Platforms and Ecosystems

Research Curation Team¹:
Marshall Van Alstyne (Boston University), mva@bu.edu
Geoffrey Parker (Dartmouth), Geoffrey.G.Parker@dartmouth.edu
Annabelle Gawer (University of Surrey), a.gawer@surrey.ac.uk
Amrit Tiwana (University of Georgia), tiwana@uga.edu
Feng Zhu (Harvard Business School), fzhu@hbs.edu

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1. Focus of the research curation

The success of platforms such as Amazon, Alibaba, Google, Uber, Netflix and Facebook has generated great interest. There is now a large body of research in MIS Quarterly on platforms (and the closely associated concept of ecosystems), with the first paper being Taudes et al. (2000). This curation brings readers up to date on the nature of research on platforms and ecosystems in MIS Quarterly, the major topics covered, and thematic advances over time.

In this curation, we define platforms as “open, participative infrastructure” that create “value for all participants” (Parker et al., 2016, p. 123).  Platforms consummate matches among producers and consumers that are external to firms, hence “inverting firms” (Parker et al., 2017). Under a platform business model, producers and consumers often provide much, if not all, of the value created as distinct from having the firm itself produce that value. Numerous issues then arise regarding who creates and who captures the value.

The concept of ecosystems is complementary to platforms especially with respect to an open architecture that reduces transaction costs. Jacobides et al. (2018) define ecosystems as “interacting organizations, enabled by modularity, not hierarchically managed, bound together by the nonredeployability of their collective investment elsewhere. Ecosystems add value as they allow managers to coordinate their multilateral dependence through sets of roles that face similar rules, thus obviating the need to enter into customized contractual agreements with each partner” (pg. 2255).

2. Methods for producing the curation

We conducted a keyword search on every MISQ article that mentioned either ‘platform’ or ‘ecosystem’ in the title or abstract up until end of 2022. This resulted in 81 relevant papers. We used Google Scholar to identify highly cited papers. We also clustered papers by their abstracts using an unsupervised machine learning algorithm.  We also cross-checked the results with a website of published work on platforms that is continually updated (https://platformpapers.com/).

We identified three periods of papers, with research in the earliest period (2000-2007) being a smaller set (only four papers), focusing on words such as market, supply chain, and software; research in the next period (2008-2015) growing in size, and focusing on words such as innovation, social media, and network effects, and research in the third period (2016-2022) growing even further (to 41 papers), and focusing on words such as social media, healthcare, and ecosystem. We surveyed the authors of these papers to cross-check our classification with them and their feedback generally supported our interpretation of these periods. 

3. Progress of research in MIS Quarterly

3.1 Thematic advances

Platform and ecosystems research in MISQ has exhibited three phases of evolution, roughly mirroring the three aforementioned periods.

The first phase identified phenomena that were novel or interesting, such as multi-sidedness, multi-homing, inter-platform competition, and network effects (Ceccagnoli et al., 2012; Gallaugher & Wang, 2002; Garg & Telang, 2013; Kallinikos et al., 2013).  The second phase sought a deeper theoretical understanding of these phenomena for interpretation, explanation, prediction or control.  These included economic theories of two-sided network effects, organizational theories of community building, governance, and technological theories of openness and modularity (Burtch et al., 2014; Etzion & Pang, 2014; Fichman et al., 2014; Gregory et al., 2018; Kane et al., 2014; Koh & Fichman, 2014; X. Li & Wu, 2018; Parker et al., 2017). More recently, the third phase has provided more fine-grained studies of specific mechanisms such as interfaces, compatibility, transaction fees, and types of network effects (Barua & Mukherjee, 2021; Benbya et al., 2020; Brunswicker et al., 2019; Hukal et al., 2020; Ilk et al., 2021; Malgonde et al., 2020; Song et al., 2018; Tian et al., 2022).

Theory has played a greater role over time, with papers in the first period being more empirically focused, papers in the second phase becoming more theoretical, and papers in the third phase emphasizing both theory and empirics. Focus areas have also shifted over time, from how platforms match (Ågerfalk & Fitzgerald, 2008; Koh & Fichman, 2014) to how they monitor and optimize (Chen et al., 2018; Lu et al., 2017; Möhlmann et al., 2021); from sources of external labor (Ågerfalk & Fitzgerald, 2008; Ceccagnoli et al., 2012; Ramasubbu et al., 2008) to empowerment (Deng et al., 2016; Jha et al., 2016); from transformation of the firm to effects on society (Faik et al., 2020; Wade et al., 2020); and from glorification (Banker et al., 2011; Fichman et al., 2014) to acknowledging a dark side (Kane et al., 2021; Ketter et al., 2016; Kitchens et al., 2020).

