| 2021 | "Even the Wisest Machine Makes Errors" - An Experimental Investigation of Human-like Designed and Flawed Conversational Agents. Johannes Riquel, Alfred Benedikt Brendel, Fabian Hildebrandt, Maike Greve, Lutz M. Kolbe |
| 2021 | "F*** You!" - An Investigation of Humanness, Frustration, and Aggression in Conversational Agent Communication. Johannes Riquel, Alfred Benedikt Brendel, Fabian Hildebrandt, Maike Greve, Alan R. Dennis |
| 2021 | "Social Bots for Peace": A Dual-Process Perspective to Counter Online Extremist Messaging. Kevin Marc Blasiak, Marten Risius, Sabine Matook |
| 2021 | "The two faces of Janus": the role of soldiering in information integration in the emergency sector. Anouck Adrot, Stan Karanasios |
| 2021 | "Timing is Everything" - An Empirical Analysis of the Timing of Online Review Elicitation. Martin Poniatowski, Janina Seutter, Dennis Kundisch |
| 2021 | (I Can't Get No) Electrification - A Qualitative-Empirical Study on Electrification of Transportation Fleets. Christine Harnischmacher, Kristin Masuch, Florian Reschke, Alfred Benedikt Brendel, Lutz M. Kolbe |
| 2021 | (Re)Designing IT Support: How Embedded and Conversational AI Can Augment Technical Support Work. Mathis Poser, Eva A. C. Bittner |
| 2021 | A Bayesian Optimal Stopping Framework for Traumatic Brain Injuries Patients. Gleb Zavadskiy, Daniel Zantedeschi, Wolfgang Jank |
| 2021 | A Critical Empirical Study of Black-box Explanations in AI. Jean-Marie John-Mathews |
| 2021 | A Dynamic Analysis of the Complex Interplay Between Internal and External Networks of Open-source Projects on Innovation Behaviors. Kaige Gao, Youngjin Yoo, Aaron Schecter |
| 2021 | A Framework for Optimal Crowdsourcing Contest Design. Wangsheng Zhu, Jiahui Mo, Syam Menon, Sumit Sarkar |
| 2021 | A Means to an End of the Other - Research Avenues at the Intersection of Organizational Digital Transformation and Digital Business Ecosystems. Philip Karnebogen, Anna Maria Oberländer, Patrick Rövekamp |
| 2021 | A Neural Investigation of eLoyalty on eCommerce Websites. Anika Nissen, Nadine R. Gier |
| 2021 | A Process-Oriented Perspective on IT Cospecialization: Conceptualization and Empirical Examination. Magno Queiroz |
| 2021 | A Source-Code-Based Taxonomy for Ethereum Smart Contracts. Adrian Hofmann, Julian Kolb, Luc Becker, Axel Winkelmann |
| 2021 | A review of predictors in e-government adoption research. Xiaohe Wu, Alain Chong |
| 2021 | AI Divide versus Inclusion: An Empirical Evidence from an On-demand Food Delivery Platform. Yeonseo Kim, Jiyong Eom, Tae Jung Yoon, Albert Jin Chung, Myunghwan Kim |
| 2021 | AI for Depression Treatment: Addressing the Paradox of Privacy and Trust with Empathy, Accountability, and Explainability. Aihua Yan, David Xu |
| 2021 | AI-human Hybrid for Depression Treatment: The Moderating Role of Social Stigma. Aihua Yan, David Xu |
| 2021 | Accuracy and Explainability in Artificial Intelligence: Unpacking the Terms. Kathy McGrath |
| 2021 | Achieving Resilience through Agility. Richard L. Baskerville, Jan Pries-Heje |
| 2021 | Achieving Sustainability with Artificial Intelligence - A Survey of Information Systems Research. Thorsten Schoormann, Gero Strobel, Frederik Möller, Dimitri Petrik |
| 2021 | Achieving Trustworthy Artificial Intelligence: Multi-Source Trust Transfer in Artificial Intelligence-capable Technology. Maximilian Renner, Sebastian Lins, Matthias Söllner, Scott Thiebes, Ali Sunyaev |
| 2021 | Ad Quantity Customization and Its Effects on User Engagement - A Randomized Field Experiment. Dominick Werner, Evgheni Croitor, Konstantin Roethke, Vadim Manakov, Martin Adam, Alexander Benlian |
| 2021 | Affective Forecasting Errors in the Context of Social Networking Site Use. Katharina Baum, Annika Baumann |
| 2021 | Agile Information System Development Organizations Transforming to Large-Scale Collaboration. Marius Mikalsen, Nils Brede Moe, Sut I Wong, Viktoria Stray |
| 2021 | Alexa - Welcome to the Family! IT Identity's Mediating Role on Social Presence and Deep Use of In-Home Voice Assistants. Sören Diel, Carolin Höger, Doreen Schick |
| 2021 | Alexa, are you still there? Understanding the Habitual Use of AI-Based Voice Assistants. Janay Ilya Grünenfelder, Naim Zierau, Andreas Janson |
| 2021 | Alexa, you freak me out - Identifying drivers of innovation resistance and adoption of Intelligent Personal Assistants. Matthias Handrich |
| 2021 | Altruistically Misinformed: Fighting Misinformation on Social Media with Prominence Reduction Strategies. Maya Mudambi, Jessica Clark, Lauren Rhue |
| 2021 | An Educational Interaction Model for Curriculum Design and Evolution. Jonas Sjöström, Pär J. Ågerfalk, Tuure Tuunanen |
| 2021 | An Exploration of Governing via IT in Decentralized Autonomous Organizations. Tobias Mini, Eleunthia Wong Ellinger, Robert Wayne Gregory, Thomas Widjaja |
| 2021 | An Institutional Perspective on Digital Transformation. Johannes Kriebel, Johann Nils Foege |
| 2021 | An Unusual Encounter with Oneself: Exploring the Impact of Self-view on Online Meeting Outcomes. Olga Abramova, Margarita Gladkaya, Hanna Krasnova |
| 2021 | App Privacy on App Platforms: Developer Side Trade-offs, Monetization Strategies and Third-Party Services. Shagun Tripathi, Harris Kyriakou |
| 2021 | Are You Ready for Digital Transformation? Digital Readiness Configurations and Business Value across Industries. Dinh Khoi Nguyen, Thijs L. J. Broekhuizen, John Qi Dong, Peter C. Verhoef |
| 2021 | Artificial Intelligence for In-flight Services: How the Lufthansa Group Managed Explainability and Accuracy Concerns. Sergey Stroppiana Tabankov, Mareike Möhlmann |
| 2021 | Artificial Intelligence in Radiology - A Qualitative Study on Imaging Specialists' Perspectives. Christoph Buck, Jasmin Hennrich, Anna Lina Kauffmann |
| 2021 | Assessing Ambulatory HIT Spillover Effects on Hospital Inpatient Costs. Ankita Srivastava, Chenzhang Bao, Dursun Delen |
| 2021 | Assessment of initial and Post-adoption Factors of Business Intelligence Systems in Saudi's SMEs A pilot study. Maryam Almusallam, Sojen Pradhan, Emmanuel Mastio |
| 2021 | Augmenting Information Systems Creative Self-Efficacy through Video Gaming. Alexandra N. Spruill, Mark J. Keith, Jeffry S. Babb |
| 2021 | Automated Coding and Scoring of Text: Artifact Design, Application, and Evaluation. Anol Bhattacherjee, Alysson De Oliveira Silveira |
| 2021 | Bidding on Keyword Auctions: Advertiser's Perspective. Anurag Garg, Soohyun Cho, Haldun Aytug |
| 2021 | Bittersweet Virtual Reality Collaboration: Necessary and Sufficient Conditions. Andreas Weigel, Anna Zeuge, Thorben Lukas Baumgart, Björn Niehaves |
| 2021 | Blending Technologies in the Community of Inquiry Framework: A Discovery of Student Online Learning Pathways. Jason Hou, Zixiu Guo, Carmen Leong |
| 2021 | Blockchain Unpacked: An Agent-Based Model of Economic Inequality and Its Implications for Technology Governance in Blockchain. Joonhyeok Park, Kibae Kim, So Young Kim |
