol. 27(3), pages 535-550, June.
    16. Robert Charles Sheldon & Eric Michael Laviolette & Fabien Geuser, 2020. "Explaining the process and effects of new routine introduction with a notion of micro-level entrepreneurship," Journal of Evolutionary Economics, Springer, vol. 30(3), pages 609-642, July.
    17. Fleur Deken & Paul R. Carlile & Hans Berends & Kristina Lauche, 2016. "Generating Novelty Through Interdependent Routines: A Process Model of Routine Work," Organization Science, INFORMS, vol. 27(3), pages 659-677, June.
    18. Dehua Gao & Flaminio Squazzoni & Xiuquan Deng, 2018. "The role of cognitive artifacts in organizational routine dynamics: an agent-based model," Computational and Mathematical Organization Theory, Springer, vol. 24(4), pages 473-499, December.
    19. Luciana D’Adderio, 2014. "The Replication Dilemma Unravelled: How Organizations Enact Multiple Goals in Routine Transfer," Organization Science, INFORMS, vol. 25(5), pages 1325-1350, October.
    20. Kathrin Sele & Simon Grand, 2016. "Unpacking the Dynamics of Ecologies of Routines: Mediators and Their Generative Effects in Routine Interactions," Organization Science, INFORMS, vol. 27(3), pages 722-738, June.

    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:rvmgts:v:16:y:2022:i:2:d:10.1007_s11846-021-00446-z. 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.