F.  Shadbad, Bahr, G., Luse, A., and Hammer, B., ?Best of Both Worlds: The Inclusion of Gamification in Virtual Lab Environments to Increase Educational Value?, in Proceedings of the 56th Hawaii International Conference on System Sciences, 2023.

A.  Luse and Shadbad, F., ?Hackalytics: Using Computer Hacking to Engage Students in  Analytics?, Journal of Information Systems Education, 2023.

R.  Reitsma, Hoglund, B., Achatz, N., and Marks, A., ?Interactive Network Visualization of Educational Standards, Learning Resources and Learning Progressions?, in Proceedings IV2023 - 27th International Conference on Information Visualisation, 2023.

B.  Marshall, Shadbad, F., Curry, M., and Biros, D., ?Do Measures of Security Compliance Intent Equal Non-Compliance Scenario Agreement??, in WISP2022: 2022 Workshop on Information Security and Privacy (WISP), Copenhagen, Denmark,  Dec. 2022, 2022.

B.  Marshall, Shadbad, F., Curry, M., and Biros, D., ?Do Measures of Security Compliance Intent Equal Non-Compliance Scenario Agreement??, in WISP2022: 2022 Workshop on Information Security and Privacy (WISP), Copenhagen, Denmark,  Dec. 2022, 2022.

N.  Roberts, Kim, I., Iyengar, K., and Gerow, J., ?Does Platform Control Matter? A Meta-Analysis?, Front Range Information Systems Research Seminar. 2022.

P.  Kalgotra, Baham, C., Shadbad, F., and Sharda, R., ?Generational Differences in Perceiving the Technology Interruptions: A qualitative Study?, European Journal of Information Systems, pp. 1-21, 2022.

G.  Shang, Ilk, N., and Fan, S., ?Need for Speed, but How Much Does It Cost? Unpacking the Fee-Speed Relationship in Cryptocurrency Transactions?, Journal of Operations Management, 2022.

R.  Reitsma, Hoglund, B., and Achatz, N., ?NGSS Explorer (Curriculum Network Visualization)?. 2022.

T.  Kaskela, Zhu, B., and Sayali, D., ?Pixel Importance: The Impact of Saturation and Brightness on the Spread of Information on Social Media?, in Springer Cham, 2022, no. 1, p. 105.

B.  Hammer and Shadbad, F., ?Psychological Contract Violations on Information Disclosure: A study of Interpersonal Arrangements and Trust Transference in Social Media Platforms?, Communications of the Association for Information Systems, 2022.

C. K.  Tyran, Raja, V. T., and Tyran, K. L., ?Supporting Student Collaboration for Online Learning: The Impact of Two Instructional Interventions?, in Association for Information Systems - Special Interest Group - Education (AIS - SIG - Ed) - 2021, 2022.

R.  Reitsma and Krueger, K., A Tale of Two Systems. A Review of the architecting and re-architecting of a long-lived website; (2nd edition). 2022.

M.  Curry, Marshall, B., Shadbad, F., and Hong, S., ?Will SOC Telemetry Data Improve Predictive Models of User Riskiness?  A Work in Progress?. Copenhagen, Denmark,  Dec. 2022, 2022.

R.  Reitsma, ?Breadcrumbs?, Nijmegen: , 2021.

J.  Chen, Shao, R., and Fan, S., ?Destabilization and Consolidation: Conceptualizing, Measuring, and Validating the Dual Characteristics of Technology?, Research Policy, vol. 50, no. 1, pp. 104-115, 2021.

D.  Pan, J. Zhao, L., Fan, S., and Zhang, Z., ?Dividend or No Dividend in Delegated Blockchain Governance: A Game Theoretic Analysis?, Journal of Systems Science and Systems Engineering, pp. 1-19, 2021.

F.  Shadbad and Biros, D., ?Does Technostress Triger Insider Threat? A conceptual Model and Mitigation Solutions?, 2021.

G.  Shankaranarayanan and Zhu, B., ?Enhancing decision-making with data quality metadata?, Journal of Systems and Information Technology, vol. 23, no. 2, 2021.

B.  Marshall, Curry, M., Correia, J., and Crossler, R. E., ?Machine Learning and Survey-based Predictors of InfoSec Non-Compliance?, ACM Transactions on Management Information Systems, 2021.

B.  Marshall, Curry, M., Correia, J., and Crossler, R. E., ?Machine Learning and Survey-based Predictors of InfoSec Non-Compliance?, ACM Transactions on Management Information Systems, vol. 13, no. 2, pp. 1-20, 2021.

N.  Ilk, Shang, G., Fan, S., and J. Zhao, L., ?Stability of Transaction Fees in Bitcoin: A Supply and Demand Perspective?, MIS Quarterly, vol. 45, no. 2, pp. 563-692, 2021.

F.  Shadbad and Biros, D., ?Understanding Employee Information Security Policy Compliance from Role Theory Perspective?, Journal of Computer Information Systems, 2021.

N.  Roberts, Qahri-Saremi, H., and Vijayasarathy, L., ?Understanding IT Value at the Managerial Level: Managerial Ambidexterity, Seizing Opportunities, and the Moderating Role of Information Systems Use?, 2021.

N.  Ilk and Fan, S., ?Combining Textual Cues with Social Clues: Utilizing Social Features to Improve Sentiment Analysis in Social Media?, Decision Sciences, 2020.

N.  Roberts and Gerow, J., ?Connecting the Role of the Information Technology Function to its Contribution to the Organization?, 2020.

V.  Arora and Semken, S., ?Connecting to Place - Virtually?. 2020.

J.  Chen, Shao, R., Fan, S., and Li, J., ?Impact of Team Size on Technological Contributions:  Unpacking Disruption and Development?, AOM Annual Meeting. Vancouver CA, 2020.

R.  Reitsma, Hoglund, B., Marks, A., Chaker, D., and Marks, A., ?K-12 Engineering and the Next Generation Science Standards (NGSS): A Network Visualization and Analysis?, in American Society for Engineering Education (ASEE), 2020.

C.  Butler, Roberts, N., and Vijayasarathy, L., ?Managing Software Development Projects for Success: Aligning Plan- and Agility-Based Approaches to Project Complexity and Project Dynamism?, 2020.

K.  Hoke, O?Connell, K., Semken, S., and Arora, V., ?Promoting a Sense of Place Virtually: A Review of the ESA Weekly Water Cooler Chat Focused on Virtual Sense of Place?, vol. 101, no. 4, 2020.

F.  Shadbad, Baham, C., and Biros, D., ?A Qualitative Approach to Understand Unintentional Information Security Misbehaviors?, in Americas Conference on Information Systems, 2020.

V. T.  Raja, Lewis, S., and Tolan, J., ?Teaching and maintaining campus community during a pandemic?, Higher Ed Community of Practice - Deloitte Faculty Panel. Portland (Zoom), 2020.

F.  Shadbad and Biros, D., ?Technostress and its Influence on Employee Information Security Policy Compliance?, Information Technology and People, 2020.

S.  Fan and Ilk, N., ?A text analytics framework for automated communication pattern analysis?, Information & Management, vol. 57, no. 4, 2020.

A.  Chen and Roberts, N., ?Connecting Personality Traits to Social Networking Site Addiction: The Mediating Role of Motives?, 2019.

F.  Shadbad and Biros, D., ?Developing an Unintentional Information Security Misbehavior Scale (UISMS)?, in Proceeding of Midwest Association for Information Systems, 2019.

N.  Roberts and Kim, I., ?Digital Platform Life Cycles in Nascent Markets?, Front Range Information Systems Research Seminar. 2019.

D.  Campbell and Roberts, N., ?Effective Use of Analytic DSS and Job Performance?, 2019.

F.  Shadbad, Biros, D., and Sharma, M., ?Examining Technostress on Employees  Security-related Behaviors?, INFORMS Annual Meeting. 2019.

R.  Reitsma and Marks, A., ?The Future of Data: Too Much Visualization — Too Little Understanding??, Dialectic, vol. 2, no. 2, 2019.

M.  Curry, Marshall, B., and Crossler, R. E., ?Identifying potentially risky insider on-compliance using machine learning to assess multiple protection motivation behaviors?, in WISP2021: 2021 Workshop on Information Security and Privacy (WISP), 2019.

D.  Pan, J. Zhao, L., and Fan, S., ?Impacts of Consensus Algorithms in Cryptocurrency: A Theoretical Analysis of PoW versus PoS in Ethereum?, no. 1. pp. 16-22, 2019.

M.  Curry, Marshall, B., Correia, J., and Crossler, R. E., ?InfoSec Process Action Model (IPAM): Targeting Insider's Weak Password Behavior?, Journal of Information Systems, vol. 33, no. 3, pp. 201-225, 2019.

J.  Chen, Shen, J., and Fan, S., ?Knowledge Networks, Collaboration Networks, and Innovation: A Replication and Extension?, Academy of Management Annual Meeting. Boston, 2019.

N.  Ilk and Fan, S., ?A Process Mining Framework for Communication Pattern Analysis in Online Contact Centers?, Winter Conference On Business Analytics. Salt lake city, 2019.

B.  Hammer, Zhang, T., Shadbad, F., and Agrawal, R., ?Psychological Contract Violation and Sharing Intention on Facebook?, in Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019.

N.  Ilk, Shang, G., and Fan, S., ?A Supply and Demand Model for Bitcoin?s Data Space Marketplace?, Workshop on Information Technologies and Systems. Munich, 2019.