| 2021 | Blockchain for AI Data - State of the Art and Open Research. Erik Karger, Marvin Jagals, Frederik Ahlemann |
| 2021 | Building a Digital Fitness Trainer for Home Gyms. Yiming Liu |
| 2021 | Business Model Innovation and Financial Performance: An Institutional Perspective. Eduard Esau, Christopher Jung, Thomas Schäper, Erk Piening, Johann Nils Foege |
| 2021 | CEO Political Ideology and IT Resource Disparity. Inmyung Choi, Alain Pinsonneault, Kunsoo Han |
| 2021 | COVID-19 Infection Tracing with Mobile Apps: Acceptance and Privacy Concerns. Marius Arved Fortagne, Riccardo Reith, Sören Diel, Christoph Buck, Torsten Eymann, Bettina Lis |
| 2021 | COVID-19 Related Information via Social Network Shapes Preventative Behavior. Jingbo Hou, Pei-Yu Chen |
| 2021 | COVID-19 and E-commerce Operations: Evidence from Alibaba. Brian Rongqing Han, Tianshu Sun, Leon Yang Chu, Lixia Wu |
| 2021 | COVID-19, Urban Transportation, and Air Pollution. Juan Wang, Yifan Yu, Wendao Xue, Yong Tan |
| 2021 | Can Bot Improve Equity? Machine-generated Content Mitigates Cold-Start Issue. Jingbo Hou, Pei-Yu Chen |
| 2021 | Challenges and Solutions to Reimagining the Regulations for Blockchain. Heung-No Lee, Jongbaek Park, Woo Hyeon Cheong, Byungtae Lee, Kibae Kim |
| 2021 | Channel Integration Services in Online Healthcare Communities. Anqi Zhao, Qian Tang |
| 2021 | Charging at Second Culmination? Optimal Freemium Pricing for E-books via Field Experiment and Text Analysis. Hanbing Xue, Yongjun Li, Natasha Zhang Foutz, Yangfeng Ji |
| 2021 | Choice Urgency in Context-Aware Finite Recommender Services: The Role of Intra-Batch Diversity and Inter-Batch Growth. Bojue Xu, Yue Cheng, Zhao Cai, Eric T. K. Lim |
| 2021 | Choosing the Right Frame Shape for Food Product Presentation in Online Retail Settings: A NeuroIS Study. Félix Giroux, Sara-Maude Poirier, Sylvain Sénécal, Pierre-Majorique Léger |
| 2021 | Coding Like a Rockstar: The Role of Social Influence on Action Patterns in GitHub. Thomas Grisold, Michael Gau, Youngjin Yoo |
| 2021 | Collecting Useful Information from Crowds: Is Experience Required? Shawn Ogunseye, Jeffrey Parsons |
| 2021 | Collective Mindful and Mindless Behavior in Game-Based Learning - Comparing Physical and Digital Educational Escape Rooms. Jonna Järveläinen |
| 2021 | Contracting Decisions on Digital Markets for Knowledge Work Services: A Qualitative Systematic Review. Julian Prester, Gerit Wagner |
| 2021 | Creativity in data work: agricultural data in practice. Tomislav Karacic, Wendy Günther, Anastasia V. Sergeeva, Marleen Huysman |
| 2021 | Credibility, Novelty and Helpfulness in Online Reviews. Dicle Yagmur Ozdemir, Harpreet Singh, Sumit Sarkar |
| 2021 | Cross-Review Incoherence and Purchase Deferral. Dezhi Yin, Triparna de Vreede, Logan Macray Steele, Gert-Jan de Vreede |
| 2021 | Crowd-Feedback in Information Systems Development: A State-of-the-Art Review. Saskia Haug, Alexander Maedche |
| 2021 | Cryptocurrency Market Manipulation - A Systematic Literature Review. Felix Eigelshoven, André Ullrich, Douglas Parry |
| 2021 | Curbing or Conniving Counterfeits: Strategic Analysis of Blockchain Adoption Decisions in Online Platforms. Lihong Cheng, Xin Zhang |
| 2021 | Data Governance for Managing Data Quality in Process Mining. Kanika Goel, Fahame Emamjome, Arthur H. M. ter Hofstede |
| 2021 | Data democratization: toward a deeper understanding. Hippolyte Lefebvre, Christine Legner, Martin Fadler |
| 2021 | Deep Tech: Emerging opportunities in innovation and entrepreneurship. Laia Pujol Priego, Jonathan Wareham, Angelo Romasanta, Hannes Rothe |
| 2021 | Demystifying Relative Evaluation in Social Fitness Apps. Zhiyin Li, Ben Choi |
| 2021 | Demystifying Research (Methods): Epistemological Design to Reduce Student Anxiety and Increase Content Enjoyment. Margeret Hall, Kaitlyn Baysa, Matt Cantu |
| 2021 | Dependency Modeling with Copulas in Multi-Armed Bandits. Siva Rajesh Kasa, Vaibhav Rajan |
| 2021 | Design Decisions in Behavioral Experiments: A Review of Information Systems Research. Marcel Pascal Cahenzli, Stephan Aier, Kazem Haki |
| 2021 | Determinants of Voice on Social Media among Individuals from Marginalized Groups. Yasamin Hadavi, Stacie Petter |
| 2021 | Developing a Taxonomy for Sustainable Digital Finance. Thomas Puschmann, Sayaka Shiba |
| 2021 | Device and Risk Aversion in the Context of Cyber Security Phishing Attacks. Naama Ilany-Tzur, Noa Benjo, Lihi Ohayon, Lior Fink |
| 2021 | Dialectical Inquiry in Information Systems Research: Principles and Practices. Raffaele Fabio Ciriello, Lars Mathiassen |
| 2021 | Digital Age Organizations: Uncovering Over-the-Air Updates in the Smart Product Realm. Colin Schulz, Stefan Raff, Sebastian Kortmann, Nikolaus Obwegeser |
| 2021 | Digital Competencies and IT Skills as Employees' Resources to Cope with Digitalization Demands. Robin Merchel, Taskeen Iqbal, Thomas Süße, Sebastian Knop |
| 2021 | Digital Connectedness Expectancy: Construct Development and Scale Validation. David Marz, André Hanelt, Lutz M. Kolbe |
| 2021 | Digital Nudging towards Acceptance of Defaults in Product Configuration. Kathrin Figl, Ines Zollitsch, Christiane Lehrer |
| 2021 | Digital Strategy as a Key Mediator of New Product Development Managers' Decision-making Behavior and Innovative Capabilities: an Empirical Analysis. Ireen Kulish, Andrea Greven, Malte Brettel |
| 2021 | Digital Transformation at Kärcher: Learning to Harness IoT Products for Value Creation. Martin Mocker, Ainara Novales |
| 2021 | Digital and Physical Mechanisms of Financial Frauds and Identity Theft. Junjie (Henry) Qian, Hüseyin Tanriverdi |
| 2021 | Direct Gaze, Story Narration, and Online Medical Crowdfunding Outcomes. Yuanyuan Liu, Shan Yu, T. Ravichandran |
| 2021 | Disentangling the Effect of Anthropomorphic Features on Acceptance of Social Robots. Gehan W. Premathilake, Hongxiu Li, Nina Helander |
| 2021 | Disrupting Viral Transmission by Facilitating Guided Self-Regulation. Jeffrey R. Sweeney, Peter Vervest |
| 2021 | Divided We Stand: Polarization across Social Media Platforms and Affordances. Ilkay Nehir Tanyel, Jaime Windeler |
| 2021 | Do Non-Fungible Tokens (NFTs) Affect Prices of Physical Products? Evidence from Trading Card Collectibles. Ioannis Filippos Kanellopoulos, Dominik Gutt, Ting Li |
| 2021 | Does EU-Consumer Privacy Harm Financing of US-App-Startups? Within-US Evidence of Cross-EU-Effects. Tobias Kircher, Jens Förderer |
| 2021 | Does IT Lead to Urban Agglomeration of Jobs? Insung Hwang, Kunsoo Han |
| 2021 | Does Social Media Accelerate Product Recalls? Evidence from the Pharmaceutical Industry. Yang Gao, Wenjing Duan, Huaxia Rui |
| 2021 | Does Telehealth Reduce Rural-Urban Care Access Disparities? Evidence from Covid-19 Telehealth Expansion. Shujing Sun, Guihua Wang |
