Effects of AI teammates on learning behavior in Human-AI collaboration environments: a perspective on self-regulated learning.

Kathy Ning Shen

Fangcong Zhang Juanqiong Gou Kathy Ning Shen Luis M. Camarinha-Matos Zhe Wang Effects of AI teammates on learning behavior in Human-AI collaboration environments: a perspective on self-regulated learning. 2025 December 26801-26825 30 Educ. Inf. Technol. 18 https://doi.org/10.1007/s10639-025-13717-z db/journals/eait/eait30.html#ZhangGSCW25 streams/journals/eait

Chenwei Li Kathy Ning Shen Qianzhou Du Wondwesen Tafesse Digital Business & Consumer Insights on Emerging Social Media Platforms. 5 2025 17 Pac. Asia J. Assoc. Inf. Syst. 3 https://aisel.aisnet.org/pajais/vol17/iss3/5 db/journals/pajais/pajais17.html#LiSDT25 streams/journals/pajais

Mingqian Sun Kathy Ning Shen Chenwei Li Hongjie Yuan Effects of Sponsorship Disclosure Timing on Endorsement Effectiveness: The Moderating Role of Emotional Attachment. 7 2025 17 Pac. Asia J. Assoc. Inf. Syst. 3 https://aisel.aisnet.org/pajais/vol17/iss3/7 db/journals/pajais/pajais17.html#SunSLY25 streams/journals/pajais

Wondwesen Tafesse Kathy Ning Shen Driving user adoption of mobile apps through platform multihoming: The effects of multihoming delay and multihoming customization. 100263 2024 4 Int. J. Inf. Manag. Data Insights 2 https://doi.org/10.1016/j.jjimei.2024.100263 db/journals/ijinfomandi/ijinfomandi4.html#TafesseS24

Lijie Zang Mingqian Sun Chenwei Li Kathy Ning Shen Xiaobo Xu The Impact of "Spontaneous Water Army" on Movie Consumption through the Lens of Uses and Gratification Theory. 2024 PACIS https://aisel.aisnet.org/pacis2024/track19_userbeh/track19_userbeh/7 conf/pacis/2024 db/conf/pacis/pacis2024.html#ZangSLSX24 Huijing Guo Kathy Ning Shen Xiaofeng Ju Adherence to medication interventions: Following attending physicians or online support? 68 2023 PACIS https://aisel.aisnet.org/pacis2023/68 conf/pacis/2023 db/conf/pacis/pacis2023.html#GuoSJ23

Jiahong Xu Helen S. Du Kathy Ning Shen Depeng Zhang How gamification drives consumer citizenship behaviour: The role of perceived gamification affordances. 102477 2022 64 Int. J. Inf. Manag. https://doi.org/10.1016/j.ijinfomgt.2022.102477 db/journals/ijinfoman/ijinfoman64.html#XuDSZ22

Jinjin Song Yan Li 0148 Xitong Guo Kathy Ning Shen Xiaofeng Ju Making Mobile Health Information Advice Persuasive: An Elaboration Likelihood Model Perspective. 1-22 2022 34 J. Organ. End User Comput. 4 https://doi.org/10.4018/joeuc.287573 db/journals/joeuc/joeuc34.html#SongLGSJ22

Jae Kyu Lee James J. Jiang Patrick Y. K. Chau Brian Fitzgerald 0001 Atreyi Kankanhalli Matthew L. Nelson Wei (Wayne) Huang Kwok Kee Wei Choon-Ling Sia Doug Vogel Michael D. Myers Guy G. Gable Kathy Ning Shen Chih-Ping Wei Shin-Yuan Hung Keng Leng Siau David Liang Journey with Ting-Peng Liang in Pacific Asia Information Systems Field. 2 2022 14 Pac. Asia J. Assoc. Inf. Syst. 1 https://aisel.aisnet.org/pajais/vol14/iss1/2 db/journals/pajais/pajais14.html#LeeJCFKNHWSVMGS22

