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BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 224
CHAPTER-13
PROFITABILITY MATRIX OF BANKS BY HMTFP AND FPTFP
1.Bhadrappa Haralayya
Post Doctoral Fellowship Research Scholar,
Srinivas University, Mangalore, India.
bhadrappabhavimani@gmail.com
Orcid id-0000-0003-3214-7261
2.P. S. Aithal,
Professor, College of Management and Commerce,
Srinivas University, Mangalore, India.
psaithal@gmail.com
Orcid id-0000-0002-4691-8736
ABSTRACT
TFP is broadly viewed as a standout amongst the most essential apparatuses of examination for the
components that have potential effect on the supply side. The strategy for estimation like MPI started by
further created by Fare and Lovell (2012) and different deteriorations of profitability measures for MPI
presented by Simar and Wilson (2012) and HMTFP list, FPTFP record presented by mentionedO'
Donnelintheliterature(2008) are required to measure TFP of banks crosswise over various economies.
There have been unmistakable utilizations of MPI in the managing an account industry itself Reserve
Bank of India, 2008; On the other hand, the HMTFP approach incorporates diverse disintegrations of
record into unadulterated specialized efficiency, scale efficiency, blend efficiency, and so forth to
enhance the strength and affectability of the outcomes under the procedure.
Keyword: HMTFP ,MPI,FPTFP, Profitability Matrix, Productivity.
13.1 INTRODUCTION
These changes fundamentally have made individual banks in India advertise rivalry oriented and call for
development in their execution so managing an account area can withstand with the powers of rivalry
and flourish in the evolving condition. In any case, there has been restricted discourse in the accessible
writing about the efficiency picks up utilizing distinctive methodologies in the event of banks in India
since money related changes Against this background, the measurement of dimension of efficiency of
keeping money division and its disintegration into different parameters have turned into the focal point
BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 225
of enthusiasm for the chiefs, scientists and arrangement producers. Efficiency and profitability
investigation has essential repercussions for the money related organizations as well as for the
administrative experts and at last for the general public .What's more, the efficiency measures can
execute as chief marker for developing qualities and shortcomings of the saving money framework and
may empower the arrangement creators and controllers to make proper strides as and when fundamental.
13.2 ESTIMATES FOR HMTFP APPROACH
Despite the fact that, writing on the measurement of efficiency and profitability of business banks gives
whirlwind of studies which have for the most part focused on utilizing the development bookkeeping
approach accept that assets are utilized proficiently and TFP development can just radiates the
innovative change fuses progressively sensible non-unbiased moving generation boondocks What's
more, DEA, a non-parametric methodology based MPI to assess execution of DMUs Notwithstanding, it
is to be featured that extremely sparse thought has been paid to appraise the TFP of business banks
utilizing another measure observed to be multiplicatively entire, i.e., HMTFP records and FPTFP files .
In this unique situation, an endeavor has been made to inspect TFP via cautiously investigating the
execution of business banks in India amid post-deregulation period. This will give answer with respect
to the general effect of money related deregulation and advancement on TFP of business banks in India
and how the administrative changes have influenced the profitability of banks under various possessions.
Also, to investigate the idea of efficiency changes over the period, a test for the level of likeness
between MPI, FPTFP and HMTFP has been evaluated. The real explanations for the utilization of these
three unique measures are the nearness of a few traps in the utilization of MPI including (a) TFP
properties are kept up under steady returns to scale (CRS) and inadequacies show up within the sight of
variable returns to scale (VRS) which generally speaks to the genuine innovation (b) there is probability
of having infeasible outcomes (Glass and McKillop, 2000; Yoruk and (c) DEA approach for assessing
separation capacities while developing Malmquist lists is hazardous (d) The inborn issue with the
standard Malmquist is that separation to the boondocks is thought little of if most proficient DMU inside
the populace is excluded in the example and investigation in such circumstance prompts one-sided
estimations Then again, HMTFP and FPTFP are free from any presumptions concerning DMU
streamlining conduct, the structure of business sectors, or returns to scale for a different inputs and
yields case. It additionally gives a chance to break down efficiency changes into three unique measures
BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 226
for example specialized efficiency, scale efficiency and, 2012a)mix.Throughefficien these
disintegrations, the investigation will have the capacity to recognize the wellsprings of enhancement or
crumbling in the profitability dimension of business banks in India amid the period under the
examination.
13.3 COMPONENTS OF FPTFP AND HMTFP
Input oriented Technical Efficiency (ITE): It is measured as the variety between watched TFP and most
extreme TFP that is attainable while holding the input blend, yield blend and yield level settled. The
bend going through focuses B and D speaks to the boondocks of blend confined generation potential
outcomes set (allude Figure 1.2). It is named confined as it just incorporates input and yield total
vectors, which can be composed as scalar products of xt and yt. As such, ITE is a proportion measure of
the flat separation from indicate A point B.
ITEn0=Slope OA- Slope OB
Input oriented Scale Efficiency (ISE): It is the difference between TFP at atechnically‐efficient point and
the maximum TFP that is possible while holding the input and output mixes fixed but allowing the
levels to vary. The movement from point B to D represents this particular measure of efficiency.
