Platform Sponsor Investments and User Contributions in Knowledge Communities: The Role of Knowledge Seeding1
Abstract
How should digital platforms engage with and invest in their online communities to shape innovation and knowledge contributions from members in their platform ecosystems? This is an important question because user contributions are important drivers of technological progress and business value. We examine the effect of platform sponsors’ investments in online communities on user knowledge contributions, using fine-grained longitudinal data from a leading enterprise software vendor’s community network. We focus on the sponsor practice of knowledge seeding, in which its employees provide free technical support by answering questions posted in discussion forums. We define user knowledge contribution as peer-evaluated, quality-weighted solutions that community members provide to help resolve the questions their peers raise. We show that the platform sponsor’s investments in knowledge seeding have a positive, significant association with user knowledge contribution. We also find temporal and geographical variations in returns on the sponsor’s knowledge investments. Specifically, returns (i.e., amount of user contribution that is stimulated) decrease with the age of the community, consistent with the observation that the most active contributors are lead users who tend to join the community early. In addition, returns vary across different countries, such that greater returns are realized when the investment is made in countries with higher levels of information technology (IT) infrastructure, partly because country-level IT infrastructure may be associated with greater absorptive capacity of these countries. We discuss the implications for research and practice.
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Focal platform firms can use knowledge brokering, providing meta-knowledge via dedicated and semi-formalized interaction such as helpdesks and account managers for a subset of complementors.
“Second, knowledge brokering provides meta-knowledge and takes place for a subset of complementors via dedicated and semi-formalized interaction, i.e., helpdesks and account managers.”
From Digital platform ecosystems in flux: From proprietary digital platforms to wide-spanning ecosystems (2023) · cites this paper as Huang et al., 2018
Focal platform firms can use knowledge bridging, targeting an individual complementor with specific knowledge transfers such as one-to-one assistance and coaching.
“Third, knowledge bridging targets an individual complementor with specific knowledge transfers, i.e., oneto-one assistance and coaching (Foerderer et al., 2019;Huang et al., 2018;Zhang et al., 2022).”
From Digital platform ecosystems in flux: From proprietary digital platforms to wide-spanning ecosystems (2023) · cites this paper as Huang et al., 2018
Focal platform firms can use standardized broadcasting of information via transferable objects such as handbooks, guidelines, or wikis to exchange knowledge with complementors without direct interaction.
“One possibility is the standardized broadcasting of information via transferable objects, i.e., handbooks or guidelines, or wikis.Complementors can access this knowledge without direct interaction with the focal platform firm.”
From Digital platform ecosystems in flux: From proprietary digital platforms to wide-spanning ecosystems (2023) · cites this paper as Huang et al., 2018
Cites
Absorptive Capacity: A New Perspective on Learning and Innovation
Cohen, W. M., & Levinthal, D. A. (1990) · Administrative Science Quarterly · doi:10.2307/2393553 · Cited by 35,728 · see citing works
Arellano, M., & Bond, S. (1991) · The Review of Economic Studies · doi:10.2307/2297968 · Cited by 33,272 · see citing works
Initial conditions and moment restrictions in dynamic panel data models
Blundell, R., & Bond, S. (1998) · Journal of Econometrics · doi:10.1016/s0304-4076(98)00009-8 · Cited by 22,571 · see citing works
Another look at the instrumental variable estimation of error-components models
Arellano, M., & Bover, O. (1995) · Journal of Econometrics · doi:10.1016/0304-4076(94)01642-d · Cited by 19,880 · see citing works
Initial conditions and moment restrictions in dynamic panel data models
Blundell, R., & Bond, S. (1995) · Working Paper Series · doi:10.1920/wp.ifs.1995.9517 · Cited by 14,755 · see citing works
Absorptive Capacity: A Review, Reconceptualization, and Extension
Zahra, S. A., & George, G. (2002) · The Academy of Management Review · doi:10.5465/amr.2002.6587995 · Cited by 10,758 · see citing works
An integrative model of organizational trust