| 2021 | Does stratification in social media stagnate resources? Evidence from attention flow. Manzhou Li, Lin Wang, Xing Li, Sean Xin Xu, Alex Wang, Can Ye |
| 2021 | Dyadic Technostress Coping: Theoretical Foundation and Empirical Evidence Complementing Individual Coping. Katharina Pflügner, Christian Maier, Tim Weitzel |
| 2021 | Economics of Advertising Misattribution on E-commerce Platforms. Zizheng Liu, Subodha Kumar, Dengpan Liu |
| 2021 | Ecosystem Bundling Promotion and Consumers' Product Evaluation: Evidence from Amazon Devices. Yuting Gao, Kai Luo, Hock-Hai Teo |
| 2021 | Effectiveness of AI Assistance in Live Streaming: A Randomized Field Experiment. Lingli Wang, Yumei He, Jiandong Ding, Nina Huang, Yili Hong, Xunhua Guo, De Liu, Guoqing Chen |
| 2021 | Effectiveness of AI in Strategic Decision Making: An Empirical Study on Identifying High-Potential Talents. Yihang Cheng, Xinlin Tang, Xi Zhang, Hui Xiong |
| 2021 | Emotional Intensity and User Engagement on Community-Based Question Answering Platforms. Bingjie Qian, Tat Koon Koh |
| 2021 | Empathic Healthcare Chatbots: Comparing the Effects of Emotional Expression and Caring Behavior. Lennart Seitz, Sigrid Bekmeier-Feuerhahn |
| 2021 | Empiricism through Activity Theory: Australian Undergraduate ICT Education. Hijab Alavi, Stephen Smith, Peter Busch, Donald Winchester |
| 2021 | Employee's Unauthorized Disclosure of Organizational Information on Social Media: The Role of Emotions and Boundary Permeability. Van-Hau Trieu, Vanessa A. Cooper, Dinithi Pallegedara |
| 2021 | Empower Audience Creativity Using Multi-Modal Video Analytics: Evidence from TED Talks. Wen Wang, Beibei Li |
| 2021 | Enablers and Barriers to the Organizations' Design of Effective Online Carbon Footprint Calculators for Consumers. Sanna Tiilikainen, Mikko Jalas, Michael Lettenmeier |
| 2021 | Enabling Non-Profits to Transform the Value of Donations Through Digital Platforms: The Case of eBay's 'Charity Connect' Initiative. Jade Wendy Brooks, Michelle Richey, Mayasandra-Nagaraja Ravishankar |
| 2021 | Enhancing Exaptation Through Modularity on Online Open Design Platforms. Yang Liu, Hefu Liu, Zhao Cai, Weiquan Wang |
| 2021 | Enhancing Inter-Organizational Data Governance via Blockchain - Shaping Scopes and Research Avenues. Marvin Jagals, Erik Karger, Frederik Ahlemann, Tim Brée |
| 2021 | Enhancing Service Chatbot Effectiveness: The Effect of Dyadic Communication Traits on Consumer Unplanned Purchase. Ran Tan, Yang Li, Qian Huang |
| 2021 | Ensembles of Human and Digital Sensors: Faithful Representations Through Hybrid Sensing Systems. Roman Zeiss, Christian Hovestadt, Friedrich Chasin |
| 2021 | Enterprise Architecture's Ups and Downs Over Time: A Case of De- and Re-Institutionalization. Mohammad Ali Kohansal, Kazem Haki |
| 2021 | Equity Crowdfunding and Startup Performance. NohYoon Seong, Keongtae Kim |
| 2021 | Event-Driven Assessment of Currency of Wiki Articles: A Novel Probability-Based Metric. Mathias Klier, Lars Moestue, Andreas Alexander Obermeier, Torben Widmann |
| 2021 | Everything Is IT, but IT Is Not Everything - What Incumbents Do to Manage Their Digital Transformation Towards Continuous Change. Michael Bitzer, Silvana Hinsen, Jan Jöhnk, Nils Urbach |
| 2021 | Examining the Impact of Yelp's Elite Squad on Users' Following Contribution. Xunyi Wang, Sean Patrick Sanders, G. Lawrence Sanders |
| 2021 | Expect the Unexpected: Engaging Users via Serendipitous Recommendations. Wei Cui, Vaibhav Rajan, Zhenhui Jiang |
| 2021 | Explain it to Me and I will Use it: A proposal on the Impact of Explainable AI on Use Behavior. Pascal Hamm, Hermann Felix Wittmann, Michael Klesel |
| 2021 | Explaining the link between technology-driven stress and workarounds: the moderating role of construal level. Xiaofan Tang, Shaobo Wei |
| 2021 | Exploring User Heterogeneity in Human Delegation Behavior towards AI. Andreas Fügener, Jörn Grahl, Alok Gupta, Wolfgang Ketter, Anna Taudien |
| 2021 | Exploring the Archive: A Problematization Lens for Conducting Critical IS Research. Stig Nyman, Mads Bødker, Tina Jensen, Marius Gudmand-Høyer |
| 2021 | Exploring the Effects of Leader's Actions on Patients' Continuous Engagement in Team-based Teleconsultation. Yiqing Li, Yu Tong |
| 2021 | Exploring the Satisfaction Potential of Technical Boundary Resources in IoT Platforms - The Microsoft Azure Case. Dimitri Petrik, Kleophas Model, Lion Alexander Drebinger, Georg Herzwurm |
| 2021 | Exploring the Use of Backgrounds in Web-conferencing with Image and Text Analysis. Johannes Schneider, Janine Hacker, Yulia Litvinova, Joshua Peter Handali, Jan vom Brocke |
| 2021 | Extending the foundations of AI literacy. Teresa Heyder, Oliver Posegga |
| 2021 | Face-to-Face and Face-to-Interface: Trust Dynamics in Alternating Offline and Online Practices. Linda M. Schmidt, Verena Bader, Stephan Kaiser |
| 2021 | Facilitating Individuals' Transitions Toward 1.5-Degree Lifestyle at a Global Scale with SUSLA. Sanna Tiilikainen, Michael Lettenmeier, Katrin Bienge, Torsten Masseck, Salla Lahtinen, Jari Kolehmainen, Mikko Jalas |
| 2021 | Factors that Influence the Adoption of Artificial Intelligence by Auditing Firms. Jiaqi Yang, Yvette Blount, Alireza Amrollahi |
| 2021 | Fake Reviews with "Verified-Purchase" and Commission Fee: Embellishment vs. Sniping. Cungen Zhu |
| 2021 | Falling for Phishing: An Empirical Investigation into People's Email Response Behaviors. Asangi Jayatilaka, Nalin Asanka Gamagedara Arachchilage, Muhammad Ali Babar |
| 2021 | Feedback Messages During Goal Pursuit: The Dynamic Impact on mHealth Use. Monica Fallon, Konstantin Schmidt, Okan Aydingül, Armin Heinzl |
| 2021 | FinTech Regulatory Sandboxes: When Regulation Meets Innovation. Sharon Mweba Wandili, Markos Zachariadis, Mayur P. Joshi |
| 2021 | FinTechs Playing in the Sandbox - The Effect of Interacting Signals on Funding. Marko Kraljev, Tessa Flatten, Bastian Kindermann |
| 2021 | Finding Simplicity in Complexity - Towards an Integrative Understanding of Online Community Sustainability. Assia Lasfer, Emmanuelle Vaast |
| 2021 | Fingers in the Pie: Characterizing Decision Rights Partitioning on Digital Labor Platforms. Laura Schulze, Manuel Trenz, Robert C. Nickerson |
| 2021 | Fleet Redeployment in Ride-Sharing Economy: An Information Design Approach. Andrew B. Whinston, Yingda Zhai |
| 2021 | Framing Dialogues on Cyber-Resilience on Boards. Sven-Volker Rehm, Laura Georg Schaffner, Lakshmi Goel |
| 2021 | Free Will in Philosophy and in IS research: where do we stand and where do we want to be? David Kreps, Frantz Rowe |
| 2021 | From Ethical AI Principles to Governed AI. Akseli Seppälä, Teemu Birkstedt, Matti Mäntymäki |
| 2021 | From Total Effects to Underlying Mechanisms via Causal Mediation: An Empirical Example from Ride-Hailing Platforms in the United States. Ecem Basak, Mary Beth Watson-Manheim, Ali Tafti |
