Publications

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Meta-Organizational Learning through Digital Consensus Proceedings of the 2023 International Conference on Information Systems (ICIS 2023) Hyderabad, India, December 10-13.

The Economic Implications of Privacy Dark Patterns Proceedings of the 2023 International Conference on Information Systems (ICIS 2023) Hyderabad, India, December 10-13.

IT-Enabled Collective Prosocial Lending in Crisis Response: A Natural Experiment Production and Operations Management OnlineFirst

Crowdfunding Success Effects on Financing Outcomes for Startups: A Signaling Theory Perspective MIS Quarterly 47(3), 1271-1302

Winner Takes All? The ‘Blockbuster Effect’ in Crowdfunding Platforms Information Systems Research 34(3), 935-960

Dynamic Effects of Robotic Process Automation on Processes and Routines in Organisations BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

A Game Theory Model of Product Sampling in New Product BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Prioritisation of Functional Requirements and Non-functional Requirements in Agile Software Development BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Handling Missing Values in Information Systems Research: A Review of Methods and Assumptions Information Systems Research 34(1), 5-26

Review of Research on Human Trust in Artificial Intelligence Proceedings of the 2022 International Conference on Information Systems (ICIS 2022) Copenhagen, Denmark, December 9-14.

Will They Still Pay? A Study of Consumer Behavior in an Unmanned Retail Environment Proceedings of the 2022 International Conference on Information Systems (ICIS 2022) Copenhagen, Denmark, December 9-14

Towards a Multi-Dimensional Perspective of Performance Feedback and Risk Taking Working Paper

DOI: SSRN

Understanding Decentralization in Proof-of-Stake Blockchains: An Agent-Based Simulation Approach European Journal of Information Systems

Impact of End-user Privacy Enhancing Technologies on Firms’ Analytics Capabilities Working Paper

Making the Crowd Wiser: (Re)combination through Teaming in Crowdsourcing Working Paper

DOI: SSRN

Crowdfunding Research in the Information Systems Discipline and Beyond: Development and Outlook Asia Pacific Journal of Information Systems 31(4), 448-454

Source, Outcome and Content of Experiences: A Multidimensional Perspective on IT-enabled Entrepreneurial Learning Working Paper

DOI: SSRN

The Complex Effects of Cross-Domain Knowledge on IS Development: A Simulation-Based Theory Development MIS Quarterly 45(5), pp. 2023-2054.

Can I Touch Your Code? The Effects of Programming Style on Open Source Collaboration Working Paper

DOI: SSRN

Making the Crowd Wiser: (Re)combination through Teaming in Crowdsourcing Proceedings of the 2021 International Conference on Information Systems (ICIS 2021) Austin, TX, December 12-15.

Toward a Better Understanding of Crisis and Online Prosocial Lending Proceedings of the 2021 International Conference on Information Systems (ICIS 2021) Austin, TX, December 12-15.

Pick the Odd-Ones Out! Conferring Legitimacy of Initial Coin Offerings By Distinction Proceedings of the 2021 International Conference on Information Systems (ICIS 2021) Austin, TX, December 12-15.

IT-Enabled Collective Prosocial Lending in Crisis Response: A Natural Experiment Working Paper

DOI: SSRN

Predictive Analytics in Changing Environments: Trade-offs in Response to Changes in Data Patterns Working Paper

DOI: SSRN

How Rewarding are Your Rewards? A Value-based View of Crowdfunding Rewards and Crowdfunding Performance Entrepreneurship Theory and Practice 45(3), pp. 562-599.

Volitional Learning: Performance Feedback and the Pace of Experience Working Paper

How Much is This Cookie? BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Tradeoffs in Surveillance and Privacy Technologies PhD Dissertation School of Computing, National University of Singapore

Feature vs. Component Teams for New Software Development: The Mirroring Hypothesis Proceedings of the 2020 International Conference on Information Systems (ICIS 2020) Hyderabad, India (Virtual Conference), December 13-16.

Transfer Learning in Dynamic Data Environments: Trade-offs in Response to Changes Proceedings of the 2020 International Conference on Information Systems (ICIS 2020) Hyderabad, India (Virtual Conference), December 13-16.

Resource Modularization and Digitalization in a Hypercompetitive Landscape Proceedings of the 2020 International Conference on Information Systems (ICIS 2020) Hyderabad, India (Virtual Conference), December 13-16.

Impact of End-User Privacy Enhancing Technologies (PETs) on Firms’ Analytics Performance Proceedings of the 2020 International Conference on Information Systems (ICIS 2020) Hyderabad, India (Virtual Conference), December 13-16.

Scarcity Strategy in Crowdfunding: An Empirical Exploration of Reward Limits Information Systems Research 31(4), pp. 1107-1131.

Inter Firm Modularity and Digitalization in IT-Enabled Hypercompetitive Landscape BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Improving Advertiser Return in Real-time Bidding Digital Advertising: A Classification-based Approach Working Paper

Understanding Privacy-preserving Features in Digital Contact Tracing: An Extended Privacy Calculus Perspective Working Paper

A Cross-Disciplinary Review of Blockchain Research Trends and Methodologies: Topic Modeling Approach Proceedings of the 53rd Hawai'i International Conference on System Sciences (HICSS 2020) January 7, pp. 4053-4059

Data Analytics in Complex Data Environments: Methods Towards Missing Values and Dynamic Data Patterns PhD Dissertation School of Computing, National University of Singapore

The Impact of Blockbusters in Crowdfunding Academy of Management Best Paper Proceedings (AOM 2019) Boston, MA, August 9-13.