Mayer, R. C., Davis, J. H., & Schoorman, F. D. (1995) · The Academy of Management Review · doi:10.2307/258792 · Cited by 10,736 · see citing works
Alavi, M., & Leidner, D. E. (2001) · MIS Quarterly · doi:10.2307/3250961 · Cited by 10,176 · see citing works
Brown, J. S., & Duguid, P. (1991) · Organization Science · doi:10.1287/orsc.2.1.40 · Cited by 8,442 · see citing works
Exploring internal stickiness: Impediments to the transfer of best practice within the firm
Szulanski, G. (1996) · Strategic Management Journal · doi:10.1002/smj.4250171105 · Cited by 7,839 · see citing works
Innovation and Learning: The Two Faces of R & D
Cohen, W. M., & Levinthal, D. A. (1989) · The Economic Journal · doi:10.2307/2233763 · Cited by 7,530 · see citing works
Knowledge management: An organizational capabilities perspective
Gold, A. H., Malhotra, A., & Segars, A. H. (2001) · Journal of Management Information Systems · doi:10.1080/07421222.2001.11045669 · Cited by 6,233 · see citing works
Mostly Harmless Econometrics: An Empiricist's Companion
Angrist, J. D., & Pischke, J.-S. (2008) · doi:10.2307/j.ctvcm4j72 · Cited by 5,051 · see citing works
Wasko, M. M., & Faraj, S. A. (2005) · MIS Quarterly · doi:10.2307/25148667 · Cited by 5,048 · see citing works
Lead Users: A Source of Novel Product Concepts
von Hippel, E. (1986) · Management Science · doi:10.1287/mnsc.32.7.791 · Cited by 4,654 · see citing works
von Hippel, E. (2005) · doi:10.7551/mitpress/2333.001.0001 · Cited by 3,768 · see citing works
Consumer engagement in a virtual brand community: An exploratory analysis
Brodie, R. J., Ilić, A., Jurić, B., & Hollebeek, L. D. (2011) · Journal of Business Research · doi:10.1016/j.jbusres.2011.07.029 · Cited by 3,413 · see citing works
Communities of Practice: The Organizational Frontier
Wenger, É., & Snyder, W. M. (2006) · Knowledge management and organizational learning · doi:10.1093/oso/9780199291793.003.0017 · Cited by 3,337 · see citing works
Digital Innovation Management: Reinventing Innovation Management Research in a Digital World
Nambisan, S., Lyytinen, K., Majchrzak, A., & Song, M. (2017) · MIS Q. · doi:10.25300/misq/2017/41:1.03 · Cited by 2,541 · see citing works
Organizing for Innovation in the Digitized World
Yoo, Y., Boland, R. J., Lyytinen, K., & Majchrzak, A. (2012) · Organization Science · doi:10.1287/orsc.1120.0771 · Cited by 2,469 · see citing works
Some Simple Economics of Open Source
Lerner, J., & Tirole, J. (2002) · The Journal of Industrial Economics · doi:10.1111/1467-6451.00174 · Cited by 2,355 · see citing works
TRUST: THE CONNECTING LINK BETWEEN ORGANIZATIONAL THEORY AND PHILOSOPHICAL ETHICS
Hosmer, L. T. (1995) · The Academy of Management Review · doi:10.5465/amr.1995.9507312923 · Cited by 2,323 · see citing works
Open source software and the “private-collective” innovation model: Issues for organization science
Hippel, E. V., & Krogh, G. V. (2003) · Organization Science · doi:10.1287/orsc.14.2.209.14992 · Cited by 2,145 · see citing works
Investments in Consumer Relationships: A Cross-Country and Cross-Industry Exploration
De Wulf, K., Odekerken-Schröder, G., & Iacobucci, D. (2001) · Journal of Marketing · doi:10.1509/jmkg.65.4.33.18386 · Cited by 2,083 · see citing works
Is Anybody out There? Antecedents of Trust in Global Virtual Teams
Jarvenpaa, S. L., Knoll, K., & Leidner, D. E. (1998) · Journal of Management Information Systems · doi:10.1080/07421222.1998.11518185 · Cited by 1,906 · see citing works
Choudary, S. P., Alstyne, M. V., & PARKER, G. G. (2016) · Cited by 1,852 · see citing works
How open source software works: “free” user-to-user assistance
Lakhani, K. R., & von Hippel, E. (2003) · Research Policy · doi:10.1016/s0048-7333(02)00095-1 · Cited by 1,596 · see citing works
Platform Leadership How Intel, Microsoft, and Cisco Drive Industry Innovation
Gawer, A., & Cusumano, M. A. (2002) · Cited by 1,486 · see citing works
The Kindness of Strangers: The Usefulness of Electronic Weak Ties for Technical Advice
Constant, D., Sproull, L. S., & Kiesler, S. B. (1996) · Organization Science · doi:10.1287/orsc.7.2.119 · Cited by 1,430 · see citing works
Some antecedents and effects of trust in virtual communities
Ridings, C. M., Gefen, D., & Arinze, B. (2002) · The Journal of Strategic Information Systems · doi:10.1016/s0963-8687(02)00021-5 · Cited by 1,423 · cited 1× · see citing works
“…refrain from opportunistic behavior and will not take advantage of the situation (Hosmer 1995)—is a precondition that needs to be developed to promote positive outcomes and sustain repeated interactions among virtual community members, who are typically a group of strangers (Ridings et al. 2002).”
