Revenue efficiency analysis of scheduled commercial banks in a dynamic environment

2015 ◽  
Vol 8 (2) ◽  
pp. 184-210 ◽  
Author(s):  
Aparna Bhatia ◽  
Megha Mahendru
Keyword(s):  
Commercial Banks ◽  
Banking Sector ◽  
Allocative Efficiency ◽  
Empirical Work ◽  
Dynamic Environment ◽  
Specific Reference ◽  
Content Type ◽  
Customer Base ◽  
Public Sector Banks ◽  
Revenue Efficiency

Purpose – The paper aims to analyze the revenue efficiency (RE) of Scheduled Commercial Banks in India. The study also determines the nature of Return to Scale (RTS) of banks and thereby identifies the leaders and laggards in the Indian Banking Sector. Design/methodology/approach – RE of banks is calculated by using the non-parametric approach, namely, data envelopment analysis. Further, the efficiency scores are decomposed into technical and allocative efficiency. Findings – Public Sector Banks have higher RE as compared to their counterparts in private and foreign sectors. The choice of operating on incorrect scale is identified as the primary reason of inefficiency. It is suggested that banks should expand their business by opening new branches and also try to increase their customer base. Overall, it is seen that trends in RE are somewhat affected by the dynamism in the environment along with the bank-specific factors. Originality/value – With specific reference to India, less empirical work has been carried out with respect to RE. None of the studies has identified that revenue inefficiency is caused either by mispricing of outputs or giving wrong choice of outputs.

Cost efficiency analysis of scheduled commercial banks: empirical evidence from India

2018 ◽  
Vol 37 (7) ◽  
pp. 586-602
Author(s):  
Aparna Bhatia ◽  
Megha Mahendru
Keyword(s):  
Cost Efficiency ◽  
Commercial Banks ◽  
Banking Sector ◽  
Global Financial Crisis ◽  
Allocative Efficiency ◽  
Specific Reference ◽  
Tobit Regression ◽  
Content Type ◽  
Cost Inefficiency ◽  
Indian Banks

Purpose The purpose of this paper is to analyze and evaluate cost efficiency (CE) scores of Indian Scheduled Commercial Banks (SCBs) in India over a period of 22 years, i.e. 1991–1992 to 2012–2013. Design/methodology/approach Data envelopment analysis (DEA) – a non-parametric approach is used to calculate efficiency scores of banks. Further the efficiency scores are decomposed into technical and allocative efficiency. The differences in the efficiency scores across ownership as well as across reformatory and post-reformatory era are examined by applying Panel Tobit Regression. Findings The paper also identifies the reason for cost inefficiency among Indian banks. In addition, the nature of their return to scale of all SCBs has also been evaluated. The results of the paper depict that Indian SCBs have never achieved full CE score of 1 in any of the years of study. The dominant reason identified behind cost inefficiency is allocative inefficiency. Surprisingly, the results also highlight that SCBs exhibit higher CE scores in reformatory era as compared to the post-reformatory era. Originality/value With specific reference to India, even lesser literature is found on CE. Indian banking sector has witnessed many changes on account of liberalization, privatization and globalization (LPG). Before banks adapted to the new environment, the global financial crisis acted as a fuel to fire affecting the performance of banks. Thus, a reassessment over a longer period would help to know a wholistic view of the issue of cost inefficiency, which has always been a troubling factor for Indian banks.

Assessment of revenue efficiency of Indian scheduled commercial banks

2018 ◽  
Vol 60 (6) ◽  
pp. 1234-1254
Author(s):  
Aparna Bhatia ◽  
Megha Mahendru
Keyword(s):  
Commercial Banks ◽  
Design Methodology ◽  
Empirical Work ◽  
Specific Reference ◽  
Data Envelopment ◽  
Parametric Approach ◽  
Tobit Regression ◽  
Content Type ◽  
Revenue Efficiency ◽  
Better Than

