Research Statement
My research interests lie primarily in the domain of information systems economics, specifically the impacts of the availability of different types of information, as well as the presence of information asymmetries and frictions in digital markets. My research work has an applied focus, and uses methodologies from econometrics, AI and machine learning to answer questions relevant for digital businesses, platforms and their participants. My work is published in several top peer-reviewed business journals and proceedings of peer-reviewed conferences including ICIS, WISE, CIST, IIOC, AOM, Marketing Science, ACM and others. She is also the recipient of a number of research grants from the Net Institute, the Stempler Award for Research on family owned/controlled businesses, and the Dean's Research Fellowship.
Research Keywords
- economics of information systems, online markets, online platforms, consumer information search, paid search, crowdsourcing, crowdfunding, social and economic networks, econometrics
Presentations
- Anqi Xu, & Vandana Ramachandran, Paul Hu. (2020) Examining the fit between patient need and social support – A deep learning based multi-label classification approach. Conference Paper, Refereed, Presented, 11/2020.
- Anqi Xu, & Paul Hu, Xiao Liu, Vandana Ramachandran. (2019) Examining the fit between patient need and social support – A deep learning based multi-label classification approach. ICIS. Conference Paper, Refereed, Presented, 12/18/2019.
- Vandana Ramachandran, & Yang Wang, Olivia Sheng, Bill Moore. (2017) Product Trial versus Online Product Fit Opinions: A Balancing Act on Fit Uncertainty. SCECR. Conference Paper, Refereed, Presented, 06/2017.
- Yang Wang, & Vandana Ramachandran, Olivia Sheng. (2016) The Causal Impact of Fit Valence and Fit Reference on Online Product Returns. The Inernational Conference of Information Systems. Conference Paper, Refereed, Presented, 12/2016.
- Vandana Ramachandran, & Yang Wang, Olivia Sheng. (2016) The Causal Impact of Fit Valence and Fit Reference on Online Product Returns. INFORMS Conference of Information Systems and Technology. Conference Paper, Refereed, Presented, 11/2016.
- Vandana Ramachandran, & Yang Wang, Olivia Sheng, Bill Moore. (2016) Product Trial versus Online Product Fit Opinions: A Balancing Act on Fit Uncertainty. INFORMS Marketing Science Conference. Conference Paper, Refereed, Presented, 06/2016.
- Vandana Ramachandran, & Yang Wang, Olivia Sheng. (2015) Quality versus Fit – The Differential Impact of Online Opinions on Product Purchase and Return.. INFORMS Conference of Information Systems and Technology. Conference Paper, Refereed, Presented, 11/2015.
- Yang Wang, & Olivia Sheng, Bill Moore, Vandhana Ramachandran. (2014) WOM, Movie Star and Fans: Foreign Movie Demand Prediction Using Derived Networks. INFORMS Conference of Information Systems and Technology. Conference Paper, Refereed, Presented, 11/11/2014.
- Vandana Ramachandran, & Siva Viswanathan and Hank Lucas. (2010) Clicks to Conversion: The Impact of Product and Price Information. International Conference of Information Systems. Conference Paper, Refereed, Presented, 12/2010.
- Vandana Ramachandran, & Siva Viswanathan, Hank Lucas. (2010) Click-Tracks: Understanding Consumers’ Online Information Search Behaviors and Purchase Outcomes in Online Retailing. Conference Paper, Refereed, Presented, 11/11/2010.
- Vandana Ramachandran, & Chris Ward. (2010) Crowdfunding the Next Hit: Microfunding Online Experience Goods. Workshop on computational social science and the wisdom of crowds at NIPS2010. Conference Paper, Refereed, Presented, 10/2010.
- Vandana Ramachandran (2010) Collective Dynamics in Resolving Uncertainty in Crowdsourced Markets. INFORMS. Conference Paper, Refereed, Presented, 10/2010.
- Vandana Ramachandran, & Chris Ward. (2010) • Crowdsourcing the Next Best Idea: An Empirical Examination of Collective Dynamics in Resolving Quality Uncertainty.. Sunbelt- the International Network for Social Network Analysis. Conference Paper, Refereed, Presented, 06/2010.
- Vandana Ramachandran, & Arun Sundararajan. (2010) Searching Under the Influence? Explaining Beer Price Dispersion in New York City. International Industrial Organization Conference. Conference Paper, Refereed, Presented, 05/2010.
- Vandana Ramachandran, & Arun Sundararajan. (2009) Searching Under the Influence? Explaining Beer Price Dispersion in New York City. Workshop on Information Systems Economics. Conference Paper, Refereed, Presented, 12/2009.
- Vandana Ramachandran (2009) Crowdsourcing the Next Best Idea: An Empirical Examination of Collective Dynamics in Resolving Quality Uncertainty. Conference Paper, Refereed, Presented, 11/2009.
Software Titles
- Software for extracting quality and fit aspects from online user generated product reviews of experience goods. This code automatically extracts and classifies product fit-specific features from online consumer generated reviews. Release Date: 05/2015. Inventors: Vandana Ramachandran.
Languages
- Gulf Arabic, basic.
- Japanese, basic.
beginner.
Geographical Regions of Interest
- India
- Japan
- Oman
- Republic of Korea
- Southern Asia
- Western Asia
Publications
- Wang Y., Ramachandran V. & Liu Sheng O.R. (2021). Do fit opinions matter? The impact of fit context on online product returns. Information Systems Research. Vol. 32, 268-289. Published, 03/01/2021.
- Spann, M., Hinz, O. & Ramachandran, V. Business and Information Systems Engineering and Marketing. Bus Inf Syst Eng 5, 127–128 (2013). https://doi.org/10.1007/s12599-013-0264-6.
Discipline based - refereed,
Published, 04/20/2013.
https://doi.org/10.1007/s12599-013-0264-6 - Vandana Ramachandran & Anand Gopal (2010). Managers’ Judgments of Performance in IT Services Outsourcing. Journal of Management Information Systems. Vol. 26, 181-218.
Discipline based - refereed,
Published, 04/2010.
http://www.jmis-web.org/articles/v26_n4_p181/index... - Animesh Animesh, Vandana Ramachandran & Siva Viswanathan (2010). Quality Uncertainty and the Performance of Online Sponsored Search Markets: An Empirical Investigation*. Information System Research. Vol. 21, 190-201.
Discipline based - refereed,
Published, 03/2010.
http://isr.journal.informs.org/content/21/1/190.ab...