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Application of Technique for Order Preference by Similarity to Ideal Solution Multi-Criteria Decision-Making Method for Financial Performance Evaluation: A Case Study of Services Sector in Malaysia

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This paper aims to evaluate financial performance of companies from services sector in Malaysia using TOPSIS multi-criteria decision-making method. Financial data of 10 companies in 2017 are retrieved from DataStream. For many years, financial ratios are used to analyse financial performance of a companies. However, some studies indicate that traditional ratio analysis is insufficient to measure firm’s financial performance. Thus, this paper applies Technique for order Preference by Similarity to ideal Solution (TOPSIS) to obtain a more comprehensive result. This TOPSIS approach which involves seven step utilizes financial ratios such as current ratio, acid test ratio, debt ratio, debt to equity ratio, return on asset (ROA), return on equity (ROE) and earnings per share (EPS) as criteria to evaluate the companies’ financial performance. The ultimate finding of this study is the ranking of the companies which also suggest the investor on which companies to invest based on their financial performance. The results from this research are found to be consistent with the analysis by various investment agencies. Thus, this approach can be used as an alternative to the traditional valuation that has been used before.

Keywords: Financial Performance; Financial Ratios; Services Sector; TOPSIS

Document Type: Research Article

Affiliations: 1: Faculty of Business Management, Universiti Teknologi MARA, Perak Branch, Tapah Campus, 35000 Tapah, Perak, Malaysia 2: Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Perak Branch, Tapah Campus, 35000 Tapah, Perak, Malaysia 3: Faculty of Business Management, Universiti Teknologi MARA, Negeri Sembilan Branch, Seremban Campus, 70300 Seremban, Negeri Sembilan, Malaysia 4: Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, 40450 Shah Alam, Selangor, Malaysia

Publication date: 01 December 2019

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  • Journal of Computational and Theoretical Nanoscience is an international peer-reviewed journal with a wide-ranging coverage, consolidates research activities in all aspects of computational and theoretical nanoscience into a single reference source. This journal offers scientists and engineers peer-reviewed research papers in all aspects of computational and theoretical nanoscience and nanotechnology in chemistry, physics, materials science, engineering and biology to publish original full papers and timely state-of-the-art reviews and short communications encompassing the fundamental and applied research.
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