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Penelitian ini bertujuan untuk menganalisa seberapa besar pengaruh efisiensi perusahaan perbankan terhadap imbal hasil saham perusahaan tersebut pada periode 2015–2018. Sampel yang digunakan dalam penelitian ini adalah 12 bank umum konvensional yang terdaftar di Bursa Efek Indonesia. Metode yang digunakan untuk mengukur efisiensi bank dalam penelitian adalah metode Data Envelopment Analysis (DEA). Sedangkan metode Common Effect Model/CEM digunakan untuk menganalisis pengaruh efisiensi bank tersebut terhadap imbal hasil saham.

Hasil penelitian menunjukkan bahwa 12 bank umum konvensional selama 2015–2018 cukup efisien. Tahun 2015 ke 2016, rata–rata score efisiensi mengalami penurunan. Rata–rata nilai skor efisiensi dari tahun 2016 hingga 2018 terjadi peningkatan dari tahun ke tahun. Hasil penelitian lainnya menunjukkan bahwa score efisiensi bank, yang diperoleh dari pendekatan DEA, tidak berpengaruh secara signifikan terhadap imbal hasil saham bank.

 

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This study aims to analyze bank efficiency and how much it determine stock return on banks stock return in Indonesia for 2015-2018 period. The sample of this study is 12 conventional commercial banks listed on the Indonesia Stock Exchange. The method used to measure bank efficiency is the non-parametric Data Envelopment Analysis (DEA) method. The Common Effect Model (PLS) method is used to determine the effect of bank efficiency on stock return.

The results showed that 12 conventional commercial banks during 2015–2018 were adequately efficient. From 2015 to 2016, the average efficiency score decreased. The average efficiency score from 2016 to 2018 has increased year-on-year. Other research results indicate that the bank efficiency score, which is obtained from the DEA approach, does not have a significant effect on bank stock return.

 

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"Penelitian ini bertujuan untuk melihat pengaruh diversifikasi kredit terhadap risiko kredit, efisiensi, dan kapitalisasi bank. Data yang digunakan merupakan data panel yang terdiri dari 20 bank umum konvensional yang terdaftar di Bursa Efek Indonesia periode 2007-2011. Metode penelitian menggunakan Fixed-Effect Model dan Random-Effect Model. Hasil dari penelitian ini menunjukkan bahwa diversifikasi kredit secara signifikan berpengaruh positif terhadap risiko kredit dan efisiensi serta berpengaruh negatif terhadap kapitalisasi. Hal tersebut menunjukkan bahwa diversifikasi kredit meningkatkan risiko kredit, meningkatkan efisiensi bank, dan menurunkan kapitalisasi bank.

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The aim of this paper is to analyze how loan diversification affects credit risk, efficiency, and capitalization of commercial banks. Employing panel data from 20 conventional commercial banks listed in Indonesia Stock Exchange during year 2007-2011, this research was conducted using Fixed-Effect Model and Random- Effect Model. Result obtained from the research showed that loan diversification positively significant affects credit risk and bank efficiency, and negatively significant affects bank capitalization. It implies that loan diversification increase the risk faced by banks, increase bank efficiency, and decrease bank capitalization."

"ABSTRAKHadirnya teknologi baru seperti block chain, artificial intelligence, dan lainnya membawa kemunculan perusahaan fintech pada industry keuangan yang memainkan peran serupa seperti retail banks yaitu consumer banking. Penelitian ini membahas pengaruh fintech terhadap imbal hasil saham retail banks yang terdaftar di Bursa Efek Indonesia periode 2016-2018. Sebagai variable independen, fintech diproksikan sebagai fintech funding frequency atau frekuensi pendanaan fintech dan fintech funding value atau nilai pendanaan fintech. Penelitian ini adalah penelitian kuantitatif dengan data bulanan dari Januari 2016 hingga Oktober 2018. Data fintech funding diperoleh dari situs Crunchbase, sementara data imbal hasil saham diperoleh dari situs Investing. Dengan menggunakan data panel dan model Fama French 3 Factors, penelitian ini menemukan bahwa tidak terdapat pengaruh fintech terhadap imbal hasil saham retail banks yang terdaftar di Bursa Efek Indonesia periode 2016-2018.