BackgroundLead User Analyses for the Development of New Industrial Products
Urban, G. L., & von Hippel, E. (1988) · Management Science · doi:10.1287/mnsc.34.5.569 · Cited by 1,125 · see citing works
Impact of a Confounding Variable on a Regression Coefficient
Frank, K. A. (2000) · Sociological Methods & Research · doi:10.1177/0049124100029002001 · Cited by 1,042 · see citing works
Americans Do IT Better: US Multinationals and the Productivity Miracle
Bloom, N., Sadun, R., & Reenen, J. V. (2012) · American Economic Review · doi:10.1257/aer.102.1.167 · Cited by 1,028 · see citing works
Malhotra, A., Gosain, S., & El Sawy, O. A. (2005) · MIS Quarterly · doi:10.2307/25148671 · Cited by 994 · see citing works
Antecedents of Knowledge Transfer from Consultants to Clients in Enterprise System Implementations
Ko, D., Kirsch, L. J., & King, W. R. (2005) · Journal of the Association for Information Systems · Cited by 981 · see citing works
Jeppesen, L. B., & Frederiksen, L. (2006) · Organization Science · doi:10.1287/orsc.1050.0156 · Cited by 981 · see citing works
Crowdsourcing New Product Ideas over Time: An Analysis of the Dell IdeaStorm Community
Bayus, B. L. (2012) · Management Science · doi:10.1287/mnsc.1120.1599 · Cited by 908 · see citing works
The Emergence of Governance in an Open Source Community
O'Mahony, S., & Ferraro, F. (2007) · Academy of Management Journal · doi:10.5465/amj.2007.27169153 · Cited by 899 · see citing works
Investment in Enterprise Resource Planning: Business Impact and Productivity Measures
Hitt, L. M., Wu, D. J., & Zhou, X. (2002) · Journal of Management Information Systems · doi:10.1080/07421222.2002.11045716 · Cited by 877 · cited 2× · see citing works
“Enterprise software products are highly businessprocess oriented and usually need to be customized to fit specific business practices, where idiosyncratic local needs tend to drive complementary user innovations in workplaces (Hitt et al. 2002; Von Hippel 2005).”
BackgroundGhazawneh, A., & Henfridsson, O. (2013) · Information Systems Journal · doi:10.1111/j.1365-2575.2012.00406.x · Cited by 854 · see citing works
Finding Commercially Attractive User Innovations: A Test of Lead‐User Theory*
Franke, N., von Hippel, E., & Schreier, M. (2006) · Journal of Product Innovation Management · doi:10.1111/j.1540-5885.2006.00203.x · Cited by 812 · see citing works
Antecedents of Knowledge Transfer from Consultants to Clients in Enterprise System Implementations1
Ko, D., Kirsch, L. J., & King (2005) · MIS Quarterly · doi:10.2307/25148668 · Cited by 756 · see citing works
Lee, G. K., & Cole, R. E. (2003) · Organization Science · doi:10.1287/orsc.14.6.633.24866 · Cited by 713 · see citing works
Carrots and Rainbows: Motivation and Social Practice in Open Source Software Development1
von Krogh, G., Haefliger, S., Spaeth, S., & Wallin, M. W. (2012) · MIS Quarterly · doi:10.2307/41703471 · Cited by 698 · see citing works
Nambisan, S., & Baron, R. A. (2007) · Journal of Interactive Marketing · doi:10.1002/dir.20077 · Cited by 686 · see citing works
Beyond the Call of Duty: Why Customers Contribute to Firm-hosted Commercial Online Communities
Wiertz, C., & de Ruyter, K. (2007) · Organization Studies · doi:10.1177/0170840607076003 · Cited by 622 · see citing works
Determinants of User Innovation and Innovation Sharing in a Local Market
Morrison, P., Roberts, J. H., & von Hippel, E. (2000) · Management Science · doi:10.1287/mnsc.46.12.1513.12076 · Cited by 614 · see citing works
Roberts, Galluch, P. S., Dinger, M., & Grover (2012) · MIS Quarterly · doi:10.2307/41703470 · Cited by 563 · see citing works
Community Building on the Web: Secret Strategies for Successful Online Communities
Kim, A. J. (2000) · Cumulative Index of Computer Aided Architectural Design · Cited by 561 · see citing works
Innovation creation by online basketball communities
Füller, J., Jawecki, G., & Mühlbacher, H. (2006) · Journal of Business Research · doi:10.1016/j.jbusres.2006.09.019 · Cited by 540 · see citing works
Cultivating Trust and Harvesting Value in Virtual Communities
Porter, C. E., & Donthu, N. (2008) · Management Science · doi:10.1287/mnsc.1070.0765 · Cited by 483 · see citing works
Information Technology and Intangible Output: The Impact of IT Investment on Innovation Productivity
Kleis, L., Chwelos, P., Ramirez, R. V., & Cockburn, I. (2011) · Information Systems Research · doi:10.1287/isre.1100.0338 · Cited by 479 · see citing works
Consumers as Co-developers: Learning and Innovation Outside the Firm
Jeppesen, L., & Molin, M. J. (2003) · Technology Analysis & Strategic Management · doi:10.1080/09537320310001601531 · Cited by 478 · see citing works
Towards an information systems perspective and research agenda on crowdsourcing for innovation
Majchrzak, A., & Malhotra, A. (2013) · The Journal of Strategic Information Systems · doi:10.1016/j.jsis.2013.07.004 · Cited by 473 · see citing works
Ebner, W., Leimeister, J., & Krcmar, H. (2009) · R and D Management · doi:10.1111/j.1467-9310.2009.00564.x · Cited by 448 · see citing works
How to Manage Outside Innovation
Boudreau, K. J., & Lakhani, K. R. (2009) · MIT Sloan Management Review · Cited by 443 · see citing works
Orchestration Processes in Network-Centric Innovation: Evidence From the Field.