L.  J. Zhao, Fan, S., and Zheng, E., ?Blockchain-Enabled Trust: The Case of Inter-Firm Dataflow?, Americas Conference on Information Systems (AMCIS). New Orleans, 2018.

J.  Wu, Fan, S., and J. Zhao, L., ?Community Engagement and Online Word of Mouth: An Empirical Investigation?, Information & Management, vol. 55, no. 2, pp. 258-270, 2018.

J.  Chen, Shao, R., and Fan, S., ?Development of Context-based Indices for Measuring Dynamic and Dualistic Nature of Innovation?, Academy of Management Annual Conference. Chicago, IL, 2018.

K.  Zhang, Fan, S., and Wang, H., ?An Efficient Recommender System Using Locality Sensitive Hashing?, Proceedings of the 51st Hawaii International Conference on System Sciences. Hawaii, 2018.

L.  Huangfu, Hayne, S., Ma, J., and Roberts, N., ?Exploratory Study for Readmission in Cancer Patients?, presented at the 2018, 2018.

M.  Curry, Marshall, B., Crossler, R., and Correia, J., ?Fear Appeals Versus Priming in Ransomware Training?, in Pre-ICIS Workshop on Information Security and Privacy (WISP 2018), 2018.

M.  Curry, Marshall, B., Crossler, R. E., and Correia, J., ?InfoSec Process Action Model (IPAM): Systematically Addressing Individual Security Behavior?, Data Base for Advances in Information Systems, vol. 49, no. SI, 2018.

N.  Ilk, Fan, S., and Shang, G., ?Investigating the Fee-Delay Relationship in Cryptocurrency Transactions: Evidence from the Bitcoin Network?, Workshop on Information Technologies and Systems. Santa Clara, 2018.

J.  Li, Wu, Z., Zhu, B., and Xu, K., ?Making Sense of Organization Dynamics Using Text Analysis.?, Expert Systems with Applications, 2018.

N.  Roberts and Kim, I., ?Organizational Identity and Digital Platform Evolution?, Front Range Information Systems Research Seminar. 2018.

L.  Huangfu, Hayne, S., Ma, J., and Roberts, N., ?Untitled?, 2018.

N.  Roberts and Dinger, M., ?Virtual Customer Environment Design and Organizational Innovation: An Exploration-Exploitation Perspective?, 2018.

J.  Wang, Yan, X., and Zhu, B., ?BEHAVIOR THEORY ENABLED GENDER CLASSIFICATION METHOD?, in the Fifteeth workshop on e-Business (WeB 2016) in Dublin, 2017.

S.  Fan, Li, X., and J. Zhao, L., ?Collaboration Process Pattern Approach to Improving Teamwork Performance: A Data Mining-Based Methodology?, INFORMS Journal on Computing, vol. 29, no. 3, pp. 438-456, 2017.

K.  Zun, Zhu, B., and Zuo, M., ?The Different Behaviors between Product Searchers and Website Searchers?, presented at the 2017, 2017.

Z.  Liu, Fan, S., Wang, H., and J. Zhao, L., ?Enabling effective workflow model reuse: A data-centric approach?, Decision Support Systems, vol. 93, pp. 11-25, 2017.

T.  Montgomery, ?Hospitality Industry Labor Shortage   A Mixed?Methods Investigation?, 2017.

S.  Fan, Xiao, J. I., Xie, K., and J. Zhao, L., ?Introduction to the special issue of ECR on E-business innovation with big data?, Electronic Commerce Research, 2017.

N.  Roberts, Gerow, J., Jeyaraj, A., and Roberts, S., ?A Meta-Analysis of Organizational Learning and IT Assimilation?, 2017.

M.  Curry, Marshall, B., and Kawalek, P., ?A Normative Model for Assessing SME IT Effectiveness?, Communications of the IIMA, vol. 15, no. 1, 2017.

B.  Marshall, Curry, M., Correia, J., and Crossler, R., ?Personal Motivation Measures for Personal IT Security Behavior?. 2017.

S.  Keen and Roberts, N., ?Preliminary Evidence for the Use and Efficacy of Mobile Health Applications in Managing Posttraumatic Stress Disorder Symptoms?, 2017.

R.  Wright, Roberts, N., and Wilson, D., ?The Role of Context in IT Assimilation: A Multi-Method Study of a SaaS Platform in the US Nonprofit Sector,?, 2017.

V.  Arora and Khazanchi, D., ?Sense of Virtual Place (SOVP): Conceptual Exploration and Initial Empirical  Validation?, in AMCIS2017 - Boston, MA, August 10-12, 2017, Boston, MA, 2017.

M.  Curry, Marshall, B., Raja, V. T., Reitsma, R., and Wydner, K., ?BA302: Microsoft Dynamics NAV ERP Exercise/Walkthrough?. p. 25, 2016.

C.  Wang, Zhu, B., and Zuo, M., ?Differences between Younger and Senior Information Providers in Senior Online Communities?, in the Fifteeth workshop on e-Business (WeB 2016) in Dublin, 2016.

N.  Roberts, Mellott, M., Dinger, M., and Campbell, D., ?Electronic Medical Record System Avoidance in a Turbulent Environment?, 2016.

D.  Khazanchi and Arora, V., ?Evaluating IT Integration Risk Prior to Mergers and Acquisitions?, ISACA Journal, vol. 1, 2016.

C.  Wang, Zhu, B., and Zuo, M., ?Helping Senior Participants Acquire the Right Type of Social Support in Online Communities?, in The 10th China Summer Workshop on Information Management (CSWIM 2016), 2016.

M.  Curry, Marshall, B., and Crossler, R., ?Hope for change in individual security behavior assessments?, in 2016 Pre-ICIS Workshop on Accounting Information Systems, 2016.

N.  Roberts and Dinger, M., ?The Impact of Virtual Customer Community Interactivity on Organizational Innovation: An Absorptive Capacity Perspective?, 2016.

R.  Reitsma, Hsieh, P. - H., Diekema, A., Robson, R., and Zarsky, M., ?Map? or List?based Recommender Agents? Does the Map Metaphor Fulfill its Promise??, Information Visualization, vol. 16, pp. 291-308, 2016.

L.  J. Zhao, Fan, S., and Yan, J., ?Overview of business innovations and research opportunities in blockchain and introduction to the special issue?, Financial Innovation, vol. 2, 2016.

S.  Fan, Hua, Z., Storey, V., and Zhao, J. L., ?A Process Ontology Based Approach to Easing Semantic Ambiguity in Business Process Modeling?, Data and Knowledge Engineering, vol. 102, 2016.

B.  Marshall, ?(See proceeding paper above) Hope for change in individual security behavior assessments?, 2016 Pre-ICIS Workshop on Accounting Information Systems. Dublin, Ireland, 2016.

B.  Marshall, Reitsma, R., and Samson, C., ?Unraveling K-12 Standard Alignment; Report on a New Attempt?, in Joint Conference on Digital Libraries, 2016.

N.  Roberts, Campbell, D., and Vijayasarathy, L., ?Using Information Systems to Sense Opportunities for Innovation: Integrating Post-Adoptive IS Use Behaviors with the Dynamic Managerial Capability Perspective?, 2016.

N.  Roberts, ?Absorptive Capacity, Organizational Antecedents, and Environmental Dynamism?, 2015.

M.  Curry and Marshall, B., ?Affordance Perception in Risk Adverse IT Adoption: An Agenda to Identify Drivers of Risk Consideration and Control Adoption in Individual Technology Choices?, in 2015 Pre-ICIS Workshop on Accounting Information Systems, 2015.

S.  Fan, Lau, R., and Zhao, J. L., ?Demystifying big data analytics through the lens of marketing mix?, Big Data Research, vol. 2, no. 1, pp. 28-32, 2015.

L.  Kang, Fan, S., and J. Zhao, L., ?The Design of IdeaWorks: Applying Social Learning Networks to Support Tertiary Education?, 2015 International Conference on HCI in Business. 2015.

R.  Reitsma, Hsieh, P. - H., and Robson, R., ?Estimation and Visualization of Digital Library Content Similarities?, in Intern. Conf. on Inf. Systems (ICIS) 2015, 2015.

Z.  Lin, Whinston, A. B., and Fan, S., ?Harnessing Internet finance with innovative cyber credit management?, Financial Innovation, vol. 1, no. 1, 2015.

M.  Curry, Marshall, B., and Kawalek, P., ?Improving IT Assessment with IT Artifact Affordance Perception Priming?, International Journal of Accounting Information Systems, vol. 19, pp. 17-28, 2015.

J.  Li, Wu, Z., and Zhu, B., ?Mining Hidden Organizational Structures from Meeting Records?, INFORMS 2015. Philadelphia, 2015.

W.  Chai, Zuo, M., Zhu, B., and Tian, X., ?PREDICTING HABITUAL CONTINUING SOCIAL NETWORKING SITES USE OF THE ELDERLY?, in Workshop on Doing IS Research in China, The 19th Pacific Asia Conference on Information Systems (PACIS 2015), Singapore, 2015.

R.  Reitsma, Samson, C., Soltys, M., and Sullivan, J., ?The Relevance of K-12 Engineering Curricula to NGSS: an Analysis of TeachEngineering-NGSS Alignments?, in ASEE 2015 Annual Conference, 2015.

S.  Fan, Ilk, N., and Zhang, K., ?Sentiment Analysis in Social Media Platforms: The Contribution of Social Relationships?, International Conference on Information Systems. Dallas, 2015.

