Research Output 1968 2019

2019

Assimilate or Differentiate? Contributors’ Choice of Subjects in User-Generated Content

Ke, Z., Liu, D., Gupta, A. & Brass, D. J., Jan 1 2019, In : Decision Sciences.

Research output: Contribution to journalArticle

User-generated content
Factors
Ceteris paribus

Economic Analysis of Reward Advertising

Guo, H., Zhao, X., Hao, L. & Liu, D., Jan 1 2019, In : Production and Operations Management.

Research output: Contribution to journalArticle

Economic analysis
Application programs
Marketing
Sales
Costs

Efficient computational strategies for dynamic inventory liquidation

Yang, M., Adomavicius, G. & Gupta, A., Jan 1 2019, In : Information Systems Research. 30, 2, p. 595-615 21 p.

Research output: Contribution to journalArticle

liquidation
Dynamic programming
heuristics
revenue
Experiments

How does the implementation of enterprise information systems affect a professional's mobility? An empirical study

Greenwood, B. N., Ganju, K. K. & Angst, C. M., Jan 1 2019, In : Information Systems Research. 30, 2, p. 563-594 32 p.

Research output: Contribution to journalArticle

information system
Information systems
Industry
organization
retirement

Individualized Multilayer Tensor Learning With an Application in Imaging Analysis

Tang, X., Bi, X. & Qu, A., Jan 1 2019, In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

Multilayer
Tensor
Multimodality
Imaging
Breast Cancer
Insurance
Costs
Personal bankruptcy
Digital divide
1 Citation (Scopus)

Motivating user-generated content with performance feedback: Evidence from randomized field experiments

Huang, N., Burtch, G., Gu, B., Hong, Y., Liang, C., Wang, K., Fu, D. & Yang, B., Jan 1 2019, In : Management Science. 65, 1, p. 327-345 19 p.

Research output: Contribution to journalArticle

Performance feedback
Field experiment
User-generated content
Social values
Message framing
2 Citations (Scopus)

Product engagement and identity signaling: The role of likes in social commerce for fashion products

Xu, P. & Liu, D., Mar 1 2019, In : Information and Management. 56, 2, p. 143-154 12 p.

Research output: Contribution to journalArticle

Observational learning
Commerce
Social influence
1 Citation (Scopus)

The digital Sin City: An empirical study of craigslist's impact on prostitution trends

Chan, J., Mojumder, P. & Ghose, A., Jan 1 2019, In : Information Systems Research. 30, 1, p. 219-238 20 p.

Research output: Contribution to journalArticle

prostitution
Websites
Internet
trend
Industry
1 Citation (Scopus)

The Digitization of Patient Care: A Review of the Effects of Electronic Health Records on Health Care Quality and Utilization

Atasoy, H., Greenwood, B. N. & McCullough, J. S., Apr 1 2019, In : Annual Review of Public Health. 40, p. 487-500 14 p.

Research output: Contribution to journalReview article

Open Access
Patient Acceptance of Health Care
Electronic Health Records
Public Health Informatics
Patient Care
Management Information Systems

The hidden side effects of recommendation systems

Adomavicius, G., Bockstedt, J., Curley, S. P., Zhang, J. & Ransbotham, S., Dec 1 2019, In : MIT Sloan Management Review. 60, 2, p. 13-15 3 p.

Research output: Contribution to journalArticle

Recommender systems
Recommendation system
Side effects

The role of individual and organizational expertise in the adoption of new practices

Greenwood, B. N., Agarwal, R., Agarwal, R. & Gopal, A., Jan 1 2019, In : Organization Science. 30, 1, p. 191-213 23 p.

Research output: Contribution to journalArticle

Stents
Decision making
Expertise
Physicians
2018

Automated local regression discontinuity design discovery

Herlands, W., Wilson, A. G., McFowland, E. & Neill, D. B., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1512-1520 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
23 Citations (Scopus)

Can you gig it? an empirical examination of the gig economy and entrepreneurial activity

Burtch, G., Carnahan, S. & Greenwood, B. N., Jan 1 2018, In : Management Science. p. 5497-5520 24 p.