Nambisan, S., & Sawhney, M. (2011) · Academy of Management Perspectives · doi:10.5465/amp.2011.63886529 · Cited by 441 · see citing works
Gangi, P. D., & Wasko, M. (2009) · Decision Support Systems · doi:10.1016/j.dss.2009.04.004 · Cited by 418 · see citing works
How LEGO Built the Foundations and Enterprise Capabilities for Digital Leadership
Sawy, O. A. E., Kræmmergaard, P., Amsinck, H., & Vinter, A. L. (2020) · Routledge eBooks · doi:10.4324/9780429286797-8 · Cited by 405 · see citing works
The Role of Participation Architecture in Growing Sponsored Open Source Communities
West, J., & O'Mahony, S. C. (2008) · Industry and Innovation · doi:10.1080/13662710801970142 · Cited by 383 · see citing works
The Net-Enabled Business Innovation Cycle and the Evolution of Dynamic Capabilities
Zahra, S. A., & George, G. (2002) · Information Systems Research · doi:10.1287/isre.13.2.147.90 · Cited by 376 · see citing works
The Principles of Distributed Innovation
Lakhani, K. R., & Panetta, J. A. (2007) · Innovations Technology Governance Globalization · doi:10.1162/itgg.2007.2.3.97 · Cited by 363 · see citing works
The nature of lead users and measurement of leading edge status
Morrison, P., Roberts, J. H., & Midgley, D. F. (2003) · Research Policy · doi:10.1016/j.respol.2003.09.007 · Cited by 352 · see citing works
The Productivity of Information Technology Investments: New Evidence from IT Labor Data
Tambe, P. B., & Hitt, L. (2012) · Information systems research · doi:10.1287/isre.1110.0398 · Cited by 319 · see citing works
Nambisan, S. (2013) · Journal of the Association for Information Systems · doi:10.17705/1jais.00327 · Cited by 318 · see citing works
The Corporate Digital Divide: Determinants of Internet Adoption
Chris Forman, A. (2005) · Management Science · doi:10.1287/mnsc.1040.0343 · Cited by 278 · see citing works
Saldanha, T. J. V., Mithas, S., & Krishnan, M. S. (2017) · MIS Quarterly · doi:10.25300/misq/2017/41.1.14 · Cited by 274 · see citing works
Self-citationThe Extroverted Firm: How External Information Practices Affect Innovation and Productivity
Tambe, P. B., Hitt, L. M., & Brynjolfsson, E. (2012) · Management Science · doi:10.1287/mnsc.1110.1446 · Cited by 272 · see citing works
Nambisan, S., & Baron, R. A. (2009) · Organization Science · doi:10.1287/orsc.1090.0460 · Cited by 271 · see citing works
Strategic Interaction and Knowledge Sharing in the KDE Developer Mailing List
Kuk, G. (2006) · Management Science · doi:10.1287/mnsc.1060.0551 · Cited by 252 · see citing works
Gangi, P. M. D., Wasko, M. M., & Hooker, R. E. (2010) · Journal of the Association for Information Systems · Cited by 236 · see citing works
Does Platform Owner’s Entry Crowd Out Innovation? Evidence from Google Photos
Foerderer, J., Kude, T., Mithas, S., & Heinzl, A. (2018) · Information Systems Research · doi:10.1287/isre.2018.0787 · Cited by 235 · see citing works
Self-citationHow to Foster and Sustain Engagement in Virtual Communities
Porter, C. E., Donthu, N., MacElroy, W. H., & Wydra, D. (2011) · California Management Review · doi:10.1525/cmr.2011.53.4.80 · Cited by 202 · see citing works
Managing the knowledge life cycle
Birkinshaw, J., & Sheehan, T. (2003) · IEEE Engineering Management Review · doi:10.1109/emr.2003.24901 · Cited by 196 · see citing works
Network Effects: The Influence of Structural Capital on Open Source Project Success1
Singh, P. V., Tan, Y., & Mookerjee, V. S. (2011) · MIS Quarterly · doi:10.2307/41409962 · Cited by 186 · see citing works
Information Technology and Productivity in Developed and Developing Countries
Dedrick, J. L., Kraemer, K., & Shih, E. (2013) · Journal of Management Information Systems · doi:10.2753/mis0742-1222300103 · Cited by 183 · see citing works
The Role of Feedback in Managing the Internet-Based Volunteer Work Force
Moon, J. Y., & Sproull, L. S. (2008) · Information Systems Research · doi:10.1287/isre.1080.0208 · Cited by 156 · see citing works
Firm-hosted online brand communities and new product success