N.  Roberts, Campbell, D., and Vijayasarathy, L., ?Using Information Systems to Sense Opportunities for Innovation: Integrating Post-Adoptive IS Use Behaviors with the Dynamic Managerial Capability Perspective?, Maastricht University. 2015.

J.  Feng, Yao, Z., Zhu, B., and Marshall, B., ?Weather Factors and Online Product/Service Reviews?, in 'Doing IS Research in China' Workshop of the Pacific Asia Conference on Information Systems (PACIS 2015), 2015.

S.  Fan, Kang, L., and Zhao, J. L., ?Workflow-Aware Attention Tracking to Enhance Collaboration Management?, Information Systems Frontiers, vol. 17, no. 6, pp. 1253?1264, 2015.

R.  Reitsma, Zarske, M., Yowell, J., and Samson, C., ?Workshop: TeachEngineering Digital Library: Hundreds of Free, Searchable, NGSS-aligned Hands-on Engineering Lessons for K-12?, ASEE Annual Conference 2015. Seattle, WA, 2015.

J. L.  Zhao, Fan, S., and Hu, D., ?Business Challenges and Research Directions of Management Analytics in the Big Data Era?, Journal of Management Analytics, vol. 1, no. 3, pp. 169-174, 2014.

J.  Li, Li, X., and Zhu, B., ?Collective opinion classification: A global consistency maximization approach?, The 24th Workshop on Information Technology and Systems (WITS). Aukland, New Zealand, 2014.

Y.  Bian, Fan, S., Ye, R. Liying, and J. Zhao, L., ?Credit Risk Assessment of POS-Loans in the Big Data Era?, Workshop on Internet and BigData Finance (WIBF). Hongkong, China, 2014.

G.  Shankar and Zhu, B., ?Ensuring Positive Impact of Data Quality Metadata: Implications for Decision Support?, in Twentieth Americas Conference on Information Systems (AMCIS' 2014), Savannah, 2014.

N.  Handly, Thompson, D. A., Li, J., Chuirazzi, D. M., and Venkat, A., ?Evaluation of a hospital admission prediction model adding coded chief complaint data using neural network methodology?, European Journal of Emergency Medicine, 2014.

C.  Duan, Grover, V., Roberts, N., and Balakrishnan, J., ?Firm Valuation Effects of the Decision to Adopt Relationally Governed Business Process Outsourcing Arrangements?, 2014.

J.  Wu, Fan, S., Wu, M., and J. Zhao, L., ?Formation and effect of Social Interactions in Online Brand Community: an Empirical Investigation.?, The Pacific Asia Conference on Information Systems (PACIS). Chengdu, China, 2014.

L.  Zai, Yan, X., and Zhu, B., ?The Hl-index: Improvement of H-index Based on Quality of Citing Papers?, Akadémiai Kiadó and Springer Science+Business Media, vol. 98, no. 2, pp. 1021-1031, 2014.

M.  Curry, Marshall, B., and Kawalek, P., ?IT Artifact Bias: How exogenous predilections influence organizational information system paradigms?, International Journal of Information Management, vol. 34, no. 4, pp. 427-436, 2014.

A.  G. Wang, Wang, H. Jiannan, Li, J., and Fan, W., ?Mining knowledge sharing processes in online discussion forums?, The 47th Hawaii International Conference on System Sciences (HICSS). Big Island, HI. U.S.A, 2014.

B.  Marshall, Curry, M., and Kawalek, P., ?The Moderating Power of IT Bias on User Acceptance of Technology?, in Sixth Annual Pre-ICIS Workshop on Accounting Information Systems, Auckland, 2014.

K.  Zhang, Ouksel, A. M., Fan, S., and Liu, H., ?Scalable Audience Targeted Models for Brand Advertising on Social Networks?, Proceedings of the 8th ACM Conference on Recommender systems. Foster City, CA, USA, 2014.

W.  Duan, Cao, Z., Wang, Y., Zhu, B., Zeng, D., Wang, F. - Y., Qiu, X., Song, H., and Wang, Y., ?An ACP Approach to Public Health Emergency Management: Using a Campus Outbreak of H1N1 Influenza as a Case Study?, IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems & Humans, vol. 43, no. 5, pp. 1028-1041, 2013.

C.  Wong, Versace, M., and Zhu, B., ?A cognitive-neural approach to explaining market oscillations in a fully recurrent adaptive agent population?, presented at the 2013, 2013.

B.  Zhu and Olson, M., ?Data/Knowledge Management for LIDAR Data Users/Researchers?, NSF I/UCRC Center for e-Design Strategic Planning Meeting. Oregon State University, 2013.

L.  Jiang, Yang, C. C., and Li, J., ?Discovering Consumer Health Expressions from Consumer-Contributed Content?, 2013 International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP 2013). Washington DC, USA, 2013.

M.  Mellott, Thatcher, J., and Roberts, N., ?Electronic Medical Record Compliance and Continuity in Delivery of Care: An Empirical Investigation in a Combat Environment?, 2013.

S.  Fan, Tong, Y., and J. Zhao, L., ?Ever-Changing Workarounds: A Model for Workaround Management Lifecycle in Healthcare Workflow?, 2013 SIGBPS Workshop on Business Processes and Service. Milan, Italy, 2013.

J.  Li, G. Wang, A., Wang, H. Jiannan, and Fan, W., ?Finding patterns for effective knowledge sharing in online communities?, The 23rd Workshop on Information Technology and Systems (WITS). Milan, Italy, 2013.

B.  Zhu, Yan, X., and Wang, J., ?Gender Classification for Product Reviewers in China: A Data-Driven Approach?. 2013.

D.  Hu, Li, J., Yang, X., and Yan, J., ?Identifying hidden community elites in online social networks?, China Summer Workshop on Information Management (CSWIM 2013). Tianjin, China, 2013.

B.  Zhu and Hoyle, C., ?Mapping User requirements to Design Alternatives: The Whole Nine yards?, NSF I/UCRC Center for e-Design Strategic Planning Meeting. Oregon State University, 2013.

N.  King and Raja, V. T., ?What Do They Know About Me In The Cloud? A Comparative Law Perspective On Protecting the Privacy and Security of Sensitive Consumer Data?, American Business Law Journal, vol. 50, no. 2, pp. 413-482, 2013.

N.  Roberts, Galluch, P., Dinger, M., and Grover, V., ?Absorptive Capacity and Information Systems Research: Review, Synthesis, and Directions for Future Research?, 2012.

R.  Reitsma, Van Patten, M., Baker, M., and Coogan, C., ?Business Process Management?, 2012 Portland CIO Forum. Portland, OR, 2012.

R.  Reitsma, Marshall, B., and Chart, T., ?Can Intermediary-based Science Standards Crosswalking Work? Some Evidence from Mining the Standard Alignment Tool (SAT)?, Journal of the Association for Information Science and Technology, vol. 63, pp. 1843-1858, 2012.

S.  Fan, Li, X., and J. Zhao, L., ?Collaboration Process Patterns and Efficiency of Issue Resolution in Software Development?, 2012 International Conference on Collaboration Technologies and Systems (CTS). Denver, CO, USA, 2012.

M.  Zhang, Yang, C. C., and Li, J., ?A Comparative Study of Smoking Cessation Intervention Programs on Social Media?, 2012 International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP12). College Park, MD, USA, 2012.

G.  Polites, Roberts, N., and Thatcher, J., ?Conceptualizing Models Using Multidimensional Constructs: A Review and Guidelines for their Use?, 2012.

M.  Mellott, Thatcher, J., and Roberts, N., ?Control Mechanisms and Electronic Medical Record Compliance in a Combat Environment: An Empirical Investigation?, presented at the 2012, 2012.

G.  Shankaranarayanan and Zhu, B., ?Data Quality Metadata and Decision Making?, in 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), Proceedings,, Grand Wailea, Maui, HI, USA, 2012, pp. 1434-1443.

K.  Xu, Guo, X., Li, J., Lau, R. Y. K., and Liao, S. Shaoyi, ?Discovering target groups in social networking sites: An effective method for maximizing joint influential power?, Electronic Commerce Research and Applications, vol. 11, no. 4, pp. 318-334, 2012.

M.  Curry and Marshall, B., ?Disentangling IT Artifact Bias?, 4th Annual Pre-ICIS Workshop on Accounting Information Systems. Orlando, Florida, 2012.

K.  Xu, Li, J., Liao, S., and Lau, R. Y. K., ?An effective method for discovering target groups on social networking sites?, 2011 International Conference on Information Systems (ICIS 2011). Shanghai, China, 2012.

M.  Mellott, Thatcher, J., Roberts, N., and Carter, M., ?An Examination of the Role of Military Medical Chief Information Officer?, 2012.

R.  Khare, An, Y., Li, J., Song, I. - Y., and Hu, X., ?Exploiting Semantic Structure for Mapping User-specified Form Terms to SNOMED CT Concepts?, 2012 ACM SIGHIT International Health Informatics Symposium (IHI 2012). Miami, FL, USA, 2012.

B.  Zhu and Chau, M., ?Finding People Who Forward Your Messages?, School of Mechanical, Industrial, & Manufacturing Engineering Seminar Series. Oregon State University, 2012.

B.  Zhu and Chau, M., ?Finding People Who Forward Your Messages?, 2012 Winter Conference on Business Intelligence. Snowbird, Utah, 2012.