Research output: Contribution to journalArticle

Entrepreneurial activity
Entrepreneurial ventures
Entrepreneurs
Venture
Resources
9 Citations (Scopus)

Effects of online recommendations on consumers' willingness to pay

Adomavicius, G., Bockstedt, J. C., Curley, S. P. & Zhang, J., Mar 1 2018, In : Information Systems Research. 29, 1, p. 84-102 19 p.

Research output: Contribution to journalArticle

Recommender systems
willingness to pay
song
Purchasing
Sampling

Embeddedness, prosociality, and social influence: Evidence from online crowdfunding

Hong, Y., Hu, Y. & Burtch, G., Dec 1 2018, In : MIS Quarterly: Management Information Systems. 42, 4, p. 1211-1224 14 p.

Research output: Contribution to journalArticle

Transmitters
Embeddedness
Social influence
Social media
Fund raising
1 Citation (Scopus)

Explicit or implicit feedback? engagement or satisfaction? A field experiment on machine-learning-based recommender systems

Zhao, Q., Harper, M., Adomavicius, G. & Konstan, J. A., Apr 9 2018, Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018. Association for Computing Machinery, p. 1331-1340 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
Learning systems
Feedback
Factorization
Experiments
5 Citations (Scopus)

Exploring Explanation Effects on Consumers’ Trust in Online Recommender Agents

Zhang, J. & Curley, S. P., May 4 2018, In : International journal of human-computer interaction. 34, 5, p. 421-432 12 p.

Research output: Contribution to journalArticle

personalization
Availability
integrity
experiment
evidence

Gaussian process subset scanning for anomalous pattern detection in non-iid data

Herlands, W., McFowland, E., Wilson, A. G. & Neill, D. B., Jan 1 2018, p. 425-434. 10 p.

Research output: Contribution to conferencePaper

Gaussian Process
Anomalous
Scanning
Subset
Set theory
5 Citations (Scopus)

Hiring preferences in online labor markets: Evidence of a female hiring bias

Chan, J. & Wang, J., Jul 1 2018, In : Management Science. 64, 7, p. 2973-2994 22 p.

Research output: Contribution to journalArticle

Labour market
Hiring
Workers
Employers
Labor
22 Citations (Scopus)

Impact of information technology infrastructure flexibility on mergers and acquisitions

Benitez, J., Ray, G. & Henseler, J., Mar 1 2018, In : MIS Quarterly: Management Information Systems. 42, 1, p. 25-43 19 p.

Research output: Contribution to journalArticle

Mergers and acquisitions
Information technology
Information technology infrastructure
Industry
Economics

Interleaved learning: A design science approach and field experiment

Li, T., Liu, D., Wang, Y. & Xu, S. X., Jan 1 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Field Experiment
knowledge gap
experiment
science
learning strategy
1 Citation (Scopus)

Interpreting user inaction in recommender systems

Zhao, Q., Willemsen, M. C., Adomavicius, G., Maxwell Harper, F. & Konstan, J. A., Sep 27 2018, RecSys 2018 - 12th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 40-48 9 p. (RecSys 2018 - 12th ACM Conference on Recommender Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
Decision making

Lab experiment and field experiment in the digital age: Friend or foe?

Bapna, R., Burtch, G., Hong, Y., Sun, T. & Thatcher, J., Jan 1 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Field Experiment
Experimentation
experiment
Randomized Experiments
Experiment

Local economic conditions and worker participation in the online gig economy

Huang, N., Hong, K., Burtch, G. & Pavlou, P. A., Jan 1 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

worker participation
Personnel
Economics
labor
economy
8 Citations (Scopus)

Managers’ Political Beliefs and Gender Inequality among Subordinates: Does His Ideology Matter More Than Hers?