Gruner, R. L., Homburg, C., & Lukas, B. A. (2013) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-013-0334-9 · Cited by 139 · see citing works
Mitigating Diminishing Returns to R&D: The Role of Information Technology in Innovation
Ravichandran, T., Han, S., & Mithas, S. (2017) · Information Systems Research · doi:10.1287/isre.2017.0717 · Cited by 139 · see citing works
Self-citationThe role of lead users in knowledge sharing
Jeppesen, L. B., & Laursen, K. (2009) · Research Policy · doi:10.1016/j.respol.2009.09.002 · Cited by 138 · see citing works
Theory and Analysis of Company-Sponsored Value Co-Creation
Chen, L., Marsden, J. R., & Zhang, Z. (2012) · Journal of Management Information Systems · doi:10.2753/mis0742-1222290206 · Cited by 120 · see citing works
Determinants of ERP implementation knowledge transfer
Xu, Q., & Ma, Q. (2008) · Information & Management · doi:10.1016/j.im.2008.08.004 · Cited by 112 · see citing works
Gamification: A new paradigm for online user engagement
Kankanhalli, A., Taher, M., Cavusoglu, H., & Kim, S. H. (2012) · National University of Singapore · Cited by 97 · see citing works
The Role of Wiki Technology and Altruism in Collaborative Knowledge Creation
Prasarnphanich, P., & Wagner, C. (2009) · Journal of Computer Information Systems · doi:10.1080/08874417.2009.11645338 · Cited by 96 · see citing works
Spaeth, S., von Krogh, G., & He, V. F. (2014) · Information Systems Research · doi:10.1287/isre.2014.0539 · Cited by 89 · see citing works
Can Gamification Motivate Voluntary Contributions?
Cavusoglu, H., Li, Z., & Huang, K. (2015) · ACM Conference on Computer Supported Cooperative Work (CSCW) · doi:10.1145/2685553.2698999 · Cited by 81 · see citing works
Participation in Open Knowledge Communities and Job-Hopping: Evidence from Enterprise Software1
Huang, P., & Zhang, Z. (2016) · MIS Quarterly · doi:10.25300/misq/2016/40.3.13 · Cited by 74 · see citing works
Self-citationHow to Find Answers within Your CompanyPreprint
Benbya, H., & Alstyne, M. V. (2010) · SSRN Electronic Journal · Cited by 62 · see citing works
The impact of rewards within communities of practice: a study of the SAP online global community
Fahey, R. P., Vasconcelos, A. C., & Ellis, D. J. (2007) · Knowledge Management Research & Practice · doi:10.1057/palgrave.kmrp.8500140 · Cited by 47 · see citing works
Research Note—Determinants of Country-Level Investment in Information Technology
Shih, E. C.-F., Kraemer, K. L., & Dedrick, J. (2007) · Management Science · doi:10.1287/mnsc.1060.0670 · Cited by 44 · see citing works
Quantifying the impact of badges on user engagement in online Q&A communities
Li, Z., Huang, K.-W., & Cavusoglu, H. (2012) · National University of Singapore · Cited by 42 · see citing works
Dennis, A. R., & Vessey, I. (2005) · Journal of the Association for Information Systems · Cited by 40 · see citing works
Liu, H., Zhang, J., Liu, R., & Li, G. (2014) · Information Technology and Management · doi:10.1007/s10799-014-0199-8 · Cited by 39 · see citing works
Social Business By Design: Transformative Social Media Strategies for the Connected Company
Hinchcliffe, D., & Kim, P. (2012) · Cited by 37 · see citing works
Kim, K., Mithas, S., Whitaker, J., & Roy, P. K. (2014) · Information Systems Research · doi:10.1287/isre.2014.0532 · Cited by 31 · see citing works
Self-citationIT and Productivity in Developed and Developing Countries
Dedrick, J., Kraemer, K. L., & Shih, E. C.-F. (2010) · Journal of the Association for Information Systems · Cited by 12 · see citing works
Lessons from Tata's Corporate Innovation Strategy
Mithas, S., & Arora, R. (2015) · IT Professional · doi:10.1109/mitp.2015.26 · Cited by 9 · see citing works
Self-citationOpen Innovation: A New Paradigm in Innovation Management
Jarvenpaa, S. (2014) · Computing Handbook, 3rd ed. · doi:10.1201/b16768-78 · Cited by 4 · see citing works
Economic exposure and integrated risk management
Miller, K. D. (1998) · Strategic Management Journal · doi:10.1002/(sici)1097-0266(199805)19:5
Flagged first, then by citations
4 of the 103 references couldn’t be matched to a known paper.