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ABSTRACTNew technology such as block chain, artificial intelligence, and others lead to the emergence of fintech companies playing the same role as retail banks, which is consumer banking, on financial industry. This research examines the effect of the effect of fintech on retail banks stock return listed in Indonesia Stock Exchange for the period 2016-2018. Fintech as independent variable is proxied by fintech funding frequency and fintech funding value. This research is a conducted quantitatively with monthly data from January 2016 to October 2018. Fintech funding data is obtained from Crunchbase, while stock return data is obtained from Investing. By using panel data study and Fama French 3 Factors model, this research found no effect of fintech on retail banks stock return listed in Indonesia Stock Exchange for the period 2016-2018."

"Penelitian ini bertujuan untuk melihat pengaruh diversifikasi kredit dalam sektor ekonomi terhadap return dan resiko bank. Peneliti menggunakan data panel yang terdiri dari 24 bank umum konvensional yang terdaftar di Bursa Efek Indonesia periode 2011-2015. Model yang digunakan dalam melihat diversifikasi yaitu model Hirshmann-Herfindahl Index HHI dan Shanon Entropy SE. Sedangkan, untuk melihat return dan resiko digunakan ROA dan NPL bank. Hasil penelitian menunjukkan bahwa diversifikasi kredit tidak berpengaruh terhadap return dan tidak berpengaruh terhadap resiko. Hal tersebut menunjukkan bahwa diversifikasi bank tidak mempengaruhi return dan resiko.

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The purpose of this research to see the effect of credit diversification in the economic sector on the bank return and risk. This research used panel data consist of 24 conventional commercial bank listed on Indonesia Stock Exchange period 2011 2015. The main models used in the diversification view are Hirshmann Herfindahl Index HHI and Shanon Entropy SE . Meanwhile, to see the return and risk used ROA and NPL. The result showed that credit diversification did not affect return and risk. This show that credit diversification does not affect returns and risks."

"[ABSTRAKTujuan penelitian ini adalah untuk mengetahui pengaruh Ukuran Bank (LNA), Capital Adequacy Ratio (CAR), Loans/Total Assets (LA), Loans Loss Provision (LLP), Liquid Assets/Total Assets (LQD), Deposits/Total Assets (DP), Net Interest Margin (NIM), Non Interest Income (NII) terhadap profitabilitas Bank Umum Konvensional yang terdaftar di Bursa Efek Indonesia dengan indikator ROA dan ROE periode 2005-2013. Data yang digunakan dalam penelitian ini diperoleh dari laporan tahunan bank yang dipublikasikan di Bank Indonesia dengan sampel 20 Bank Umum Konvensional. Penelitian ini menggunakan model regresi linierberganda. Hasil dari penelitian ini menunjukkan bahwa ada pengaruh signifikanLNA, LA, LLP dan NIM terhadap ROA, namun CAR, LQD, DP dan NII tidak berpengaruh signifikan terhadap ROA. Sementara ada pengaruh signifikan LNA, LA, LLP, LQD dan NIM terhadap ROE, namun CAR, DP dan NII tidak berpengaruh signifikan terhadap ROE.