Carnahan, S. & Greenwood, B. N., Jun 1 2018, In : Administrative Science Quarterly. 63, 2, p. 287-322 36 p.

Research output: Contribution to journalArticle

ideology
manager
gender
promotion
political ideology
2 Citations (Scopus)
Measurement errors
Data mining
econometrics
Specifications
trend
2 Citations (Scopus)

Mobile augmented reality, product sales, and consumer evaluations: Evidence from a natural experiment

Xu, P., Liu, D. & Lee, J., Jan 1 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Augmented reality
Augmented Reality
sales
Sales
experiment
19 Citations (Scopus)

Patient–physician gender concordance and increased mortality among female heart attack patients

Greenwood, B. N., Carnahan, S. & Huang, L., Aug 21 2018, In : Proceedings of the National Academy of Sciences of the United States of America. 115, 34, p. 8569-8574 6 p.

Research output: Contribution to journalArticle

Myocardial Infarction
Mortality
Physicians
Censuses
Survival Rate

Role of communication in online platforms

Hong, Y., Peng, J., Burtch, G. & Huang, N., Jan 1 2018, Americas Conference on Information Systems 2018: Digital Disruption, AMCIS 2018. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Communication
Virtual reality
Personnel
Uncertainty
2 Citations (Scopus)

Sponsoring Mobile Data: Analyzing the Impact on Internet Stakeholders

Joe-Wong, C., Sen, S. & Ha, S., Jun 1 2018, In : IEEE/ACM Transactions on Networking. 26, 3, p. 1179-1192 14 p.

Research output: Contribution to journalArticle

Internet
Costs
Internet service providers
Analytical models
Computer simulation
14 Citations (Scopus)

Stimulating online reviews by combining financial incentives and social norms

Burtch, G., Hong, Y., Bapna, R. & Griskevicius, V., May 1 2018, In : Management Science. 64, 5, p. 2065-2082 18 p.

Research output: Contribution to journalReview article

Online reviews
Social norms
Financial incentives
Retailers
Amazon

The impact of prosocial microlending on entrepreneurship in emerging economies: A cross-national natural experiment

Shen, M., Chan, J., Ding, Y. & Chen, J., Jan 1 2018, Americas Conference on Information Systems 2018: Digital Disruption, AMCIS 2018. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Profitability
Economics
Experiments
3 Citations (Scopus)

The Role of Provision Points in Online Crowdfunding

Burtch, G., Hong, Y. & Liu, D., Jan 2 2018, In : Journal of Management Information Systems. 35, 1, p. 117-144 28 p.

Research output: Contribution to journalArticle

Association reactions
Provision point
Capital accumulation
Fund raising
Entrepreneurs

“Run forrest run!”: Measuring the impact of App-enabled performance and social feedback on running performance

Babar, Y., Chan, J. & Choi, B., Jan 1 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Application programs
Exercise
Feedback
performance
Randomized Experiments
2017

Allocation and Pricing of Substitutable Goods: Theory and Algorithm

Rui, H., Liu, D. & Whinston, A., May 1 2017, In : Production and Operations Management. 26, 5, p. 767-783 17 p.

Research output: Contribution to journalArticle

Costs
Standardization
Display devices
Marketing
Substitution reactions
24 Citations (Scopus)

Battle of the channels: The impact of tablets on digital commerce

Xu, K., Chan, J., Ghose, A. & Han, S. P., May 1 2017, In : Management Science. 63, 5, p. 1469-1492 24 p.

Research output: Contribution to journalArticle

Electronic commerce
Commerce
Interrelationship
Emerging economies
Revenue
2 Citations (Scopus)

Coalition-based pricing in ascending combinatorial auctions

Bichler, M., Hao, Z. & Adomavicius, G., Mar 1 2017, In : Information Systems Research. 28, 1, p. 159-179 21 p.