| 2021 | Gender Heterogeneity in the Effect of Telework on Labor Market Outcomes during the COVID-19 Pandemic. Jingbo Hou, Chen Liang, Pei-Yu Chen, Bin Gu |
| 2021 | Gendered Language in Resumes - An Empirical Analysis of Gender Norm Violation and Hiring Outcomes. Prasanna Parasurama, João Sedoc |
| 2021 | Generalist Leaders, Specialized Subordinates - An Ensemble Learning Approach for Bankruptcy Prediction. Joel Quek, Ke-Wei Huang |
| 2021 | GroupFM: Enabling Context-Aware Group Recommendations with Factorization Machines. Michael Szubartowicz |
| 2021 | Guiding Students Together: Value Expectations and Propositions in Education Outreach Programs. Joni Matias Rajala, Netta Iivari, Marianne Kinnula, Tonja Molin-Juustila |
| 2021 | Health Information Systems: Potential Users balancing Adaptive and Maladaptive Appraisals. Tanja Sophie Gesk, Johannes Wichmann, Michael Leyer |
| 2021 | Help-Seeking and Help-Giving in ISD Teams: A Paradox of Collaboration. Sabine Matook, Yazhu (Maggie) Wang |
| 2021 | Heuristics for Commercial Friendships in Social Media: Benefits and Risks. Sabine Matook, Susan A. Brown |
| 2021 | How Am I Doing? The Impact of Localized Leaderboards in Digital Platforms. Sumin Song, Kunsoo Han, Animesh Animesh |
| 2021 | How Blockchain Can Enhance Trust and Transparency of Online Surveys. Johannes Weiss, Daniel Obermeier |
| 2021 | How CIO political skill Influences Organizational Agility: The Mediating Role of CIO-Top Management Team Behavioral Integration. Yanlin Zhang, Daniel Qi Chen, Chengzhi Liu |
| 2021 | How Data Privacy Regulations Affect Competition: Empirical Evidence from Mobile Application Market. Xi Wu, Min-Seok Pang |
| 2021 | How Digital Innovation Labs Use Knowledge: Access Strategies and Recombination Paths. Axel Hund, Daniel Beimborn, Heinz-Theo Wagner, Sven Legl, Friedrich Holotiuk |
| 2021 | How Do Video Features Matter in Visual Advertising? An Elaboration Likelihood Model Perspective. Danyang Song, Shichao Wang, Carol Ou, Xi Chen, Ruitao Liu, Haihong Tang |
| 2021 | How Enterprise Architecture Loses Momentum: A Case of Delegitimization. Mohammad Ali Kohansal, Kazem Haki |
| 2021 | How Far are You Gonna Go? Understanding Pedestrian Catchment Areas in Shared Mobility Systems. Mathias Willnat, Tim-Benjamin Lembcke, Christine Harnischmacher, Christoph Prinz, Matthias Klumpp |
| 2021 | How Regulations Affect Startup Locations: Evidence from Initial Coin Offerings. Yingxin Zhou, Keongtae Kim |
| 2021 | How Review Readers Cast Helpfulness Votes: An Empirical Investigation. Yinan Yu, Dezhi Yin, Warut Khern-am-nuai |
| 2021 | How Shall We Start? Initial Communication Media and Subsequent Patient Engagement on a Mobile Mental Healthcare Platform. Weiwei Sun, Aaron Cheng, Xitong Guo |
| 2021 | How Status Quo Bias Affects Digitalization of Agriculture: A Mixed-Method Study of Agri-Business CEOs. Darshana Sedera, Sachithra Lokuge, Saliya Nugawela |
| 2021 | How To Train Your Algo: Investigating the Enablers of Bias in Algorithmic Development. Marta Stelmaszak |
| 2021 | How to Realize Business Value through a Big Data Analytics Capability - Results from an Action Design Research Approach. Nico Hirschlein, Christian Dremel |
| 2021 | Human-Value-Oriented Digital Social Innovation: A Multilevel Design Framework. Larissa Gebken, Christian Kurtz, Paul Drews, Ingrid Schirmer, Tilo Böhmann |
| 2021 | Hybrid Intelligence - Combining the Human in the Loop with the Computer in the Loop: A Systematic Literature Review. Christina Wiethof, Eva A. C. Bittner |
| 2021 | ICIS 2021 Keynote Address and Awards Ceremony. Ryan T. Wright, Anitesh Barua, Alan R. Dennis, Alok Gupta, Dorothy E. Leidner, Suprateek Sarker, Matti Rossi |
| 2021 | ICIS 2021 Keynote II & Paper Awards Ceremony. Atreyi Kankanhalli, Xitong Li, Shaila M. Miranda, Ryan T. Wright, Anitesh Barua, Sukumar Rathnam |
| 2021 | Identifying Influence Mechanisms in Permissionless Blockchain Communities: The Bitcoin Case. Rewat Thapa, Pankajeshwara Sharma, Joschka Andreas Hüllmann, Bastin Tony Roy Savarimuthu |
| 2021 | Identifying the Design Inhibitors of In-store Shopping Apps. Boineelo R. Nthubu, Amjad Fayoumi, Darren Dalcher |
| 2021 | Impact of Digital-Only Bank Adoption on Consumer Consumption: Empirical Evidence. Sihan Fang, Hyeokkoo Eric Kwon, Yongjin Park |
| 2021 | Implicit Personality and Big Five Traits in Equity Crowdfunding. Julia Neuhaus, Andrew Jay Isaak, Denefa Bostandzic |
| 2021 | Improving Explainability and Accuracy through Feature Engineering: A Taxonomy of Features in NLP-based Machine Learning. Thiemo Wambsganss, Christian Engel, Hansjörg Fromm |
| 2021 | Improving Team Wining Rate through Experiential and Observational Learning in E-Sports Games: A Multilevel Analysis. Jiantao Zhu, Bingqing Xiong, Zhao Cai, Eric T. K. Lim |
| 2021 | Increasing Contributions to Sustainable Projects through Digital Nudges Amplifying Social Comparison. Philipp Staudt, Anke Greif-Winzrieth, Petra Nieken |
| 2021 | Individual Sellers' Social Media Participation and Sales Activities in Social Marketplaces: Evidence from a Natural Experiment. Siliang Tong, Yingjie Zhang, Gordon Burtch, Zhijie Lin |
| 2021 | Individual Users' Perceptions of and Resistance to Electronic Health Records System. Jamie Nam, Han-fen Hu, Greg D. Moody |
| 2021 | Influencing Sustainable Consumption Through Persuasive Agent Design. Juliana Sutanto, Dorothy E. Leidner, Lazaros Goutas |
| 2021 | Information Gap in Physician Review Websites: A Comparative Study of Patient Expectations and Available Information. Soham Ghosh, Soumyakanti Chakraborty, Narain Gupta, Sumanta Basu |
| 2021 | Information-sharing Workarounds in Enterprise Social Networks: Privacy-related Triggers. Pedro Seguel |
| 2021 | Institutional Legitimacy and New Market Emergence: the Case of Bitcoin Trading. Andrew Jay Isaak, Suleika Bort, Michael Woywode |
| 2021 | Insurance Fraud and Isolation Forests. Jörn Debener, Volker Heinke, Johannes Kriebel |
| 2021 | Integration of Artificial Intelligence in the Organizational Adoption - A Configurational Perspective. Philipp Laut, Philipp Dumbach, Bjoern M. Eskofier |
| 2021 | Intention-based Deep Learning Approach for Detecting Online Fake News. Kyuhan Lee, Sudha Ram |
| 2021 | Inter-Ecosystem Migration of IT-actors in the Era of Digital Innovation: An Empirical Investigation. Marius Biedebach, André Hanelt, Sebastian Firk |
| 2021 | Interpretable Predictive Models for Healthcare via Rational Logistic Regression. Thiti Suttaket, L. Vivek Harsha Vardhan, Stanley Kok |
| 2021 | Interruptions during a service encounter: Dealing with imperfect chatbots. Elizabeth Han, Dezhi Yin, Han Zhang |
| 2021 | Intra-Team Ties and Team Performance: Evidence from Team-Based Games. Xin Huang, Nan Chen |
| 2021 | Investor Attention and Crowdfunding Performance. Lin Hu, Kun Li, Zhenhua Wu, Bin Gu |