Purpose This paper aims to endeavour to assess revenue efficiency (RE) scores of Scheduled Commercial Banks operating in India. Differences in RE are studied across varying ownership as well. The study also determines the nature of return to scale of Indian SCBs as whole as well as classified across ownership. Number of banks operating as leaders and laggards has also been calculated. Design/methodology/approach RE of banks is calculated by using the non-parametric approach, namely, data envelopment analysis (DEA). Further, the differences in the efficiency scores are examined by applying Panel Tobit Regression. Findings The results of DEA suggest that none of the banks has ever achieved full RE score of 1 in any of the years under study. An inconsistent pattern of RE is seen. Private sector banks have performed better than their counterparts in public and foreign sector. Maximum number of banks operating on decreasing return to scale are from public sector, and the highest number of banks operating on constant return to scale belong to Foreign Sector. More number of banks operates as laggards in the Indian financial system. Thus, there still exists room for improvement for banks in all sectors. Originality/value With specific reference to India, less empirical work has been carried out with respect to RE. As only two studies so far from the literature are available that consider RE exclusively, namely, Ram Mohan and Ray (2004) and Bhatia and Mahendru (2015). However, Ram Mohan and Ray (2004) considered only the reformatory phase, whereas Bhatia and Mahendru (2015) analyzed the performance for specific points of time only. None of the study has been able to give any concrete findings according to sector-wise performance of banks in terms of RE parameters.

Cost, revenue and profit efficiency analysis of Indian scheduled commercial banks

2017 ◽  
Vol 59 (3) ◽  
pp. 442-462 ◽  
Author(s):  
Megha Mahendru ◽  
Aparna Bhatia
Keyword(s):  
Public Sector ◽  
Commercial Banks ◽  
Empirical Work ◽  
Specific Reference ◽  
Profit Efficiency ◽  
Content Type ◽  
Output Synchronization ◽  
Efficiency Performance ◽  
Private And Public ◽  
The Cost

Purpose This paper aims to analyze the cost, revenue and profit efficiency performance of Indian scheduled commercial banks. The study also determines differences if any related to efficiency among banks on the basis of ownership pattern. Design/methodology/approach Cost, revenue and profit efficiency of banks is calculated by using the non-parametric approach, namely, data envelopment analysis. Further, the differences in the efficiency scores are examined by applying analysis of variance. Findings Indian scheduled commercial banks have not been able to maintain their input-output synchronization in terms of cost, revenue and profits in the year 2012-2013. Foreign sector banks have higher cost and profit efficiency as compared to their counterparts in private and public sector, whereas public sector banks are found to have been more revenue efficient. Originality/value With specific reference to India, less empirical work has been carried out with respect to cost, revenue and profit efficiency. None of the studies have evaluated the sector-wise performance of banks in terms of all three efficiency parameters.

scholarly journals Cost Efficiency Vis-à-Vis Revenue Efficiency Analysis of Indian Scheduled Commercial Banks in a Dynamic Environment

2021 ◽  
Vol 29 (02) ◽  
pp. 53-72
Author(s):  
Aparna Bhatia ◽  
◽  
Megha Mahendru ◽  
Keyword(s):  
Public Sector ◽  
Private Sector ◽  
Cost Efficiency ◽  
Commercial Banks ◽  
Dynamic Environment ◽  
Public Sector Banks ◽  
Significant Difference ◽  
Cost Efficient ◽  
The Cost ◽  
Revenue Efficiency

The paper endeavours to analyze Cost Efficiency vis-à-visRevenue Efficiency of Scheduled Commercial Banks (SCBs) as well as across ownership in India. Data Envelopment Analysis (DEA) has been employed to calculate the efficiency scores of SCBs over five points of time i.e. 2000-01, 2004-05, 2008- 09, 2012-13 and 2016-17. The differences in the efficiency scores are examined by applying Analysis of Variance (ANOVA). The results of Cost and Revenue Efficiency of Indian Scheduled Commercial Banks highlight that the highest level of inefficiency subsist on the cost side as Scheduled Commercial Banks have higher Revenue Efficiency scores in comparison to Cost Efficiency scores. Cost Efficiency across ownership shows that Public Sector Banks have higher Cost Efficiency in 2000-01. Private Sector Banks are cost efficient in 2004-05 while Foreign Sector Banks show higher Cost Efficiency scores in 2008-09, 2012-13 and 2016-17. Revenue Efficiency scores shows that Public Sector Banks have higher scores as compared to Private and Foreign Sector Banks in the 2000-01 and 2004-05. Foreign Sector Banks are revenue efficient in 2008-09 and 2016-17 with Private Sector Banks taking the lead in 2012-13. The results of ANOVA reveal that there exists a statistically significant difference in Cost Efficiency and Revenue Efficiency among banks in different sectors over different points of time.