ISEn0= Slope OB-Slope OD
Point D refers as the point of mix‐invariant optimal scale (MIOS). Thus, the DMU that operate at the
point D would be having most productive scale size (MPSS). In other words, the ISE under input
oriented scale efficiency model evaluates the productivity of an observed input-output bundle relative to
that of the technically optimal scale or MPSS (Pantzious et al., 2011).
Residual Mix Efficiency (RME): It is evaluated by drawing out difference between maximumTFP
possible on a mix-restricted frontier and the maximum TFP possible when input and output mixes (and
levels) can vary. This measure of efficiency is represented as a movement from point D to point E.
RMEn0= Slope OD-Slope OE
The curve that passes through point E is the frontier of an unrestricted production possibilities set that is
there are no restrictions on in in this perspective as the movement from point D to E is a movement from
BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 227
an optimal point on a mix‐restricted frontier to an optimal point on a mix‐unrestricted frontier.
Therefore, difference in TFP is essentially a mix‐effect. The term residual is used as this movement may
also involve change in scale and when comparing TFP at an observed point (point A) with TFP at the
point of maximum productivity (point E), RME is the component that remains after accounting for pure
technical and scale efficiency effects. The movement from the point B to point E may also be anlaysed
with another route which includes:-
Input oriented Mix Efficiency (IME): It measures difference between TFP at atechnically‐efficient point
on the mix‐restricted frontier and the maximum possible while holding the output level fixed. This
measure of efficiency is represented by the Figure 1.2 as a movement from point B to point U.
IMEn0 =Slope OB-Slope OU
Residual Input oriented Scale Efficiency (RISE): It measures the difference between TFP at atechnically
and mix‐efficient point and TFP at the point of maximum productivity. The term scale is used as any
movement around an unrestricted production frontier is a movement from one mix‐efficient point to
another, so any improvement in TFP is essentially a scale effect. However, the term residual is also used
because eventhough all the points on the unrestricted frontier are mix‐efficient, they may nevertheless
have different input and output mixes. Thus, a measure of scale efficiency may essentially contain a
residual mix effect. This measure of efficiency is represented by the Figure1.2 as a movement from
point U to point E.
RISEn0 =Slope OU-Slope OE
TFP Efficiency (TFPE) measures the difference between observed TFP and maximum TFPthat is
possible using the available technology. This measure of efficiency is represented by the Figure 6.2 as a
movement all the way from point A to point E. TFPEn0=TFPn0- TFP0*=Slope OA-Slope OE where
TFP0* denotes the maximum TFP possible using the technology available in period 0. Thus, Figure 3.2
represents the following two out of many path ways from point A to E:-
TFPEn0=TFPn0-TFP0*=ITEn0x ISEn0x RMEn0
TFPEn0=TFPn0-TFP0*=ITEn0x IMEn0x RISEn0
BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 228
Either of the two equations can be used to evaluate TFP change. The present study uses equation to
measure change in the productivity which can be rewritten as:
TFPEn0=TFPn0 = TFP0* x ITEn0x IMEn0x RISEn0
The same hold for the bank in time period t
TFPEnt=TFPnt = TFPt* x ITEntx IMEntx RISEnt
Thus,
The main enclosures on the correct hand side of condition is the measure of specialized changes since it
measure the distinction between the most extreme TFP conceivable utilizing the innovation doable in
period t, and greatest TFP conceivable utilizing the innovation plausible in timeframe 0. Accordingly,
the industry will encounter specialized enhancement or decay as this term is more prominent than or
under 1. The second proportion in enclosures on the correct hand side is reasonable measure of
specialized efficiency change, including unadulterated input specialized efficiency change, blend
efficiency change and leftover scale efficiency change (O' Donnell,. 2010b)
The present investigation won't just advance the current writing yet in addition give an upgraded picture
with respect to the execution measurement of business banks utilizing the multiplicatively total list that
measures profitability of the banks regarding specialized changes and different other efficiency parts. At
long last, the investigation will feature causal relationship among execution pointers and efficiency
change over the timeframe for banks working under various proprietorships in India. The incorporation
of board causality as far as managing an account execution isn't generally present in keeping money
written works. Hence, utilizing such methodology will be helpful to reveal some insight into the
variables in charge of generally speaking execution of banks and furthermore give an understanding to
the approach creators in Indian budgetary market for finding the essential driver of decrease in
efficiency and deciding the critical worries for advancing security and soundness of the banks.
BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 229
13.4 COMPARATIVE ANALYSIS OF HMTFP WITH MPI AND FPTFP APPROACH
For an extra understanding and to formally test the level of comparability between the Malmquist, Fare-
Primont and the Hicks-Moorsteen efficiency lists, a near investigation for profitability change utilizing
these methodologies has been readied. Be that as it may, no such investigation is accessible in the
writing which demonstrates relative examination of these records. Yet, few examinations are accessible
in the managing an account literary works which thinks about MPI and HMTFP lists. The investigation
by Bjurel et al. (1998) detailed the minor contrasts in both records though Sioes and Maques (2012)
additionally affirmed minor deviations in normal vales for the brief time frame. Nonetheless, the
commitment by Kerstene and Woestyne (2014) investigated the impact of unequal and adjusted board
information utilizing both lists and inferred that MPI measures TFP understandings under consistent
returns to scale and it is protected and shrewd to utilize HMTFP approach for estimating the TFP
measurements. Following Bjurek et al. (1998), the ongoing writing has plainly settled that the MPI has
no TFP understanding when all is said in done, while the Hicks– Moorsteen file has a TFP
interpretation, 2012a). (O'Don looking into the setting of restricted observational proof, the commitment
attempted to fill void and examinations these disseminations of profitability change under the VRS
innovation determination. Figure 1.2, 1.2 and 1.3 contains the essential measurements for both the
Malmquist and Hicks-Moorsteen efficiency lists. The bank-wise efficiency examination features that
open part banks, private division banks and outside area banks are delineating close relationship of the
both MPI and HMTFP file while the FPTFP score for banks recorded separations among the files.
Furthermore, it has been discovered that HMTFP list approach shows critical variety in profitability
change in all the three possession gatherings. This affirms the nearness of intense challenge and great
sound tasks among the banks. Such varieties are observed to be more in every one of the banks under
various proprietorships delineating the nearness of solid challenge to make due in current business
condition. Moreover, the vacillations experienced by banks'dTFP score is because of development or
combination techniques, for example, mergers received by banks at different phases of monetary
changes amid post-deregulation period. The discoveries substantiated with Cuesta and Orea (2002)
likewise discovered quick profitability decay for sparing banks engaged with mergers, trailed by huge
increments. In the present observational application, these variances are uncovered through noteworthy
decay in making up for lost time impacts.
In any case, it has been seen that adjustment in efficiency score for the HMTFP record shows up on
BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 230
higher side for PSBs and PrSBs though, FSBs encounters reverse translations, recommending banks
having the upside of household field. This thusly may make extreme dimension of aggressive condition
for FSBs to improve their dimension of execution. Additionally, these adjustments in FSBs are in
accordance with the consequences of Illueca et al. (2009) wherein it has been expressed that extension
outside their unique markets can acquire vacillations efficiency gains. In light of exchange, it tends to be
affirmed that MPI approach gives somewhat unfaltering outcomes to efficiency development and then
again, HMTFP approach gives much clear elucidation to profitability change among business banks in
India. Notwithstanding, while at the same time making the relative investigation of the FPTFP scores, it
has been seen that FPTFP approach gives more variety in the profitability estimates than the other two
methodologies. It turns out to be obvious from the watched estimations of FPTFP approach in the Figure
1.1,1.2 and 1.3 that development in efficiency change for banks segment has been experienced, yet but
with larger amount of varieties, prompting the indication of doubt and less dependability for the said
measure than alternate methodologies. It is additionally anticipated that that increasingly connected
research should be made in setting of HMTFP approach which endures less issues and has all the more
clear understandings for TFP.
The measurements for all the three lists are somewhat unique and it turns into an open inquiry,
regardless of whether these distinctions are measurably huge or not. Be that as it may, no such tests are
accessible in writing in this unique situation (Kerstens and Woestyne, 2014). Be that as it may, these
measurements appear to be fairly powerful over the VRS innovation detail yet such example level
outcomes may conceivably shroud a great deal of clashing outcomes at the dimension of individual
perceptions. Along these lines, it winds up imperative to report Malmquist, Fare-Primont and Hicks-
Moorsteen files examination as far as proportions over the timeframe and crosswise over banks in
various proprietorships.
The outcomes are deciphered in such a way, to the point that in the event that the proportion
(MPI/HMTFP or FPTFP/HMTFP) surpasses by solidarity, the record referenced in the numerator
portrays overestimated results for separate efficiency change and its unified parts and the other way
around. Right off the bat, it has been seen that by and large the input oriented MPI demonstrates
overestimated results over the timeframe for business banks in India as the proportion gives off an
impression of being more than solidarity amid the investigation time frame. Along these lines, makes
question mark regarding what degree the MPI can estimated the Hicks-Moorsteen profitability list with
BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 231
clear understanding for efficiency development. Then again, being multiplicatively entire list, the Fare-
Primont TFP list additionally demonstrates overestimation of results for open, private and remote
division banks in India.
To create the appraisal progressively intelligent, a unit shrewd investigation has given moderately
understandable picture pretty much all the three records. Figure 1.1, 1.2 and 1.3 thinks bank-wise
estimates for the adjustment in efficiency levels. The graphical examination invests with the end that
MPI and FPTFP are overestimating the outcomes for various possessions aside from and hence,
authenticating the nonappearance of satisfactory measure of rivalry among the banks working under
various proprietorship while making transformation of their individual inputs into yields.
13.5 TOTAL FACTOR PRODUCTIVITY AND PROFITABILITY MATRIX
Figure 13.1, 13.2 and 13.3 gives efficiency benefit network showing the connection between the dTFP
scores and the dimension of gainfulness in 62 booked business banks (26 open area banks, 16 private
division banks and 20 remote segment banks) in India with four particular quadrants. To develop the
grid, the examination thinks about normal estimations of both efficiency and benefit under various
possessions. The normal estimation of dTFP has all the earmarks of being 0.960, 0.985 and 0.970 for
PSBs, PrSBs and FSBs. Then again, the normal estimation of 0.174, 0.331 and 0.292 has been
knowledgeable about terms of benefit for the particular bank bunches in India.
