使用多属性决策(MADM)法分析印度尼西亚证券交易所上市银行公司的财务业绩。

Junior T. A. Lalonsang, Herman Karamoy
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引用次数: 0

摘要

财务业绩分析是客观评价银行健康和效益的重要工具。本研究旨在使用多属性决策(MADM)方法分析在印度尼西亚证券交易所上市的银行公司的财务业绩。本研究采用定性描述和比较的方法。采用层次分析法(AHP)确定标准权重,同时采用与理想解决方案相似度排序偏好技术(TOPSIS)根据公司业绩进行排序。使用的数据包括主要财务比率,如 DER、ROA、ROE、NIM、成本收入比、营业利润率、流动比率和速动比率。结果表明,根据 AHP 方法,印尼国民银行(BTPS)表现最佳,其次是中亚银行(BBCA)、印尼人民银行(BBRI)、Mega 银行(MEGA)和曼迪里银行(BMRI)。与此同时,TOPSIS 法的结果表明,印尼国民银行(BTPS)仍然位居榜首,其次是中亚银行(BBCA)、Mega 银行(MEGA)、印尼人民银行(BBRI)和曼迪里银行(BMRI)。这些差异凸显了每种标准的相对评估因采用的方法不同而存在差异。本研究的结论是,MADM(尤其是 AHP 和 TOPSIS)能有效地全面客观地评估银行公司的财务绩效,为印尼银行业的利益相关者提供有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analisis kinerja keuangan perusahaan perbankan yang terdaftar di Bursa Efek Indonesia dengan menggunakan Metode Multi Attribute Decision Making (MADM)
Financial performance analysis is an essential tool for objectively evaluating the health and effectiveness of banks. This study aims to analyze the financial performance of banking companies listed on the Indonesia Stock Exchange using the Multi Attribute Decision Making (MADM) method. This research is qualitative with a descriptive and comparative approach. The Analytic Hierarchy Process (AHP) method is used to determine the criteria weights, while the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) is employed to rank the companies based on their performance. The data used includes key financial ratios such as DER, ROA, ROE, NIM, Cost to Income Ratio, Operating Margin, Current Ratio, and Quick Ratio. The results show that based on the AHP method, Bank Tabungan Pensiunan Nasional Syariah (BTPS) has the best performance, followed by Bank Central Asia (BBCA), Bank Rakyat Indonesia (BBRI), Bank Mega (MEGA), and Bank Mandiri (BMRI). Meanwhile, the TOPSIS method results indicate that Bank Tabungan Pensiunan Nasional Syariah (BTPS) remains in the top position, followed by Bank Central Asia (BBCA), Bank Mega (MEGA), Bank Rakyat Indonesia (BBRI), and Bank Mandiri (BMRI). These differences highlight the variation in the relative assessment of each criterion depending on the approach used. This study concludes that MADM, particularly AHP and TOPSIS, is effective in comprehensively and objectively evaluating the financial performance of banking companies, providing valuable insights for stakeholders in the Indonesian banking sector.
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