Shahriar Akter Grace McCarthy Shahriar Sajib Katina Michael Yogesh K. Dwivedi John D'Ambra Kathy Ning Shen Algorithmic bias in data-driven innovation in the age of AI. 102387 2021 60 Int. J. Inf. Manag. https://doi.org/10.1016/j.ijinfomgt.2021.102387 https://www.wikidata.org/entity/Q123348465 db/journals/ijinfoman/ijinfoman60.html#AkterMSMDDS21

Yixun Lin Helen S. Du Kathy Ning Shen What Climate-Orientation Fit Do to Passion for Learning, How Could Danmu Help? 183 2021 PACIS https://aisel.aisnet.org/pacis2021/183 conf/pacis/2021 db/conf/pacis/pacis2021.html#LinDS21 Jingyuan Su Kathy Ning Shen Xitong Guo Building an Empowerment Cycle for Value Co-creation in mHealth Services. 206 2021 PACIS https://aisel.aisnet.org/pacis2021/206 conf/pacis/2021 db/conf/pacis/pacis2021.html#SuSG21 Jae Kyu Lee Doug Vogel David Liang Chih-Ping Wei Shin-Yuan Hung Brian Fitzgerald 0001 Matthew L. Nelson Choon Ling Sia Kwok-Kee Wei Michael D. Myers Keng Leng Siau Kathy Ning Shen James J. Jiang Guy G. Gable PACIS TP Liang Tribute Session. 253 2021 PACIS https://aisel.aisnet.org/pacis2021/253 conf/pacis/2021 db/conf/pacis/pacis2021.html#LeeVLWH0NSWMSSJ21 Doug Vogel Kathy Ning Shen Pan Shan Ling M. N. Ravishankar 0001 Jacky Xi Zhang 25th Pacific Asia Conference on Information Systems, PACIS 2021, Virtual Event / Dubai, UAE, July 12-14, 2021 2021 PACIS 978-1-7336325-7-7 http://aisel.aisnet.org/pacis2021/ db/conf/pacis/pacis2021.html

Christina Ling-hsing Chang Kathy Ning Shen Sheng Wu Career Anchors of IT/IS Personnel: A Cross-Culture Research Based on the Guanxi Culture Theory. 160-190 2020 28 J. Glob. Inf. Manag. 4 https://doi.org/10.4018/JGIM.2020100109 db/journals/jgim/jgim28.html#ChangSW20

Jiahong Xu Helen S. Du Kathy Ning Shen From Players to Citizens: Gamification in the E-commerce Context. 233 2020 PACIS https://aisel.aisnet.org/pacis2020/233 conf/pacis/2020 db/conf/pacis/pacis2020.html#XuDS20 Doug Vogel Kathy Ning Shen Pan Shan Ling Carol Hsu 0001 James Y. L. Thong Marco De Marco Moez Limayem Sean Xin Xu 24th Pacific Asia Conference on Information Systems, PACIS 2020, Dubai, UAE, June 22-24, 2020 2020 PACIS http://aisel.aisnet.org/pacis2020/ db/conf/pacis/pacis2020.html

Jinfeng Yang Min Zhang 0059 Kathy Ning Shen Xiaofeng Ju Xitong Guo Structural correlation between communities and core-periphery structures in social networks: Evidence from Twitter data. 91-99 2018 111 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2017.12.042 db/journals/eswa/eswa111.html#YangZSJG18

Kathy Ning Shen Valerie Lindsay Yunjie (Calvin) Xu Digital entrepreneurship. 1125-1128 2018 28 Inf. Syst. J. 6 https://doi.org/10.1111/isj.12219 db/journals/isj/isj28.html#ShenLX18

Kathy Ning Shen Fang Zhao 0002 Mohamed Khalifa 0001 Dural identity process for virtual community participation and impact of gender composition. 182-198 2017 27 Internet Res. 2 https://doi.org/10.1108/IntR-06-2015-0166 db/journals/intr/intr27.html#ShenZK17

Kathy Ning Shen Prakash Vel Mohamed Khalifa 0001 Website design: place for luxury brands in cyberspace? 2016 35 Behav. Inf. Technol. 12 https://doi.org/10.1080/0144929X.2016.1188987 https://www.wikidata.org/entity/Q56903643 db/journals/behaviourIT/behaviourIT35.html#ShenVK16 1115-1129