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Konietzko, J., Bocken, N. M. P., & Hultink, E. J. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.119942 · Cited by 560 · see citing works
Platform Competition: A Systematic and Interdisciplinary Review of the Literature
Rietveld, J., & Schilling, M. A. (2020) · Journal of Management · doi:10.1177/0149206320969791 · Cited by 523 · see citing works
Chen, L., Tong, T. W., Tang, S., & Han, N. (2022) · Journal of Management · doi:10.1177/01492063211045023 · Cited by 345 · see citing works
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Hund, A., Wagner, H., Beimborn, D., & Weitzel, T. (2021) · The Journal of Strategic Information Systems · doi:10.1016/j.jsis.2021.101695 · Cited by 355 · see citing works
Wang, P. (2021) · MIS Quarterly · doi:10.25300/misq/2021/15864 · Cited by 265 · see citing works
Does Platform Owner’s Entry Crowd Out Innovation? Evidence from Google Photos
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Self-citationYan, Z., Zhang, M., Luo, N., Wang, Y., & Niu, T. (2019) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2019.01.022 · Cited by 126 · see citing works
Liu, X., Wang, G. A., Fan, W., & Zhang, Z. (2020) · Information Systems Research · doi:10.1287/isre.2019.0911 · Cited by 120 · see citing works
Interoperability in the era of digital innovation: An information systems research agenda
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Liang, S., Schuckert, M. R., & Law, R. (2019) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-02-2018-0134 · Cited by 104 · see citing works
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Hukal, P., Henfridsson, O., Shaikh, M., & PARKER, G. G. (2020) · MIS Quarterly · doi:10.25300/misq/2020/15190 · Cited by 102 · see citing works
Ardito, L., Cerchione, R., Mazzola, E., & Raguseo, E. (2021) · Journal of Knowledge Management · doi:10.1108/jkm-04-2021-0325 · Cited by 102 · see citing works
Digital transformation of business ecosystems: Evidence from the Korean pop industry
Tan, F. T. C., Ondruš, J., Tan, B. C. C., & Oh, J. (2020) · Information Systems Journal · doi:10.1111/isj.12285 · Cited by 92 · see citing works
Yan, J., Leidner, D. E., & Benbya, H. (2018) · Journal of Management Information Systems · doi:10.1080/07421222.2018.1481669 · Cited by 77 · see citing works
Saldanha, T. J. V., Sahaym, A., Mithas, S., Rojas, M. G. A., Kathuria, A., & Lee, H.-H. (2020) · Information Systems Research · doi:10.1287/isre.2019.0890 · Cited by 73 · see citing works
Self-citationMotivators behind information disclosure: Evidence from Airbnb hosts
Liang, S., Li, H., Liu, X., & Schuckert, M. R. (2019) · Annals of Tourism Research · doi:10.1016/j.annals.2019.03.001 · Cited by 62 · see citing works
Haki, K., Blaschke, M., Aier, S., Winter, R., & Tilson, D. (2022) · European Journal of Information Systems · doi:10.1080/0960085x.2022.2136542 · Cited by 61 · see citing works
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Liao, J., Dong, X., & Guo, Y. (2020) · Electronic Commerce Research and Applications · doi:10.1016/j.elerap.2020.100963 · Cited by 58 · see citing works
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Foerderer, J., Lueker, N., & Heinzl, A. (2021) · Information Systems Research · doi:10.1287/isre.2021.1019 · Cited by 55 · see citing works
Liu, J., Nandhakumar, J., & Zachariadis, M. (2018) · The Journal of Strategic Information Systems · doi:10.1016/j.jsis.2018.10.003 · Cited by 58 · see citing works
Kude, T., Mithas, S., Schmidt, C. T., & Heinzl, A. (2019) · Information Systems Research · doi:10.1287/isre.2019.0856 · Cited by 59 · see citing works
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Qiu, L., Chhikara, A., & Vakharia, A. J. (2021) · Information Systems Research · doi:10.1287/isre.2021.0993 · Cited by 56 · see citing works
Saldanha, T. J. V., Lee, D., & Mithas, S. (2020) · Information Systems Research · doi:10.1287/isre.2020.0944 · Cited by 57 · see citing works
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Acar, O. A., Tunçdoğan, A., van Knippenberg, D., & Lakhani, K. R. (2023) · Journal of Management · doi:10.1177/01492063231212416 · Cited by 62 · see citing works
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Khuntia, J., Kathuria, A., Saldanha, T. J. V., & Konsynski, B. R. (2019) · Journal of Management Information Systems · doi:10.1080/07421222.2019.1628906 · Cited by 47 · see citing works
Saldanha, T. J. V., Mariadoss, B. J., Wu, M. X., & Mithas, S. (2021) · Journal of Management Information Systems · doi:10.1080/07421222.2021.1870386 · Cited by 41 · see citing works
Self-citationPeng, H. H., Lu, Y., & Gupta, S. (2023) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2023.122338 · Cited by 41 · see citing works
