Title :
Development of financial model using financial ratios in predicting business performance of IBS Construction Company
Author :
Yunus, N.M. ; Malik, S.A.
Author_Institution :
Fac. of Civil Eng., Univ. Teknol. Mara, Shah Alam, Malaysia
Abstract :
The use of financial model is to predict the performance of a company. This paper presents the development of the model for IBS construction companies in predicting the business performance based on historical financial data. The development of the financial model is based on selected financial ratios obtained from the financial statements gathered from thirty (30) IBS companies in Selangor, Malaysia. These financial statements are based on the annual accounting report spanning from 2006 until 2009 obtained from the Companies Commission of Malaysia (CCM). Multiple linear regression analysis is used to fit the selected financial ratios that form the model. The theoretical analysis in the development of model is done using the matrix solution of the Matlab software. The model is then validated with the actual company´s business performance to determine the predicting accuracy. IBS Construction Company or any interested parties could use the model to predict their own business performance as additional information for their decision making purposes.
Keywords :
accounting; construction industry; financial management; matrix algebra; regression analysis; CCM; Companies Commission of Malaysia; IBS construction company; Industrialized Building System; Malaysia; Matlab software matrix solution; Selangor; annual accounting report; business performance prediction; decision making; financial model development; financial ratios; financial statements; historical financial data; multiple linear regression analysis; Analytical models; Companies; Marketing and sales; Mathematical model; Predictive models; Profitability; IBS construction company; Selangor; business performance; financial model; financial ratios;
Conference_Titel :
Statistics in Science, Business, and Engineering (ICSSBE), 2012 International Conference on
Conference_Location :
Langkawi
Print_ISBN :
978-1-4673-1581-4
DOI :
10.1109/ICSSBE.2012.6396558