3.2 Citations, topics, industries  

Platform research has been very highly cited. Very well-cited papers (i.e., having a marked influence on the discourse) include Rai et al. (2006), Chatterjee et al. (2002), Kane et al. (2014), Fichman et al. (2014), and Ceccagnoli et al. (2012).  

Figure 1 shows trends in topics over time. Common topics examined in platform and ecosystem papers include network effects (which characterize a product or service that exhibits an increase in value to existing users as more participants use it), competition and strategy (which to advantage secured against competitors as well as advantages secured vis-a-vis ecosystem partners), governance (which refers to who may participate as well as the rules for creating and dividing value, and resolving conflict), and partner issues (which refer to attracting new partners, while managing their interactions with both with the platform and with other partners).

Research published from 2000 to 2008 largely considered topics such as launch/transformation (Adomavicius et al., 2008; Taudes et al., 2000), governance (Chatterjee et al., 2002; Hukal et al., 2020), network effects/prices (Gallaugher & Wang, 2002), modular/open systems (Adomavicius et al., 2008) and competition and strategy (Chatterjee et al., 2002; Gallaugher & Wang, 2002). Closely related issues included online communities (Bapna et al., 2019), search/matching (Malgonde et al., 2020), and partner issues (Ceccagnoli et al., 2012; H. Li et al., 2022). The number of publications increased significantly in later years (see accompanying InfoGraphic). Roughly 20% of papers cover topics related to network effects/prices and competition and strategy, followed by modular/open systems at 19% and governance at 12%. Most papers spanned at least one of these topics (approximately 91%). 

Topics examined less frequently (which we classified as ‘other’ in Figure 1) include the metaverse and virtual worlds (Goel et al., 2011), learning (Ramasubbu et al., 2008), culture and geography (Burtch et al., 2014), service innovation (Barrett et al., 2015), knowledge sharing (Lu et al., 2017), information propagation (Kitchens et al., 2020), and information and innovation (Wang, 2021).

Platform research spans many industries. Figure 2 shows trends over time. Early research focused on manufacturing (Chatterjee et al., 2002; Taudes et al., 2000), tech sector/hardware (Adomavicius et al., 2008; Gallaugher & Wang, 2002)  and software (Adomavicius et al., 2008; Gallaugher & Wang, 2002). Social media (Goel et al., 2011) and health care (Ransbotham & Kane, 2011) contexts gained prominence from 2011, with social media gaining even more interest from 2016. Many other industries have also been examined to a smaller extent, including online training/education(Goel et al., 2011), B2B exchanges/marketplaces (Koh & Fichman, 2014), and online lending (Burtch, 2014). Industry-agnostic studies are also common (Faik et al., 2020; Feng et al., 2020; Fichman et al., 2014; Guo et al., 2017; Leong et al., 2016; Malgonde et al., 2020; Wang, 2021).

3.3 Theory and methods

Figure 3 shows trends in theory over time. The theory base in MISQ papers has generally spanned three broad categories: economics, organizational theory, and technology. The distribution of research across each theory base has been relatively stable for about 15 years with approximately 40% economics, 28% organizational theory and 32% technology.

Figure 4 shows trends in methods over time. Scholars have used both empirical and theoretical methods to resolve platform and ecosystem questions. Historically, most papers have favored empirical methods.  The ratios are approximately 75% empirical and 25% theoretical.

Figure 5 shows the focus on lifecycle stages. A platform lifecycle generally has four stages: launch, growth, maturity and decline. Early papers tended to focus on launch (Chatterjee et al., 2002; Taudes et al., 2000), growth (Gallaugher & Wang, 2002; Taudes et al., 2000), and maturity (Chatterjee et al., 2002). Research in the decline phase seemed to start in 2008 (Adomavicius et al., 2008). Overall, the maturity phase is the most commonly-studied (46%), while launch and growth are 24% and 26%, respectively. Only 4% of papers has covered the decline phase.