Mohamed Alaskar Kathy Ning Shen Understanding Bring Your Own Device (BYOD) and Employee Information Security Behaviors from A Work-Life Domain Perspective. 2016 AMCIS http://aisel.aisnet.org/amcis2016/ISSec/Presentations/38 conf/amcis/2016 db/conf/amcis/amcis2016.html#AlaskarS16 Christina Ling-Hsing Chang Kathy Ning Shen Birdy Liu Do They Pursue the Same? A Cross-culture Research on Career Anchor of IT/IS Personnel. 2016 AMCIS http://aisel.aisnet.org/amcis2016/HumanCap/Presentations/3 conf/amcis/2016 db/conf/amcis/amcis2016.html#ChangSL16 Vahideh Baradaran Rafiee Kathy Ning Shen The Impact of Corporate response Strategies to Negative Online Word of Mouth on Complainers' Brand attitude. 292 2016 PACIS http://aisel.aisnet.org/pacis2016/292 conf/pacis/2016 db/conf/pacis/pacis2016.html#RafieeS16 Shahper Vodanovich David Sundaram Kathy Ning Shen Social Competence of Digital Natives: Impact of Social Networking Sites (SNS) Use. 2015 AMCIS http://aisel.aisnet.org/amcis2015/SocTech/GeneralPresentations/13 conf/amcis/2015 db/conf/amcis/amcis2015.html#VodanovichSS15 Mohamed Alaskar Shahper Vodanovich Kathy Ning Shen Evolvement of Information Security Research on Employees' Behavior: A Systematic Review and Future Direction. 4241-4250 2015 HICSS https://doi.org/10.1109/HICSS.2015.508 https://doi.ieeecomputersociety.org/10.1109/HICSS.2015.508 conf/hicss/2015 db/conf/hicss/hicss2015.html#AlaskarVS15

Fang Zhao 0002 Kathy Ning Shen Alan Collier Effects of national culture on e-government diffusion - A global study of 55 countries. 1005-1016 2014 51 Inf. Manag. 8 https://doi.org/10.1016/j.im.2014.06.004 db/journals/iam/iam51.html#ZhaoSC14

Kathy Ning Shen Mohamed Khalifa 0001 Identity-Based Determinants for Virtual Community Participation: Moderating Role of Gender Composition. 98 2014 PACIS http://aisel.aisnet.org/pacis2014/98 conf/pacis/2014 db/conf/pacis/pacis2014.html#ShenK14

Kathy Ning Shen Mohamed Khalifa 0001 Effects of technical and social design on virtual community identification: a comparison approach. 986-997 2013 32 Behav. Inf. Technol. 10 https://doi.org/10.1080/0144929X.2013.828776 https://www.wikidata.org/entity/Q56896935 db/journals/behaviourIT/behaviourIT32.html#ShenK13

Kathy Ning Shen Mohamed Khalifa 0001 When users are professionals: Effective User Participation for Information Systems Assimilation. 2013 ICIS http://aisel.aisnet.org/icis2013/proceedings/ProjectManagement/1 conf/icis/2013 db/conf/icis/icis2013.html#ShenK13

Kathy Ning Shen Mohamed Khalifa 0001 System Design Effects on Online Impulse Buying. 2012 22 Internet Res. 4 https://doi.org/10.1108/10662241211250962 db/journals/intr/intr22.html#ShenK12 396-425

Mohamed Khalifa 0001 Sammi K. N. Cheng Kathy Ning Shen Adoption of Mobile Commerce: A Confidence Model. 14-22 2012 53 J. Comput. Inf. Syst. 1 https://www.tandfonline.com/doi/abs/10.1080/08874417.2012.11645592 db/journals/jcis/jcis53.html#KhalifaCS12

Kathy Ning Shen Mohamed Khalifa 0001 CollectiveThought - Supporting Virtual Teams with Semantic Networks. 37-42 2011 ICE-B conf/icete/2011 db/conf/icete/ice-b2011.html#ShenK11