B.  Zhu, ?Finding People Who Retweet?, 2012 INFORMS International Conference. Beijing, China, 2012.

S.  Fan, Zhao, J. L., Liu, M., and Dou, W., ?A Framework for the Transformation from Conceptual to Logical Workflow Models?, Decision Support Systems, vol. 55, no. 1, pp. 781-794, 2012.

K.  Xu, Li, J., and Song, Y., ?Identifying valuable customers on social network sites for profit maximization?, Expert Systems with Applications, vol. 39, no. 17, pp. 13009-13018, 2012.

N.  Roberts and Grover, V., ?Investigating Firm?s Customer Agility and Firm Performance: The Importance of Aligning Sense and Respond Capabilities?, 2012.

M.  Curry, ?IT Effectiveness Norms and Organizational Success: a Literature Review?, Doctoral Symposium. Manchester, UK, 2012.

B.  Zhu and Marshall, B., ?Is It You or the Message: Why Do People Pass Along Micro-Blogging Messages??, in The Eleventh Workshop on e-Business (WeB'12), Orlando, Florida, 2012.

N.  Roberts and Grover, V., ?Leveraging IT Infrastructure to Facilitate Competitive Activity via Customer Agility: An Empirical Investigation?, 2012.

R.  Wright, Campbell, D., Thatcher, J., and Roberts, N., ?Operationalizing Multidimensional Constructs in Structural Equation Modeling: Recommendations for IS Research?, 2012.

Y.  Wang, Zeng, D., and Zhu, B., ?Patterns of News Dissemination through Online News Network in China?, Information Systems Frontiers, vol. 16, no. 4, pp. 557-570, 2012.

N.  King and Raja, V. T., ?Protecting the Privacy and Security of Sensitive Customer Data in the Cloud?, Computer Law and Security Review, vol. 28, no. 3, pp. 308-319, 2012.

J.  Li, Guo, L., Handly, N., and Thompson, D. A., ?Semantic-enhanced models to support timely admission prediction at emergency departments?, Network Modeling Analysis in Health Informatics and Bioinformatics, vol. 1, no. 4, pp. 161-172, 2012.

A.  Washington, Roberts, N., and Thatcher, J., ?The Semantics of Social Media: The Spread of Occupy Protests?, presented at the 2012, 2012.

R.  Reitsma, Zarske, M., Sullivan, J., Klenk, P., Forbes, M., and Carlson, D., ?The TeachEngineering Digital Library:  Improving Access to the P-12 Engineering Conversation?, in Proceedings 2nd P-12 Engineering and Design Education Research Summit, 2012.

H. Jiannan Wang, Li, J., and Bai, X., ?Towards an Intelligent Approach to Extracting Data for Process Mining?, SIGBPS Workshop on Business Processes and Services (BPS'12). Orlando, FL, USA, 2012.

S.  Fan, Sia, C. - L., and J. Zhao, L., ?Towards Collaboration Virtualization Theory?, The Pacific Asia Conference on Information Systems (PACIS). Ho Chi Minh City, Vietnam, 2012.

R.  Reitsma and Diekema, A. R., ?Comparison of Human and Machine-based Educational Standard Assignment Networks?, International Journal on Digital Libraries, vol. 11, pp. 209-223, 2011.

Mellott, Roberts, N., and Thatcher, J., ?Control Mechanisms and Deployed Electronic Medical Record Policy Compliance: A Principal-Agent Perspective?, presented at the 2011, 2011.

J.  Li and G. Wang, A., ?Criminal identity resolution using social behavior and relationship attributes?, IEEE International Conference on Intelligence and Security Informatics (ISI 2011). Beijing, China, 2011.

N.  Handly, Li, J., Thompson, D. A., Venkat, A., and Chuirazzi, D. M., ?Derivation of hospital admission prediction models based on coded chief complaint, demographic, patient acuity and emergency department (ED) operational data available at ED triage?, 2011 Society for Academic Emergency Medicine (SAEM) Annual Meeting. Boston, MA, USA, 2011.

M.  Mellott, Thatcher, J., and Roberts, N., ?An Examination of the Deployed Inpatient Electronic Medical Record?, 2011.

J.  Li, Wang, A. Gang, and Chen, H., ?Identity matching using personal and social identity features?, Information Systems Frontiers, vol. 13, no. 1, pp. 101-113, 2011.

K.  Xu, Liao, S. S., and Li, J., ?Mining comparative opinions from customer reviews for competitive intelligence?, Decision Support Systems, vol. 50, no. 4, pp. 743-754, 2011.

B.  Marshall, Curry, M., and Reitsma, R., ?Organizational Information Technology Norms and IT Quality?, Communications of the IIMA, vol. 11, no. 4, 2011.

Y.  Wang, Zeng, D., and Zhu, B., ?Patterns of News Dissemination through Online News Network in China?, in Proceedings of the 21st Workshop on Information Technologies and Systems (WITS 2011), Shanghai, China, December 3rd, 2011, 2011.

J.  Thatcher, McKnight, H., Arsal, R., Baker, E., and Roberts, N., ?The Role of Trust in Post-Adoption IT Exploration: An Empirical Examination of Knowledge Management Systems?, 2011.

T.  Montgomery, ?Segmenting a Fragmented Market ? Challenges and How to Get It Right?, Pricing Trends Monthly Webinar Series. 2011.

K.  Xu, Li, J., and Liao, S. Shaoyi, ?Sentiment Community Detection in Social Networks?, 2011 iConference. Seattle, WA, USA, 2011.

B.  Marshall and Reitsma, R., ?World vs. Method: Educational Standard Formulation Impacts Document Retrieval?, in Proceedings of the Joint Conference on Digital Libraries (JCDL'11),Ottawa, Canada., 2011.

N.  Roberts, Thatcher, J., and Grover, V., ?Advancing Operations Management Theory Using Exploratory Structural Equation Modelling Techniques?, 2010.

R.  Reitsma, Klenk, P., Zarske, M., and Sullivan, J., ?Are French Fries and Grades Bad for You?  Conflicting Evidence on how K-12 Teachers Search in a K-12 Engineering Digital Library?, in Am. Soc. of Engr. Education (ASEE) Annual Conf. 2010, Louisville, KY, 2010.

R.  Reitsma, Marshall, B., and Zarske, M., ?Aspects of 'Relevance' in the Alignment of Curriculum with Educational Standards?, Information Processing & Management, vol. 46, no. 3, pp. 362-376, 2010.

G.  Bhatt, Emdad, A., Roberts, N., and Grover, V., ?Building and Leveraging Information in Dynamic Markets: The Role of IT Infrastructure Flexibility as Enabler of Organizational Responsiveness and Competitive Advantage?, 2010.

W.  Dou, Zhao, J. L., and Fan, S., ?A Collaborative Scheduling Approach for Service-Driven Scientific Workflow Execution?, Journal of Computer and System Sciences, vol. 76, no. 6, 2010.

J.  Gerow, Grover, V., Roberts, N., and Thatcher, J., ?The Diffusion of Second Generation Statistical Techniques in Information Systems Research from 1990-2008?, 2010.

E. V.  Poole, Li, J., and Park, J. - R., ?Discourse Analysis of the Question-Answering Service of the Internet Public Library?, Annual Conference of Association for Library and Information Science Education (ALISE 2010). Boston, MA, USA, 2010.

B.  Marshall, Curry, M., and Reitsma, R., ?Does Using CobiT Improve IT Solution Proposals??, in AAA Annual Meeting, IS Section, 2010.

R.  Reitsma and Diekema, A., ?Educational Standard Assignment; Some recent findings working with NSDL tools CAT & SAT?, in National Science Digital Library (NSDL) 2010 Annual Meeting, 2010.

B.  Zhu, Luo, X., Ma, J., and Chau, M., ?Finding Treasures in Your Trash,?, in Proceedings of Joint Conference of eServices and Business Intelligence, Chengdu, China, June 4th-6th, 2010, 2010.

B.  Zhu, Luo, X., Ma, J., and Chau, M., ?Finding Treasures in Your Trash?, Joint Conference of eServices and Business Intelligence. Chengdu, China, 2010.

X.  Li, Chen, H., Li, J., and Zhang, Z., ?Gene function prediction with gene interaction networks: a context graph kernel approach?, IEEE Transactions on Information Technology in Biomedicine, vol. 14, no. 1, pp. 119-128, 2010.

D.  Bajwa, Tyran, C., Raja, V. T., and Tyran, K., ?The Impact of Relational and Task-Oriented Leaders on Virtual Team Performance?, Group Decision and Negotiation (GDN) 2010 Conference. Delft, The Netherlands, 2010.

R.  Reitsma, Eom, M., and Hootman, J., ?IT curriculum and critical skills set for effective IT professionals: is there a gap??, 2010 Portland CIO Forum. Portland, OR, 2010.

B.  Marshall, Curry, M., and Reitsma, R., ?IT Governance Norms and IT Success?, in 2nd annual Pre?ICIS Workshop on Accounting Information Systems, December 2010, Saint Louis, MO, U.S.A., 2010.

N.  Roberts, Gerow, J., and Roberts, S., ?A Meta-Analytic Review and Extension of the Organizational IT Assimilation Literature?, presented at the 2010, 2010.

R.  Reitsma and Diekema, A., ?Network Visualization of Human and Machine-based Educational Standard Assignment?, in Information Visualization 2010 (IV-10), London, 2010.

J.  Li, Wang, H. Jianan, Zhang, Z., and J Zhao, L., ?A policy-based process mining framework: Mining business policy texts for discovering process models?, Information Systems and e-Business Management, vol. 8, pp. 169-188, 2010.