4. Conclusion

This curation summarizes the diverse range of research topics, industries, theories, and methods in platform-related research since its emergence in MISQ in 2000. The evolution of digital platforms has continuously reshaped business models, consumer behavior, and the broader socio-economic landscape. As technology advances, new challenges and opportunities are continuing to emerge, including, amongst others, the integration of emerging technologies into platforms (such as artificial intelligence, blockchain, and the Internet-of-Things), platform governance, socially responsible platforms, and platform globalization/localization. We hope this curation will help motivate even more research on platforms and ecosystems. Such research will be essential for understanding and shaping the trajectory of digital economy.

Endnotes:

[1] Research support provided by Sreevalli Sreenivasan, Dartmouth University.

Please cite this curation as follows: Van Alstyne, M., Parker, G., Gawer, A., Tiwana, A., Zhu, F., “Platforms and Ecosystems,” in MIS Quarterly Research Curations, Andrew Burton-Jones and Priya Seetharaman, Eds.,  https://www.misqresearchcurations.org/blog/2024/6/22/platforms-and-ecosystems, June 2024.

Appendix: MIS Quarterly Research Papers on Platforms and Ecosystems

Citation Theoretical/ Empirical Primary Theoretical Focus Secondary Theoretical Focus Category Industry Sectors Phases involved
Adomavicius et al. (2008) Theoretical Technology   Launch / Transformation,  Modular / Open Systems Tech Sector / Hardware,  Software,  Launch,  Growth,  Maturity,  Decline
Ågerfalk and Fitzgerald (2008) Theoretical Organizational        
Banker et al. (2011) Empirical Economics Organizational   Finance  
Bao et al. (2020) Empirical Economics Technology Launch / Transformation,  Effect / value Health Care Growth 
Bapna et al. (2019) Empirical Organizational   Competition & Strategy,  Cultivating Online Communities, Network Effects / Prices, Media / Social Media,  Retail,  Launch,  Growth 
Barrett et al. (2015) Theoretical Organizational   Launch / Transformation,  Service Innovation Multi-sector  Launch 
Barua and Mukherjee (2021) Theoretical Economics        
Belo and Ferreira (2022) Empirical Economics   Network Effects    
Benbya et al. (2020) Theoretical Technology        
Breznitz et al. (2018) Empirical Economics Technology Governance,  Competition & Strategy Finance,  Tech Sector / Hardware,  Software Launch 
Brohman et al. (2020) Empirical Technology     Health Care  
Brunswicker et al. (2019) Theoretical Organizational   Competition & Strategy,  Modular / Open Systems   Launch,  Growth,  Maturity
Burtch et al. (2014) Empirical Economics Technology Geography,  Culture / Usr Behavior,  Network effects/price,  user behavior Finance,  Online lending, Retail,  Sharing Economy Growth 
Burtch and Chan (2019) Empirical Economics   Governance,  Partner Issues Health Care,  Finance,  Growth,  Maturity 
Ceccagnoli et al. (2012) Empirical Economics Technology Competition & Strategy,  Partner Issues Tech Sector / Hardware,  Software,  Growth 
Chatterjee et al. (2002) Empirical Technology Organizational Governance,  Competition & Strategy Companies in the manufacturing and services sector that were users of IT Growth,  Maturity 
Chen et al. (2016) Theoretical Economics   Network Effects / Prices Retail Maturity 
Chen et al. (2018) Empirical Economics   Governance Sharing Economy Growth 
Chen and Guo (2022) Theoretical Economics   Partner Issues,  Modular / Open Systems Retail Maturity 
Deng et al. (2016) Empirical Organizational Economics      
Eesley and Wu (2020) Empirical Technology Organizational Network Effects / Prices,  Launch / Transformation Tech Sector / Hardware,  Software,  Launch 
Etzion and Pang (2014) Theoretical Economics        
Faik et al. (2020) Theoretical Organizational   Governance,  Modular / Open Systems No Specific Industry Maturity 
Feng et al. (2019) Theoretical Economics   Competition & Strategy,  Launch / Transformation   Launch 
Fichman et al. (2014) Theoretical Economics   Network Effects / Prices   Growth 
Gallaugher and Wang (2002) Empirical Economics Technology Network Effects / Prices,  Competition & Strategy,  Launch / Transformation,  Modular / Open Systems Tech Sector / Hardware,  Software,  Launch,  Growth 
Garg and Telang (2013) Empirical Economics   Network Effects / Prices,  Competition & Strategy Tech Sector / Hardware,  Software,  Growth 
Geva, Barzilay, et al. (2019) Empirical Economics Technology Competition & Strategy Sharing Economy Maturity 
Geva, Oestreicher-Singer, et al. (2011) Empirical Technology   Consumer behavior Media / Social Media Maturity 
Goel et al. (2011) Empirical Technology Organizational Metaverse,  Virtual Worlds,  Situated Learning Media / Social Media,  Training and Education,  Maturity 
Gregory et al. (2018) Empirical Organizational   Governance,  Launch / Transformation Finance Launch 
Gu and Tayi (2017) Theoretical Economics        
Guo et al. (2017) Theoretical Technology       Maturity 
He et al. (2019) Empirical Technology        
Hinz et al. (2016) Empirical Economics   Network Effects / Prices Media / Social Media,  Retail,  Maturity 