Kathy Ning Shen Angela Yan Yu Mohamed Khalifa 0001 Knowledge contribution in virtual communities: accounting for multiple dimensions of social presence through social identity. 337-348 2010 29 Behav. Inf. Technol. 4 https://doi.org/10.1080/01449290903156622 https://www.wikidata.org/entity/Q56899252 db/journals/behaviourIT/behaviourIT29.html#ShenYK10

Mohamed Khalifa 0001 Kathy Ning Shen Applying semantic networks to hypertext design: Effects on knowledge structure acquisition and problem solving. 1673-1685 2010 61 J. Assoc. Inf. Sci. Technol. 8 https://doi.org/10.1002/asi.21362 db/journals/jasis/jasis61.html#KhalifaS10

Kathy Ning Shen Mohamed Khalifa 0001 Explaining Virtual Community Participation: Accounting for the IT Artifacts through Identification and Identity Confirmation. 2010 ECIS http://aisel.aisnet.org/ecis2010/87 conf/ecis/2010 db/conf/ecis/ecis2010.html#ShenK10 87 Kathy Ning Shen Mohamed Khalifa 0001 A Research Framework on Social Networking Sites Usage: Critical Review and Theoretical Extension. 173-181 2010 I3E https://doi.org/10.1007/978-3-642-16283-1_21 conf/i3e/2010 db/conf/i3e/i3e2010.html#ShenK10 Mohamed Khalifa 0001 Kathy Ning Shen An Integrated Approach in Developing Knowledge Management Process Capabilities. 121-128 2010 KMIS conf/ic3k/2010kmis db/conf/ic3k/kmis2010.html#KhalifaS10

Mohamed Khalifa 0001 Kathy Ning Shen Modelling electronic customer relationship management success: functional and temporal considerations. 373-387 2009 28 Behav. Inf. Technol. 4 https://doi.org/10.1080/01449290802030373 https://www.wikidata.org/entity/Q56899759 db/journals/behaviourIT/behaviourIT28.html#KhalifaS09

Mohamed Khalifa 0001 Kathy Ning Shen Demographic changes in IS research productivity and impact. 89-94 2008 51 Commun. ACM 4 https://doi.org/10.1145/1330311.1330329 db/journals/cacm/cacm51.html#KhalifaS08

Kathy Ning Shen Mohamed Khalifa 0001 Exploring Multidimensional Conceptualization of Social Presence in the Context of Online Communities. 722-748 2008 24 Int. J. Hum. Comput. Interact. 7 https://doi.org/10.1080/10447310802335789 db/journals/ijhci/ijhci24.html#ShenK08

Mohamed Khalifa 0001 Kathy Ning Shen Drivers for Transactional B2C M-Commerce Adoption: Extended Theory of Planned Behavior. 111-117 2008 48 J. Comput. Inf. Syst. 3 https://www.tandfonline.com/doi/abs/10.1080/08874417.2008.11646027 db/journals/jcis/jcis48.html#KhalifaS08

Mohamed Khalifa 0001 Kathy Ning Shen Explaining the adoption of transactional B2C mobile commerce. 110-124 2008 21 J. Enterp. Inf. Manag. 2 https://doi.org/10.1108/17410390810851372 db/journals/jeim/jeim21.html#KhalifaS08

Mohamed Khalifa 0001 Angela Yan Yu Kathy Ning Shen Knowledge management systems success: a contingency perspective. 119-132 2008 12 J. Knowl. Manag. 1 https://doi.org/10.1108/13673270810852430 db/journals/jkm/jkm12.html#KhalifaYS08