| 2021 | Investors' Herding Behavior in Crowdfunding Platform: Considering the Moderating Role of Environmental Factors. Zujun Zhu, Hefu Liu, Qian Huang |
| 2021 | IoT Ethics - Status Quo and Directions for Further Research. Sarah Bayer |
| 2021 | Is This System Biased? - How Users React to Gender Bias in an Explainable AI System. Ekaterina Jussupow, Miguel Angel Meza Martínez, Alexander Maedche, Armin Heinzl |
| 2021 | It's a Dangerous Business, Going Out Your Door: Overcoming Institutional Distances Through IS. Terence Saldanha, Abhishek Kathuria, Jiban Khuntia, Benn R. Konsynski |
| 2021 | Last mile drone delivery services: Adoption barriers before and during the COVID-19 pandemic. Mario Schaarschmidt, Matthias Bertram, Marius Knobloch |
| 2021 | Leading Agents or Stewards? Exploring Design Principles for Empowerment through Workplace Technologies. Maren Gierlich-Joas, Valentin Zieglmeier, Rahild Neuburger, Thomas Hess |
| 2021 | Learning from Community Sharing:
Early Experiences and Design Innovations in Buy Nothing Groups. Jonathan P. Allen |
| 2021 | Learning to Learn: Facets of Generativity in Machine Learning Frameworks. Jan Zibuschka |
| 2021 | Legitimation as the Correspondence of Practice: An Ethnographic Study of Digital Nomad Work Practices. Julian Prester, Dubravka Cecez-Kecmanovic, Daniel Schlagwein, Michael C. Cahalane |
| 2021 | Let's Get Immersive: How Virtual Reality Can Encourage User Engagement in Process Modeling. Ludger Pöhler, Julian Schuir, Pascal Meier, Frank Teuteberg |
| 2021 | Levels of Digital Representation: Semiotics and the Articulation of Meaning. Leona Chandra Kruse, Stefan Seidel, Alexander Maedche |
| 2021 | Lexical Copy or Semantic Imitation? Exploring the Implications of the AI Text Generator on Medical Crowdfunding Performance. Xiaopan Wang, Junpeng Guo, Ben Choi, Yi Wu |
| 2021 | Literature Reviewing: Addressing the Jingle and Jangle Fallacies and Jungle Conundrum Using Graph Theory and NLP. Yuanyuan Song, Richard T. Watson, Xia Zhao |
| 2021 | ML-Based Product Design: The Case of Mobile Apps. Aditya Karanam, Ashish Agarwal, Anitesh Barua |
| 2021 | Making Charity Crowdfunding Work: An Empirical Study of Project Promotion for Improving Donor Contributions. Seung Jong Lee, Kyung-Pyo Kang, Junghee Lee, Vish Krishnan, Jaehong Park |
| 2021 | Making the Crowd Wiser: (Re)combination through Teaming in Crowdsourcing. Junjie Zhou, Jungpil Hahn |
| 2021 | Making the First Step Towards Robotic Leadership - Hiring Decisions for Robotic Team Leader Candidates. Franziska Doris Wolf, Ruth Maria Stock-Homburg |
| 2021 | Managing the Interpretive Flexibility of Technology: A Case Study of Celonis and its Partner Ecosystem. Martin Engert, Yifang Chu, Andreas Hein, Helmut Krcmar |
| 2021 | Managing trust- A design theory and design principles. Fahame Emamjome, Michael Rosemann |
| 2021 | Manufacturers' IT-Enabled Service Innovation Success as a Multifaceted Phenomenon: A Configurational Study. Christoph Brosig |
| 2021 | Maturity Models in Information Systems: A Review and Extension of Existing Guidelines. Tobias Mettler, Omar Ballester |
| 2021 | Me and the Other Not Me - Deepfake as Digitally Constructed Alternate Deceptive Identity: Loss of Control Over One's Identity and Consequences. Fatima Mohammed, A. F. Salam |
| 2021 | Measuring Sustainability through Textual Analysis. Frederik Maibaum, Johann Nils Foege |
| 2021 | Meta for Faith - How Digital Technology is Reconfiguring Faith-Based Institutions. Uchenna Peters, Thomas Haskamp, Abdullah Albizri |
| 2021 | Microfoundations of Dynamic Capabilities for Platform Ecosystem Establishment: Evidence from Enterprise IoT. Christian Marheine, Dimitri Petrik |
| 2021 | Moment or Movement - An Empirical Analysis of the Heterogeneous Impact of Media Attention on Charitable Crowdfunding Campaigns. Michelle Müller, Stefanie Müller, Janina Seutter, Dennis Kundisch |
| 2021 | Motion Sensor-Based Health Profiling for Parkinson's Disease: A Deep Learning Approach. Shuo Yu |
| 2021 | Move Text Out of Picture: Impacts of Spatial Relationship Between Text and Picture on Consumer Attention to Online Ads. Wei Cui, Zhenhui Jiang |
| 2021 | Moving Beyond Rule-Based Automation: A Method for Assessing Cognitive Automation Use Cases. Christian Engel, Edona Elshan, Philipp Ebel |
| 2021 | Need for Change: Business Functions Affected by the Use of Decentralized Information Systems. Roger Heines, Niclas Kannengießer, Benjamin Sturm, Reinhard Jung, Ali Sunyaev |
| 2021 | Normalising a Digital Transformation. Noel Carroll, Brian McLafferty, Kieran Conboy, Brian Donnellan |
| 2021 | Nudge to Refill? Modeling Consumer Health Risk with Graph Convolutional Networks for Online Pharmaceutical Targeting. Wen Wang, Xueming Luo, Beibei Li, Haizhong Wang |
| 2021 | Obscure Oversight: Opacity Drives Sensemaking and Resistance Behavior in Algorithmic Management. Michael Pregenzer, Florian Wieser, Renata Santiago Walser, Ulrich Remus |
| 2021 | Occupation Modularity and the Work Ecosystem. Shiyan Zhang, Jeffrey V. Nickerson |
| 2021 | Oh, What a Cognitive Relief! A NeuroIS Study on Visual Designs of Digital Signages. Anika Nissen, Gabriele Obermeier, Nadine R. Gier, Andreas Auinger |
| 2021 | On Security Guidelines and Policy Compliance: Considering Users' Need for Autonomy. Christian Michael Olt, Fenne große Deters |
| 2021 | On the Effectiveness of Overt and Covert Interventions in Influencing Cookie Consent: Field Experimental Evidence. Stefan Mager, Johann Kranz |
| 2021 | Online Review Helpfulness: The Role of Review-related Features and Product Type. Yumeng Yang, David Xu |
| 2021 | Online Stress Management Interventions: The Role of Application Features. Katharina Pflügner, Christian Maier, Maren Hielscher, Tim Weitzel |
| 2021 | Only If It Affects Me! The Influence of Privacy on Different Adoption Phases. Maximilian Haug, Jaro Lanza, Heiko Gewald |
| 2021 | Only a Coward hides behind AI? Preferences in Surrogate, Moral Decision-Making. Elena Freisinger, Sabrina Schneider |
| 2021 | Optimal Curriculum Design of Online Business Education: A Learning Analytics Approach. Jiyong Park |
| 2021 | Optimal Distinctiveness about Platform Function Usage in Multihoming: Moderating Role of Product Overlap. Jie Fang, Hefu Liu, Zhao Cai, Eric T. K. Lim |
| 2021 | Organizational learning in multisided digital platforms: A multi-method simulation study. Gorkem Turgut Ozer, Edward Anderson, Patrick Figge |
| 2021 | Organizing Visions in the Digital World: The Case of the Blockchain Discourse on Twitter. Malmi Amadoru, Erwin Fielt, Marek Kowalkiewicz |
| 2021 | Panel: Cultivating Compassionate Workplaces: Should IS Research Claim a Seat at the Table? Amber Grace Young, Ann Majchrzak, Dorothy E. Leidner, Fred Niederman, Roopa Raman, Sirkka L. Jarvenpaa, Sutirtha Chatterjee |
| 2021 | Panel: Digital Resilience During Covid: Fleeting or Enduring. Waifong Boh, Panos Constantinides, Balaji Padmanabhan, Siva Viswanathan, Ola Henfridsson, Arun Rai, Soumya Sen |