Huang et al. (2017) Empirical Economics Organizational      
Huang et al. (2018) Empirical Economics   Launch / Transformation Tech Sector / Hardware,  Software,  Launch 
Hukal et al. (2020) Empirical Economics Technology Governance,  Competition & Strategy Tech Sector / Hardware,  Software,  Growth 
Ilk et al. (2021) Empirical Economics Technology Network Effects / Prices,  Supply and demand Finance,  Tech Sector / Hardware,  Software Growth 
Im et al. (2016) Empirical Economics   Network Effects / Prices,  Competition & Strategy Retail Maturity 
Jha et al. (2016) Theoretical Technology     Finance  
Kallinikos et al. (2013) Theoretical Economics        
Kane et al. (2014) Theoretical Economics Organizational      
Kane et al. (2021) Theoretical Technology Organizational Governance,  Launch / Transformation Media / Social Media,  Retail,  Health Care,  Finance,  Sharing Economy,  Tech Sector / Hardware,  Software,  Professional Services Launch 
Kankanhalli et al. (2015) Empirical Organizational   Governance Tech Sector / Hardware,  Software,  Maturity 
Ketter et al. (2016a) Empirical Economics Technology Launch / Transformation,  Modular / Open Systems Retail,  Sharing Economy,  Tech Sector / Hardware,  Software Launch,  Growth,  Maturity
Ketter et al. (2016b) Empirical Economics Technology Governance,  Competition & Strategy Retail,  Finance,  Sharing Economy,  Tech Sector / Hardware,  Software,  Energy and Mobility Launch,  Growth,  Maturity
Kim and Visawanathan (2019) Empirical Economics   Network Effects / Prices Finance,  Sharing Economy,  Tech Sector / Hardware,  Software Launch 
Kitchens et al. (2020) Empirical Technology   information propagation Media / Social Media Growth 
Koh and Fichman (2014) Empirical Economics Organizational Network Effects / Prices,  Competition & Strategy B2B exchanges/marketplaces Growth,  Maturity 
Kwark et al. (2017) Theoretical Economics   Competition & Strategy    
Leong et al. (2016) Empirical Economics Organizational Launch / Transformation   Launch,  Growth,  Maturity
Li et al. (2019) Empirical Economics   Network Effects / Prices,  Competition & Strategy Media / Social Media,  Retail,  Growth 
Li et al. (2022) Empirical Organizational   Competition & Strategy Retail Maturity 
Li and Wu (2022) Theoretical Technology   Network Effects / Prices Media / Social Media,  Retail,  Sharing Economy,  Tech Sector / Hardware,  Software,  Growth 
Li et al. (2021) Empirical Organizational   Competition & Strategy,  Partner Issues,  Modular / Open Systems Tech Sector / Hardware,  Software,  Growth 
Liu et al. (2020) Empirical Economics Technology Partner Issues Health Care Maturity 
Lu et al. (2017) Empirical Economics Organizational Network Effects / Prices,  Knowledge sharing platforms Media / Social Media Growth 
Malgonde et al. (2020) Empirical Technology Organizational Network Effects / Prices,  Search Matching   Growth 
Miric et al. (2021) Empirical Economics Technology Governance,  Partner Issues Sharing Economy,  Tech Sector / Hardware,  Software Launch,  Growth 
Mo et al. (2018) Theoretical Organizational     Crowdsourcing  
Möhlmann et al. (2017) Empirical Technology Organizational Governance,  Algorithmic Management Sharing Economy,  Transportation Services,  Growth 
Parker et al. (2017) Theoretical Economics   Network Effects / Prices,  Modular / Open Systems Tech Sector / Hardware,  Software,  Growth 
Rai et al. (2006) Empirical Organizational   Partner Issues Supply Chain  
Ramasubbu et al. (2008) Empirical Technology        
Ransbotham and Kane (2011) Empirical Organizational   Governance & Community Health Care Decline 
Rhue and Sundararajan (2019) Empirical Technology   Network Effects / Prices Media / Social Media,  Retail,  Growth 
Sandberg et al. (2020) Empirical Technology Organizational Competition & Strategy,  Modular / Open Systems Tech Sector / Hardware,  Software,  Growth 
Shore et al. (2018) Empirical Technology     Social Media  
Song et al. (2018) Empirical Economics Organizational Network Effects / Prices,  Governance Tech Sector / Hardware,  Software,  Growth 
Sun et al. (2016) Empirical Economics        
Sun et al. (2021) Empirical Economics   Network Effects / Prices,  Social Interaction Retail,  Sharing Economy,  Growth 
Taudes et al. (2000) Empirical Economics   Launch / Transformation,  Valuation Manufacturing Launch, Growth 
Tian et al. (2022) Theoretical Economics        
Wade et al. (2020) Empirical Technology Organizational Social media Media / Social Media,  Human Resources,  Growth,  Maturity 
Wang et al. (2020) Empirical Economics   Competition & Strategy,  Launch / Transformation Media / Social Media,  Retail,  Growth 
Wang (2021) Theoretical Technology Organizational Modular / Open Systems,  Information and Innovation   Growth 
Woodard et al. (2013) Theoretical Economics Technology Competition & Strategy,  Modular / Open Systems Tech Sector / Hardware,  Software,  Growth 
Xu and Zhang (2013) Empirical Economics     Finance  
Xue et al. (2021) Empirical Organizational     Finance  
Ye and Kankanhalli (2018) Empirical Organizational   Governance,  Partner Issues Tech Sector / Hardware,  Software,  Growth 