Crowdfunding Recommendation Network: Analysis of the Antecedents and Consequents of Peer Recommendations BSc.(Business Analytics) Dissertation School of Computing, National University of Singapore

Evaluating the Programming Expertise of Users on StackOverflow BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Popularity and Competition in a Digital Platform Ecosystem: A Network Perspective Proceedings of the 2018 International Conference on Information Systems (ICIS 2018) San Francisco, CA, December 13-16.

Understanding Online Innovation Community: An Investigation of Group Diversity in Open Collaboration PhD Dissertation School of Computing, National University of Singapore

Scarcity Strategy in Crowdfunding: An Empirical Exploration Proceedings of the 2017 International Conference on Information Systems (ICIS 2017) Seoul, South Korea, December 10-13.

The Effects of Programming Style on Open Source Collaboration Proceedings of the 2017 International Conference on Information Systems (ICIS 2017) Seoul, South Korea, December 10-13.

Time to Reconsider Time in the Digital Age Proceedings of the 2017 International Conference on Information Systems (ICIS 2017) Seoul, South Korea, December 10-13.

Learning Effects of Domain, Technology, and Customer Knowledge in Information Systems Development: An Empirical Study Information Systems Research 28(4), pp. 797-811.

The Role of Prior Experience in Entrepreneurial Learning Academy of Management Best Paper Proceedings (AOM 2017) Atlanta, GA, August 4-8.

Revenue Optimization in Real-Time Bidding Based Advertising for Mobile Devices PhD Dissertation School of Computing, National University of Singapore

Evaluating the Novelty of Crowdfunding Projects BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Roles of Text in Images in Crowdfunding Projects BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

The Dynamics of Crowdfunding: An Entrepreneurial Learning Perspective PhD Dissertation School of Computing, National University of Singapore

The Role of Online Peer-to-Peer Lending in Crisis Response: Evidence from Kiva Proceedings of the 2016 International Conference on Information Systems (ICIS 2016) Dublin, Ireland, December 11-14.

Tapping the Crowd for Feedback: The Dynamics of Strategic Behaviors in Crowdfunding Proceedings of the 2016 International Conference on Information Systems (ICIS 2016) Dublin, Ireland, December 11-14.

The Effects of Spatial and Temporal Dispersion on Virtual Teams’ Performance 24th European Conference on Information Systems (ECIS 2016) Istanbul, Turkey, June 12-15, Paper 160.

Leader Influence on Sustained Participation in Online Collaborative Work Communities: A Simulation-based Approach Information Systems Research 27(2), pp. 383-402.

Big Data and Analytics in Healthcare: Introduction to the Special Issue Information Systems Frontiers 18(2) Special Section on Big Data and Analytics in Healthcare, pp. 233-235.

Winner Takes All? The ‘Blockbuster Effect’ in Crowdfunding Platforms Proceedings of the 2015 International Conference on Information Systems (ICIS 2015) Fort Worth, TX, December 13-16.

Learning from Prior Experience: An Empirical Study of Serial Entrepreneurs in IT-enabled Crowdfunding Proceedings of the 2015 International Conference on Information Systems (ICIS 2015) Fort Worth, TX, December 13-16.

Crowd Experience and Performance: An Empirical Analysis of Crowdsourced New Product Development Proceedings of the 2015 International Conference on Information Systems (ICIS 2015) Fort Worth, TX, December 13-16.

Role of Spatial, Temporal Dispersions in Global Virtual Teams: A Simulation Approach BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Strategies for and Significance of Effective Reward Scheme Design on Crowdfunding Platforms BComp (Information Systems) Dissertation School of Computing, National University of Singapore

“Blockbuster Effects” in Crowdfunding Marketplace: An Empirical Analysis of Network Externality BComp (Information Systems) Dissertation School of Computing, National University of Singapore

The Impact of Technical vs. Leadership Competency of the ISD Project Manager: A NK Landscapes Fitness Modeling Approach BComp (Information Systems) Dissertation School of Computing, National University of Singapore

The Role of Project Modularity in Information Systems Development Proceedings of the 2014 International Conference on Information Systems (ICIS 2014) Auckland, New Zealand, December 14-17.

Looking Forward and Backward: The Significance of Cognitive Search in IS Development Process BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Suitability of Plan-Based vs. Agile Methodologies in ISD Projects: The Power of Modularity BComp(Electronic Commerce) Dissertation School of Computing, National University of Singapore

Continued Participation in Online Innovation Communities: Does Community Response Matter Equally for Everyone? Information Systems Research 24(4) pp. 1112-1130.

Impact of Social Features Implemented in Open Collaboration Platforms on Volunteer Self-Organization: Case Study of Open Source Software Development Proceedings of the 9th International Symposium on Open Collaboration (WikiSym 2013-Extended Abstracts) Hong Kong, China, August 5-7.

GitHub Developers Use Rockstars to Overcome Overflow of News Proceedings of the 2013 ACM Conference on Human Factors in Computing Systems (ACM CHI 2013–Extended Abstracts) Paris, France, April 27 - May 2.

Momentum and Organizational Risk Taking: Evidence from the National Football League Management Science 59(4), pp. 852-868.

Herding in Open Source Software Development: An Exploratory Study Proceedings of the 2013 ACM Conference on Computer-Supported Cooperative Work (ACM CSCW 2013–Companion) San Antonio, TX, February 23-27.