Figure 13.1: DEA Malmquist Comparison with FPTFP and HMTFP approach (Public Sector
Banks)
BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 232
Figure 13.2: DEA Malmquist Comparison with HMTFP approach (Private Sector Banks)
Figure 13.3: DEA Malmquist Comparison with HMTFP approach (Foreign Sector Banks)
Source: Authors‟ calculations
• Quadrant I: The quadrant speaks to those banks underneath the normal as far as both gainfulness and
efficiency scores. These banks are being considered as upset or powerless banks or basic leadership
units and might be considered as target banks in any potential merger situations in the Indian saving
money industry. Out of 62 banks, 6 PSBs, 7 PrSBs and 7 FSBs have been observed to be subsidiary
to this quadrant. These banks need developed potential for the enhancement in efficiency and
perhaps more prominent benefits, while, they might be most likely under resourced and have
BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 233
absence of aptitudes.
• Quadrant II: The banks situated in this quadrant work with the high efficiency scores yet low
productivity, likely because of the horrible condition for the operationsrs.' Theseor'cashba bovines'
and out of 62 rSBsbanksand6FSBsonlyarelisted in12this PSBs, quadrant. It is consequently,
experienced from the outcomes that a large portion of banks in the Indian saving money industry are
working in this quadrant. Be that as it may, enhancement in the benefit of these banks under various
possessions in India can be presumably made by selection of various, right mix of administration
blend and business systems.
• Quadrant III: The quadrant incorporates the banks having TFP score beneath the normal
furthermore, productivity over the average,tionmark(?). the outcomes from the makes sense of
feature that off 62 banks, 3PSBs, 2FSBs are recorded under this quadrant. Hence, the banks under
this quadrant need to make the ideal use of their assets in order to work at effective generation
outskirts. The high benefit of the banks gives a thought that nature inside which the banks are
working are ideal one and ought to be treated as the prime contender for the drive in the
enhancement in the profitability.
• Quadrant IV: This quadrant contains shaving both the TFP score 'star' and productivity over the
normal qualities. The banks partnered to this quadrant are most gainful and most productive banks in
the example. Out of 62, 5 PSBs, 5 PrSBs, and 3 FSBs give off an impression of being performing
under this quadrant. The star entertainers are reasonable for the other to benchmark and can turn into
the good example for the low performing banks in the business. These banks need to upgrade the
dimension of profitability further with help of efficiency use of assets, right blend of inputs and
yields and endeavor to create at most beneficial scale measure with enhanced and capable
innovation.
13.6 CONCLUSION
The accentuation of this section is to research change in the dimension of profitability, efficiency,
innovation of banks in India amid post-deregulation period. For evaluating TFP development, the
investigation utilized all around characterized and multiplicatively total HMTFP record presented by
O'Donnel (2008). To check analysed the by HMTF Probustness approach, the o contemplate
BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 234
additionally connected a relative examination for the outstanding MPI approach, FPTFP and HMTFP
file. Further, the examination used the recently embraced Dumitrescu-Hurlin Panel Causality Tests to
explore causal connections by assessing a condition in which change in the efficiency scores over the
timeframe is relapsed on slacked estimations of budgetary determinants of profitability and the slacked
estimations of progress in the profitability score. The part looks at the patterns in profitability change of
keeping money industry amid post-deregulation period and reaction of various type of banks to the
change procedure. TFP development has been assessed utilizing input oriented HMTFP display. Two
yields and three input particulars have been utilized to report efficiency gains in the banks.