Bibliography

The companion InfoGraphic bibliography is ordered chronologically to show progression.  The bibliography below is ordered alphabetically to facilitate lookup.

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Ågerfalk, P. J., & Fitzgerald, B. 2008. Outsourcing to an Unknown Workforce: Exploring Opensourcing as a Global Sourcing Strategy, MIS Quarterly, 32(2), 385–409. Also available at https://aisel.aisnet.org/misq/vol32/iss2/11/ 

Banker, R., Mitra, S., & Sambamurthy, V. 2011. The Effects of Digital Trading Platforms on Commodity Prices in Agricultural Supply Chains, MIS Quarterly, 35(3), 599–611. Also available at https://aisel.aisnet.org/misq/vol35/iss3/7/ 

Bao, C., Bardhan, I. R., Singh, H., Meyer, B. A., & Kirksey, K. 2020. Patient–Provider Engagement and its Impact on Health Outcomes: A Longitudinal Study of Patient Portal Use, MIS Quarterly, 44(2), 699–723. Also available at https://aisel.aisnet.org/misq/vol44/iss2/9/ 

Bapna, S., Benner, M. J., & Qiu, L. 2019. Nurturing Online Communities: An Empirical Investigation, MIS Quarterly, 43(2), 425–452. Also available at https://aisel.aisnet.org/misq/vol43/iss2/6/ 

Barrett, M., Davidson, E., Prabhu, J., & Vargo, S. L. 2015. Service Innovation in the Digital Age: Key Contributions and Future Directions, MIS Quarterly, 39(1), 135–154. Also available at https://aisel.aisnet.org/misq/vol39/iss1/9/ 

Barua, A., & Mukherjee, R. 2021. Multi-Homing Revisited: Level of Adoption and Competitive Strategies, MIS Quarterly, 45(2), 897–924. Also available at https://aisel.aisnet.org/misq/vol45/iss2/14/

Belo, R., & Ferreira, P. 2022. Free Riding in Products with Positive Network Externalities: Empirical Evidence from a Large Mobile Network, MIS Quarterly, 46(1), 401–430. Also available at https://aisel.aisnet.org/misq/vol46/iss1/16/

Benbya, H., Nan, N., Tanriverdi, H., & Yoo, Y. 2020. Complexity and Information Systems Research in the Emerging Digital World, MIS Quarterly, 44(1), 1–17. Also available at https://aisel.aisnet.org/misq/vol44/iss1/3/ 

