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Do Online Communities Improve Job Performance in the Geographically Dispersed Organization?

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  • Jingchuan Pu

Abstract

The past decade has witnessed the explosive implementation of corporate social tools and technologies such as corporate internal online communities. However, there is little empirical evidence on whether and to what extent the implementation of an internal online community affects individual job performance in the geographically dispersed organization. In this study, we investigate this question with a quasi‐natural experiment: A large manufacturer (i.e., the company) introduced an internal online community for its sales representatives across geographically dispersed subunits. The unique data set from the company's different departments enables us to observe detailed information about each representative's community usage, sales performance, and demographics. Our difference‐in‐differences design and instrumental‐variable analysis jointly demonstrate a positive relationship between community usage and individual sales performance. In addition, we find that the online community has heterogeneous effects: It is significantly more beneficial for representatives with fewer offline opportunities to observe and learn from their colleagues' activities (i.e., representatives from subunits with fewer employees and lower average job performance). Finally, sales performance is more positively associated with reading posts from nonlocal subunits (vs. posts from the local subunit) and posts that summarize multiple selling events (vs. posts that describe a single selling event). Our study has implications for managers regarding the benefits of corporate online communities, especially for the geographically dispersed organization.

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  • Jingchuan Pu, 2022. "Do Online Communities Improve Job Performance in the Geographically Dispersed Organization?," Production and Operations Management, Production and Operations Management Society, vol. 31(2), pages 403-421, February.
  • Handle: RePEc:bla:popmgt:v:31:y:2022:i:2:p:403-421
    DOI: 10.1111/poms.13565
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    as
    1. Alexandre Mas & Enrico Moretti, 2009. "Peers at Work," American Economic Review, American Economic Association, vol. 99(1), pages 112-145, March.
    2. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    3. Paul Almeida & Bruce Kogut, 1999. "Localization of Knowledge and the Mobility of Engineers in Regional Networks," Management Science, INFORMS, vol. 45(7), pages 905-917, July.
    4. Narda R. Quigley & Paul E. Tesluk & Edwin A. Locke & Kathryn M. Bartol, 2007. "A Multilevel Investigation of the Motivational Mechanisms Underlying Knowledge Sharing and Performance," Organization Science, INFORMS, vol. 18(1), pages 71-88, February.
    5. Wai Fong Boh & Yuqing Ren & Sara Kiesler & Robert Bussjaeger, 2007. "Expertise and Collaboration in the Geographically Dispersed Organization," Organization Science, INFORMS, vol. 18(4), pages 595-612, August.
    6. Ruomeng Cui & Santiago Gallino & Antonio Moreno & Dennis J. Zhang, 2018. "The Operational Value of Social Media Information," Production and Operations Management, Production and Operations Management Society, vol. 27(10), pages 1749-1769, October.
    7. Dennis J. Zhang & Gad Allon & Jan A. Van Mieghem, 2017. "Does Social Interaction Improve Learning Outcomes? Evidence from Field Experiments on Massive Open Online Courses," Manufacturing & Service Operations Management, INFORMS, vol. 19(3), pages 347-367, July.
    8. Jonathon N. Cummings, 2004. "Work Groups, Structural Diversity, and Knowledge Sharing in a Global Organization," Management Science, INFORMS, vol. 50(3), pages 352-364, March.
    9. Sridhar Narayanan & Kirthi Kalyanam, 2015. "Position Effects in Search Advertising and their Moderators: A Regression Discontinuity Approach," Marketing Science, INFORMS, vol. 34(3), pages 388-407, May.
    10. Suresh Muthulingam & Anupam Agrawal, 2016. "Does Quality Knowledge Spillover at Shared Suppliers? An Empirical Investigation," Manufacturing & Service Operations Management, INFORMS, vol. 18(4), pages 525-544, October.
    11. Dennis Epple & Linda Argote & Kenneth Murphy, 1996. "An Empirical Investigation of the Microstructure of Knowledge Acquisition and Transfer Through Learning by Doing," Operations Research, INFORMS, vol. 44(1), pages 77-86, February.
    12. Armin Falk & Andrea Ichino, 2006. "Clean Evidence on Peer Effects," Journal of Labor Economics, University of Chicago Press, vol. 24(1), pages 39-58, January.
    13. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413.
    14. Vidya Mani & Suresh Muthulingam, 2019. "Does Learning from Inspections Affect Environmental Performance? Evidence from Unconventional Well Development in Pennsylvania," Service Science, INFORMS, vol. 21(1), pages 177-197, January.
    15. Gad Allon & Volodymyr Babich, 2020. "Crowdsourcing and Crowdfunding in the Manufacturing and Services Sectors," Manufacturing & Service Operations Management, INFORMS, vol. 22(1), pages 102-112, January.