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31. Bhadrappa Haralayya . "Customer Satisfaction at M/s Sindol Bajaj Bidar" Iconic Research And Engineering
Journals, Volume 4 ,Issue 12, June 2021, Page 157-169
32. Bhadrappa Haralayya . "Ratio Analysis at NSSK, Bidar" Iconic Research And Engineering Journals, Volume
4, Issue 12,June 2021, Page 170-182
33. Bhadrappa Haralayya . "Financial Statement Analysis of Shri Ram City Union Finance" Iconic Research And
Engineering Journals, Volume 4, Issue 12,June 2021, Page 183-196
34. Bhadrappa Haralayya . "Employee Job Satisfaction at Big Bazaar" Iconic Research And Engineering
Journals, Volume 4, Issue 12, June 2021, Page 197-206
35. Bhadrappa Haralayya . "Effect of Branding on Consumer Buying Behaviour at Vijay Bharat Motors Pvt Ltd,
Bidar" Iconic Research And Engineering Journals, Volume 4, Issue 12, June 2021, Page 207-222
36. Bhadrappa Haralayya . "Study on Customer Perceptions Guru Basava Motors, Bidar" Iconic Research And
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NSE (April 30, 2021). Emerging Global Strategies for Indian Industry (ISBN: 978-81-910118-7-6), 2021,
41. Bhadrappa Haralayya . "Advertising Effectiveness With Reference to Big Bazaar" Iconic Research And
Engineering Journals, Volume 5, Issue 1, July 2021, Page 101-110
42. Bhadrappa Haralayya . "Analysis of Non Performing Asset on Urban Cooperative Bank in India" Iconic
Research And Engineering Journals, Volume 5, Issue 1,July 2021, Page 111-121
43. Bhadrappa Haralayya . "Ration Analysis With Reference to DCC Bank" Iconic Research And Engineering
Journals, Volume 5, Issue 1, July 2021, Page 122-130
44. Bhadrappa Haralayya . "Consumer Buying Behavior With Reference to Bajaj Auto Ltd" Iconic Research And
Engineering Journals, Volume 5, Issue 1, July 2021, Page 131-140
45. Bhadrappa Haralayya . "Sales Promotion With Reference to Yamaha Motor" Iconic Research And
Engineering Journals, Volume 5, Issue 1, July 2021, Page 141-149
46. Bhadrappa Haralayya . "Financial Statement Analysis Using Common Size on Mahindra Sindol Motors"
Iconic Research And Engineering Journals, Volume 5, Issue 1, July 2021 , Page 150-159
47. Bhadrappa Haralayya . "Loans And Advances with Reference to PKGB Bank" Iconic Research And
Engineering Journals, Volume 5, Issue 1, July 2021, Page 160-170
48. Bhadrappa Haralayya . "Study on Trend Analysis at John Deere" Iconic Research And Engineering Journals,
Volume 5, Issue 1, July 2021, Page 171-181
49. Haralayya B, Aithal PS. Study on Cost Efficiency in Indian and Other Countries Experience. Journal of
Advanced Research in HR and Organizational Management 2021; 8(1&2): 23-30.
50. Haralayya B, Aithal PS. Study on Theoretical Foundations of Bank Efficiency. . Journal of Advanced
Research in Operational and Marketing Management 2021; 4(2): 12-23.
51. Haralayya B, Aithal PS. Study on Profitability Efficiency in Indian and Other Countries Experience. Journal
of Advanced Research in Quality Control and Management 2021; 6(2): 1-10.
52. S. Vinoth, Hari Leela Vemula, Bhadrappa Haralayya, Pradeep Mamgain, Mohammed Faez Hasan, Mohd
Naved, Application of cloud computing in banking and e-commerce and related security threats, Materials
Today: Proceedings, 2021,ISSN 2214-7853,
https://doi.org/10.1016/j.matpr.2021.11.121.(https://www.sciencedirect.com/science/article/pii/S22147853210
71285).
53. Haralayya B, Jeelan BV, Vibhute NS. Capital Structure and Factors Affecting Capital Structure. J Adv Res
Eco Busi Mgmt 2021; 4(2): 4-35.
54. Vibhute NS, Haralayya B, Jeelan BV. Performance Evaluation of Selected Banks using Ratio Analysis. J Adv
Res Eco Busi Mgmt 2021; 4(2): 36-44
55. Jeelan BV, Haralayya B, Vibhute NS. A Study on Empirical Analysis of Relationship between FPI and
BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 238
NIFTY Returns. J Adv Res Acct Fin Mgmt 2021; 3(2): 3-22
56. Jeelan BV, Haralayya B, Vibhute NS. A Study on Performance Evaluation of Initial Public Offering (IPO). J
Adv Res Pub Poli Admn 2021; 3(2): 12-26.
57. Basha VJ, Haralayya B, Vibhute NS. Analysis of Segment Reporting with Reference to Selected Software
Companies. J Adv Res Entrep Innov SMES Mgmt 2021; 4(2): 9-26.
58. Jeelan BV, Haralayya B, Vibhute NS. Co-Movement and Integration among Stock Markets: A Study of 10
Countries. J Adv Res Acct Fin Mgmt 2021; 3(2): 23-38.