Breznitz, D., Forman, C., & Wen, W. 2018. The Role of Venture Capital in the Formation of a New Technological Ecosystem: Evidence from the Cloud, MIS Quarterly, 42(4), 1143–1170. Also available at https://aisel.aisnet.org/misq/vol42/iss4/8/ 

Brohman, K., Addas, S., Dixon, J., & Pinsonneault, A. 2020. Cascading Feedback: A Longitudinal Study of a Feedback Ecosystem for Telemonitoring Patients with Chronic Disease, MIS Quarterly, 44(1), 421–450. Also available at https://aisel.aisnet.org/misq/vol44/iss1/17/

Brunswicker, S., Almirall, E., & Majchrzak, A. 2019. Optimizing and Satisficing: The Interplay Between Platform Architecture and Producers’ Design Strategies for Platform Performance, MIS Quarterly, 43(4), 1249–1277. Also available at https://aisel.aisnet.org/misq/vol43/iss4/13/ 

Burtch, G., & Chan, J. 2019. Investigating the Relationship Between Medical Crowdfunding and Personal Bankruptcy in the United States: Evidence of a Digital Divide, MIS Quarterly, 43(1) 237–262. Also available at https://aisel.aisnet.org/misq/vol43/iss1/13/

Burtch, G., Ghose, A., & Wattal, S. 2014. Cultural Differences and Geography as Determinants of Online Prosocial Lending, MIS Quarterly, 38(3), 773–794. Also available at https://aisel.aisnet.org/misq/vol38/iss3/9/

Ceccagnoli, M., Forman, C., Huang, P., & Wu, D. J. 2012. Cocreation of Value in a Platform Ecosystem: The Case of Enterprise Software, MIS Quarterly, 36(1), 263–290. Also available at https://aisel.aisnet.org/misq/vol36/iss1/17/

Chatterjee, D., Grewal, R., & Sambamurthy, V. 2002. Shaping up for E-Commerce: Institutional Enablers of the Organizational Assimilation of Web Technologies, MIS Quarterly, 26(2), 65–89. Also available at https://aisel.aisnet.org/misq/vol26/iss2/4/

Chen, J., Fan, M., & Li, M. 2016. Advertising versus Brokerage Model for Online Trading Platforms, MIS Quarterly, 40(3), 575–596. Also available at https://aisel.aisnet.org/misq/vol40/iss3/5/  

Chen, J., & Guo, Z. 2022. New-Media Advertising and Retail Platform Openness, MIS Quarterly, 46(1), 431–456. Also available at https://aisel.aisnet.org/misq/vol46/iss1/17/ 

Chen, W., Wei, X., & Zhu, K. X. 2018. Engaging Voluntary Contributions in Online Communities: A Hidden Markov Model, MIS Quarterly, 42(1), 83–100. Also available at https://aisel.aisnet.org/misq/vol42/iss1/7/

Deng, X. (Nancy), Joshi, K. D., & Galliers, R. D. 2016. The Duality of Empowerment and Marginalization in Microtask Crowdsourcing: Giving Voice to the Less Powerful Through Value Sensitive Design, MIS Quarterly, 40(2), 279–302. Also available at https://aisel.aisnet.org/misq/vol40/iss2/4/

Eesley, C., & Wu, L. 2020. For Startups, Adaptability and Mentor Network Diversity Can be Pivotal: Evidence from a Randomized Experiment on a MOOC Platform, MIS Quarterly, 44(2), 661–697. Also available at https://aisel.aisnet.org/misq/vol44/iss2/8/

Etzion, H., & Pang, M.-S. 2014. Complementary Online Services in Competitive Markets: Maintaining Profitability in the Presence of Network Effects, MIS Quarterly, 38(1), 231–248. Also available at https://aisel.aisnet.org/misq/vol38/iss1/13/

Faik, I., Barrett, M., & Oborn, E. 2020. How Information Technology Matters in Societal Change: An Affordance-Based Institutional Perspective, MIS Quarterly, 44(3), 1359–1390. Also available at https://aisel.aisnet.org/misq/vol44/iss3/13/

Feng, H., Jiang, Z., Li, M., & Feng, N. 2020. First- or Second-Mover Advantage? The Case of IT-Enabled Platform Markets, MIS Quarterly, 44(3), 1107–1141. Also available at https://aisel.aisnet.org/misq/vol44/iss3/7/

