Analisis Efisiensi Bank Perkreditan Rakyat Di Kota Semarang Dengan Pendekatan Data Envolepment Analysis

Septianto, Hendi; Widiharih, Tatik

doi:10.14710/medstat.3.1.41-48

Cited by 7 publications

(10 citation statements)

References 3 publications

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“…(2008) BPRs have been inefficient since 2005 ( Hartono et al., 2008 ). In some regions, the same results are also shown, specifically, efficient BPRs are less than those that are inefficient, such as in Semarang ( Septianto and Widiharih, 2010 ) and Jakarta-Bogor-Depok-Tangerang-Bekasi (JABODETABEK) ( Hartono et al., 2008 ). The average technical efficiency of BPR that is lower than BPRS may be due to the number of cases of fraud in BPR that are very serious ( Rustiarini et al., 2016 ).…”

Section: Findings and Discussionmentioning

confidence: 79%

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Financial performance of rural banks in Indonesia: A two-stage DEA approach

Wasiaturrahma

Sukmana

Ajija

et al. 2020

Heliyon

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This study aims to analyze the efficiency performance of conventional and Islamic rural banks in Indonesia, specifically, Bank Perkreditan Rakyat (BPR) and Bank Pembiayaan Rakyat Syariah (BPRS). Using a DEA approach, the results indicate that both BPR and BPRS are still inefficient in terms of the intermediation role but are efficient in production. Furthermore, the Tobit estimation show that these two efficiency results are positively affected by location and the capital adequacy ratio (CAR). These rural banks operating in cities tend to have a higher level of efficiency than otherwise. Moreover, the higher the capital, the more efficient both Islamic and conventional rural banks in terms of production and intermediation.

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Section: Findings and Discussionmentioning

confidence: 79%

“…(2018) Paramita (2008) Hartono et al. (2008) , and Septianto and Widiharih (2010) . Research which comprehensively analyzes financial performance has indeed been carried out for Islamic and conventional commercial banks such as those conducted by Anwar (2016) .…”

Section: Introductionmentioning

confidence: 98%

Financial performance of rural banks in Indonesia: A two-stage DEA approach

Wasiaturrahma

Sukmana

Ajija

et al. 2020

Heliyon

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“…A DMU has the best ability if the relative efficiency value is 1 or 100%. In contrast, another DMU whose value is below 100%, then the ability is still below the DMU that has been efficient (Septianto & Widiharih, 2010).…”

Section: Methods Analysis Tools and Modelsmentioning

confidence: 94%

“…According to Septianto & Widiharih (2010), the DEA model as a device to measure performance efficiency has at least three advantages compared to other models, such as multiple linear regression models. Advantages from DEA model can measure input and output variables, and not require assuming a functional relationship between the variables measured, and can have different measurement units.…”

Section: Methods Analysis Tools and Modelsmentioning

confidence: 99%

“…Observing SRFB in Semarang City, Septianto & Widiharih (2010) used Data Envelopment Analysis (DEA) and found that the Data Envelopment Analysis Method can provide a picture based on the relative efficiency value of a BPR unit compared to other SRFB in Semarang City so that SRFB can reorganize the operational conditions of SRFB in order to achieve even better performance. In his research, the intermediation approach is used, using input variables: capital, interest costs, and other operating costs, and the output variables include: loan credit income and other operating income.…”

Section: Previous Researchmentioning

confidence: 99%

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Analysis of the Efficiency Level of Sharia Rural Financing Bank (SRFB ) Using Data Envelopment Analysis (DEA)

Mariana

Harun

2020

JISEL

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This research aims to analyze the efficiency level of Sharia Rural Financing Bank (SRFB) in Surakarta. This study used data from four Rural Sharia Banks taken from www.ojk.co.id, which published its annual report. This study conducted input-output variables with the Data Envelopment Analysis (DEA) method as a tool of analysis. The results of the research showed that the SRFB Dana Amanah is indicated as efficient during the 2017 period. The other three are indicated as inefficient in the last quarter. The inefficiency source came from its operational cost and its incapability to get higher output.

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Utilization of Student’s T Distribution to Handle Outliers in Technical Efficiency Measurement

Zulkarnain

Djuraidah

Sumertajaya

et al. 2021

Medstat

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Stochastic frontier analysis (SFA) is the favorite method for measuring technical efficiency. SFA decomposes the error term into noise and inefficiency components. The noise component is generally assumed to have a normal distribution, while the inefficiency component is assumed to have half normal distribution. However, in the presence of outliers, the normality assumption of noise is not sufficient and can produce implausible technical efficiency scores. This paper aims to explore the use of Student’s t distribution for handling outliers in technical efficiency measurement. The model was applied in paddy rice production in East Java. Output variable was the quantity of production, while the input variables were land, seed, fertilizer, labor and capital. To link the output and inputs, Cobb-Douglas or Translog production functions was chosen using likelihood ratio test, where the parameters were estimated using maximum simulated likelihood. Furthermore, the technical efficiency scores were calculated using Jondrow method. The results showed that Student’s t distribution for noise can reduce the outliers in technical efficiency scores. Student’s t distribution revised the extremely high technical efficiency scores downward and the extremely low technical efficiency scores upward. The performance of model was improved after the outliers were handled, indicated by smaller AIC value.

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Analisis Efisiensi Bank Perkreditan Rakyat Di Kota Semarang Dengan Pendekatan Data Envolepment Analysis

Cited by 7 publications

References 3 publications

Financial performance of rural banks in Indonesia: A two-stage DEA approach

Financial performance of rural banks in Indonesia: A two-stage DEA approach

Analysis of the Efficiency Level of Sharia Rural Financing Bank (SRFB ) Using Data Envelopment Analysis (DEA)

Utilization of Student’s T Distribution to Handle Outliers in Technical Efficiency Measurement

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