Research output: Contribution to journalArticle

auction
coalition
pricing
Feedback
Computer simulation

Coalition-based pricing in ascending combinatorial auctions

Bichler, M., Hao, Z. & Adomavicius, G., Oct 26 2017, Handbook of Spectrum Auction Design. Cambridge University Press, p. 493-528 36 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Costs
3 Citations (Scopus)

Ending the mending wall: Herding, media coverage, and colocation in it entrepreneurship

Greenwood, B. N. & Gopal, A., Sep 1 2017, In : MIS Quarterly: Management Information Systems. 41, 3, p. 989-1007 19 p.

Research output: Contribution to journalArticle

Information technology
Innovation
Internet
Entrepreneurs
Entrepreneurship
3 Citations (Scopus)

Geography of online network ties: A predictive modelling approach

Deodhar, S. J., Subramani, M. R. & Zaheer, A., Jul 1 2017, In : Decision Support Systems. 99, p. 9-17 9 p.

Research output: Contribution to journalArticle

Peer Group
Geography
Cluster analysis
Internet
Cluster Analysis
3 Citations (Scopus)

Incentive design for ad-sponsored content: Results from a randomized trial

Sen, S., Burtch, G., Gupta, A. & Rill, R., Nov 20 2017, 2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017. Institute of Electrical and Electronics Engineers Inc., p. 826-831 6 p. 8116483. (2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Randomized Trial
Incentives
Marketing
Sharing
Experiments
6 Citations (Scopus)

Introduction to the special issue on Crowdfunding and FinTech

Ma, Y. & Liu, D., Dec 1 2017, In : Financial Innovation. 3, 1, 8.

Research output: Contribution to journalEditorial

Is beauty helpful? effects of reviewer attractiveness on perceived helpfulness of online review

He, Y., Liu, D. & Guo, X., Jan 1 2017, AMCIS 2017 - America's Conference on Information Systems: A Tradition of Innovation. Americas Conference on Information Systems, (AMCIS 2017 - America's Conference on Information Systems: A Tradition of Innovation; vol. 2017-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Testing
Websites
Experiments
6 Citations (Scopus)

Managerial incentives and IT strategic posture

Xue, L., Ray, G. & Zhao, X., Mar 1 2017, In : Information Systems Research. 28, 1, p. 180-198 19 p.

Research output: Contribution to journalArticle

Information technology
information technology
incentive
firm
Managers
8 Citations (Scopus)

Methods for real-time prediction of the mode of travel using smartphone-based GPS and accelerometer data

Martin, B. D., Addona, V., Wolfson, J., Adomavicius, G. & Fan, Y., Sep 8 2017, In : Sensors (Switzerland). 17, 9, 2058.

Research output: Contribution to journalArticle

Smartphones
accelerometers
Accelerometers
travel
Global positioning system
2 Citations (Scopus)

Out with the old, in with the new? Unpacking member turnover in online production groups

Yu, B., Wang, X., Lin, A. Y., Ren, Y., Terveen, L. G. & Zhu, H., Nov 1 2017, In : Proceedings of the ACM on Human-Computer Interaction. 1, CSCW, 117.

Research output: Contribution to journalArticle

turnover
Productivity
Joining
Group
participation
6 Citations (Scopus)

Predicting member productivity and withdrawal from pre-joining attachments in online production groups

Yu, B., Ren, Y., Terveen, L. G. & Zhu, H., Feb 25 2017, CSCW 2017 - Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 1775-1784 10 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Joining
Productivity
12 Citations (Scopus)
search engine
Smartphones
human being
travel behavior
available information
38 Citations (Scopus)

Show me the way to go home: An empirical investigation of ride-sharing and alcohol related motor vehicle fatalities

Greenwood, B. N. & Wattal, S., Mar 1 2017, In : MIS Quarterly: Management Information Systems. 41, 1, p. 163-187 25 p.

Research output: Contribution to journalArticle

Alcohols
Railroad cars
Availability
Costs
Experiments