59.Jeelan BV, Haralayya B, Vibhute NS. A Comparative Study on Selected Foreign Currencies. J Adv Res Eco
Busi Mgmt 2021; 4(2): 45-5
60. Bhadrappa Haralayya . "A Study on Customer Satisfaction at TVS Vanish Motors Bidar" Iconic Research
And Engineering Journals Volume 5 Issue 9 2022 Page 117-127
61. Bhadrappa Haralayya . "Consumer Buying Behavior at Kailash Motors Bidar" Iconic Research And
Engineering Journals Volume 5 Issue 9 2022 Page 128-137
62. Bhadrappa Haralayya . "Credit Risk of Canara Bank Bidar" Iconic Research And Engineering Journals
Volume 5 Issue 9 2022 Page 138-149
63. Bhadrappa Haralayya . "Effect of Branding on Consumer Buying Behaviour in Bharat Ford Bidar" Iconic
Research And Engineering Journals Volume 5 Issue 9 2022 Page 150-159
64. Bhadrappa Haralayya . "Employee Engagement at Kharanja Industry Pvt Ltd Humanbad" Iconic Research
And Engineering Journals Volume 5 Issue 9 2022 Page 160-170
65. Bhadrappa Haralayya . "Employee Performance Appraisal at Sri Veerabhadreshwar Motors Bidar" Iconic
Research And Engineering Journals Volume 5 Issue 9 2022 Page 171-183
66. Bhadrappa Haralayya . "Employees Traning and Development at Mgssk Ltd Bhalki" Iconic Research And
Engineering Journals Volume 5 Issue 9 2022 Page 184-196
67. Bhadrappa Haralayya . "Impact of Financial Statement Analysis on Financial Performance in Lahoti Motors
Bidar" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 197-206
68. Bhadrappa Haralayya . "Impact of Ratio Analysis on Financial Performance in Royal Enfield (Bhavani
Motors) Bidar" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 207-222
69. Bhadrappa Haralayya . "Sales Promotion at Keshva Enterprise Bidar" Iconic Research And Engineering
Journals Volume 5 Issue 9 2022 Page 223-232
70. Bhadrappa Haralayya . "The Impact of Safety and Health Measures of Employees at KJD Pharma Bidar"
Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 233-242
71. Bhadrappa Haralayya . "Comparative Analysis of Mutual Funds in Geojit Financial Services Ltd Gulbarga"
Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 243-251
72. Bhadrappa Haralayya . "Cost Analysis at MGSSK Bhalki" Iconic Research And Engineering Journals
BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 239
Volume 5 Issue 9 2022 Page 252-258
73. Bhadrappa Haralayya . "Employee Compensation Management at Vani Organic Pvt Ltd Bidar" Iconic
Research And Engineering Journals Volume 5 Issue 9 2022 Page 259-266
74. Bhadrappa Haralayya . "Employees Performance Appraisal of Chettinad Cement Gulbarga" Iconic Research
And Engineering Journals Volume 5 Issue 9 2022 Page 267-277
75. Bhadrappa Haralayya . "Ratio Analysis in Muthoot Finance Ltd Aurad" Iconic Research And Engineering
Journals Volume 5 Issue 9 2022 Page 278-284
76. Bhadrappa Haralayya . "Study on Promotion Mix Strategy Towards Big Bazaar Bidar" Iconic Research And
Engineering Journals Volume 5 Issue 9 2022 Page 285-291
77. Bhadrappa Haralayya . "Study on Sales Promotion Techniques Used by VKG Bajaj at Kalaburagi" Iconic
Research And Engineering Journals Volume 5 Issue 9 2022 Page 292-298
78. Bhadrappa Haralayya . "Working Capital Management in Hyundai Showroom Bidar" Iconic Research And
Engineering Journals Volume 5 Issue 9 2022 Page 299-308
79. Bhadrappa Haralayya "Study on Performance Evaluation of Mutual Funds" Iconic Research And Engineering
Journals Volume 5 Issue 10 2022 Page 29-36
80. Bhadrappa Haralayya . "The Performance of Mutual Fund Schemes in The Framework of Risk and Return"
Iconic Research And Engineering Journals Volume 5 Issue 10 2022 Page 37-44
81. Bhadrappa Haralayya . "Risk And Return Analysis of Mutual Funds with Reference to Banks" Iconic
Research And Engineering Journals Volume 5 Issue 10 2022 Page 45-55
82. Bhadrappa Haralayya . "Comparative Study on Performance Evaluation of Mutual Funds with Reference to
Banking Funds" Iconic Research And Engineering Journals Volume 5 Issue 10 2022 Page 56-64

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CHAPTER 13.pdf

  • 1. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 224 CHAPTER-13 PROFITABILITY MATRIX OF BANKS BY HMTFP AND FPTFP 1.Bhadrappa Haralayya Post Doctoral Fellowship Research Scholar, Srinivas University, Mangalore, India. bhadrappabhavimani@gmail.com Orcid id-0000-0003-3214-7261 2.P. S. Aithal, Professor, College of Management and Commerce, Srinivas University, Mangalore, India. psaithal@gmail.com Orcid id-0000-0002-4691-8736 ABSTRACT TFP is broadly viewed as a standout amongst the most essential apparatuses of examination for the components that have potential effect on the supply side. The strategy for estimation like MPI started by further created by Fare and Lovell (2012) and different deteriorations of profitability measures for MPI presented by Simar and Wilson (2012) and HMTFP list, FPTFP record presented by mentionedO' Donnelintheliterature(2008) are required to measure TFP of banks crosswise over various economies. There have been unmistakable utilizations of MPI in the managing an account industry itself Reserve Bank of India, 2008; On the other hand, the HMTFP approach incorporates diverse disintegrations of record into unadulterated specialized efficiency, scale efficiency, blend efficiency, and so forth to enhance the strength and affectability of the outcomes under the procedure. Keyword: HMTFP ,MPI,FPTFP, Profitability Matrix, Productivity. 13.1 INTRODUCTION These changes fundamentally have made individual banks in India advertise rivalry oriented and call for development in their execution so managing an account area can withstand with the powers of rivalry and flourish in the evolving condition. In any case, there has been restricted discourse in the accessible writing about the efficiency picks up utilizing distinctive methodologies in the event of banks in India since money related changes Against this background, the measurement of dimension of efficiency of keeping money division and its disintegration into different parameters have turned into the focal point