Shadow banking from China's perspective: an empirical analysis of bank-issued wealth management products

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Syed Mehmood Raza Shah ◽  
Qiang Fu ◽  
Ghulam Abbas ◽  
Muhammad Usman Arshad
Keyword(s):  
Commercial Banks ◽  
Fixed Effects ◽  
Banking Sector ◽  
Balance Sheet ◽  
Estimation Method ◽  
Least Square ◽  
Shadow Banking ◽  
Content Type ◽  
Wealth Management ◽  
Chinese Banks

PurposeWealth Management Products (WMPs) are the largest and most crucial component of China's Shadow banking, which are off the balance sheet and considered as a substitute for deposits. Commercial banks in China are involved in the issuance of WMPs mainly to; evade the regulatory restrictions, move non-performing loans away from the balance sheet, chase the profits and take advantage of yield spread (the difference between WMPs yield and deposit rate).Design/methodology/approachIn this study, the authors investigate what bank related characteristics and needs; influenced and prompted the issuance of WMPs. By using a quarterly panel data from 2010 to 2019, this study performed the fixed effects approach favored by the Hausman specification test, and a feasible generalized least square (FGLS) estimation method is employed to deal with any issues of heteroscedasticity and auto-correlation.FindingsThis study found that there is a positive and significant association between the non-performing loan ratio and the issuance of WMPs. Moreover, profitability and spread were found to play an essential role in the issuance of WMPs. The findings of this study suggest that WMPs are issued for multi-purpose, and off the balance sheet status of these products makes them very lucrative for regulated Chinese commercial banks.Research limitations/implicationsNon-guaranteed WMPs are considered as an item of shadow banking in China, as banks do not consolidate this type of WMPs into their balance sheet; due to that reason, there is no individual bank data available for the amount of WMPs. The authors use the number of WMPs issued by banks as a proxy for the bank's exposure to the WMPs business.Practical implicationsFrom a regulatory perspective, this study helps regulators to understand the risk associated with the issuance of WMPs; by providing empirical evidence that Chinese banks issue WMPs to hide the actual risk of non-performing loans, and this practice could mislead the regulators to evaluate the bank credit risk and loan quality. This study also identifies that Chinese banks issue WMPs for multi-purpose; this can help potential investors to understand the dynamics of WMPs issuance.Originality/valueThis research is innovative in its orientation because it is designed to investigate the less explored wealth management products (WMPs) issued by Chinese banks. This study's content includes not only innovation but also contributes to the existing literature on the shadow banking sector in terms of regulatory arbitrage. Moreover, the inclusion of FGLS estimation models, ten years of quarterly data, and the top 30 Chinese banks (covers 70% of the total Chinese commercial banking system's assets) make this research more comprehensive and significant.

scholarly journals Editorial

2007 ◽  
Vol 6 (2) ◽  
pp. v-vi
Author(s):  
Leena James
Keyword(s):  
Information Technology ◽  
Public Sector ◽  
Social Movement ◽  
Banking Sector ◽  
Work Process ◽  
The Public ◽  
Customer Base ◽  
Public Sector Banks ◽  
National Bank ◽  
The Impact

The eleventh issue of Ushus brings to you a wide variety of scholarly articles encompassing socio-economic and managerial issues. The first paper "Information technology and banking sector with reference to customer satisfaction" focuses on the impact of automation of the public sector banks as per the reflections of the bank officials and the customers. The crest of the article lies in the fact that the customers are being able to keep abreast with the exchange of automation in the modern banking practices and the survey brings out their perception towards it and throws some light on the effective ways to deal with this crisis. The study concludes with the analytical results that public sector bank customers have a positive inclination towards technological upgradation but the banks need to be more flexible in their work process and focus on marketing themselves in order to entrap a larger customer base. The paper titled "Administration of micro-credit by national bank" talks about the successful micro-finance initiatives taken by NABARD how aptly they had been implemented and evolved as a sustainable social movement over a decade now.