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ABSTRACTThe purposes of this research is to know the influence of Bank Size (LNA), Capital Adequacy Ratio (CAR), Loans/Total Assets (LA), Loans Loss Provision (LLP), Liquid Assets/Total Assets (LQD), Deposits/Total Assets (DP), Net Interest Margin (NIM), Non Interest Income (NII) to profitability of Conventional Commercial Banks listed in Indonesia Stock Exchange by using Return on Assets and Return on Equity period 2005-2013. The data used in this study were obtain from the bank’s annual financial report which published in Bank Indonesia official website with sample of 20 Conventional Commercial Bank’s. This research using linear regression method. This result from this research indicate that LNA, LA, LLP and NIM havesignificant influence with ROA but CAR, LQD, DP and NII have unsignificant influence with ROA. While LNA, LA, LLP, LQD and NIM have significant influence with ROE but CAR, DP and NII have unsignificant influence with ROE.;The purposes of this research is to know the influence of Bank Size (LNA), CapitalAdequacy Ratio (CAR), Loans/Total Assets (LA), Loans Loss Provision (LLP),Liquid Assets/Total Assets (LQD), Deposits/Total Assets (DP), Net Interest Margin(NIM), Non Interest Income (NII) to profitability of Conventional CommercialBanks listed in Indonesia Stock Exchange by using Return on Assets and Return onEquity period 2005-2013. The data used in this study were obtain from the bank’sannual financial report which published in Bank Indonesia official website withsample of 20 Conventional Commercial Bank’s. This research using linear regressionmethod. This result from this research indicate that LNA, LA, LLP and NIM havesignificant influence with ROA but CAR, LQD, DP and NII have unsignificantinfluence with ROA. While LNA, LA, LLP, LQD and NIM have significantinfluence with ROE but CAR, DP and NII have unsignificant influence with ROE., The purposes of this research is to know the influence of Bank Size (LNA), CapitalAdequacy Ratio (CAR), Loans/Total Assets (LA), Loans Loss Provision (LLP),Liquid Assets/Total Assets (LQD), Deposits/Total Assets (DP), Net Interest Margin(NIM), Non Interest Income (NII) to profitability of Conventional CommercialBanks listed in Indonesia Stock Exchange by using Return on Assets and Return onEquity period 2005-2013. The data used in this study were obtain from the bank’sannual financial report which published in Bank Indonesia official website withsample of 20 Conventional Commercial Bank’s. This research using linear regressionmethod. This result from this research indicate that LNA, LA, LLP and NIM havesignificant influence with ROA but CAR, LQD, DP and NII have unsignificantinfluence with ROA. While LNA, LA, LLP, LQD and NIM have significantinfluence with ROE but CAR, DP and NII have unsignificant influence with ROE.]"

"Selama masa pandemi covid-19, banyak sektor ekonomi terdampak penyebaran pandemi covid-19 termasuk perbankan. Penelitian ini mencoba untuk meneliti dampak pandemi, faktor spesifik banks dan faktor makroekonomi terhadap stabilitas bank umum konvensional yang terdaftar di Bursa Efek Indonesia. Fator spesifik bank pada penelitian ini berfokus pada ukuran bank dan rasio kecukupan modal sebagai variabel independen. Adapun faktor makroekonomi pada penelitian ini adalah tingkat pertumbuhan domestik bruto (PDB). Sedangkan dampak pandemi covid-19 dikuantifikasi dengan variabel dummy. Penelitian ini menggunakan model penelitian regresi data panel dengan menggunakan data yang berasal dari laporan keuangan Bank Umum Konvensional yang terdaftar di Bursa Efek Indonesia pada periode 2018-2021. Penelitian ini menemukan bahwa stabilitas bank secara signifikan lebih rendah pada periode pandemi dibandingkan sebelum pandemi. Adapun penelitian juga menyimpulkan bahwa rasio kecukupan modal, dan ukuran bank berpengaruh positif signifikan terhadap stabilitas bank. Sedangkan pertumbuhan PDB cenderung berkorelasi negatif terhadap stabilitas bank. Diharapkan pada penelitian selanjutnya dapat memperbanyak sampel penelitian dan dapat melakukan analisis yang lebih mendalam terkait dampak pandemi covid-19 terhadap stabilitas bank.

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During the Covid-19 pandemic, many economic sectors were affected by the spread of the Covid-19, including banking. This research attempts to examine the impact of the pandemic, bank’s specific factors and macroeconomic factors on the stability of conventional commercial banks listed on the Indonesia Stock Exchange. The bank’s specific factors in this study focus on bank size and capital adequacy ratio as independent variables that affect bank stability. The macroeconomic factor in this study is the gross domestic product (GDP) growth rate. Meanwhile, the impact of the Covid-19 pandemic is quantified using a dummy variable. This study uses a panel data regression research model on the data from financial statements of Conventional Commercial Banks listed on the Indonesia Stock Exchange in 2018-2021. This study finds that bank’s stability in pandemic period is significantly lower than before pandemic period. This study also finds that capital adequacy ratio, and bank’s size have a significant positive effect on bank stability. Meanwhile GDP growth has significant negative effects on bank stability. Hopefully the future research can increase the number of research samples and conduct a more in-depth analysis regarding the impact of the COVID-19 pandemic on bank stability."