Leader Influence on Sustained Participation in Self-Organized Volunteer Communities: A Simulation-based Approach Proceedings of the 2012 International Conference on Information Systems (ICIS 2012) Orlando, FL, December 16-19.

The Dynamics of the Performance–Risk Relationship Within a Performance Period: The Moderating Role of Deadline Proximity Organization Science 22(6), pp. 1613-1630.PDF

Momentum and the Performance-Risk Relationship: Evidence from Professional Football Academy of Management Best Paper Proceedings (AOM2011) San Antonio, TX, August 12-16.

Information Technology Spillover and Productivity: The Role of Information Technology Intensity and Competition Journal of Management Information Systems 28(1), pp. 117-147.

Knowledge Overlap, Task Interdependence, and Trust in IS Development Proceedings of the 2010 International Conference on Information Systems (ICIS 2010) St. Louis, MO, December 12-15, Paper 199.

Developing and Validating a Methodology for Discount Usability Evaluation of Collaboration Technologies Theoretical Issues in Ergonomic Sciences 11(3), pp. 174-196.

The Role of Innovation in Value Creation after Spin-off in the USA International Journal of Business and Globalisation 5(1), pp. 63-79.

Learning and Forgetting Curves in Software Development: Does Type of Knowledge Matter? Proceedings of the 2009 International Conference on Information Systems (ICIS 2009) Phoenix, AZ, December 15-18, Paper 194.

Knowledge Management Systems and Organizational Knowledge Processing Challenges Decision Support Systems 47(4), pp. 332-342.

How Old Are You, Really?: Cognitive vs. Chronological Age in Technology Acceptance Decisions Proceedings of the Seventh Annual Workshop on HCI Research in MIS (AIS SIGHCI 2008) Paris, France, December 14, Paper 13.

Organizational Knowledge Sharing Culture and KMS Effectiveness Proceedings of the 2008 International Conference on Information Systems (ICIS 2008) Paris, France, December 14-17, paper 35.

Emergence of New Project Teams from Open Source Software Developer Networks: Impact of Prior Collaboration Ties Information Systems Research 19(3), pp. 369-391.

The Impact of Technology on the Quality of Information Proceedings of the 2007 International Conference on Electronic Commerce (ICEC 2007) Minneapolis, MN, August 19-22, pp. 205-214.

Impact of Social Ties on Open Source Project Team Formation Proceedings of the Second International Conference on Open Source Systems (OSS 2006) Como, Italy, June 8-10, 2006.

A Methodology for Business Value-Driven Website Evaluation: A Data Envelopment Analysis Approach Proceedings of the Third Annual Workshop on HCI Research in MIS (AIS SIGHCI 2004) Washington D.C., December 10-11, pp. 45-49.

Information Foraging in Internet-Based Selling: A Systems Design Value Assessment Framework In M. Shaw (Ed.), E-Business Management: Integration of Web Technologies with Business Models, New York, NY: Kluwer Academic Publishers, pp. 195-230.

Designing for ROI: Toward a Value-Driven Discipline for E-Commerce System Design Designing for ROI: Toward a Value-Driven Discipline for E-Commerce System Design” Proceedings of the 2002 Hawai'i International Conference on System Sciences (HICSS 2002)

The Dynamics of Mass Online Marketplaces: A Case Study on an Online Auction Proceedings of the CHI 2001 Conference on Human Factors in Computing Systems (ACM CHI 2001) Seattle, WA, March 31-April 5, pp. 317-324.

A Framework of Knowledge Management Systems: Issues and Challenges for Theory and Practice Proceedings of the Twenty-first International Conference on Information Systems (ICIS 2000) Brisbane, Australia, December 10-13, pp. 302-312, Paper 28.

How Do We Understand a System with (So) Many Diagrams: Cognitive Integration Processes in Diagrammatic Reasoning Information Systems Research 11(3), pp. 284-303.

Why are Some Representations (Sometimes) More Effective Proceedings of the Twentieth International Conference on Information Systems (ICIS 1999) Charlotte, NC, December 12-15, pp. 245-259, Paper 22.

Why are Some Diagrams Easier to Work With?: Effects of Diagrammatic Representation on the Cognitive Integration Process of Systems Analysis and Design ACM Transactions on Computer Human Interaction 6(3), pp. 181-213.

Reasoning with Multiple Diagrams: Focusing on the Cognitive Integration Process Proceedings of the 19th Annual Conference of the Cognitive Science Society (CogSci 1997) Stanford, CA, August 7-10, pp. 376-381.

How is the Designer Different from the User?: Focusing on a Software Development Methodology In S. Wiedenbeck and J. Scholtz (Eds.) Papers Presented at the Seventh Workshop on Empirical Studies of Programmers New York, NY: ACM Press, pp. 69-90.

A Cognitive Engineering Study on the Development of an Object-Oriented Process Modeling Formalism Proceedings of the 30th Annual Hawaii International Conference on System Sciences (HICSS 1997) Vol. 2, Maui, HI, January 8-10, pp. 199-209

Put Yourself in Somebody Else’s Shoes: Representation Changes in Primal-Dual Linear Programming Proceedings of the Asia Pacific Decision Science Institute (APDSI 1996) Vol. 1, Hong Kong, June 21-22, pp. 5-12.

Meta-Organizational Learning through Digital Consensus Proceedings of the 2023 International Conference on Information Systems (ICIS 2023) Hyderabad, India, December 10-13.