B.  Zhu and Chau, M., ?Understanding Awareness Diffusion at Twitter.com?, in Proceedings of the Sixteenth Americas Conference on Information Systems, Lima, Peru, August 12th-15th 2010, 2010.

B.  Zhu and Chau, M., ?Understanding Awareness Diffusion at Twitter.com?. Lima, Peru, 2010.

B.  Zhu and Watts, S., ?Visualization of network concepts: The impact of working memory capacity differences?, Decision Support Systems, vol. 21, no. 2, pp. 327-344, 2010.

B.  Marshall, Mortenson, K., Bourne, A., and Price, K., ?Visualizing Basic Accounting Flows: Does XBRL + Model + Animation = Understanding??, International Journal of Digital Accounting Research, vol. 10, pp. 27-54, 2010.

B.  Zhu, Watts, S., and Chen, H., ?Visualizing Social Network Concepts?, Decision Support Systems, vol. 49, no. 2, pp. 151-161, 2010.

R.  Reitsma, ?Web Services?, vol. 3, Hoboken, NJ: , 2010, pp. 578-592.

D. S.  Bajwa, Raja, V. T., Tyran, C. K., and Tyran, K., ?The adoption and use of technologies to support virtual teams?, Group Decision and Negotiation (GDN) 2009 Conference. Toronto, 2009.

T. H.  Park, Li, J., Zhao, H., and Chau, M., ?Analyzing Writing Styles of Bloggers with Different Opinions?, The 9th Workshop on Information Technology and Systems (WITS). Phoenix, AZ, USA, 2009.

J.  Qin, Zhu, B., Gaynor, M., and Bradner, S., ?Communication Clique Evolution Graph: A Tool to Monitor Conflicts in Virtual Teams?, 8th Workshop on e-Business. Phoenix, AZ, 2009.

B.  Zhu and Qin, J., ?Communication Clique Evolution Graph: A Tool to Monitor Conflicts in Virtual Teams?, in Proceedings of 8th Workshop on e-Business (WeB'09), Phoenix, AZ, USA., 2009.

N.  Roberts and Thatcher, J., ?Conceptualizing and Testing Formative Constructs: Tutorial and Annotated Example?, 2009.

B.  Marshall, Mortenson, K., Bourne, A., Price, K., and Marshall, A., ?Delivering Value Beyond Efficiency with Visualized XBRL?, in International Conference on Information Systems (ICIS 2009), Phoenix, AZ, 2009.

B.  Marshall, Reitsma, R., and Zarske, M., ?Dimensional Standard Alignment in K-12 Digital Libraries: Assessment of Self-found vs. Recommended Curriculum?, in Proceedings of the Joint Conference on Digital Libraries (JCDL'09), Austin, TX, 2009.

B.  Zhu, ?Expanding Research Using System Development as Methodology?, Artificial Intelligence Lab, MIS department. Tucson, AZ, 2009.

J.  Li, Guo, L., and Handly, N., ?Hospital admission prediction using pre-hospital variables?, IEEE International Conference on Bioinformatics and Biomedicine (IEEE-BIBM 2009). Washington DC, USA, 2009.

N.  Roberts and Klein, R., ?Increasing Process Improvement through Internet-based e-Business Innovations?, presented at the 2009, 2009.

B.  Zhu and Chen, H., ?Information Visualization for Decision Making?, 2009.

M.  Curry, ?Internet Marketing: How to Use SEO and Social Networking to Reach Clients?, Monthly IMC PDX Meeting. Portland, OR, 2009.

M.  Curry, ?Lightening In a Bottle: Aligning Technology with Natural Area Goals and Strategy.?, Natural Areas Association 2009 Conference. Vancouver, WA, 2009.

X.  Li, Chen, H., Zhang, Z., Li, J., and Nunamaker, J. F., ?Managing knowledge in light of its evolution process: An empirical study on citation network-based patent classification?, Journal of Management Information Systems, vol. 26, no. 1, pp. 129-153, 2009.

R.  Reitsma, ?Navigating the TeachEngineering Resource?, NSF TeachEngineering/GK-12 Workshop. Boulder, CO, 2009.

R.  Reitsma, ?Regionalization of Information Space  with  Capacity-constrained Voronoi Diagrams?, Colloquium Geographic Information Science (GIS). Zurich, CH, 2009.

C.  Zhang, Zeng, D., Li, J., Wang, F. - Y., and Zuo, W., ?Sentiment analysis of Chinese documents: From sentence to document level?, Journal of the Association for Information Science and Technology, vol. 60, no. 12, pp. 2474-2487, 2009.

R.  Reitsma and Marshall, B., ?TeachEngineering: K-12 Teacher Use Study?, Special Workshop on TeachEngineering/GK-12 Integration. Boulder, CO., 2009.

S.  Kaza, Xu, J., Marshall, B., and Chen, H., ?Topological Analysis of Criminal Activity Networks: Enhancing Transportation Security?, IEEE Transactions on Intelligent Transportation Systems, vol. 10, no. 1, pp. 83 - 91, 2009.

M.  Liu, Fan, S., Zhao, J. L., and Dou, W., ?Transformation Framework of Conceptual to Logical Business Process Models?, China Journal of Information Systems, vol. 3, no. 1, 2009.

B.  Zhu and Yang, C., ?Understanding How Product Information Traverses Across Online Communities?, Third China Workshop on Information Management 2009. Guangzhou, China, 2009.

B.  Zhu and Yang, C., ?Understanding How Product Information Traverses Across Online Communities?, in Proceedings of Third China Workshop on Information Management 2009, Guangzhou, China, 2009.

V. T.  Raja, ?Untitled?, Management Information Systems (MIS) Symposium. La Jolla, California, 2009.

C.  Tyran, Raja, V. T., and Tyran, K., ?Using Wikis to Support Virtual Teams in Education: The Effect of Instructor Leadership Style.?, Association of Information Systems - SIGED Conference. Phoenix, Arizona, 2009.

B.  Marshall, Mortenson, K., Bourne, A., Price, K., and Marshall, A., ?Visualizing basic accounting flows: does XBRL + model + animation = understanding??, in American Accounting Association 18th Annual Strategic and Emerging Technologies Research Workshop, New York, NY, 2009.

B.  Zhu, Shankaranarayanan, G., and Cai, Y., ?Visualizing Data Quality Metadata for Decision Support: A Prototype and Evaluation?, Fifteenth Americas Conference on Information Systems. San Francisco, CA, 2009.

G.  Shankaranarayanan and Zhu, B., ?Visualizing Data Quality Metadata for Decision Support: A Prototype and Evaluation?, in Proceedings of the Fifteenth Americas Conference on Information Systems, San Francisco, California, 2009.

J.  Zhang, Chen, C., and Li, J., ?Visualizing the Intellectual Structure with Paper-Reference Matrices?, IEEE Transactions on Visualization and Computer Graphics, vol. 15, no. 6, pp. 1153-1160, 2009.

J.  Zhang, Chen, C., and Li, J., ?Visualizing the intellectual structure with paper-reference matrices?, IEEE Information Visualization Conference (IEEE InfoVis 2009). Atlantic City, NJ, USA, 2009.

B.  Zhu and Chen, H., ?CommunicationGarden System: Visualizing a Computer Mediated Communication System to Facilitate Knowledge Management?, Decision Support Systems, vol. 45, no. 4, pp. 778-794, 2008.

S.  Fan and Wanchun, D., ?Complex Problem Solving based on Complex Problem Definition Model?, Application Research of Computers, vol. 25, no. 3, 2008.

D.  Wanchun, Chen, J., Fan, S., and Cheung, S. C., ?A context- and role-driven scientific workflow development pattern?, Concurrency and Computation: Practice and Experience, vol. 20, no. 15, pp. 1741-1757, 2008.

S.  Fan, Wanchun, D., and Xiping, L., ?Context-aware Resource Access Control in Scientific Workflows?, Computer Engineering and Design, vol. 29, no. 2, 2008.

G.  Shankaranarayanan, Zhu, B., and Cai, Y., ?Decision support with data quality metadata?, International Conference on Information Quality 2008. Boston, MA, 2008.

B.  Zhu and Gaynor, M., ?Monitoring Conflicts in Virtual Teams: A Social Network Approach?, Second China Summer Workshop on Information Management. Kunming, China, 2008.

B.  Zhu, Gaynor, M., and Bradner, S., ?Monitoring Team Conflicts through the Visualization of Social Networks?, 7th Workshop on e-Business. Paris, France, 2008.

J.  Li, Wang, G. Alan, and Chen, H., ?PRM-based identity matching using social context?, IEEE International Conference on Intelligence and Security Informatics (ISI 2008). Taipei, Taiwan, 2008.

J.  Li, Wang, H. Jiannan, Zhang, Z., and J Zhao, L., ?Process component identification from business policy documents?, China Summer Workshop on Information Management (CSWIM 2008). Yunnan, China, 2008.

J.  Li, Wang, H. Jiannan, Zhang, Z., and J Zhao, L., ?Relation-centric task identification for policy-based process mining?, International Conference on Information Systems (ICIS 2008). Paris, France, 2008.

J.  Li, MacDonald, C. M., and Zheng, R., ?Stylometric feature selection for assessing review helpfulness?, The 18th Workshop on Information Technology and Systems (WITS). Paris, France, 2008.