Kathy Ning Shen Mohamed Khalifa 0001 Design for Social Presence in Online Communities: a Multi-Dimensional Approach. 45 2008 PACIS http://aisel.aisnet.org/pacis2008/45 conf/pacis/2008 db/conf/pacis/pacis2008.html#ShenK08 Kathy Ning Shen Mohamed Khalifa 0001 Exploring Multi-dimensional Conceptualization of Social Presence in the Context of Online Communities. 999-1008 2007 conf/hci/2007-4 HCI (4) https://doi.org/10.1007/978-3-540-73111-5_110 db/conf/hci/hci2007-4.html#ShenK07 Mohamed Khalifa 0001 Angela Yan Yu Kathy Ning Shen Build Up Organizational Innovativeness: An Integrated View. 185 2007 conf/hicss/2007 HICSS https://doi.org/10.1109/HICSS.2007.113 https://doi.ieeecomputersociety.org/10.1109/HICSS.2007.113 db/conf/hicss/hicss2007.html#KhalifaYS07 Mohamed Khalifa 0001 Kathy Ning Shen System Design Effects on Online Impulse-Buying. 110 2007 ICIS http://aisel.aisnet.org/icis2007/110 conf/icis/2007 db/conf/icis/icis2007.html#KhalifaS07 Kathy Ning Shen Angela Yan Yu Mohamed Khalifa 0001 Knowledge Contribution in Virtual Communities: Accounting for Multiple Dimensions of Social Presence through Social Identity. 98 2007 PACIS http://aisel.aisnet.org/pacis2007/98 conf/pacis/2007 db/conf/pacis/pacis2007.html#ShenYK07 Kathy Ning Shen Mohamed Khalifa 0001 Angela Yan Yu Supporting Social Interaction in Virtual Communities: Role of Social Presence. 527 2006 AMCIS http://aisel.aisnet.org/amcis2006/527 conf/amcis/2006 db/conf/amcis/amcis2006.html#ShenKY06 Mohamed Khalifa 0001 Kathy Ning Shen Effects of Electronic Customer Relationship Management on Customer Satisfaction: A Temporal Model. 2005 conf/hicss/2005 HICSS https://doi.org/10.1109/HICSS.2005.224 https://doi.ieeecomputersociety.org/10.1109/HICSS.2005.224 db/conf/hicss/hicss2005.html#KhalifaS05 Mohamed Khalifa 0001 Kathy Ning Shen System Design Effects on Social Presence and Telepresence in Virtual Communities. 547-558 2004 conf/icis/2004 ICIS db/conf/icis/icis2004.html#KhalifaS04 http://aisel.aisnet.org/icis2004/43 Shahriar Akter Mohamed Alaskar Luis M. Camarinha-Matos Christina Ling-Hsing ChangChristina Ling-hsing Chang Patrick Y. K. Chau Sammi K. N. Cheng Alan Collier John D'Ambra Helen S. Du Qianzhou Du Yogesh Kumar DwivediYogesh K. Dwivedi Brian Fitzgerald 0001 Guy G. Gable Juanqiong Gou Huijing Guo Xitong Guo Carol Hsu 0001 Wayne Huang 0001Wei (Wayne) Huang Shin-Yuan Hung James J. Jiang Xiaofeng Ju Atreyi Kankanhalli Mohamed Khalifa 0001 Jae Kyu Lee Chenwei Li Yan Li 0148 David Liang Moez Limayem Yixun Lin Valerie Lindsay Birdy Liu Marco de MarcoMarco De Marco Grace McCarthy Katina Michael Michael D. Myers Matthew L. Nelson Shan Ling PanPan Shan Ling Vahideh Baradaran Rafiee M. N. Ravishankar 0001 Shahriar Sajib Choon-Ling SiaChoon Ling Sia Keng SiauKeng Leng Siau Jinjin Song Jingyuan Su Mingqian Sun David Sundaram Wondwesen Tafesse James Y. L. Thong Prakash Vel Shahper Vodanovich Douglas R. VogelDoug Vogel Zhe Wang Chih-Ping Wei Kwok Kee WeiKwok-Kee Wei Sheng Wu Jiahong Xu Sean Xin Xu Xiaobo Xu Yunjie Calvin XuYunjie (Calvin) Xu Jinfeng Yang Angela Yan Yu Hongjie Yuan Lijie Zang Depeng Zhang Fangcong Zhang Min Zhang 0059 Xi Zhang 0009Jacky Xi Zhang Fang Zhao 0002