Dynamic Effects of Robotic Process Automation on Processes and Routines in Organisations BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Prioritisation of Functional Requirements and Non-functional Requirements in Agile Software Development BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Towards a Multi-Dimensional Perspective of Performance Feedback and Risk Taking Working Paper

DOI: SSRN

Understanding Decentralization in Proof-of-Stake Blockchains: An Agent-Based Simulation Approach European Journal of Information Systems

Making the Crowd Wiser: (Re)combination through Teaming in Crowdsourcing Working Paper

DOI: SSRN

The Complex Effects of Cross-Domain Knowledge on IS Development: A Simulation-Based Theory Development MIS Quarterly 45(5), pp. 2023-2054.

Making the Crowd Wiser: (Re)combination through Teaming in Crowdsourcing Proceedings of the 2021 International Conference on Information Systems (ICIS 2021) Austin, TX, December 12-15.

How Much is This Cookie? BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Feature vs. Component Teams for New Software Development: The Mirroring Hypothesis Proceedings of the 2020 International Conference on Information Systems (ICIS 2020) Hyderabad, India (Virtual Conference), December 13-16.

Resource Modularization and Digitalization in a Hypercompetitive Landscape Proceedings of the 2020 International Conference on Information Systems (ICIS 2020) Hyderabad, India (Virtual Conference), December 13-16.

Inter Firm Modularity and Digitalization in IT-Enabled Hypercompetitive Landscape BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Time to Reconsider Time in the Digital Age Proceedings of the 2017 International Conference on Information Systems (ICIS 2017) Seoul, South Korea, December 10-13.

The Effects of Spatial and Temporal Dispersion on Virtual Teams’ Performance 24th European Conference on Information Systems (ECIS 2016) Istanbul, Turkey, June 12-15, Paper 160.

Leader Influence on Sustained Participation in Online Collaborative Work Communities: A Simulation-based Approach Information Systems Research 27(2), pp. 383-402.

Role of Spatial, Temporal Dispersions in Global Virtual Teams: A Simulation Approach BComp (Information Systems) Dissertation School of Computing, National University of Singapore

The Impact of Technical vs. Leadership Competency of the ISD Project Manager: A NK Landscapes Fitness Modeling Approach BComp (Information Systems) Dissertation School of Computing, National University of Singapore

The Role of Project Modularity in Information Systems Development Proceedings of the 2014 International Conference on Information Systems (ICIS 2014) Auckland, New Zealand, December 14-17.

Looking Forward and Backward: The Significance of Cognitive Search in IS Development Process BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Suitability of Plan-Based vs. Agile Methodologies in ISD Projects: The Power of Modularity BComp(Electronic Commerce) Dissertation School of Computing, National University of Singapore

Leader Influence on Sustained Participation in Self-Organized Volunteer Communities: A Simulation-based Approach Proceedings of the 2012 International Conference on Information Systems (ICIS 2012) Orlando, FL, December 16-19.

Knowledge Overlap, Task Interdependence, and Trust in IS Development Proceedings of the 2010 International Conference on Information Systems (ICIS 2010) St. Louis, MO, December 12-15, Paper 199.

Organizational Knowledge Sharing Culture and KMS Effectiveness Proceedings of the 2008 International Conference on Information Systems (ICIS 2008) Paris, France, December 14-17, paper 35.

The Impact of Technology on the Quality of Information Proceedings of the 2007 International Conference on Electronic Commerce (ICEC 2007) Minneapolis, MN, August 19-22, pp. 205-214.

Dynamic Effects of Robotic Process Automation on Processes and Routines in Organisations BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Review of Research on Human Trust in Artificial Intelligence Proceedings of the 2022 International Conference on Information Systems (ICIS 2022) Copenhagen, Denmark, December 9-14.

Meta-Organizational Learning through Digital Consensus Proceedings of the 2023 International Conference on Information Systems (ICIS 2023) Hyderabad, India, December 10-13.

Pick the Odd-Ones Out! Conferring Legitimacy of Initial Coin Offerings By Distinction Proceedings of the 2021 International Conference on Information Systems (ICIS 2021) Austin, TX, December 12-15.

A Cross-Disciplinary Review of Blockchain Research Trends and Methodologies: Topic Modeling Approach Proceedings of the 53rd Hawai'i International Conference on System Sciences (HICSS 2020) January 7, pp. 4053-4059

Meta-Organizational Learning through Digital Consensus Proceedings of the 2023 International Conference on Information Systems (ICIS 2023) Hyderabad, India, December 10-13.

Understanding Decentralization in Proof-of-Stake Blockchains: An Agent-Based Simulation Approach European Journal of Information Systems

Making the Crowd Wiser: (Re)combination through Teaming in Crowdsourcing Working Paper

DOI: SSRN

The Complex Effects of Cross-Domain Knowledge on IS Development: A Simulation-Based Theory Development MIS Quarterly 45(5), pp. 2023-2054.

Feature vs. Component Teams for New Software Development: The Mirroring Hypothesis Proceedings of the 2020 International Conference on Information Systems (ICIS 2020) Hyderabad, India (Virtual Conference), December 13-16.

Inter Firm Modularity and Digitalization in IT-Enabled Hypercompetitive Landscape BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Popularity and Competition in a Digital Platform Ecosystem: A Network Perspective Proceedings of the 2018 International Conference on Information Systems (ICIS 2018) San Francisco, CA, December 13-16.