J.  Li, Xia, L., and Zhou, X., ?Theme creation for digital collections?, International Dublin Core and Metadata Applications (DC 2008). Berlin, Germany, 2008.

B.  Marshall, Chen, H., and Kaza, S., ?Using Importance Flooding to Identify Interesting Networks of Criminal Activity?, Journal of the Association for Information Science and Technology, vol. 59, no. 13, pp. 2099-2114, 2008.

D.  Wanchun, Chen, J., Liu, J., Cheung, S. C., Chen, G., and Fan, S., ?A Workflow Engine-Driven SOA-Based Cooperative Computing Paradigm in Grid Environments?, International Journal of High Performance Computing Applications, vol. 22, no. 3, 2008.

X.  Li, Chen, H., Zhang, Z., and Li, J., ?Auto patent classification using citation network information: An experimental study in nanotechnology?, ACM/IEEE Joint Conference on Digital Libraries (JCDL 2007). Vancouver, British Columbia, Canada, 2007.

J.  Xu, Wang, A. G., Li, J., and Chau, M., ?Complex problem solving: A case study on identity matching based on social contextual information?, Journal of the Association for Information Systems: Special Issue Enid Mumford's Contribution to Information Systems Theory and Theoretical Thinking, vol. 8, no. 10, p. Article 31, 2007.

X.  Liu, Wanchun, D., Chen, J., Fan, S., Cheung, S. C., and Cai, S., ?On Design, Verification, and Dynamic Modification of the Problem-Based Scientific Workflow Model?, Simulation Modeling Practice and Theory, vol. 15, no. 9, 2007.

R.  Klein and Roberts, N., ?Do As Others Do: Modeling IT Adoption Intentions through Institutional and Social Contagion Theories?, presented at the 2007, 2007.

M.  Curry, ?eConsulting to improve the client's bottom line.?, CONFAB: the Next Generation Consultant. Reno, NV, 2007.

G.  Sanjun, Wanchun, D., and Fan, S., ?A Fuzzy Directed Graph-based QoS Model for Service Composition?, Wuhan University Journal of Natural Sciences, vol. 12, no. 5, 2007.

X.  Li, Zhang, Z., Chen, H., and Li, J., ?Graph kernel-based learning for gene function prediction from gene interaction network?, IEEE International Conference on Bioinformatics and Biomedicine (IEEE-BIBM 2007). Fremont, CA, USA, 2007.

R.  Reitsma and Trubin, S., ?Information Space Partitioning Using Adaptive Voronoi Diagrams?, Information Visualization, vol. 6, pp. 123-138, 2007.

B.  Zhu, Shankaranarayanan, G., and Cai, Y., ?Integrating Data Quality Data into Decision-Making Process: an Information Visualization Approach?, HCI International 2007. Beijing, China, 2007.

Z.  Huang, Li, J., Su, H., Watts, G. S., and Chen, H., ?Large-scale regulatory network analysis from microarray data: Modified Bayesian network learning and association rule mining?, Decision Support Systems, vol. 43, pp. 1207-1225, 2007.

J.  Li, Wang, H. Jiannan, Zhang, Z., and J Zhao, L., ?Mining business policy texts for discovering process models: A framework and some initial results?, The 6th Workshop on e-Business (WeB 2007). Montreal, Quebec, Canada, 2007.

J.  Li, Su, H., Chen, H., and Futscher, B. W., ?Optimal search-based gene subset selection for gene array cancer classification?, IEEE Transactions on Information Technology in Biomedicine, vol. 11, no. 4, pp. 398-405, 2007.

R.  Reitsma, Cyr, M. N., and Diekema, A., ?Poster Session. Aligning Curriculum with Standards: TeachEngineering, SAT & CAT?, National Science Digital Library Annual Meeting. Washington, DC, 2007.

B.  Marshall, Reitsma, R., and Cyr, M. N., ?Semantics or Standards for Curriculum Search??, in Proceedings of the 7th ACM/IEEE Joint Conference on Digital Libraries, 181-182, New York, NY, 2007.

R.  Reitsma, Vanlue, W., and Lewis, P., ?TeachEngineering Poster Session?, OSU 2007 National Science Board Site Visit. 2007.

N.  Roberts, Thatcher, J., and Klein, R., ?Tying Context to Post-Adoption Behavior Within Information Technology: A Conceptual and Operational Definition of Mindfulness?, presented at the 2007, 2007.

K. D.  Quiñones, Su, H., Marshall, B., Eggers, S., and Chen, H., ?User-Centered Evaluation of Arizona BioPathway: An Information Extraction, Integration, and Visualization System?, IEEE Transactions on Information Technology in Biomedicine, vol. 11, no. 5, pp. 527-536, 2007.

N.  Roberts, Thatcher, J., and Klein, R., ?Using Information Technology Mindfully?, presented at the 2007, 2007.

R.  Reitsma, Trubin, S., and Mortensen, E., ?Weight-proportional Space Partitioning Using Adaptive Voronoi Diagrams?, Geoinformatica, vol. 11, no. 3, pp. 383-405, 2007.

B.  Marshall, Su, H., McDonald, D., Eggers, S., and Chen, H., ?Aggregating Automatically Extracted Regulatory Pathway Relations?, IEEE Transactions on Information Technology in Biomedicine, vol. 10, no. 1, pp. 100- 108, 2006.

E.  Coulter, Coakley, J., and Sessions, J., ?The Analytic Hierarchy Process: A Tutorial for Use in Prioritizing Forest Road Investments to Minimize Environmental Effects?, International Journal of Forest Engineering, vol. 17, no. 2, pp. 51-70, 2006.

J.  Li, Li, X., Su, H., and Chen, H., ?A Bayesian framework of integrating gene functional relations from heterogeneous data sources?, American Medical Informatics Association (AMIA) Spring Congress. Phoenix, AZ, USA, 2006.

R.  Zheng, Li, J., Chen, H., Huang, Z., and Qin, Y., ?A framework of authorship identification for online messages: Writing style features and classification techniques?, Journal of the Association for Information Science and Technology, vol. 57, no. 3, pp. 378-393, 2006.

J.  Li, Li, X., Su, H., Chen, H., and Galbraith, D. W., ?A framework of integrating gene functional relations from heterogeneous data sources: An experiment on Arabidopsis thaliana?, Bioinformatics, vol. 22, no. 16, pp. 2037-2043, 2006.

J.  Li, Zheng, R., and Chen, H., ?From fingerprint to writeprint?, Communications of the ACM, vol. 49, no. 4, pp. 76-82, 2006.

J.  Li and Wang, G. Alan, ?Identity matching based on probabilistic relational models?, Americas Conference on Information Systems (AMCIS?06). Acapulco, Mexico, 2006.

R.  Klein and Roberts, N., ?Institutional Influences on Adoption Intention within the Healthcare Industry?, presented at the 2006, 2006.

B.  Zhu, ?Management Information Systems Research is USA?, Chengdu University of Information Technology. Chengdu, China, 2006.

B.  Marshall, Chen, H., and Madhusudan, T., ?Matching Knowledge Elements in Concept Maps Using a Similarity Flooding Algorithm?, Decision Support Systems, vol. 42, no. 3, pp. 1290-1306, 2006.

N.  Roberts, Thatcher, J., and Klein, R., ?Mindfulness in the Domain of Information Systems?, presented at the 2006, 2006.

B.  Marshall, Chen, H., Shen, R., and Fox, E. A., ?Moving Digital Libraries into the Student Learning Space: the GetSmart Experience?, Journal on Educational Resources in Computing, vol. 6, no. 1, 2006.

J.  Li, Su, H., Chen, H., and Futscher, B. W., ?Optimal search-based gene subset selection for microarray cancer classification?, American Medical Informatics Association (AMIA) Spring Congress. Phoenix, AZ, USA, 2006.

R.  Reitsma, Sullivan, J., and Cyr, M. N., ?TeachEngineering Poster Session?, National Science Digital Library Annual Meeting. Washington, DC, 2006.

B.  Marshall and Chen, H., ?Using Importance Flooding to Identify Interesting Networks of Criminal Activity?, in Proceedings of the IEEE International Conference on Intelligence and Security Informatics (ISI-2006), IEEE, San Diego, CA, 2006.

B.  Zhu and Chen, H., ?Information Visualization?, Annual Review of Information Science and Technology, vol. 39, 2005.

B.  Marshall, Su, H., McDonald, D., and Chen, H., ?Linking Ontological Resources Using Aggregatable Substance Identifiers to Organize Extracted Relations?, in Proceedings of the Pacific Symposium on Biocomputing, Jan 4-8, 2005, Big Island, Hawaii, 2005.

T. - H.  Ong, Chen, H., Sung, W. K., and Zhu, B., ?NewsMap: A Knowledge Map for Online News?, Decision Support Systems, vol. 39, no. 4, pp. 583-597, 2005.

J.  Li, Su, H., and Chen, H., ?Optimal search based gene selection for cancer prognosis?, Americas Conference on Information Systems (AMCIS?05). Omaha, NE, 2005.

R.  Reitsma, Sullivan, J., and Cyr, M. N., ?Poster Session. Just a cute kid with a great imagination??, National Science Digital Library Annual Meeting. Denver, CO, 2005.

B.  Zhu, ?Research in Management Information Systems?. Nanchang, Jiangxi, P.R. China, 2005.

B.  Zhu and Chen, H., ?Using 3D Interfaces to Facilitate the Spatial Knowledge Retrieval: A Geo-referenced Knowledge Repository System?, Decision Support Systems, vol. 40, no. 2, pp. 167-182, 2005.

