Big Data Analytics

Big data and administrative data from various sources including data on EzLink public transportation fare cards, GPS data of taxi, and university admission data are used by IREUS researchers in various research projects.

 

Selected Publications

Agarwal S, He J, Sing TF, and Song C. 2019. Do Real Estate Agents have Information Advantages in Housing Markets? Journal of Financial Economics.

Agarwal S, Qian W, Seru A, and Zhang J. 2018. Disguised Corruption: Evidence from Consumer Credit in China. Journal of Financial Economics.

Agarwal S, Scholnick B, and Slava M. 2019. Does Keeping Up with the Joneses Cause Financial Distress? Evidence from Lottery Winners and Neighbouring Bankruptcies. Review of Financial Studies.

Cao K, Diao M, and Wu B. 2019. A Big-Data-Based Geographically Weighted Regression Model for Public Housing Prices: A Case Study in Singapore. Annals of the American Association of Geographers 109 (1): 173-186.

Zhu Y, and Diao M. 2016. The Impacts of Urban Mass Rapid Transit Lines on the Density and Mobility of High-Income Households: A Case Study of Singapore. Trasnport Policy 51: 70-80.

Zhu Y, and Diao M.  2019. Understanding the Spatio-Temporal Patterns of Public Bicycle Usage and the Impact of Built Environment. International Journal of Sustainable Transportation.

Zhu Y, Diao M, Ferreira JJ, and Zegras C. 2018. An Integrated Microsimulation Approach to Land Use and Mobility Modeling. Journal of Transport and Land Use 11 (1): 633-659.

Zhu Y, Diao M, and Fu G. 2016. Featured Graphic: The Evolution of Accessibility Surface of China in the High-Speed-Rail Era. Environment and Planning A 48 (11): 2108-2111.

 

 

Working Papers

Agarwal S, Choi H, and Sing TF. 2019. Are Chinese House Buyers Superstitious? Evidence from Housing Transactions during Hungry Ghost Months in Singanpore.

Agarwal S, Diao M, Keppo J, and Sing TF. 2019. Travel Time Uncertainties and Commuter Behavior: Evidence from Smart Card Data in Singapore.

Agarwal S, Diao M, Pan J, and Sing TF. 2019. Reference-Dependence in Labor Market: Are Singaporean Cabdrivers Target Earners?.

Agarwal S, Qian W, Sing TF, and Xu W. 2019. Dragon Babies.

Agarwal S, Qian W, Yeung B, and Zou X. 2019. Mobile Wallet and Entrepreneurial Growth.

Agarwal S, Qian W, and Zou X. 2017. Thy Neighbor's Misfortune: Peer Effects on Consumptoin.

Agarwal S, Qin Y, Sing TF, and Zhang X. 2019. Informal Interaction among Top Managers on the Golf Courses and the Market Information Efficiency.

Agarwal S, Sing TF, Song C, and Zhang J. 2019. Workplace Flexibility and Enterpreneurship.

Diao M, and Fu Y. 2019. Is CBD Employment Density Driven by the Demand for Face-to-Face Interaction?.

Diao M, Kong H, and Zhao J. 2019. The Impact of Transport Network Companies on Urban Mobility.

 

Research Team

AGARWAL, Sumit

DIAO, Mi

QIAN, Wenlan

SING, Tien Foo