Time to Reconsider Time in the Digital Age Proceedings of the 2017 International Conference on Information Systems (ICIS 2017) Seoul, South Korea, December 10-13.

The Effects of Spatial and Temporal Dispersion on Virtual Teams’ Performance 24th European Conference on Information Systems (ECIS 2016) Istanbul, Turkey, June 12-15, Paper 160.

Leader Influence on Sustained Participation in Online Collaborative Work Communities: A Simulation-based Approach Information Systems Research 27(2), pp. 383-402.

Role of Spatial, Temporal Dispersions in Global Virtual Teams: A Simulation Approach BComp (Information Systems) Dissertation School of Computing, National University of Singapore

The Impact of Technical vs. Leadership Competency of the ISD Project Manager: A NK Landscapes Fitness Modeling Approach BComp (Information Systems) Dissertation School of Computing, National University of Singapore

The Role of Project Modularity in Information Systems Development Proceedings of the 2014 International Conference on Information Systems (ICIS 2014) Auckland, New Zealand, December 14-17.

Looking Forward and Backward: The Significance of Cognitive Search in IS Development Process BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Suitability of Plan-Based vs. Agile Methodologies in ISD Projects: The Power of Modularity BComp(Electronic Commerce) Dissertation School of Computing, National University of Singapore

Herding in Open Source Software Development: An Exploratory Study Proceedings of the 2013 ACM Conference on Computer-Supported Cooperative Work (ACM CSCW 2013–Companion) San Antonio, TX, February 23-27.

Leader Influence on Sustained Participation in Self-Organized Volunteer Communities: A Simulation-based Approach Proceedings of the 2012 International Conference on Information Systems (ICIS 2012) Orlando, FL, December 16-19.

Knowledge Overlap, Task Interdependence, and Trust in IS Development Proceedings of the 2010 International Conference on Information Systems (ICIS 2010) St. Louis, MO, December 12-15, Paper 199.

IT-Enabled Collective Prosocial Lending in Crisis Response: A Natural Experiment Production and Operations Management OnlineFirst

Crowdfunding Success Effects on Financing Outcomes for Startups: A Signaling Theory Perspective MIS Quarterly 47(3), 1271-1302

Winner Takes All? The ‘Blockbuster Effect’ in Crowdfunding Platforms Information Systems Research 34(3), 935-960

Crowdfunding Research in the Information Systems Discipline and Beyond: Development and Outlook Asia Pacific Journal of Information Systems 31(4), 448-454

Source, Outcome and Content of Experiences: A Multidimensional Perspective on IT-enabled Entrepreneurial Learning Working Paper

DOI: SSRN

Toward a Better Understanding of Crisis and Online Prosocial Lending Proceedings of the 2021 International Conference on Information Systems (ICIS 2021) Austin, TX, December 12-15.

Pick the Odd-Ones Out! Conferring Legitimacy of Initial Coin Offerings By Distinction Proceedings of the 2021 International Conference on Information Systems (ICIS 2021) Austin, TX, December 12-15.

IT-Enabled Collective Prosocial Lending in Crisis Response: A Natural Experiment Working Paper

DOI: SSRN

How Rewarding are Your Rewards? A Value-based View of Crowdfunding Rewards and Crowdfunding Performance Entrepreneurship Theory and Practice 45(3), pp. 562-599.

Volitional Learning: Performance Feedback and the Pace of Experience Working Paper

Scarcity Strategy in Crowdfunding: An Empirical Exploration of Reward Limits Information Systems Research 31(4), pp. 1107-1131.

The Impact of Blockbusters in Crowdfunding Academy of Management Best Paper Proceedings (AOM 2019) Boston, MA, August 9-13.

Crowdfunding Recommendation Network: Analysis of the Antecedents and Consequents of Peer Recommendations BSc.(Business Analytics) Dissertation School of Computing, National University of Singapore

Scarcity Strategy in Crowdfunding: An Empirical Exploration Proceedings of the 2017 International Conference on Information Systems (ICIS 2017) Seoul, South Korea, December 10-13.

The Role of Prior Experience in Entrepreneurial Learning Academy of Management Best Paper Proceedings (AOM 2017) Atlanta, GA, August 4-8.

Evaluating the Novelty of Crowdfunding Projects BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Roles of Text in Images in Crowdfunding Projects BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

The Dynamics of Crowdfunding: An Entrepreneurial Learning Perspective PhD Dissertation School of Computing, National University of Singapore

The Role of Online Peer-to-Peer Lending in Crisis Response: Evidence from Kiva Proceedings of the 2016 International Conference on Information Systems (ICIS 2016) Dublin, Ireland, December 11-14.

Tapping the Crowd for Feedback: The Dynamics of Strategic Behaviors in Crowdfunding Proceedings of the 2016 International Conference on Information Systems (ICIS 2016) Dublin, Ireland, December 11-14.

Winner Takes All? The ‘Blockbuster Effect’ in Crowdfunding Platforms Proceedings of the 2015 International Conference on Information Systems (ICIS 2015) Fort Worth, TX, December 13-16.

Learning from Prior Experience: An Empirical Study of Serial Entrepreneurs in IT-enabled Crowdfunding Proceedings of the 2015 International Conference on Information Systems (ICIS 2015) Fort Worth, TX, December 13-16.