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Poniatowski, M., Lüttenberg, H., Beverungen, D., & Kundisch, D. (2021) · Information Systems and e-Business Management · doi:10.1007/s10257-021-00513-8 · Cited by 43 · see citing works
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Schreieck, M., Ondruš, J., Wiesche, M., & Krcmar, H. (2023) · Information Systems Journal · doi:10.1111/isj.12450 · Cited by 41 · see citing works
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Silal, P., & Saha, D. (2021) · Government Information Quarterly · doi:10.1016/j.giq.2021.101615 · Cited by 37 · see citing works
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Shan, G., & Qiu, L. (2025) · Information Systems Research · doi:10.1287/isre.2023.0332 · Cited by 37 · see citing works
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Malgonde, O. S., Saldanha, T. J. V., & Mithas, S. (2023) · MIS Quarterly · doi:10.25300/misq/2022/17256 · Cited by 29 · see citing works
Self-citationSaldanha, T. J. V., Mithas, S., Khuntia, J., Whitaker, J., & Melville, N. P. (2022) · MIS Quarterly · doi:10.25300/misq/2022/16824 · Cited by 30 · see citing works
Self-citationSun, R., Gregor, S. D., & Fielt, E. (2021) · Information & Management · doi:10.1016/j.im.2021.103548 · Cited by 25 · see citing works
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Dunn, B. K., Jensen, M. L., & Ralston, R. (2021) · Journal of Management Information Systems · doi:10.1080/07421222.2021.1912937 · Cited by 26 · see citing works
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Li, H., Liu, Y., Liang, S., & Zhou, Q. (2020) · Tourism Management · doi:10.1016/j.tourman.2020.104126 · Cited by 20 · see citing works
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Weiß, N., Schreieck, M., Wiesche, M., & Krcmar, H. (2023) · Information Systems Journal · doi:10.1111/isj.12449 · Cited by 17 · see citing works
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Self-citationZhang, Y., Sharma, P., Xu, Y., & Wu, Z. (2019) · Journal of Business Research · doi:10.1016/j.jbusres.2019.06.021 · Cited by 15 · see citing works
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Self-citationWolf, P., & Bernhart, M. J. (2022) · Creativity and Innovation Management · doi:10.1111/caim.12479 · Cited by 14 · see citing works
Liu, W., Chai, R., Cao, X., Fang, X., & Yang, Y. (2022) · International Journal of Production Research · doi:10.1080/00207543.2022.2036851 · Cited by 13 · see citing works
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Zhang, H., Wang, W., & Gupta, S. (2023) · Industrial Marketing Management · doi:10.1016/j.indmarman.2023.05.011 · Cited by 13 · see citing works
Jiang, S., Zhang, X., Cheng, Y., Dongming Xu, A., de Pablos, P. O., & Wang, X. (2019) · Journal of Knowledge Management · doi:10.1108/jkm-10-2018-0641 · Cited by 12 · see citing works
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Aljafari, R., Soh, F., Setia, P., & Agarwal, R. (2023) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-023-00972-0 · Cited by 11 · see citing works
Debaere, S., Devriendt, F., Brunneder, J., Verbeke, W., Ruyck, T. D., & Coussement, K. (2019) · Decision Support Systems · doi:10.1016/j.dss.2019.113077 · Cited by 11 · see citing works
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Frey, J., Holotiuk, F., & Beimborn, D. (2020) · doi:10.30844/wi_2020_h3-frey · Cited by 10 · see citing works
Dev, M., & Saha, D. (2023) · Information and Computer Security · doi:10.1108/ics-03-2023-0042 · Cited by 9 · see citing works
Wang, H., Zhang, L., & An, Z. (2025) · Frontiers in Sustainable Food Systems · doi:10.3389/fsufs.2025.1538024 · Cited by 9 · see citing works
Does digital transformation decrease firms’ natural dependence?
Gan, Y., Song, Q., & Lu, Z. (2025) · Finance research letters · doi:10.1016/j.frl.2025.108490 · Cited by 9 · see citing works
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Kauschinger, M., Schreieck, M., Böhm, M., & Krcmar, H. (2021) · Lecture notes in information systems and organisation · doi:10.1007/978-3-030-86797-3_2 · Cited by 10 · see citing works
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Silal, P., & Saha, D. (2021) · Journal of Global Information Technology Management · doi:10.1080/1097198x.2021.1993724 · Cited by 9 · see citing works
Chen, J., He, S., & Yang, X. (2023) · Information Systems Research · doi:10.1287/isre.2020.0416 · Cited by 8 · see citing works
Yan, J., Leidner, D. E., Benbya, H., & Zou, W. (2021) · The Journal of Strategic Information Systems · doi:10.1016/j.jsis.2021.101657 · Cited by 10 · see citing works
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Haryanti, T., & Subriadi, A. P. (2022) · Procedia Computer Science · doi:10.1016/j.procs.2021.12.122 · Cited by 7 · see citing works
Wang, J., Wang, X., & Wen, H. (2022) · Computational Intelligence and Neuroscience · doi:10.1155/2022/7297769 · Cited by 7 · see citing works