| 2021 | Panel: Future of Work: the College of Senior Scholars' Panel. Damien Joseph, Natalia Levina, Fred Niederman, Leslie P. Willcocks, Deborah J. Armstrong |
| 2021 | Panel: Making an Impact with Responsible Information Systems Research. Stacie Petter, Tilo Böhmann, Andrew Burton-Jones, Michelle Carter, Brian Fitzgerald, Michael Rosemann, Christina Soh |
| 2021 | Patient Portals Facilitating EHR Error Discovery and Reporting. Mohammad Rahimi, Sezgin Ayabakan, Kevin B. Mahoney |
| 2021 | Pedagogical Agents for Interactive Learning: A Taxonomy of Conversational Agents in Education. Florian Weber, Thiemo Wambsganss, Dominic Rüttimann, Matthias Söllner |
| 2021 | Penguin Has Entered the Home: The Impact of COVID-19 Induced Work From Home on Open Source Software Development. Shivendu Pratap Singh, Pratyush Yadav, Zhilei Qiao |
| 2021 | Perceiving Intelligent Advice-Giving Systems - A Trust Perspective Under the Persuasion Knowledge Model. Tian Yu |
| 2021 | Personalization and the Decoy Effect. Nasim Mousavi, Jesse C. Bockstedt, Panagiotis Adamopoulos |
| 2021 | Personalized Treatment Using Biologics: An Analysis Using Counterfactual Regression Based on Deep Learning. Seongho Eun, Bon San Koo, Ji Seon Oh, Kee-Eung Kim, Byungtae Lee |
| 2021 | Pick The Odd-Ones Out! Conferring Legitimacy Of Initial Coin Offerings By Distinction. Muhammad Nauman Shahid, Jungpil Hahn |
| 2021 | Police's Strategic Use of Instagram - A Social Justice Perspective. Nataliya Berbyuk Lindström, Hamid Khobzi, Amina Wagner |
| 2021 | Practice Shift and Digital Innovation in the Time of Covid. E Burton Swanson |
| 2021 | Predicting Store Closures Using Urban Mobility Data and Network Analysis. Tal Shoshani, Peter Pal Zubcsek, Shachar Reichman |
| 2021 | Prescriptive Analytics in ART: Precision Medication through Preference Learning. Cong Wang, Yingfei Wang |
| 2021 | Present Bias and Microtasking. Yi Gao, Hong Guo, Dengpan Liu, De Liu, Xuying Zhao |
| 2021 | Preserving User Privacy Through Ephemeral Sharing Design: A Large-Scale Randomized Field Experiment in Online Dating. Yumei He, Xingchen Xu, Nina Huang, Yili Hong, De Liu |
| 2021 | Proceedings of the 42nd International Conference on Information Systems, ICIS 2021, Building Sustainability and Resilience with IS: A Call for Action, Austin, TX, USA, December 12-15, 2021 Joe S. Valacich, Anitesh Barua, Ryan T. Wright, Atreyi Kankanhalli, Xitong Li, Shaila M. Miranda |
| 2021 | Promoting Digital Innovation Capability Through Alliance Portfolio Composition. Theresa S. Bockelmann, David Bendig, Colin Schulz |
| 2021 | Racial Bias During "Black Lives Matter": How Social Movement Reshapes Airbnb Host Performance. Tong Xu, Angela Lu, Abhay Mishra, Linqi Song, Zengyan Liu |
| 2021 | Raid the Chat Room: The Effects of Group Size on User Engagement in Online Synchronized Communication. Keran Zhao, Yili Hong, Tengteng Ma, Yingda Lu, Yuheng Hu |
| 2021 | Realization of Data-Driven Business Models in Incumbent Companies: An Exploratory Study Based on the Resource-Based View. Hergen Eilert Lange, Paul Drews, Markus Höft |
| 2021 | Receiving a Triple "E" Rating - Measuring IS Success by Balancing Efficiency, Effectiveness, and Experience Criteria. Jörg Hans Mayer, Berkay Ulusoy, Markus Esswein, Reiner Quick |
| 2021 | Regulating Algorithmic Learning in Digital Platform Ecosystems through Data Sharing and Data Siloing: Consequences for Innovation and Welfare. Jan Krämer, Shiva Shekhar, Janina Hofmann |
| 2021 | Regulation of Hate Speech and Hatefulness on German Twitter. Olga Slivko, Raphaela Andres |
| 2021 | Relational Time Series Forecasting for Retail Drugstores: A Graph Neural Network Approach. Jing Liu, Gang Wang, Lihua Huang |
| 2021 | Repertories of Evaluation in AI Ethics: Plurality in Professional Responsibility and Accountability. Pedro Seguel, Emmanuelle Vaast |
| 2021 | Resilience in Information Systems Research - A Literature Review from a Socio-Technical and Temporal Perspective. Manuel Weber, Janine Hacker, Jan vom Brocke |
| 2021 | Resilience of the U.S. Gig Economy during the COVID-19 Pandemic: Insights from Location Big Data. Naveen Basavaraj, Natasha Zhang Foutz, Beibei Li |
| 2021 | Restorative effects of virtual reality nature simulations at the workplace. An experimental approach. Caroline Reßing, Thi Phuong Thao Nguyen, Frederike Marie Oschinsky |
| 2021 | Retired IT-connected: How Older Persons Adopt and Use Technology for Political Crisis Solving. Aljona Zorina, Stan Karanasios, Julien Malaurent |
| 2021 | Revitalizing Organizational Memory through Hermeneutic Phenomenology: Interpreting Information System Change in Ontario's Child Protection Sector. Thomas M. Vogl |
| 2021 | Role Identity Tensions of IT Project Managers in Agile ISD Team Settings. Lea Müller, Gregor Albrecht, Jonas Toutaoui, Alexander Benlian |
| 2021 | Role of Telehealth Adoption in Shaping Perceived Quality of Care: Empirical Analysis. Yu-Wei Lin, Anton Ivanov, Hsin-Lu Chang, Michael J. Shaw |
| 2021 | Scaling Agility: How Organizations Balance Tensions in Scaled-agile Organizations. Julian Frey, Axel Hund, Daniel Beimborn |
| 2021 | Self-Fulfilling Prophecies? Using Expectancy Theory to Explain Gender Disparities in eSports. Bastian Kordyaka, Marlies Brunnhofer |
| 2021 | Sharing Algorithmic Management Information in the Sharing Economy - Effects on Workers' Intention to Stay with the Organization. Vincent Göttel |
| 2021 | Signals for Venture Performance After Initial Coin Offerings: the Role of Proceeds Allocation to Marketing and Market Orientation. Christian Schaefer, Bastian Kindermann, Steffen Strese |
| 2021 | Simply Clever - The Impact of Cognitive Simplicity on Organizational Digital Strategy Orientation. David Lohmar, Christopher Jung, Stephan Nüesch |
| 2021 | Smart Pay-As-You-Live Services in Healthcare: A Balance Theory Perspective. Farkhondeh Hassandoust, Allen C. Johnston, Tripti Singh |
| 2021 | Smartphone Effect on Shoppers: How Mobile Information Storage Influences Price Knowledge. Marc Linzmajer, Gianluca Scheidegger, Thomas Rudolph, Marc Vanhuele |
| 2021 | So, You Trust the Doctor - but the Technology? Mohammad Rahimi, Detmar W. Straub |
| 2021 | Socio-Cognitive Sensemaking for Digital Innovation: Enhancing Organizing Visions with Social Representations. Friedrich Chasin, Erwin Fielt |
| 2021 | Solve for Blockchain: Toward A Framework for Navigating Blockchain Tensions. Nadine Kathrin Ostern, Guido Perscheid |
| 2021 | Sooner or Later? Promising Delivery Speed in Online Retail. Ruomeng Cui, Zhikun Lu, Tianshu Sun, Joseph M. Golden |
| 2021 | Spillovers in Open Innovation: The Case of Cryptocurrencies. Vasundhara Sharma, Ashish Agarwal, Anitesh Barua |
| 2021 | Strategic Decision Support System for Fleet Investments in the Vaccine Supply Chain. Felix Oberdorf, Peter Wolf, Myriam Schaschek, Nikolai Stein |