TymeBank: digital disruption in SA’s banking sector

2021 ◽  
Vol 11 (2) ◽  
pp. 1-32
Author(s):  
Boris Urban ◽  
Stephanie Althea Townsend
Keyword(s):  
Success Factors ◽  
Banking Sector ◽  
Business Students ◽  
Chief Executive ◽  
Corporate Entrepreneurship ◽  
Content Type ◽  
Customer Base ◽  
Academic Level ◽  
The Face ◽  
Digital Disruption

Learning outcomes Amongst others, these are that students should be able to: identify key components of corporate entrepreneurship; assess the role of technology innovation in terms of creating a competitive advantage; appreciate how an entrepreneurial orientation is related to innovation and growth; and make an informed decision regarding key success factors in influencing growth and sustainability. Case overview/synopsis TymeBank became the first fully branchless, digital bank in South Africa when it launched in February 2019. Since then, the bank’s customer base had grown beyond expectation, but the market had also become more competitive, as new digital banks opened for business and traditional banks expanded their range of digital offerings. The case situates the chief executive officer, Tauriq Keeran, in November 2019, considering how whether the bank was doing enough to grow, in the face of this competition. Complexity academic level Master’s level business students, as well as entrepreneurship, innovation and digital business at both undergraduate and postgraduate level. Supplementary materials Teaching Notes are available for educators only. Subject code CSS 3: Entrepreneurship.

scholarly journals A meta-crisis banking efficiency study in the MENA region

2020 ◽  
Vol 11 (9) ◽  
pp. 2087-2112
Author(s):  
Ioannis Anagnostopoulos ◽  
Emmanouil Noikokyris ◽  
George Giannopoulos
Keyword(s):  
Empirical Work ◽  
Efficiency Index ◽  
Islamic Banking ◽  
Islamic Banks ◽  
Gulf Region ◽  
Bank Efficiency ◽  
Content Type ◽  
Conventional Banks ◽  
The Cost ◽  
Revenue Efficiency

Purpose The purpose of this paper is to comparatively examine the cost and the overlooked revenue efficiency of Islamic and commercial banks in the aftermath of the crisis, operating in nine MENA-based countries during the 2010-2017 financial period, where the established empirical work is relatively limited. The authors also update the research where they use recent data sets and they provide for a targeted, structured literature review pre- and post-crisis in the Gulf region. Design/methodology/approach The authors examine cost and revenue efficiency of 25 major Islamic banks (IBs) and 25 major conventional banks (CBs). They conduct tests on the determinants of such variables. In the first stage of the analysis, they measure efficiency by using the data envelopment analysis (DEA) technique. The analysis performs regressions where these also reveal that the bank efficiency index is influenced by various bank type-specific attributes. It also seems that tighter restrictions on bank activities are negatively associated with bank efficiency. Second stage analysis, which accounts for banking environment and bank-level characteristics, confirms these results. Findings Conventional banks are both more cost and revenue efficient than Islamic banks over the period under examination. The analysis also reveals that the bank efficiency index is influenced by bank-type attributes. Greater presence of fixed capital resources has positive effects on growth in both Islamic and conventional banking. The major constraints impeding Islamic banking growth include labour costs. The authors examine whether and how bank-type orientation affects the cost and revenue efficiency of conventional and Islamic banks. They find that post-crisis Islamic banks underperform their conventional counterparts on both accounts within a mixed banking system. Research limitations/implications This study did not include comparative data before the 2008 financial crisis. There is also a great deal of heterogeneity among Islamic banks in the samples that have been examined here and by other researchers and the constructed efficiency scores should be interpreted cautiously as divergent Islamic banks are pooled in the same samples. Practical implications This study identified factors that may help bank managers to improve their financial outlook by controlling revenue and cost efficiency profitability. These factors could as well help to understand how some indicators affect both cost and revenue efficiency, particularly in Islamic banking. It also seems that tighter restrictions on Islamic bank activities are negatively associated with bank efficiency. Islamic banks that directly compete with their conventional counterparts in the aftermath of the crisis are less efficient on both the cost and revenue frontiers. They are potentially hindered by the differential regulations of supervising authorities in dual banking systems. Social implications The authors provide recommendations regarding regulatory and other issues that are relevant to Islamic banking and further research is suggested. Findings are relevant to a variety of stakeholders (managers, policymakers and regulators). Islamic banking authorities could re-examine the benefits of partially moving to a more standardized/conventional system of banking by lifting some trading restrictions. In addition, developing and maintaining managerial skills is an indispensable instrument for the long-term endurance of any system. A related aspect is thus an effort to determine the holistic efficiency (including managerial) of Islamic banks as a guide for policymakers to improve managerial performance. Originality/value There is relatively limited empirical work that investigates the efficiency between Islamic and conventional banking in the aftermath of the crisis in the Gulf region despite the growing importance of this region on political and economic levels. The authors also examine the revenue efficiency measure often under-researched in the literature and particularly important for comparative studies. Overseas-owned banks have attained much higher infiltration levels in middle-eastern countries over the past decade. It has also been suggested that market penetration differences may also be related to bank efficiency concerns among countries and their financial systems as opposed to types of banks.