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Cui, X., Sun, Y., Chen, Y., & Wu, B. (2022) · Journal of Interactive Marketing · doi:10.1177/10949968221095554 · Cited by 7 · see citing works
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Mayya, R., & Li, Z. (2025) · Information Systems Research · doi:10.1287/isre.2023.0237 · Cited by 6 · see citing works
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Haki, K. (2021) · Springer eBooks · doi:10.1007/978-3-030-84655-8_15 · Cited by 6 · see citing works
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Haki, K., Tanriverdi̇, H., Safaei, D., Schmid, M., Aier, S., & Winter, R. (2024) · MIS Quarterly · doi:10.25300/misq/2023/17710 · Cited by 10 · see citing works
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Konietzko, J. (2020) · Architecture and the Built Environment · doi:10.59490/abe.2020.22.5470 · Cited by 6 · see citing works
Cedillo‐Campos, M. G. (2020) · Nova Scientia · doi:10.21640/ns.v12i25.2452 · Cited by 5 · see citing works
Schuetz, S. W., Chen, Y., Foerderer, J., & Ma, Y. (2025) · MIS Quarterly · doi:10.25300/misq/2024/18509 · Cited by 4 · see citing works
Kumar, M., Dev, M., & Saha, D. (2023) · IFIP advances in information and communication technology · doi:10.1007/978-3-031-50192-0_29 · Cited by 4 · see citing works
Kauschinger, M., Vieth, N., Schreieck, M., & Krcmar, H. (2023) · Hawaii International Conference on System Sciences (HICSS) · doi:10.24251/hicss.2023.118 · Cited by 4 · see citing works
A bibliometric review of innovation ecosystem
Xu, Y., & Li, Y. (2024) · Systems Research and Behavioral Science · doi:10.1002/sres.3042 · Cited by 6 · see citing works
Construction and Application of the User Behavior Knowledge Graph in Software Platforms
Shang, F., Ding, Q., Du, R., Cao, M., & Chen, H. (2021) · Journal of Web Engineering · doi:10.13052/jwe1540-9589.2027 · Cited by 4 · see citing works
Unlocking innovation: the dynamics of user engagement in an open-source 3D printer community
Garmulewicz, A., Sabin, N., & Reed‐Tsochas, F. (2025) · PLoS ONE · doi:10.1371/journal.pone.0321963 · Cited by 4 · see citing works
Liu, W., Sun, X., Fan, W., & Yang, Z. (2025) · Information & Management · doi:10.1016/j.im.2025.104274 · Cited by 3 · see citing works
The Role of E-participation, Human Capital, and Corruption-Free on Environmental Performance
Merhi, M. I., & Ahluwalia, P. (2024) · Information Systems Frontiers · doi:10.1007/s10796-024-10493-y · Cited by 4 · see citing works
Kauschinger, M., Schreieck, M., & Krcmar, H. (2022) · Lecture notes in business information processing · doi:10.1007/978-3-031-20706-8_11 · Cited by 3 · see citing works
Jung, H. J. (2023) · Industry and Innovation · doi:10.1080/13662716.2022.2144146 · Cited by 3 · see citing works
Marketplace Scalability and Strategic Use of Platform InvestmentPreprint
Li, J., Pisano, G. P., & Zhu, F. (2018) · SSRN Electronic Journal · doi:10.2139/ssrn.3310484 · Cited by 3 · see citing works
Technology Fragmentation, Platform Investment, and Complementary InnovationPreprint
Gu, G., & Li, Z. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4061870 · Cited by 3 · see citing works
Wu, J., Xu, Z., Huang, Q., & Cai, J. (2024) · Data and Information Management · doi:10.1016/j.dim.2024.100086 · Cited by 2 · see citing works
Strategic Drivers of Core Expansion on Software Platforms: Evidence from Apple iOS
Halckenhaeusser, A., Foerderer, J., Heinzl, A., & Henfridsson, O. (2025) · Information Systems Research · doi:10.1287/isre.2023.0347 · Cited by 4 · see citing works
Straub, L., Zeiß, C., Pehl, J., Greiner, M., Winkelmann, A., & Lechner, U. (2026) · Electronic Markets · doi:10.1007/s12525-025-00863-y · Cited by 2 · see citing works
- Authors
- Huang, P., Tafti, A., & Mithas, S.
- Affiliations
- University of Maryland, College Park (US)
- University of Illinois Chicago (US)
- Venue
- MIS Quarterly
- Publisher
- MIS Quarterly
- Published
- 2018-03-01
- Volume
- 42
- Issue
- 1
- Pages
- 213-240
- ISSN
- 0276-7783 (ISSN-L)
- 2162-9730
- OpenAlex
- W2606838461
- Cited by
- 133
- References
- 103
- Citations by year
- 2026: 13 · 2025: 16 · 2024: 14 · 2023: 24 · 2022: 13 · 2021: 21 · 2020: 15 · 2019: 11 · 2018: 5 · 2017: 1
- FWCI
- 16.44
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- MIS Quarterly (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Computer Science Applications › Open Source Software Innovations
- Social Sciences › Business, Management and Accounting › Strategy and Management › Digital Platforms and Economics
- Social Sciences › Communication › Knowledge Management and Sharing
- Keywords
- online communities, knowledge communities, lead users, community age, IT infrastructure, absorptive capacity, forum, platform ecosystems
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