| 2021 | Studying Digital Transformation Strategy Through an Organizational Improvisation Lens. Jan Stockhinger |
| 2021 | SumExp: A Summarization-Based Approach for Explaining NLP Models. Diana Hristova, Mohd Saif Khan |
| 2021 | Supporting Disadvantaged Solopreneurs from Developed Countries in Digital Ecosystem Career Choices. A Design Science Research Approach. Marcin Bartosiak, Gabriele Piccoli, Biagio Palese, Joaquin Rodriguez |
| 2021 | Sysco's Big Data Lake. Daniel E. O'Leary |
| 2021 | Tackling Platform Competition in the Crowdsourcing: How Referral Programs Influence Activeness and Profitability. Yanping Guo, Bingqing Xiong, Yongqiang Sun, Chee-Wee Tan |
| 2021 | Taming Complexity in Business Ecosystems: Investigating the Role of Platforms. Marius Schmid, Kazem Haki, Hüseyin Tanriverdi, Stephan Aier |
| 2021 | Teaching Design Science Research. Robert Winter, Jan vom Brocke |
| 2021 | Tech Giants and New Entry Threats. Weiling Song, Yang Pan |
| 2021 | Technology Affordance, Trust and Continuance Intention in Virtual Personal Assistants: Differences between High and Low Frequency Users. Zhen Shao, Jing Zhang, Lin Zhang, Kuanchin Chen |
| 2021 | Temporal Evolution of Communication Networks in Social Movements: Evidence from the Movember Health Campaign on Twitter. Anna Priante |
| 2021 | That's so Embarrassing! When not to Design for Social Presence in Human-Chatbot Interactions. Nika Mozafari, Welf H. Weiger, Maik Hammerschmidt |
| 2021 | The Accrual of Digital Debt. Grace Ha Eun Park, Barney Tan |
| 2021 | The Affordance Cliff: Explaining Technology Workarounds. Chad Anderson |
| 2021 | The Augmented Theorist - Toward Automated Knowledge Extraction from Conceptual Models. Jonas Scharfenberger, Burkhardt Funk, Benjamin Mueller |
| 2021 | The Case of Human-Machine Trading as Bilateral Organizational Learning. Timo Sturm, Timo Koppe, Yven Scholz, Peter Buxmann |
| 2021 | The Devil in Disguise: Malicious Envy's Impact on Harmful Interactions Between Social Networking Site Users. Hannes-Vincent Krause, Annika Baumann |
| 2021 | The Diffusion of Social Media Apps and Services in Online Social Networks - A Simulation Study. Alper Beser, Richard Lackes |
| 2021 | The Digital 'War for Talents' - a Conceptual Framework of Technology-Driven Factors in Digital Personnel Selection Systems. Stephan Berger, Björn Häckel, Oliver Niesel, Bastian Stahl |
| 2021 | The Digitalization of Infants: An Entangled Web of Emotions, Affordances, and Constraints. Peter Leestma, Dorothy E. Leidner |
| 2021 | The Economics of 5G and the Mobile Economy. Chenshuo Sun, Anindya Ghose |
| 2021 | The Effect of Bots on Human Interaction in Online Communities. Hani Safadi, John P. Lalor, Nicholas Berente |
| 2021 | The Effect of Customer Showrooming on Return Policy and Product Assortment for Multichannel Retailers. Ping Tang, Amit Mehra, Prasenjit Mandal |
| 2021 | The Effect of Disease Salience on Preference for eWOM in Social Media. Bingjie Deng, Michael Chau |
| 2021 | The Effect of Resilience Messaging on Community Conformity to Government Healthcare Guidelines: An Empirical Analysis of Governors' Twitter Use During COVID-19 Pandemic. Reza Mousavi, Bin Gu |
| 2021 | The Effects of Wireless Emergency Alerts in Pandemic: Empirical Evidence of Online and Offline Consumption. Jaeho Myeong, Yongjin Park, Jae-Hyeon Ahn |
| 2021 | The Future of Payments: The Role of Crypto Assets in Shaping Trust. Nina Frausing, Michel Avital |
| 2021 | The Identity of Born Virtual Organizations: Exploring the Role of ICT. Julian Marx, Stefan Stieglitz, Milad Mirbabaie, Tabea Sauer, Janice Frowerk |
| 2021 | The Illusion of Certainty and Data-Driven Decision Making in Emergent Situations. Nicholas Berente, John P. Lalor, Sriram Somanchi, Ahmed Abbasi |
| 2021 | The Information Content of ESG Disclosures and the Public Perception of Credit Risk. Historei Bariz, Florian Kiesel, Nicolas Schreiber |
| 2021 | The Online Community Management Triad - Managerial Dynamics of Community Admins in the Age of Algorithms. Yaara Welcman, Lior Zalmanson |
| 2021 | The Potential of Technology-Mediated Learning Processes: A Taxonomy and Research Agenda for Educational Process Mining. Thiemo Wambsganss, Anuschka Schmitt, Thomas Mahnig, Anja Ott, Sigitai Soellner, Ngoc Anh Ngo, Jerome Geyer-Klingeberg |
| 2021 | The Right to Be Forgotten: If I could restart my life, I would like to be able to erase ... Mark J. Keith, Jeffry S. Babb, Robyn L. Raschke, Paul J. Steinbart |
| 2021 | The Role of AI Agents for De-Escalating Commitment in Digital Innovation Projects. Carolin Marx, Benjamin Ampel, Ben Lazarine |
| 2021 | The Role of Algorithmic Transparency in Contact-tracing App Adoption. Tobias Bitzer, Martin Wiener, Stefan Morana |
| 2021 | The Role of CDOs in Signaling Digital Transformation Endeavors: An Analysis of Firms' External Communication Tools. Dennis Renee Metzler, Steffen Bankamp, Jan Muntermann, Matthias Palmér |
| 2021 | The Role of Competitive Actions in Maximizing Visibility When Entering Algorithmically Managed Ecosystems. Joaquin Rodriguez, Gabriele Piccoli |
| 2021 | The Role of Randomized Control Trials in Online Demand Generation: Exploratory Evidence from Facebook. Julian M. R. Runge, Harikesh Nair |
| 2021 | The Role of Virtual Qinghuai in Fostering Gamer Loyalty. Siqi Gao, Cheuk Hang (Allen) Au, Barney Tan |
| 2021 | The Role of Vulnerability Disclosure on Hacker Participation in Bug Bounty Programs. Ali Ahmed, Brian Lee, Amit V. Deokar |
| 2021 | The Role of Webpage Prototypicality as a Factor of Elaboration Likelihood. Aliaksei Miniukovich, Kathrin Figl |
| 2021 | The Sales Data Sells: Effects of Real-Time Sales Analytics on Live Streaming Selling. Yumei He, Lingli Wang, Nina Huang, Yili Hong, Jiandong Ding, Yan Sun, Yingyao Liu |
| 2021 | The Truck Buddy: Towards a Mood-Based Truck Driver Assistance System. Christoph Heinbach, Laura Sophie Gravemeier, Anke Dittmer, Enrico Kochon, Henning Gösling, Oliver Thomas |
| 2021 | Timeliness, Trustworthiness, and Situational Awareness: Three Design Goals for Warning with Emergency Apps. Dario Bonaretti, Diana Fischer-Preßler |
| 2021 | To Compare Against Oneself or Others? - Evaluative Standards as Design Elements to Affect Heating Energy Consumption. Charlotte Wendt, Dominick Werner, Martin Adam, Alexander Benlian |
| 2021 | To Discount or Not to Discount: A Game-Theoretic Analysis of the Pricing and Survival Dilemma in Luxury E-commerce. Yingxin Zhang, Shubham Gupta, Subodha Kumar, Xiangpei Hu |
| 2021 | To the Moon! Analyzing the Community of "Degenerates" Engaged in the Surge of the GME Stock. Matthew Caron, Maryna Gulenko, Oliver Müller |
| 2021 | Token-Centric Work Practices in Fluid Organizations: The Cases of Yearn and MakerDAO. Nina-Birte Schirrmacher, Johannes Rude Jensen, Michel Avital |
| 2021 | Toward Green Data Centers: Environmental Regulation, Green Data Center Innovation, and Firm Value. Jiyong Park, Sunghun Chung, Kunsoo Han |