Determinants of co-creation in banking services

2017 ◽  
Vol 35 (2) ◽  
pp. 187-204 ◽  
Author(s):  
Emerson Wagner Mainardes ◽  
Aridelmo Teixeira ◽  
Paula Cristina da Silveira Romano
Keyword(s):  
Risk Assessment ◽  
Banking Sector ◽  
Empirical Work ◽  
Positive Association ◽  
Investment Banks ◽  
Content Type ◽  
Customer Perceptions ◽  
Service Production ◽  
Retail Banks ◽  
The Relationship

Purpose The purpose of this paper is to identify the factors that favor the activity of co-creation with customers in the banking sector. The way in which consumers co-create with banking organizations was also examined. Design/methodology/approach The “dialogue, access, risk and transparency” model was employed with the variables dialogue, access, risk assessment and transparency, as per Prahalad and Ramaswamy (2004). The final data sample accounted for 265 clients of a large Brazilian bank and multiple linear regression was used to analyze the data. Findings The results indicated a significant and positive association with access, risk assessment and transparency when the bank co-created with these clients. Dialogue did not appear significantly affect to the co-creative process between clients and the bank. Research limitations/implications The study was conducted with customers of only one major Brazilian bank. The authors recommend that the same study is conducted in other retail banks, investment banks and smaller banks, with a specialized focus. Limitations notwithstanding, the outstanding findings of this research relate to customer perceptions, which, it should be noted, do not necessarily reflect the totality of the relationship between client and bank. Originality/value Understanding co-creation in the banking sector is a new learning perspective on consumer behavior and interactions within the service production process. The justification and relevance of this study derive from the construction of this knowledge and the scarcity of empirical work in this area.

Market structure-performance hypothesis in Kenyan banking industry

2015 ◽  
Vol 10 (4) ◽  
pp. 697-710 ◽  
Author(s):  
Solomon W. Giorgis Sahile ◽  
Daniel Kipkirong Tarus ◽  
Thomas Kimeli Cheruiyot
Keyword(s):  
Market Structure ◽  
Market Efficiency ◽  
Market Share ◽  
Commercial Banks ◽  
Banking Sector ◽  
Banking Industry ◽  
Developing Economies ◽  
Market Concentration ◽  
Bank Performance ◽  
Content Type

Purpose – The purpose of this paper is to test market structure-performance hypothesis in banking industry in Kenya. Specifically, the structure-conduct-performance (SCP) and market efficiency hypotheses were examined to determine how market concentration and efficiency affect bank performance in Kenya. Design/methodology/approach – The study used secondary data of 44 commercial banks operating from 2000 to 2009. Three proxies to measure bank performance were used while market concentration and market share were used as proxies for market structure. Market concentration was measured using two concentration measures; the concentration ratio of the four largest banks (CR4) and Herfindahl-Hirschman Index, while market share was used as a proxy for efficiency. The study made use of generalized least square regression method. Findings – The empirical results confirm that market efficiency hypothesis is a predictor of firm performance in the banking sector in Kenya and rejects the traditional SCP hypothesis. Thus, the results support the view that efficient banks maximize profitability. Practical implications – The study provides insights into the role of efficiency in enhancing profitability in commercial banks in Kenya. It has managerial implication that profitable banks ought to be efficient and dispels the notion of collusive behavior as a precursor for profitability. Originality/value – The paper fills an important gap in the extant literature by proving insights into what determines bank profitability in banking sector in Kenya. Although this area is rich in research, little work has been conducted in the developing economies and in particular no study in the knowledge has addressed this critical issue in Kenya.

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