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ABSTRAKTesis ini bertujuan untuk menguji adanya kausalitas antar risiko perbankan dan
dampaknya terhadap probabilitas kegagalan bank. Penelitian ini menggunakan
data individu perbankan dari 5 negara, seperti Filipina, Indonesia, Malaysia,
Singapura, dan Thailand. Untuk menguji adanya kausalitas dalam risiko
perbankan, dipergunakan VAR-Granger Causality model. Sebagai tambahan,
model regresi OLS dipergunakan untuk menguji dampak dari interaksi antar risiko
ini terhadap probabilitas kegagalan bank. Hasil dari penelitian ini adalah
kausalitas antar risiko kredit dan risiko likuiditas hanya ditemukan di Malaysia.
Sedangkan, kausalitas antar risiko kredit dan risiko tingkat suku bunga ditemukan
di Filipina, Malaysia, Thailand, dan ASEAN. Namun, tidak ditemukan adanya
pengaruh dari interaksi antar risiko ini terhadap probabilitas kegagalan.
Probabilitas kegagalan terbukti kuat dipengaruhi oleh risiko kredit, ukuran bank,
dan produk domestik bruto.
ABSTRACTThis thesis aims to investigate the occurrence of causality in banking risks and its
impact on probability of default. This thesis used individual bank data of five
countries, i.e: Indonesia, Malaysia, Singapore, Thailand, and the Philippine. In
order to investigate the occurrence of causality in banking risks, we used VARGranger
Causality model. In addition, OLS regression models are used to
investigate the impact of this causality on default probability. Results of this study
revealed that the causality between credit risk and liquidity risk only occurred in
the Philippine, Malaysia, Thailand, and all banks in ASEAN. However, the impact
of the interaction between banks risk on default probability is not significant.
Furthermore, credit risk, bank size, and gross domestic product are significantly
impact probability of default, This thesis aims to investigate the occurrence of causality in banking risks and its
impact on probability of default. This thesis used individual bank data of five
countries, i.e: Indonesia, Malaysia, Singapore, Thailand, and the Philippine. In
order to investigate the occurrence of causality in banking risks, we used VARGranger
Causality model. In addition, OLS regression models are used to
investigate the impact of this causality on default probability. Results of this study
revealed that the causality between credit risk and liquidity risk only occurred in
the Philippine, Malaysia, Thailand, and all banks in ASEAN. However, the impact
of the interaction between banks risk on default probability is not significant.
Furthermore, credit risk, bank size, and gross domestic product are significantly
impact probability of default]