| 2021 | Toward a Better Understanding of Crisis and Online Prosocial Lending. Zhiyi Wang, Lusi Yang, Jungpil Hahn |
| 2021 | Towards Designing Live 360° Virtual Tours. Christian Peukert, Fabian Brossok, Marc T. P. Adam |
| 2021 | Towards Ethical Design Science Research. Khalid Durani, Andreas Eckhardt, Tim Kollmer |
| 2021 | Towards Transparentizing Personal Data Processing, Winning Public Trust. Olaf L. Steenbergen, Kenny Meesters |
| 2021 | Towards a Forward-Looking Conceptualization of Privacy. David Kallemeyn, Wallace Chipidza |
| 2021 | Towards a Taxonomy of Smart Home Technology: A Preliminary Understanding. Lars Andraschko, Philipp Wunderlich, Daniel Veit, Saonee Sarker |
| 2021 | Towards a Trust Reliance Paradox? Exploring the Gap Between Perceived Trust in and Reliance on Algorithmic Advice. Anuschka Schmitt, Thiemo Wambsganss, Matthias Söllner, Andreas Janson |
| 2021 | Traditional vs Cloud-Based Services: A Game Theoretical Analysis. Yuan Dong, Subodha Kumar |
| 2021 | Training Personalized Recommender Systems with Biased Data: A Joint Likelihood Approach to Modeling Consumer Self-selection Behaviors. Yansong Shi, Cong Wang, Xunhua Guo, Guoqing Chen |
| 2021 | Transformational Dynamics - Systemizing the Co-Evolution of Organizational Forms and Information Systems. Max Schumm, André Hanelt |
| 2021 | Treating Strategic Drift: Alignment Practices in Healthcare Information Systems Implementations. Roxanne Baudilla Llamzon, Felix T. C. Tan, Lemuria D. Carter, Kon Mouzakis, Rajesh Vasa |
| 2021 | Trust Me, I'm Confident - Are Confident Members of the Crowd Better at Evaluating Business Model Ideas? Florian Laux, Thomas Görzen |
| 2021 | Uncertainty Reducing and Handling Strategies in ML Development Projects. Johann Dietz, Karoline Glaser, Hartmut Hoehle |
| 2021 | Uncovering the Source of Evaluation Bias in Micro-Lending. Xiyang Hu, Yan Huang, Beibei Li, Tian Lu |
| 2021 | Understanding Employee Responses to Software Robots: A Systematic Literature Review. Anja Seiffer, Ulrich Gnewuch, Alexander Maedche |
| 2021 | Understanding Failures of Emergency Warning Systems from a Representation Perspective: A Case Study from Germany. Diana Fischer-Preßler, Dario Bonaretti, Kai Fischbach |
| 2021 | Understanding Inertia in Digital Transformation: A Literature Review and Multilevel Research Framework. Thomas Haskamp, Christian Dremel, Carolin Marx, Falk Uebernickel |
| 2021 | Understanding the Impact of Service Failure and Recovery Justice on Consumers' Satisfaction and Repurchase Intention. Jack Shih-Chieh Hsu, Chao-Min Chiu, Kuang-Ting Cheng, Paul Jen-Hwa Hu |
| 2021 | Understanding the Operational Value of Big Data Analytics Capabilities for Firm Performance: A Meta-Analytic Structural Equation Modeling Approach. Eduard Anton, Thuy Duong Oesterreich, Frank Teuteberg |
| 2021 | Understanding the Role of Video Quality and Emotion in Live Streaming Viewership. Keran Zhao, Yuheng Hu, Yingda Lu |
| 2021 | Unraveling E-Sports Team Tactical Recipes: A Configurational Perspective. Jiantao Zhu, Chenyang Xue, Quanchen Liu, Chee-Wee Tan |
| 2021 | Unraveling Privacy Concerns in Complex Data Ecosystems with Architectural Thinking. Fabian Burmeister, Christian Kurtz, Pascal Vogel, Paul Drews, Ingrid Schirmer |
| 2021 | Use, Delegation, or Beyond? Exploring Human-Technology Relationship in the Age of Algorithmically Organized Work. Maya Stewart, Reza Mousavi Baygi |
| 2021 | User Community Development in Social Networks to Support AI-Enabled Knowledge Provision. Andrzej M. J. Skulimowski |
| 2021 | Using Clinical Pathways To Virtual Coach Patients For Home Rehabilitation. Kai Gand, Jeannette Stark, Hannes Schlieter, Carola Gißke, Martin Burwitz |
| 2021 | Using Google Related Queries for Theorizing User Interests. Heshan Sun |
| 2021 | Using Machine Learning Techniques to Explore Extra-Role Security Behavior. Muriel Frank, Lukas Manuel Ranft |
| 2021 | Using the Expectancy-Value Theory of Motivation to Understand the Gaps in Mobile Identity Protection. Yasser Alhelaly, Gurpreet Dhillon, Tiago Oliveira |
| 2021 | Visual Merchandising and Selling Orientations in E-commerce Live Streaming: Evidence from Taobao Live. Yutong Guo, Khim Yong Goh, Ying Zhang, Xiao Liu, Bo Gao |
| 2021 | Well-being in Digital Learning Environments: A Key to Desirable IT Project Management Outcomes. Thibaut Coulon, Mustapha Cheikh-Ammar, Julie Delisle, Simon Bourdeau |
| 2021 | What Types of Crowd Generate More Valuable Content? Evidence from Cross-Platform Posting. Xiaohui Zhang, Qianzhou Du, Zhongju Zhang |
| 2021 | What We Found Will Blow Your Mind: The Impact of Hyperbole on Reader Interest and News Reading Intentions. Arjun Kadian, Dezhi Yin, Logan M. Steele |
| 2021 | What do you mean? A Review on Recovery Strategies to Overcome Conversational Breakdowns of Conversational Agents. Dennis Benner, Edona Elshan, Sofia Schöbel, Andreas Janson |
| 2021 | What does contact tracing really mean?: How governments and citizens contest the meaning of contact tracing to achieve societal resilience. Semi Min, Hila Lifshitz-Assaf, Natalia Levina |
| 2021 | What matters most to patients? On the Core Determinants of Patient Experience from Free Text Feedback. Adegboyega Ojo, Nina Rizun |
| 2021 | When Fast Means More Hassle: Online Deliveries Revisited. Daniel Erik Brylla, Gianfranco Walsh, Michael Nolting, Julian Roth |
| 2021 | When Live Chats Make Us Disclose More. Stefanie Sohn, Dominik Siemon, Stefan Morana |
| 2021 | Who Matters After Fundraising? Empirical Examination of Venture Survival in the Blockchain Ecosystem. Caroline V. Grau, Colin Schulz, David Bendig, Malte Brettel |
| 2021 | Who's the Boss? Measuring Gig-Workers' Perceived Algorithmic Autonomy-Support. Nura Jabagi, Anne-Marie Croteau, Luc K. Audebrand, Josianne Marsan |
| 2021 | Why People Participate in Sending Danmuku? A Perspective from Herding Effect. Qingyuan Lin, Angela Lu |
| 2021 | Why Unbundling Works: An Impact of Mobile App Unbundling on New App Adoption and Engagement. Elia Rho, Dongwon Lee, Jiye Baek, Kai-Lung Hui |
| 2021 | Why do Chatbots fail? A Critical Success Factors Analysis. Antje Henriette Annette Janssen, Lukas Grützner, Michael H. Breitner |
| 2021 | Why your Past Matters: Disentangling the Influence of "Static" and "Dynamic" Emotional Properties in Social Media Content on User Engagement. Reza Alibakhshi, Shirish C. Srivastava |
| 2021 | Work Role Tensions in Globally Distributed IT Teams: A Cautionary Tale. Rennie Naidoo, Jean-Pierre van der Merwe |
| 2021 | You Can't Manage What You Can't Define: The Success of Blockchain Projects Beyond the Iron Triangle. Tobias Guggenberger, Jens-Christian Stoetzer, Lukas Theisinger, Julia Amend, Nils Urbach |
| 2021 | You Cheered for Your Favorite Teams: Does it Get You Hired or Penalized? Youngjin Kwon, Jason Bennett Thatcher, Philip L. Roth, Daniel A. Pienta |