Strategies for and Significance of Effective Reward Scheme Design on Crowdfunding Platforms BComp (Information Systems) Dissertation School of Computing, National University of Singapore

“Blockbuster Effects” in Crowdfunding Marketplace: An Empirical Analysis of Network Externality BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Making the Crowd Wiser: (Re)combination through Teaming in Crowdsourcing Working Paper

DOI: SSRN

Making the Crowd Wiser: (Re)combination through Teaming in Crowdsourcing Proceedings of the 2021 International Conference on Information Systems (ICIS 2021) Austin, TX, December 12-15.

Crowd Experience and Performance: An Empirical Analysis of Crowdsourced New Product Development Proceedings of the 2015 International Conference on Information Systems (ICIS 2015) Fort Worth, TX, December 13-16.

Handling Missing Values in Information Systems Research: A Review of Methods and Assumptions Information Systems Research 34(1), 5-26

Impact of End-user Privacy Enhancing Technologies on Firms’ Analytics Capabilities Working Paper

Predictive Analytics in Changing Environments: Trade-offs in Response to Changes in Data Patterns Working Paper

DOI: SSRN

How Much is This Cookie? BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Transfer Learning in Dynamic Data Environments: Trade-offs in Response to Changes Proceedings of the 2020 International Conference on Information Systems (ICIS 2020) Hyderabad, India (Virtual Conference), December 13-16.

Impact of End-User Privacy Enhancing Technologies (PETs) on Firms’ Analytics Performance Proceedings of the 2020 International Conference on Information Systems (ICIS 2020) Hyderabad, India (Virtual Conference), December 13-16.

Improving Advertiser Return in Real-time Bidding Digital Advertising: A Classification-based Approach Working Paper

Data Analytics in Complex Data Environments: Methods Towards Missing Values and Dynamic Data Patterns PhD Dissertation School of Computing, National University of Singapore

Evaluating the Programming Expertise of Users on StackOverflow BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Time to Reconsider Time in the Digital Age Proceedings of the 2017 International Conference on Information Systems (ICIS 2017) Seoul, South Korea, December 10-13.

Revenue Optimization in Real-Time Bidding Based Advertising for Mobile Devices PhD Dissertation School of Computing, National University of Singapore

Evaluating the Novelty of Crowdfunding Projects BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Roles of Text in Images in Crowdfunding Projects BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Big Data and Analytics in Healthcare: Introduction to the Special Issue Information Systems Frontiers 18(2) Special Section on Big Data and Analytics in Healthcare, pp. 233-235.

A Methodology for Business Value-Driven Website Evaluation: A Data Envelopment Analysis Approach Proceedings of the Third Annual Workshop on HCI Research in MIS (AIS SIGHCI 2004) Washington D.C., December 10-11, pp. 45-49.

Information Foraging in Internet-Based Selling: A Systems Design Value Assessment Framework In M. Shaw (Ed.), E-Business Management: Integration of Web Technologies with Business Models, New York, NY: Kluwer Academic Publishers, pp. 195-230.

Designing for ROI: Toward a Value-Driven Discipline for E-Commerce System Design Designing for ROI: Toward a Value-Driven Discipline for E-Commerce System Design” Proceedings of the 2002 Hawai'i International Conference on System Sciences (HICSS 2002)

Put Yourself in Somebody Else’s Shoes: Representation Changes in Primal-Dual Linear Programming Proceedings of the Asia Pacific Decision Science Institute (APDSI 1996) Vol. 1, Hong Kong, June 21-22, pp. 5-12.

Dynamic Effects of Robotic Process Automation on Processes and Routines in Organisations BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

A Game Theory Model of Product Sampling in New Product BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Prioritisation of Functional Requirements and Non-functional Requirements in Agile Software Development BComp (Information Systems) Dissertation School of Computing, National University of Singapore

How Much is This Cookie? BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Tradeoffs in Surveillance and Privacy Technologies PhD Dissertation School of Computing, National University of Singapore

Inter Firm Modularity and Digitalization in IT-Enabled Hypercompetitive Landscape BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Data Analytics in Complex Data Environments: Methods Towards Missing Values and Dynamic Data Patterns PhD Dissertation School of Computing, National University of Singapore

Crowdfunding Recommendation Network: Analysis of the Antecedents and Consequents of Peer Recommendations BSc.(Business Analytics) Dissertation School of Computing, National University of Singapore

Evaluating the Programming Expertise of Users on StackOverflow BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Understanding Online Innovation Community: An Investigation of Group Diversity in Open Collaboration PhD Dissertation School of Computing, National University of Singapore

Revenue Optimization in Real-Time Bidding Based Advertising for Mobile Devices PhD Dissertation School of Computing, National University of Singapore

Evaluating the Novelty of Crowdfunding Projects BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Roles of Text in Images in Crowdfunding Projects BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

The Dynamics of Crowdfunding: An Entrepreneurial Learning Perspective PhD Dissertation School of Computing, National University of Singapore

Role of Spatial, Temporal Dispersions in Global Virtual Teams: A Simulation Approach BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Strategies for and Significance of Effective Reward Scheme Design on Crowdfunding Platforms BComp (Information Systems) Dissertation School of Computing, National University of Singapore

“Blockbuster Effects” in Crowdfunding Marketplace: An Empirical Analysis of Network Externality BComp (Information Systems) Dissertation School of Computing, National University of Singapore

The Impact of Technical vs. Leadership Competency of the ISD Project Manager: A NK Landscapes Fitness Modeling Approach BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Looking Forward and Backward: The Significance of Cognitive Search in IS Development Process BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Suitability of Plan-Based vs. Agile Methodologies in ISD Projects: The Power of Modularity BComp(Electronic Commerce) Dissertation School of Computing, National University of Singapore

Prioritisation of Functional Requirements and Non-functional Requirements in Agile Software Development BComp (Information Systems) Dissertation School of Computing, National University of Singapore

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The Dynamics of Mass Online Marketplaces: A Case Study on an Online Auction Proceedings of the CHI 2001 Conference on Human Factors in Computing Systems (ACM CHI 2001) Seattle, WA, March 31-April 5, pp. 317-324.