  • 2. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 225 of enthusiasm for the chiefs, scientists and arrangement producers. Efficiency and profitability investigation has essential repercussions for the money related organizations as well as for the administrative experts and at last for the general public .What's more, the efficiency measures can execute as chief marker for developing qualities and shortcomings of the saving money framework and may empower the arrangement creators and controllers to make proper strides as and when fundamental. 13.2 ESTIMATES FOR HMTFP APPROACH Despite the fact that, writing on the measurement of efficiency and profitability of business banks gives whirlwind of studies which have for the most part focused on utilizing the development bookkeeping approach accept that assets are utilized proficiently and TFP development can just radiates the innovative change fuses progressively sensible non-unbiased moving generation boondocks What's more, DEA, a non-parametric methodology based MPI to assess execution of DMUs Notwithstanding, it is to be featured that extremely sparse thought has been paid to appraise the TFP of business banks utilizing another measure observed to be multiplicatively entire, i.e., HMTFP records and FPTFP files . In this unique situation, an endeavor has been made to inspect TFP via cautiously investigating the execution of business banks in India amid post-deregulation period. This will give answer with respect to the general effect of money related deregulation and advancement on TFP of business banks in India and how the administrative changes have influenced the profitability of banks under various possessions. Also, to investigate the idea of efficiency changes over the period, a test for the level of likeness between MPI, FPTFP and HMTFP has been evaluated. The real explanations for the utilization of these three unique measures are the nearness of a few traps in the utilization of MPI including (a) TFP properties are kept up under steady returns to scale (CRS) and inadequacies show up within the sight of variable returns to scale (VRS) which generally speaks to the genuine innovation (b) there is probability of having infeasible outcomes (Glass and McKillop, 2000; Yoruk and (c) DEA approach for assessing separation capacities while developing Malmquist lists is hazardous (d) The inborn issue with the standard Malmquist is that separation to the boondocks is thought little of if most proficient DMU inside the populace is excluded in the example and investigation in such circumstance prompts one-sided estimations Then again, HMTFP and FPTFP are free from any presumptions concerning DMU streamlining conduct, the structure of business sectors, or returns to scale for a different inputs and yields case. It additionally gives a chance to break down efficiency changes into three unique measures
  • 3. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 226 for example specialized efficiency, scale efficiency and, 2012a)mix.Throughefficien these disintegrations, the investigation will have the capacity to recognize the wellsprings of enhancement or crumbling in the profitability dimension of business banks in India amid the period under the examination. 13.3 COMPONENTS OF FPTFP AND HMTFP Input oriented Technical Efficiency (ITE): It is measured as the variety between watched TFP and most extreme TFP that is attainable while holding the input blend, yield blend and yield level settled. The bend going through focuses B and D speaks to the boondocks of blend confined generation potential outcomes set (allude Figure 1.2). It is named confined as it just incorporates input and yield total vectors, which can be composed as scalar products of xt and yt. As such, ITE is a proportion measure of the flat separation from indicate A point B. ITEn0=Slope OA- Slope OB Input oriented Scale Efficiency (ISE): It is the difference between TFP at atechnically‐efficient point and the maximum TFP that is possible while holding the input and output mixes fixed but allowing the levels to vary. The movement from point B to D represents this particular measure of efficiency. ISEn0= Slope OB-Slope OD Point D refers as the point of mix‐invariant optimal scale (MIOS). Thus, the DMU that operate at the point D would be having most productive scale size (MPSS). In other words, the ISE under input oriented scale efficiency model evaluates the productivity of an observed input-output bundle relative to that of the technically optimal scale or MPSS (Pantzious et al., 2011). Residual Mix Efficiency (RME): It is evaluated by drawing out difference between maximumTFP possible on a mix-restricted frontier and the maximum TFP possible when input and output mixes (and levels) can vary. This measure of efficiency is represented as a movement from point D to point E. RMEn0= Slope OD-Slope OE The curve that passes through point E is the frontier of an unrestricted production possibilities set that is there are no restrictions on in in this perspective as the movement from point D to E is a movement from
  • 4. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 227 an optimal point on a mix‐restricted frontier to an optimal point on a mix‐unrestricted frontier. Therefore, difference in TFP is essentially a mix‐effect. The term residual is used as this movement may also involve change in scale and when comparing TFP at an observed point (point A) with TFP at the point of maximum productivity (point E), RME is the component that remains after accounting for pure technical and scale efficiency effects. The movement from the point B to point E may also be anlaysed with another route which includes:- Input oriented Mix Efficiency (IME): It measures difference between TFP at atechnically‐efficient point on the mix‐restricted frontier and the maximum possible while holding the output level fixed. This measure of efficiency is represented by the Figure 1.2 as a movement from point B to point U. IMEn0 =Slope OB-Slope OU Residual Input oriented Scale Efficiency (RISE): It measures the difference between TFP at atechnically and mix‐efficient point and TFP at the point of maximum productivity. The term scale is used as any movement around an unrestricted production frontier is a movement from one mix‐efficient point to another, so any improvement in TFP is essentially a scale effect. However, the term residual is also used because eventhough all the points on the unrestricted frontier are mix‐efficient, they may nevertheless have different input and output mixes. Thus, a measure of scale efficiency may essentially contain a residual mix effect. This measure of efficiency is represented by the Figure1.2 as a movement from point U to point E. RISEn0 =Slope OU-Slope OE TFP Efficiency (TFPE) measures the difference between observed TFP and maximum TFPthat is possible using the available technology. This measure of efficiency is represented by the Figure 6.2 as a movement all the way from point A to point E. TFPEn0=TFPn0- TFP0*=Slope OA-Slope OE where TFP0* denotes the maximum TFP possible using the technology available in period 0. Thus, Figure 3.2 represents the following two out of many path ways from point A to E:- TFPEn0=TFPn0-TFP0*=ITEn0x ISEn0x RMEn0 TFPEn0=TFPn0-TFP0*=ITEn0x IMEn0x RISEn0
