Much of his research involves applications of predictive and prescriptive analytics in the area of credit scoring and consumer credit risk modelling. For example, he has researched advanced statistical or machine learning methods to predict Probability of Default (PD), Loss Given Default (LGD), i.e. the proportion of a loan that a lender is unable to recover if the borrower defaults, credit card balance at default, time to default (using survival analysis), and loan profitability.
Dr Erica research contributions have been those on topics related to: Post-disaster Recovery, Disaster Resilience, Integrated Project Delivery (IPD) approach to disaster recovery, Inter- organisational characteristics of resilience in a post-disaster recovery context, Elements of infrastructure interdependencies in the post-disaster recovery effort, Project and Construction management research etc.
Her most widely read publications are those provided below:
Mulowayi, E., Walker, D. (Ed.), Rowlinson, S. (Ed.). (2020). Routledge Handbook of Integrated Project Delivery. London: Routledge, https://doi.org/10.1201/9781315185774Mulowayi, E., Coffey, D. V., Bunker, J., & Trigunarsyah, B. (2015). Inter-organisational characteristics of resilience in a post-disaster recovery context. In The 5th International Conference on Building Resilience (pp. 383-395). NCP (2015). http://eprints.qut.edu.au/86936/Mulowayi, E., Coffey, V., Bunker, J. M., & Trigunarsyah, B. (2015). The influence of critical infrastructure interdependencies on post-disaster reconstruction: Elements of infrastructure interdependency that impede the post-disaster recovery effort. In Association of Researchers in Construction Management (ARCOM) Proceedings of the 31st Annual Conference (pp. 135- 144). University of Reading.Mulowayi, E., Coffey, V., & Trigunarsyah, B. (2014). Framework for assessing the influence of critical infrastructure interdependencies in post-disaster reconstruction management.In Smart, Sustainable and Healthy Cities: The First International Conference of The CIB Middle East and North Africa Research Network (CIB-MENA 2014) (pp. 747-759). CIB-MENA. http://eprints.qut.edu.au/86935/