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Organizational Knowledge Sharing Culture and KMS Effectiveness Proceedings of the 2008 International Conference on Information Systems (ICIS 2008) Paris, France, December 14-17, paper 35.

A Framework of Knowledge Management Systems: Issues and Challenges for Theory and Practice Proceedings of the Twenty-first International Conference on Information Systems (ICIS 2000) Brisbane, Australia, December 10-13, pp. 302-312, Paper 28.

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Crowdfunding Success Effects on Financing Outcomes for Startups: A Signaling Theory Perspective MIS Quarterly 47(3), 1271-1302

Winner Takes All? The ‘Blockbuster Effect’ in Crowdfunding Platforms Information Systems Research 34(3), 935-960

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DOI: SSRN

Source, Outcome and Content of Experiences: A Multidimensional Perspective on IT-enabled Entrepreneurial Learning Working Paper

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Scarcity Strategy in Crowdfunding: An Empirical Exploration of Reward Limits Information Systems Research 31(4), pp. 1107-1131.

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The Impact of Blockbusters in Crowdfunding Academy of Management Best Paper Proceedings (AOM 2019) Boston, MA, August 9-13.

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The Effects of Programming Style on Open Source Collaboration Proceedings of the 2017 International Conference on Information Systems (ICIS 2017) Seoul, South Korea, December 10-13.

The Role of Prior Experience in Entrepreneurial Learning Academy of Management Best Paper Proceedings (AOM 2017) Atlanta, GA, August 4-8.

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Learning from Prior Experience: An Empirical Study of Serial Entrepreneurs in IT-enabled Crowdfunding Proceedings of the 2015 International Conference on Information Systems (ICIS 2015) Fort Worth, TX, December 13-16.

Crowd Experience and Performance: An Empirical Analysis of Crowdsourced New Product Development Proceedings of the 2015 International Conference on Information Systems (ICIS 2015) Fort Worth, TX, December 13-16.

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Impact of Social Features Implemented in Open Collaboration Platforms on Volunteer Self-Organization: Case Study of Open Source Software Development Proceedings of the 9th International Symposium on Open Collaboration (WikiSym 2013-Extended Abstracts) Hong Kong, China, August 5-7.

GitHub Developers Use Rockstars to Overcome Overflow of News Proceedings of the 2013 ACM Conference on Human Factors in Computing Systems (ACM CHI 2013–Extended Abstracts) Paris, France, April 27 - May 2.

Herding in Open Source Software Development: An Exploratory Study Proceedings of the 2013 ACM Conference on Computer-Supported Cooperative Work (ACM CSCW 2013–Companion) San Antonio, TX, February 23-27.

The Role of Innovation in Value Creation after Spin-off in the USA International Journal of Business and Globalisation 5(1), pp. 63-79.

Emergence of New Project Teams from Open Source Software Developer Networks: Impact of Prior Collaboration Ties Information Systems Research 19(3), pp. 369-391.

Impact of Social Ties on Open Source Project Team Formation Proceedings of the Second International Conference on Open Source Systems (OSS 2006) Como, Italy, June 8-10, 2006.

Can I Touch Your Code? The Effects of Programming Style on Open Source Collaboration Working Paper

DOI: SSRN

Popularity and Competition in a Digital Platform Ecosystem: A Network Perspective Proceedings of the 2018 International Conference on Information Systems (ICIS 2018) San Francisco, CA, December 13-16.

Understanding Online Innovation Community: An Investigation of Group Diversity in Open Collaboration PhD Dissertation School of Computing, National University of Singapore

The Effects of Programming Style on Open Source Collaboration Proceedings of the 2017 International Conference on Information Systems (ICIS 2017) Seoul, South Korea, December 10-13.

Leader Influence on Sustained Participation in Online Collaborative Work Communities: A Simulation-based Approach Information Systems Research 27(2), pp. 383-402.

Continued Participation in Online Innovation Communities: Does Community Response Matter Equally for Everyone? Information Systems Research 24(4) pp. 1112-1130.

Impact of Social Features Implemented in Open Collaboration Platforms on Volunteer Self-Organization: Case Study of Open Source Software Development Proceedings of the 9th International Symposium on Open Collaboration (WikiSym 2013-Extended Abstracts) Hong Kong, China, August 5-7.

GitHub Developers Use Rockstars to Overcome Overflow of News Proceedings of the 2013 ACM Conference on Human Factors in Computing Systems (ACM CHI 2013–Extended Abstracts) Paris, France, April 27 - May 2.

Herding in Open Source Software Development: An Exploratory Study Proceedings of the 2013 ACM Conference on Computer-Supported Cooperative Work (ACM CSCW 2013–Companion) San Antonio, TX, February 23-27.

Leader Influence on Sustained Participation in Self-Organized Volunteer Communities: A Simulation-based Approach Proceedings of the 2012 International Conference on Information Systems (ICIS 2012) Orlando, FL, December 16-19.