    16. Anuj Kumar & Amit Mehra & Subodha Kumar, 2019. "Why Do Stores Drive Online Sales? Evidence of Underlying Mechanisms from a Multichannel Retailer," Service Science, INFORMS, vol. 30(1), pages 319-338, March.
    17. Kaiquan Xu & Jason Chan & Anindya Ghose & Sang Pil Han, 2017. "Battle of the Channels: The Impact of Tablets on Digital Commerce," Management Science, INFORMS, vol. 63(5), pages 1469-1492, May.
    18. Joel A. C. Baum & Kristina B. Dahlin, 2007. "Aspiration Performance and Railroads’ Patterns of Learning from Train Wrecks and Crashes," Organization Science, INFORMS, vol. 18(3), pages 368-385, June.
    19. Argote, Linda & Ingram, Paul, 2000. "Knowledge Transfer: A Basis for Competitive Advantage in Firms," Organizational Behavior and Human Decision Processes, Elsevier, vol. 82(1), pages 150-169, May.
    20. Eric D. Darr & Linda Argote & Dennis Epple, 1995. "The Acquisition, Transfer, and Depreciation of Knowledge in Service Organizations: Productivity in Franchises," Management Science, INFORMS, vol. 41(11), pages 1750-1762, November.
    21. Linda Argote & Ella Miron-Spektor, 2011. "Organizational Learning: From Experience to Knowledge," Organization Science, INFORMS, vol. 22(5), pages 1123-1137, October.
    22. Daron Acemoglu & David H. Autor & David Lyle, 2004. "Women, War, and Wages: The Effect of Female Labor Supply on the Wage Structure at Midcentury," Journal of Political Economy, University of Chicago Press, vol. 112(3), pages 497-551, June.
    23. Carl Mela & Praveen Kopalle, 2002. "The impact of collinearity on regression analysis: the asymmetric effect of negative and positive correlations," Applied Economics, Taylor & Francis Journals, vol. 34(6), pages 667-677.
    24. Elina H. Hwang & Param Vir Singh & Linda Argote, 2015. "Knowledge Sharing in Online Communities: Learning to Cross Geographic and Hierarchical Boundaries," Organization Science, INFORMS, vol. 26(6), pages 1593-1611, December.
    25. Stephen Tallman & Anupama Phene, 2007. "Leveraging Knowledge Across Geographic Boundaries," Organization Science, INFORMS, vol. 18(2), pages 252-260, April.
    26. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    27. Tat Y. Chan & Jia Li & Lamar Pierce, 2014. "Compensation and Peer Effects in Competing Sales Teams," Management Science, INFORMS, vol. 60(8), pages 1965-1984, August.
    28. Lu (Lucy) Yan, 2020. "The Kindness of Commenters: An Empirical Study of the Effectiveness of Perceived and Received Support for Weight‐Loss Outcomes," Production and Operations Management, Production and Operations Management Society, vol. 29(6), pages 1448-1466, June.
    29. Sachin B. Modi & David E. Cantor, 2021. "How Coopetition Influences Environmental Performance: Role of Financial Slack, Leverage, and Leanness," Production and Operations Management, Production and Operations Management Society, vol. 30(7), pages 2046-2068, July.
    30. Liangfei Qiu & Subodha Kumar, 2017. "Understanding Voluntary Knowledge Provision and Content Contribution Through a Social-Media-Based Prediction Market: A Field Experiment," Information Systems Research, INFORMS, vol. 28(3), pages 529-546, September.
    31. David Dreyfus & Anand Nair & Srinivas Talluri, 2020. "The Impact of Chain Organization Size on Efficiency and Quality of Affiliated Facilities—Implications for Multi‐Unit Organizational Forms," Production and Operations Management, Production and Operations Management Society, vol. 29(7), pages 1605-1623, July.
    32. Dong-Gil Ko & Alan R. Dennis, 2011. "Profiting from Knowledge Management: The Impact of Time and Experience," Information Systems Research, INFORMS, vol. 22(1), pages 134-152, March.
    33. Kristina Dahlin & Joel A.C Baum, 2007. "Aspiration performance and railroads' patterns of learning from train wrecks and crashes," Post-Print hal-00480399, HAL.
    34. Jingchuan Pu & Yuan Chen & Liangfei Qiu & Hsing Kenneth Cheng, 2020. "Does Identity Disclosure Help or Hurt User Content Generation? Social Presence, Inhibition, and Displacement Effects," Information Systems Research, INFORMS, vol. 31(2), pages 297-322, June.
    35. Yang Wang & Paulo Goes & Zaiyan Wei & Daniel Zeng, 2019. "Production of Online Word‐of‐Mouth: Peer Effects and the Moderation of User Characteristics," Production and Operations Management, Production and Operations Management Society, vol. 28(7), pages 1621-1640, July.
    36. Epple, Dennis & Romano, Richard E, 1998. "Competition between Private and Public Schools, Vouchers, and Peer-Group Effects," American Economic Review, American Economic Association, vol. 88(1), pages 33-62, March.
    37. Carolyn D. Egelman & Dennis Epple & Linda Argote & Erica R. H. Fuchs, 2017. "Learning by Doing in Multiproduct Manufacturing: Variety, Customizations, and Overlapping Product Generations," Management Science, INFORMS, vol. 63(2), pages 405-423, February.
    38. Elina H. Hwang & David Krackhardt, 2020. "Online Knowledge Communities: Breaking or Sustaining Knowledge Silos?," Production and Operations Management, Production and Operations Management Society, vol. 29(1), pages 138-155, January.
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