"Penelitian ini bertujuan untuk menganalisis tingkat efisiensi Bank Umum Konvensional yang tercatat di Bursa Efek Indonesia (BEI) dengan menggunakan tiga pendekatan, yaitu pendekatan intermediasi, produksi dan profit. Penelitian ini membagi bank-bank umum konvensional berdasarkan kepemilikannya dan menggunakan analisis non-parametrik Data Envelopment Analysis (DEA) untuk menganalisis tingkat efisiensi bank, Penelitian ini melakukan uji Kruskal Wallis untuk mengetahui apakah ada perbedaan efisiensi pada kepemilikan bank. Hasil penelitian menunjukkan bahwa secara umum, ketiga pendekatan di atas menghasilkan nilai efisiensi yang berbeda-beda. Selain itu, nilai efisiensi untuk setiap kategori kepemilikan juga menghasilkan nilai yang berbeda-beda.

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The objective of this study is to analyze the efficiency score of commercial banks which are listed in Indonesian Stock Exchange (IDX) by using three approaches: intermediation, production and profit approach. This study divides banks according to the banks? ownership and measures the banks? efficiency score by using Data Envelopment Analysis (DEA). This research also used Kruskal Wallis test in finding the difference of efficiency in banks? ownership. The results found that, generally, the three approaches reveal different efficiency scores. In addition, the efficiency score is also different for each ownership categories."

"Penelitian ini bertujuan untuk menganalisis pengaruh faktor keuangan bank, faktor makro ekonomi, faktor kebebasan ekonomi dan faktor pasar terhadap spread suku bunga perbankan, khususnya perbankan konvensional. Penelitian ini menggunakan sampel yaitu bank umum konvensional yang terdaftar di Bura Efek Indonesia periode 2013-2017 dan pengujian dilakukan dengan menggunakan model regresi data panel.Hasil penelitian ini menemukan bahwa semua variabel-variabel dari faktor keuangan bank yang digunakan dalam penelitian antara lain Return To Asset Ratio (RTAR), Liquidity Risk (LR), Cost Efficiency Ratio (CER), Risk Aversion (RA) dan Capital Adequacy (CA) signifikan terhadap spread suku bunga (IRS). Sedangkan variabel-variabel yang digunakan untuk mewakili faktor makro ekonomi hanya terdapat dua variabel yang signifikan dari lima variabel yang diuji terhadap spread suku bunga (IRS), yakni variabel Gross Domestic Product (GDP) dan Inflation Rate (IR). Selanjutnya untuk variabel-variabel yang diujikan dari faktor kebebasan ekonomi dan faktor pasar, keseluruhan variabelnya berpengaruh atau signifikan terhadap spread suku bunga (IRS).

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This study aims to analyze the influence of bank financial factors, macroeconomic factors, economic freedom factors and market factors on the spread of bank interest rates, especially conventional banking in Indonesia. This study uses a sample of conventional commercial banks registered in Bura Efek Indonesia in the period 2013-2017 and carried out using a panel data regression model.

The results of this study found that all variables of bank financial factors used in the study included Return To Asset Ratio (RTAR),Liquidity Risk (LR), Cost Efficiency Ratio (CER), Risk Aversion (RA) and Capital Adequacy (CA) significant to interest rate spread (IRS). While the variables used to represent macroeconomic factors there are only two significant variables from the five variables tested against the interest rate spread (IRS), namely the Gross Domestic Product (GDP) and Inflation Rate (IR) variables. Furthermore, for the variables tested from the factors of economic freedom and market factors, the overall variables have an effect or significant effect on the interest rate spread (IRS)."