Emergence of New Project Teams from Open Source Software Developer Networks: Impact of Prior Collaboration Ties Information Systems Research 19(3), pp. 369-391.

Impact of Social Ties on Open Source Project Team Formation Proceedings of the Second International Conference on Open Source Systems (OSS 2006) Como, Italy, June 8-10, 2006.

Meta-Organizational Learning through Digital Consensus Proceedings of the 2023 International Conference on Information Systems (ICIS 2023) Hyderabad, India, December 10-13.

Dynamic Effects of Robotic Process Automation on Processes and Routines in Organisations BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Towards a Multi-Dimensional Perspective of Performance Feedback and Risk Taking Working Paper

DOI: SSRN

Source, Outcome and Content of Experiences: A Multidimensional Perspective on IT-enabled Entrepreneurial Learning Working Paper

DOI: SSRN

Making the Crowd Wiser: (Re)combination through Teaming in Crowdsourcing Proceedings of the 2021 International Conference on Information Systems (ICIS 2021) Austin, TX, December 12-15.

Volitional Learning: Performance Feedback and the Pace of Experience Working Paper

Feature vs. Component Teams for New Software Development: The Mirroring Hypothesis Proceedings of the 2020 International Conference on Information Systems (ICIS 2020) Hyderabad, India (Virtual Conference), December 13-16.

Inter Firm Modularity and Digitalization in IT-Enabled Hypercompetitive Landscape BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Learning Effects of Domain, Technology, and Customer Knowledge in Information Systems Development: An Empirical Study Information Systems Research 28(4), pp. 797-811.

The Role of Prior Experience in Entrepreneurial Learning Academy of Management Best Paper Proceedings (AOM 2017) Atlanta, GA, August 4-8.

Tapping the Crowd for Feedback: The Dynamics of Strategic Behaviors in Crowdfunding Proceedings of the 2016 International Conference on Information Systems (ICIS 2016) Dublin, Ireland, December 11-14.

Learning from Prior Experience: An Empirical Study of Serial Entrepreneurs in IT-enabled Crowdfunding Proceedings of the 2015 International Conference on Information Systems (ICIS 2015) Fort Worth, TX, December 13-16.

Crowd Experience and Performance: An Empirical Analysis of Crowdsourced New Product Development Proceedings of the 2015 International Conference on Information Systems (ICIS 2015) Fort Worth, TX, December 13-16.

Role of Spatial, Temporal Dispersions in Global Virtual Teams: A Simulation Approach BComp (Information Systems) Dissertation School of Computing, National University of Singapore

The Impact of Technical vs. Leadership Competency of the ISD Project Manager: A NK Landscapes Fitness Modeling Approach BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Looking Forward and Backward: The Significance of Cognitive Search in IS Development Process BComp (Information Systems) Dissertation School of Computing, National University of Singapore

Suitability of Plan-Based vs. Agile Methodologies in ISD Projects: The Power of Modularity BComp(Electronic Commerce) Dissertation School of Computing, National University of Singapore

Momentum and Organizational Risk Taking: Evidence from the National Football League Management Science 59(4), pp. 852-868.

The Dynamics of the Performance–Risk Relationship Within a Performance Period: The Moderating Role of Deadline Proximity Organization Science 22(6), pp. 1613-1630.PDF

Momentum and the Performance-Risk Relationship: Evidence from Professional Football Academy of Management Best Paper Proceedings (AOM2011) San Antonio, TX, August 12-16.

Information Technology Spillover and Productivity: The Role of Information Technology Intensity and Competition Journal of Management Information Systems 28(1), pp. 117-147.

Learning and Forgetting Curves in Software Development: Does Type of Knowledge Matter? Proceedings of the 2009 International Conference on Information Systems (ICIS 2009) Phoenix, AZ, December 15-18, Paper 194.

Knowledge Management Systems and Organizational Knowledge Processing Challenges Decision Support Systems 47(4), pp. 332-342.

The Economic Implications of Privacy Dark Patterns Proceedings of the 2023 International Conference on Information Systems (ICIS 2023) Hyderabad, India, December 10-13.

Will They Still Pay? A Study of Consumer Behavior in an Unmanned Retail Environment Proceedings of the 2022 International Conference on Information Systems (ICIS 2022) Copenhagen, Denmark, December 9-14

Impact of End-user Privacy Enhancing Technologies on Firms’ Analytics Capabilities Working Paper

How Much is This Cookie? BSc. (Business Analytics) Dissertation School of Computing, National University of Singapore

Tradeoffs in Surveillance and Privacy Technologies PhD Dissertation School of Computing, National University of Singapore

Impact of End-User Privacy Enhancing Technologies (PETs) on Firms’ Analytics Performance Proceedings of the 2020 International Conference on Information Systems (ICIS 2020) Hyderabad, India (Virtual Conference), December 13-16.

Understanding Privacy-preserving Features in Digital Contact Tracing: An Extended Privacy Calculus Perspective Working Paper

Towards a Multi-Dimensional Perspective of Performance Feedback and Risk Taking Working Paper

DOI: SSRN

Momentum and Organizational Risk Taking: Evidence from the National Football League Management Science 59(4), pp. 852-868.

The Dynamics of the Performance–Risk Relationship Within a Performance Period: The Moderating Role of Deadline Proximity Organization Science 22(6), pp. 1613-1630.PDF

Momentum and the Performance-Risk Relationship: Evidence from Professional Football Academy of Management Best Paper Proceedings (AOM2011) San Antonio, TX, August 12-16.