B.  Marshall, Quiñones, K., Su, H., Eggers, S., and Chen, H., ?Visualizing Aggregated Biological Pathway Relations?, in Proceedings of the 2005 Joint ACM/IEEE Conference on Digital Libraries (JCDL 2005), June 7-11, 2005 , Denver, CO, 2005.

T.  Madhusudan, J. Zhao, L., and Marshall, B., ?A Case-based Reasoning Framework for Workflow Model Management?, Data and Knowledge Engineering, vol. 50, no. 1, pp. 87-115, 2004.

B.  Marshall, McDonald, D., Chen, H., and Chung, W., ?EBizPort:  Collecting and Analyzing Business Intelligence Information?, Journal of the Association for Information Science and Technology, vol. 55, no. 1, pp. 873-891, 2004.

B.  Marshall and Madhusudan, T., ?Element Matching in Concept Maps?, in Proceedings of the 2004 Joint ACM/IEEE Conference on Digital Libraries (JCDL 2004), June 7-11, 2004 , Tucson, AZ, 2004.

D.  McDonald, Chen, H., Su, H., and Marshall, B., ?Extracting Gene Pathway Relations Using a Hybrid Grammar:  The Arizona Relation Parser?, Bioinformatics, vol. 20, no. 18, pp. 3370-8, 2004.

R.  Reitsma, Thabane, L., and MacLeod, J., ?Spatialization of Web Sites Using a Weighted Frequency Model of Navigation Data?, Journal of the Association for Information Science and Technology, vol. 55, no. 1, pp. 13-22, 2004.

R.  Reitsma, Cyr, M., Mooney, M., Sullivan, J., and Ybarra, G., ?Teachengineering Resources for K-12?, 4th Annual NSF-NSDL meeting. 2004.

B.  Zhu and Iyer, B., ?The Design for an Effective Knowledge Repository System?, Minnesota Symposium on Knowledge Management. Minneapolis, MN, 2003.

V. T.  Raja and Han, B. T., ?An Efficient Heuristic for Solving an Extended Capacitated Concentrator Location Problem?, Telecommunication Systems, vol. 23, no. 1-2, pp. 171-199, 2003.

L.  Carlson, Reitsma, R., Brandemuehl, M., Hertzberg, J., Sullivan, J., and Gabbard, S., ?Exploiting Engineering as a Unique Distance Learning Tool  19, 379-388?, International Journal of Engineering Education, vol. 19, pp. 379-388, 2003.

C.  Brown and Coakley, J., ?Financial neural network applications: 2000 - 2002 update?, Twelfth Annual Research Workshop on: Artificial Intelligence and Emerging Technologies in Accounting, Auditing and Tax. Honolulu, Hawaii, USA, 2003.

G.  Leroy, Chen, H., Martinez, J., Eggers, S., Falsey, R., Kislin, K., Huang, Z., Li, J., Xu, J., McDonald, D., and Ng, G., ?Genescene: Biomedical text and data mining?, ACM/IEEE Joint Conference on Digital Libraries (JCDL 2003). Houston, TX, USA, 2003.

B. T.  Han and Raja, V. T., ?A GRASP Heuristic for Solving an Extended Capacitated Concentrator Location Problem?, International Journal of Information Technology and Decision Making, vol. 2, no. 4, pp. 597-618, 2003.

H.  Chen, Lally, A. M., Zhu, B., and Chau, M., ?HelpfulMed: Intelligent Searching for Medical Information over the Internet?, Journal of the Association for Information Science and Technology, vol. 54, no. 7, pp. 683-694, 2003.

B.  Marshall, Zhang, Y., Chen, H., Lally, A., Shen, R., Fox, E., and Cassel, L., ?Knowledge Management and E-Learning: the GetSmart Experience?, in Proceedings of the 2003 Joint ACM/IEEE Conference on Digital Libraries (JCDL 2003), May 2003, Houston, Texas, 2003.

V. T.  Raja, ?An AI-based Heuristic for solving an Extended Concentrator Location Problem?, College of Business Research Seminar Series. Corvallis, OR, 2002.

G.  Chen, Li, J., Yan, P., and Kerre, E. E., ?Discovering association rules with degrees of support and implication (ARsi)?, Computational Intelligent Systems for Applied Research: Proceedings of the 5th International Flins Conference. Gent, Belgium, 2002.

D.  Liu, Chen, G., and Li, J., ?Influence and conditional influence -- New interestingness measures in association rule mining?, IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2001). Melbourne, Australia, 2002.

B.  Buttenfield and Reitsma, R., ?Loglinear and Multidimensional Scaling Models of Digital Library Navigation?, International Journal of Human-Computer Studies, vol. 57, pp. 101-119, 2002.

M. K.  Fiegener and Coakley, J., ?Making Sense of Strategic Alignment:  An Interpretive View of Alignment Problems and Practices?, Journal of Information Technology Management, vol. XIII, no. 3-4, pp. 15-32, 2002.

B.  Zhu, Leory, G., Chen, H., and Chen, Y., ?MedTextus: an intelligent web-based medical meta-search system?, 2nd ACM/IEEE-CS Joint Conference on Digital libraries. Portland, OR, 2002.

J.  Li and Chen, G., ?A SAR-based interesting rule mining algorithm?, Joint Conference of the North American Fuzzy Information Processing Society and the Special Interest Group on Fuzzy Logic and the Internet (NAFIPS-FLINT 2002). New Orleans, LA, USA, 2002.

B.  Zhu and Chen, H., ?Visualizing a computer mediated communication (CMC) process to facilitate knowledge management?, Conference on Human Factors in Computing Systems. Minneapolis, MN, 2002.

B.  Zhu, ?Visualizing Computer-Mediated Communication Process?. 2002.

B.  Zhu, ?Visualizing Computer-Mediated Communication Process?. 2002.

J.  Coakley and Tyran, C. K., ?Can E-Cheating be Prevented?:  An Approach to Detect Plagiarism in Computer Skills Courses?, Proceedings of Seventh Americas Conference on Information System. 2001.

C.  Brown and Coakley, J., ?Financial neural Network applications: 1998-1999 update?, New Review of Applied Expert Systems and Emerging Technologies, vol. 7, pp. 167-182, 2001.

J.  Coakley and Tyran, C. K., ?A Framework for Controlling Cheating in IS Education?, Proceedings of International Conference on Informatics Education & Research. New Orleans, Louisiana, 2001.

J.  Li, Chen, G., and Liu, D., ?Influence and conditional influence -- New interestingness measures in association rule mining?, IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2001). Melbourne, Australia, 2001.

V. T.  Raja, ?A Lagrangian Heuristic for Network Design?, College of Business Research Seminar Series. Corvallis, OR, 2001.

B.  Zhu and Chen, H., ?Social Visualization for Computer-Mediated Communication: A Knowledge Management Perspective?, Eleventh Workshop on Information Technologies and Systems. 2001.

J.  Coakley and Gobeli, D., ?Using IT to add value: Innovation versus Efficiency?, Portland Chapter of the Society for Information Management. Portland, OR, 2001.

B.  Zhu, ?Visualizing Computer-Mediated Communication Process?. Bloomington, IN, 2001.

B.  Zhu, ?Visualizing Computer-Mediated Communication Process?. Rochester, NY, 2001.

B.  Zhu, ?Visualizing Computer-Mediated Communication Process?. Colorado Springs, CO, 2001.

J.  Coakley and Brown, C., ?Artificial Neural Networks in Accounting and Finance: Modeling Issues?, International Journal of Intelligent Systems in Accounting Finance and Management, vol. 9, no. 2, pp. 119-144, 2000.

P.  Swanson, ?Business Application Development?, Linn-Benton Community College (LBCC). Albany, OR, 2000.

B.  Zhu, Ramsey, M., and Chen, H., ?Creating a Large-Scale Content-Based Air Photo Image Digital Library?, IEEE Transactions on Image Processing, vol. 9, no. 1, pp. 163-167, 2000.

C. K.  Tyran and Coakley, J., ?The E-Commerce Course Project: Creating Educational Linkages with the Value Chain?, Journal of Informatics Education and Research, vol. 2, no. 2, pp. 59-70, 2000.

C.  Brown and Coakley, J., ?Financial Neural Network Applications: 1998-1999?, Ninth Annual Research Workshop on: Artificial Intelligence and Emerging Technologies in Accounting, Auditing and Tax. Philadelphia, PA, USA, 2000.

D.  Sullivan, ?Inventing the 'Treebook': A Workbook with Pages Linked in a Tree?, ISECON Conference Proceedings. 2000.

M.  Lightner, Carlson, D., Sullivan, J., Brandemuehl, M., and Reitsma, R., ?A Living Laboratory?, Proceedings of the IEEE, vol. 88, pp. 31-40, 2000.

R.  Tanner, ?Personal Action and Ethical Behavior: Responsibilities and Practices.?, Oregon State University College of Business; Finance Course Guest lecturer. Corvallis, OR, 2000.

R.  Tanner, ?Presentation:Freshmen students in the College of Business: Coursework and Outcome-based Education?, Oregon State University College of Business; MIS Curriculum Advisory Council. Portland, Oregon, 2000.

V. T.  Raja, ?Untitled?. 2000.

V. T.  Raja and Han, B. T., ?Using GRASP to solve the Capacitated Concentrator Location Problem?, Decision Sciences Institute National Meeting. Orlando, Florida, 2000.