"Penelitian ini merupakan event study yang bertujuan menganalisis pengaruh holiday efffect terhadap abnormalitas imbal hasil dan abnormalitas volatilitas saham pada sub sektor hotel, restoran, dan pariwisata yang terdaftar di Bursa Efek Indonesia (BEI) periode 2010-2018. Penelitian dilatarbelakangi oleh peningkatan kinerja sub sektor hotel, restoran, dan pariwisata pada masa liburan yang diduga akan mempengaruhi kinerja pasar saham. Penelitian merupakan penelitian kuantitatif dengan memanfaatkan data data serial waktu yaitu imbal hasil harian selama 9 tahun dimulai dari tahun 2010 hingga 2018. Teknik analisis menggunakan pengujian Augmented Dickey Fuller Test, Optimum Lag, Breusch- Godfrey LM Test, Corellogram Test, ARCH LM Test, dan modifikasi persamaan penambahan lag dan penambahan efek ARCH/ GARCH. Hasil menunjukkan bahwa tidak adanya pengaruh signifikan holiday effect terhadap imbal hasil sub sektor hotel, restoran, dan pariwisata yang terdaftar di BEI periode 2010- 2018 meskipun masih ditemukan adanya fenomena di beberapa liburan tertentu. Ditemukan adanya pengaruh signifikan holiday effect terhadap volatilitas/ risiko abnormal pada data imbal hasil saham tersebut. Kesimpulannya, pengaruh holiday effect signifikan terhadap abnormalitas imbal hasil dan abnormalitas volatilitas pada imbal hasil saham pada sub sektor hotel, restoran, dan pariwisata yang terdaftar di BEI periode 2010-2018.

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This research is an event study that analyzes the holiday effect on abnormal return and abnormal volatility of stocks on the hotels, restaurants and tourism sub-sector listed on the Indonesia Stock Exchange (IDX) in 2010-2018. The research is based on the increasing performance of the hotel, restaurant and tourism sub-sectors during the holidays that might affect the stock market performance. The study is a quantitative study using daily return time series data for 9 years starting from 2010 to 2018. The analysis technique includes Augmented Dickey Fuller Test, Optimum Lag, Breusch-Godfrey LM Test, Corellogram Test, ARCH LM Test, modifications and addition of ARCH / GARCH lag effects. The results show that there is no significant holiday effect on the abnormal return of stock listed on the hotel, restaurant and tourism sub-sectors in the Indonesia Stock Exchange in 2010-2018 as a whole but there are significant effects in some particular holidays. There are some significant holiday effects on abnormal volatility on the stock return data. In conclusion, the effect of holidays has a significant effect on abnormal return and abnormal volatility of stock returns on the hotel, restaurant and tourism sub-sectors listed on the Indonesia Stock Exchange in the period 2010-2018."

"ABSTRAKHarga minyak yang berfluktuasi dirasakan kuat mempengaruhi perekonomian negara berkembang yang mengandalkan minyak sebagai sumber energi utama. Hal tersebut membuat informasi harga minyak menjadi penting dalam pertimbangan investor pasar modal. Penelitian ini kemudian ingin menguji apakah terdapat pengaruh berbeda dari pergerakan harga minyak terhadap imbal hasil saham Indonesia dengan memperhatikan sektor, lag, size, dan threshold effect. Hasil penelitian ini menunjukkan bahwa secara umum pergerakan harga minyak tidak berdampak signifikan pada imbal hasil saham namun memperlihatkan arah berbeda pada pengaruh pergerakan harga minyak terhadap imbal hasil tiap sektor. Untuk lag, penelitian ini menunjukkan bahwa terdapat efek lag yang signifikan meskipun hanya terjadi pada beberapa perusahaan. Kemudian terkait size, terdapat pola unik dimana semakin besar size pengaruh pergerakan harga minyak terhadap imbal hasil menjadi negatif signifikan. Sedangkan treshold effect belum dapat dibuktikan terjadi karena variabel threshold turnover rate tidak memiliki dampak yang signifikan dalam memisahkan pengaruh pergerakan harga minyak terhadap imbal hasil.

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ABSTRACTLarge fluctuation of oil price have a strong influence on emerging country economy that is depend on oil as their prior energy source. Thats why oil price information become important to investor. In this research, we examine whether growth oil price have a significant impact on stock return by examining sector, lag, size, and threshold effect. We find that in general, growth oil price have no significant impact on stock return but have a different sign of influence on each sector. There is no significant lag effect although we find it significant on some firm. Then, we find a unique tren that bigger the firm size, growth of oil price give more negative significant effect on return. Last, we find no threshold effect because the turnover rate as a threshold variable have no significant effect to divide the impact of growth oil price on return."