Default Prediction Models a Comparison between Market Based Models and Accounting Based: Case of the Zimbabwe Stock Exchange 2010-2013
Date
2015-03-20
Journal Title
Journal ISSN
Volume Title
Publisher
Journal of Finance and Investment Analysis,
Abstract
Default prediction is relevant to equity investors in Zimbabwe. The study examined the
performance of two bankruptcy prediction models, the accounting ratio-based (Z-Score)
model and the market based (KMV distance to default) model. The Z-Score model
developed has two variables, market value to long term debt and EBIT to current
liabilities and uniquely describe Zimbabwe’s corporate environment. The research
concluded that accounting model (Z-Score) has superior bankruptcy prediction power.
The model achieved 0.959 accuracy ratio against the market based model 0.509.
Companies that went bankrupt during the period had shown signs of poor financial
performance in prior years.
Description
Default Prediction Models a Comparison between Market
Based Models and Accounting Based: Case of the
Zimbabwe Stock Exchange 2010-2013
Keywords
Default, Prediction, accounting, market, Z-Score, Distance to Default, KMV JEL classification numbers: D22; E47; G01; G33; K22
Citation
Muvingi, J., Mazuruse, P., Nkomo, D., & Mapungwana, P. (2015). Default prediction models a comparison between market based models and accounting based: Case of the Zimbabwe Stock Exchange 2010-2013.Journal of Finance and Investment Analysis, vol. 4, no.1, 2015, 39-65