B.  Zhu and Chen, H., ?Validating a Geographical Image Retrieval System?, Journal of the Association for Information Science and Technology, vol. 51, no. 7, pp. 625-634, 2000.

I.  Zigurs, Reitsma, R., Lewis, C., Hubscher, R., and Hayes, C., ?Accessibility of Computer-based Simulation Models in Inherently Conflict-Laden Negotiations?, Group Decision and Negotiation, vol. 8, pp. 511-533, 1999.

M.  Ramsey, Chen, H., and Zhu, B., ?A Collection of Visual Thesauri for Browsing Large Collections of Geographic Images?, Journal of the Association for Information Science and Technology, vol. 50, no. 9, pp. 826-835, 1999.

V. T.  Raja and Han, B. T., ?A Comparison of Two Modern Heuristics for Designing Local Access Networks?, INFORMS National Meeting. Philadelphia, Pennsylvania, 1999.

B.  Zhu, Ramsey, M., Chen, H., Hauck, R. V., Ng, T. D., and Schatz, B., ?Creating a Large Scale Digital Library for Geo-Referenced Information?, Digital Library?99, the 4th ACM Conference on Digital Libraries. 1999.

C.  Brown and Coakley, J., ?Financial Neural Network Applications: Brief Literature Review and Extensive Bibliography?, Eighth Annual Research Workshop on: Artificial Intelligence and Emerging Technologies in Accounting, Auditing and Tax. San Diego, CA, USA, 1999.

V. T.  Raja and Han, B. T., ?The State of the Art of Network Design and Management?, Decision Sciences Institute National Meeting. New Orleans, 1999.

B.  Zhu, Ramsey, M., Chen, H., Hauck, R. V., Ng, T. D., and Schatz, B., ?Support Concept-Based Multimedia Information Retrieval: A Knowledge Management Approach?, ICIS?99, 20th Annual International Conference on Information Systems. 1999.

J.  Coakley and Tyran, C. K., ?The WWW and Computer Skills Training: Key Issues for Design and Implementation?, Proceedings of the International Academy for Information Management. 1999.

V. T.  Raja and Han, B. T., ?An AI-based Heuristic for solving a Generalized Concentrator Location Problem?, INFORMS National Meeting. Seattle, WA, 1998.

D.  Sullivan, Nielson, N., and Brown, C., ?Computer-Mediated Peer Review of Student Papers?, The Journal of Education for Business, vol. 74, no. 2, pp. 117-121, 1998.

V. T.  Raja and Han, B. T., ?An Efficient Heuristic for Solving a Generalized Concentrator Location Problem?, INFORMS National Meeting. Seattle, WA, 1998.

V. T.  Raja and Han, B. T., ?A Neural-Net Gaussian Machine for Optimal Local Access Network Design?, Association for Information Systems, Americas Conference. Baltimore, Maryland, 1998.

V. T.  Raja and Kumar, A., ?Student Perceptions of Electronic Classrooms?, Midwest Business Administration Conference. Chicago, Illinois, 1998.

V. T.  Raja, ?Untitled?. 1998.

J.  Coakley, Drexler, J. A., Kircher, A. E., and Larson, E. W., ?Using a Computer Based Version of The Beer Game - Lessons Learned,"?, Journal of Management Education, vol. 22, no. 3, pp. 416-424, 1998.

E.  Larson, Coakley, J., and Drexler, J., ?Using a Computer-Based Version of the Beer Game?, Journal of Management Education, 1998.

V. T.  Raja and Kumar, A., ?Integration of India into the Global Economy ? An Information Technology Perspective?, Midwest Conference on Asian Affairs. Dekalb, Illinois, 1997.

R.  Reitsma and Carron, J., ?Object-oriented Simulation and Evaluation of River Basin Operations?, Journal of Geographic Information and Decision Analysis, vol. 1, pp. 9-24, 1997.

R.  Reitsma and Carron, J. C., ?Object-oriented Simulation and Evaluation of River Basin Operations. Journal of Geographic Information and Decision Analysis. 1, 1, pp. 10-24?, vol. 1, no. 1, p. 1--24, 1997.

V. T.  Raja and Han, B. T., ?Some Design and Planning Issues for Local Access Networks?, 14th Symposium on Combinatorial Optimization and Applications of Mathematical Programming. Taiwan, 1997.

C.  Brown, Nielson, N., and Sullivan, D., ?Enhancing Business Classes with World Wide Web?, Journal of Education for Business, vol. 71, no. 6, pp. 317-323, 1996.

J.  Coakley, ?An Expert System to Diagnose Anemia and Report Results Directly on Hematology Forms?, Computers and Biomedical Research, pp. 16-26, 1996.

R.  Reitsma, ?Structure and Support of Water Resources Management and Decision Making?, Journal of Hydrology, vol. 177, pp. 253-268, 1996.

J.  Coakley, ?Using Pattern Analysis Methods to Supplement Attention-Directing Analytical Procedures?, Expert Systems with Applications, no. December, pp. 513-528, 1996.

J.  Coakley, ?CIO 'Impression Management:' Problems and Practices?, Journal of Systems Management, no. Nov/Dec, pp. 56-61, 1995.

C.  Cabak, ?ISO9001 and IPP?, Institute of Packing Professionals. San Francisco, CA, 1995.

V. T.  Raja, ?A Lagrangean Heuristic for the Design of Capacitated Star-Star Concentrator Networks?, INFORMS Joint National Meeting. Los Angeles, CA, 1995.

C.  Brown, Coakley, J., and Phillips, M. Ellen, ?Neural Networks Enter the World of Management Accounting?, Management Accounting, vol. LXXVI, no. 11, pp. 51-53, 56-57, 1995.

C.  Brown, Coakley, J., and Phillips, M. Ellen, ?Neural Networks: Nuts and Bolts?, Management Accounting, vol. LXXVI, no. 11, pp. 54-55, 1995.

V. T.  Raja and Han, B. T., ?Optimal Telecommunication Facility Planning Under Uncertainty?, Americas Conference on Information Systems. Pittsburgh, PA, 1995.

V. T.  Raja, Han, B. T., and Chen, B. Tong, ?A Robustness Approach to the Telecommunication Facility Management Problem in the Presence of Demand Uncertainty from End-Users?, Third INFORMS Telecommunications Conference. Boca Raton, Florida, 1995.

C.  Brown, Coakley, J., and Eining, M. M., ?Conference Report: The Fourth International Symposium on Intelligent Systems in Accounting, Finance and Management?, International Journal of Intelligent Systems in Accounting Finance and Management, vol. 3, no. 3, pp. 223-235, 1994.

R.  Reitsma, Sautins, A., and Wehrend, S., ?Construction Kit for Visual Programming of River-Basin Models?, Journal of Computing in Civil Engineering, vol. 8, pp. 378-384, 1994.

V. T.  Raja and Han, B. T., ?An Intelligent Solver for the Generalized Telecommunication Facility Location Problem?, Decision Sciences 25th Annual Meeting. Honolulu, Hawaii, 1994.

J.  Coakley and Brown, C., ?Artificial Neural Networks Applied to Ratio Analysis in the Analytical Review Process?, International Journal of Intelligent Systems in Accounting, Finance and Management, vol. 2, no. 1, pp. 19-39, 1993.

C.  Cabak, ?ISO9001 and the Paper Industry?, Paper Industry Management Association (PIMA) Conference. San Diego, CA, 1993.

C.  Cabak, ?ISO9001 Registration Process?, Q90/ISO9000 TAG Meeting. San Jose, CA, 1993.

J.  Coakley, ?A Compari­son of User Satisfaction with MIS Across Two Cultures?, International Journal of Logistics Management, vol. 2, pp. 22-29, 1991.

R.  Reitsma and Hendriks, P., ?WODAN: een Venster op Beleidsinformatie (WODAN: a Window on Decision-making Information)?, SWIM, vol. 5, pp. 15-24, 1990.

R.  Reitsma and Vergoossen, A., ?A Causal Typology of Migration: The Role of Commuting. Regional Studies?, Regional Studies, vol. 22, pp. 331-340, 1988.

R.  Reitsma, ?Artificiele Intelligentie in Geografisch Onderzoek: Cognitie, `Engineering' en Geografische Modellen (Artificial Intelligence in Geographical Research: Cognition, `Engineering' and Geographical Models)?, SWIM, vol. 1, pp. 4-7, 1986.

J.  Coakley, ?The Expectations of Accounting Errors in Medium-Sized Manufacturing Firms?, Advances in Accounting, vol. 2, no. 199-245, 1985.

E.  Smouse, ?Bayesian Estimation of a Finite Population Total using Auxiliary Information in the Presence of Nonresponse?, Journal of the American Statistical Association, vol. 77, no. 377, pp. 97-102, 1983.

E.  Smouse, ?Estimating proportionate changes in rates?, American Journal of Epidemiology, vol. 117, pp. 235-243, 1983.

E.  Smouse, ?Nonparametric Bayesian Inference for Dichotomous Response Models?, Communications in Statistics - Theory & Methods, vol. 12, no. 24, pp. 2847-2859, 1983.

E.  Smouse, ?Statistical Concepts and Proper Use?, Archives of Pediatrics and Adolescent Medicine, vol. 137, no. 5, p. 503, 1983.

N.  Roberts, Jeyaraj, A., and Gerow, J., ?Assessing the Connections Among Top Management Support, IT Assimilation, and Business Value of IT: A Meta-Analysis?.