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All Journal The Winners CommIT (Communication & Information Technology)
Banon Amelda
Bina Nusantara University
Computer Science & IT Social Sciences

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Analysis of Banking Industry Performance Efficiency in Indonesia Using Parametric and Nonparametric Methods Banon Amelda; Erna Bernadetta Sitanggang
The Winners Vol. 19 No. 1 (2018): The Winners Vol. 19 No. 1 2018
Publisher : Bina Nusantara University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21512/tw.v19i1.4760

Abstract

This research aimed to measure the efficiency performance of the banking industry in Indonesia by using parametric and nonparametric methods, as measured by the stabilization of bank performance efficiency based on the time series from year to year and to identify which variables to the value of efficiency. The analytical method applied the parametric method with cross section approach of Stochastic Frontier Analysis (SFA) while for nonparametric method used intermediation approach from Data Development Analysis (DEA) CRS and VRS model. The data of this research was the financial statements of banks listed on the stock exchange for the period 2012-2016 with 29 databanks processed with the help of Stata 12. From the results of the analysis using the three measures of efficiency, it is known that the efficiency value with Cross Section Stochastic Frontier Analysis shows a stable and high efficient conditions for all banks. While nonparametric methods show different efficiency levels for each bank, which with DEA CRS model not all banks show an efficient performance, only 26,90% on average each year banks have efficient performance, and 99,31% of banks perform efficiently according to VRS model. 
Does The Digital Marketing Capability of Indonesian Banks Align with Digital Leadership and Technology Capabilities on Company Performance? Banon Amelda; Firdaus Alamsjah; Elidjen Elidjen
CommIT (Communication and Information Technology) Journal Vol. 15 No. 1 (2021): CommIT Journal
Publisher : Bina Nusantara University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21512/commit.v15i1.6663

Abstract

Digital transformation is more than just providing online and mobile banking services. The banking and finance industry needs to innovate by combining digital technology with customer interactions. In this case, these new technology findings should make it easier and more convenient for users to access banking services. However, to understand the relationship between resources (capabilities) and performance, the empirical research is still very limited and rare to explain why some firms successfully use their capabilities while others do not. The aim of the research is to answer whether digital technology, digital leadership, and digital marketing have a significant influence on company performance. The research is a quantitative study using a survey method by distributing questionnaires to employees and leaders in banks. It obtains 100 respondents. The analytical method is the Structural Equation Model (SEM) approach using the Smart Partial Least Square (PLS) statistical software. There are several obtained results. First, digital technology capabilities have a positive and insignificant effect on company performance. Second, digital leadership capability significantly, positively affects digital technology capability and digital marketing capability. Third, digital marketing capability has a positive and significant effect on company performance. Finally, digital leadership capability only has a positive and significant effect on company performance after being mediated by digital marketing capabilities. However, the effect is not significant if it is mediated by digital technology capabilities.
Co-Authors Elidjen Elidjen Erna Bernadetta Sitanggang Firdaus Alamsjah