2022
DOI: 10.3390/ijfs10020044
|View full text |Cite
|
Sign up to set email alerts
|

ICT as a Key Determinant of Efficiency: A Bootstrap-Censored Quantile Regression (BCQR) Analysis for Vietnamese Banks

Abstract: There is evidence that ICT developments can improve bank efficiency and performance. Previous studies often employ data envelopment analysis (DEA) to first examine bank performance and then use a second-stage regression to explain the influences of other environmental factors, including ICT, on such efficiency. Since DEA efficiency scores are bounded between the (0, 1] intervals, Tobit and truncated regressions are commonly used in this stage. However, none has accounted for the skewness characteristic of DEA … Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
3
1
1

Citation Types

2
10
0

Year Published

2022
2022
2024
2024

Publication Types

Select...
8

Relationship

1
7

Authors

Journals

citations
Cited by 13 publications
(12 citation statements)
references
References 76 publications
2
10
0
Order By: Relevance
“…Over a period from 2009 to 2014 and using fixed and random effect models, they find that internet banking positively impacts bank profitability. These results are similar to those of Le et al, (2022) who sought to examine the impact of ICT development on the operational efficiency of the banking sector in Vietnam, over the period 2007-2019. They find that the contribution of ICTs to banks is positive, as they positively influence the efficiency of Vietnamese banks.…”
Section: Review Of Empirical Literaturesupporting
confidence: 82%
“…Over a period from 2009 to 2014 and using fixed and random effect models, they find that internet banking positively impacts bank profitability. These results are similar to those of Le et al, (2022) who sought to examine the impact of ICT development on the operational efficiency of the banking sector in Vietnam, over the period 2007-2019. They find that the contribution of ICTs to banks is positive, as they positively influence the efficiency of Vietnamese banks.…”
Section: Review Of Empirical Literaturesupporting
confidence: 82%
“…One may also extend our study to a larger sample (e.g. using the BankScope database), different profitability and performance measurements such as technical or cost efficiency (Boubaker et al, 2022;Le et al, 2022b), and to other advanced methodologies such as the auto-regressive distributed lag (ARDL) with structural break, Bayesian or machine learning (Haans et al, 2016;Preciado Arreola et al, 2020;Zhao et al, 2020;Thaker et al, 2021). We look forward to such studies contributing to the literature on ESG and bank performance amid the COVID-19 pandemic.…”
Section: Discussionmentioning
confidence: 94%
“…Since the COVID-19 is an ongoing issue, and because of the data availability constraint (e.g., we could not collect data on bank ownership, or data on GDP and inflation were not available after 2020), we expect that future research could provide a more comprehensive analysis to strengthen our findings. One may also extend our study to a larger sample (e.g., using the BankScope database), different profitability and performance measurements such as technical or cost efficiency (Boubaker et al, 2022;Le et al, 2022b), and other advanced methodologies such as the auto-regressive distributed lag (ARDL) with structural break, Bayesian or machine learning (Haans et al, 2016;Preciado Arreola et al, 2020;Zhao et al, 2020;Thaker et al, 2021). We look forward to such studies contributing to the literature on ESG and bank performance amid the COVID-19 pandemic.…”
Section: Discussionmentioning
confidence: 95%
See 1 more Smart Citation
“…Profitability and revenue heterogeneity are connected, claimed by Sanya and Wolfe (2011). According to Saunders et al (2014), bank income diversification increases US banks' PRO and decreases their risk of failing (Le et al, 2022). Based on the above factors, following hypothesis was framed.…”
Section: Profitabilitymentioning
confidence: 99%