Fichman, R. G., Dos Santos, B. L., & Zheng, Z. (Eric). 2014. Digital Innovation as a Fundamental and Powerful Concept in the Information Systems Curriculum, MIS Quarterly, 38(2), 329–343. Also available at https://aisel.aisnet.org/misq/vol38/iss2/3/

Gallaugher, J. M., & Wang, Y.-M. 2002. Understanding Network Effects in Software Markets: Evidence from Web Server Pricing, MIS Quarterly, 26(4), 303–327. Also available at https://aisel.aisnet.org/misq/vol26/iss4/3/ 

Garg, R., & Telang, R. 2013. Inferring App Demand from Publicly Available Data, MIS Quarterly, 37(4), 1253–1264. Also available at https://aisel.aisnet.org/misq/vol37/iss4/14/ 

Geva, H., Barzilay, O., & Oestreicher-Singer, G. 2019. A Potato Salad with a Lemon Twist: Using a Supply-Side Shock to Study the Impact of Opportunistic Behavior on Crowdfunding Platforms, MIS Quarterly, 43(4), 1227–1248. Also available at https://aisel.aisnet.org/misq/vol43/iss4/12/ 

Geva, H., Oestreicher-Singer, G., & Saar-Tsechansky, M. 2019. Using Retweets When Shaping Our Online Persona: Topic Modeling Approach, MIS Quarterly, 43(2), 501–524. Also available at https://aisel.aisnet.org/misq/vol43/iss2/9/

Goel, L., Johnson, N. A., Junglas, I., & Ives, B. 2011. From Space to Place: Predicting Users’ Intentions to Return to Virtual Worlds, MIS Quarterly, 35(3), 749–771. Also available at https://aisel.aisnet.org/misq/vol35/iss3/15/ 

Gregory, R. W., Kaganer, E., Henfridsson, O., & Ruch, T. J. 2018. IT Consumerization and the Transformation of IT Governance, MIS Quarterly, 42(4), 1225–1253. Also available at https://aisel.aisnet.org/misq/vol42/iss4/12/ 

Gu, Z. (Jane), & Tayi, G. K. 2017. Consumer Pseudo-Showrooming and Omni-Channel Placement Strategies, MIS Quarterly, 41(2), 583–606. Also available at https://aisel.aisnet.org/misq/vol41/iss2/13/ 

Guo, X., Wei, Q., Chen, G., Zhang, J., & Qiao, D. 2017. Extracting Representative Information on Intra-Organizational Blogging Platforms, MIS Quarterly, 41(4), 1105–1127. Also available at https://aisel.aisnet.org/misq/vol41/iss4/7/ 

He, J., Fang, X., Liu, H., & Li, X. 2019. Mobile App Recommendation: An Involvement-Enhanced Approach, MIS Quarterly, 43(3), 827–849. Also available at https://aisel.aisnet.org/misq/vol43/iss3/9/ 

Hinz, O., Hill, S., & Kim, J.-Y. 2016. TV’s Dirty Little Secret: The Negative Effect of Popular TV on Online Auction Sales, MIS Quarterly, 40(3), 623–644. Also available at https://aisel.aisnet.org/misq/vol40/iss3/7/

Huang, N., Hong, Y., & Burtch, G. 2017. Social Network Integration and User Content Generation: Evidence from Natural Experiments, MIS Quarterly, 41(4), 213–240. Also available at https://aisel.aisnet.org/misq/vol41/iss4/4/ 

Huang, P., Tafti, A., & Mithas, S. 2018. Platform Sponsor Investments and User Contributions in Knowledge Communities: The Role of Knowledge Seeding, MIS Quarterly, 42(1), 213–240. Also available at https://aisel.aisnet.org/misq/vol42/iss1/13/

Hukal, P., Henfridsson, O., Shaikh, M., & Parker, G. 2020. Platform Signaling for Generating Platform Content, MIS Quarterly, 44(3), 1177–1205. Also available at https://aisel.aisnet.org/misq/vol44/iss3/9/

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Im, I., Jun, J., Oh, W., & Jeong, S.-O. 2016. Deal-Seeking Versus Brand-Seeking: Search Behaviors and Purchase Propensities in Sponsored Search Platforms, MIS Quarterly, 40(1), 187–203. Also available at https://aisel.aisnet.org/misq/vol40/iss1/10/ 

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