  • 5. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 228 Either of the two equations can be used to evaluate TFP change. The present study uses equation to measure change in the productivity which can be rewritten as: TFPEn0=TFPn0 = TFP0* x ITEn0x IMEn0x RISEn0 The same hold for the bank in time period t TFPEnt=TFPnt = TFPt* x ITEntx IMEntx RISEnt Thus, The main enclosures on the correct hand side of condition is the measure of specialized changes since it measure the distinction between the most extreme TFP conceivable utilizing the innovation doable in period t, and greatest TFP conceivable utilizing the innovation plausible in timeframe 0. Accordingly, the industry will encounter specialized enhancement or decay as this term is more prominent than or under 1. The second proportion in enclosures on the correct hand side is reasonable measure of specialized efficiency change, including unadulterated input specialized efficiency change, blend efficiency change and leftover scale efficiency change (O' Donnell,. 2010b) The present investigation won't just advance the current writing yet in addition give an upgraded picture with respect to the execution measurement of business banks utilizing the multiplicatively total list that measures profitability of the banks regarding specialized changes and different other efficiency parts. At long last, the investigation will feature causal relationship among execution pointers and efficiency change over the timeframe for banks working under various proprietorships in India. The incorporation of board causality as far as managing an account execution isn't generally present in keeping money written works. Hence, utilizing such methodology will be helpful to reveal some insight into the variables in charge of generally speaking execution of banks and furthermore give an understanding to the approach creators in Indian budgetary market for finding the essential driver of decrease in efficiency and deciding the critical worries for advancing security and soundness of the banks.
  • 6. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 229 13.4 COMPARATIVE ANALYSIS OF HMTFP WITH MPI AND FPTFP APPROACH For an extra understanding and to formally test the level of comparability between the Malmquist, Fare- Primont and the Hicks-Moorsteen efficiency lists, a near investigation for profitability change utilizing these methodologies has been readied. Be that as it may, no such investigation is accessible in the writing which demonstrates relative examination of these records. Yet, few examinations are accessible in the managing an account literary works which thinks about MPI and HMTFP lists. The investigation by Bjurel et al. (1998) detailed the minor contrasts in both records though Sioes and Maques (2012) additionally affirmed minor deviations in normal vales for the brief time frame. Nonetheless, the commitment by Kerstene and Woestyne (2014) investigated the impact of unequal and adjusted board information utilizing both lists and inferred that MPI measures TFP understandings under consistent returns to scale and it is protected and shrewd to utilize HMTFP approach for estimating the TFP measurements. Following Bjurek et al. (1998), the ongoing writing has plainly settled that the MPI has no TFP understanding when all is said in done, while the Hicks– Moorsteen file has a TFP interpretation, 2012a). (O'Don looking into the setting of restricted observational proof, the commitment attempted to fill void and examinations these disseminations of profitability change under the VRS innovation determination. Figure 1.2, 1.2 and 1.3 contains the essential measurements for both the Malmquist and Hicks-Moorsteen efficiency lists. The bank-wise efficiency examination features that open part banks, private division banks and outside area banks are delineating close relationship of the both MPI and HMTFP file while the FPTFP score for banks recorded separations among the files. Furthermore, it has been discovered that HMTFP list approach shows critical variety in profitability change in all the three possession gatherings. This affirms the nearness of intense challenge and great sound tasks among the banks. Such varieties are observed to be more in every one of the banks under various proprietorships delineating the nearness of solid challenge to make due in current business condition. Moreover, the vacillations experienced by banks'dTFP score is because of development or combination techniques, for example, mergers received by banks at different phases of monetary changes amid post-deregulation period. The discoveries substantiated with Cuesta and Orea (2002) likewise discovered quick profitability decay for sparing banks engaged with mergers, trailed by huge increments. In the present observational application, these variances are uncovered through noteworthy decay in making up for lost time impacts. In any case, it has been seen that adjustment in efficiency score for the HMTFP record shows up on
  • 7. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 230 higher side for PSBs and PrSBs though, FSBs encounters reverse translations, recommending banks having the upside of household field. This thusly may make extreme dimension of aggressive condition for FSBs to improve their dimension of execution. Additionally, these adjustments in FSBs are in accordance with the consequences of Illueca et al. (2009) wherein it has been expressed that extension outside their unique markets can acquire vacillations efficiency gains. In light of exchange, it tends to be affirmed that MPI approach gives somewhat unfaltering outcomes to efficiency development and then again, HMTFP approach gives much clear elucidation to profitability change among business banks in India. Notwithstanding, while at the same time making the relative investigation of the FPTFP scores, it has been seen that FPTFP approach gives more variety in the profitability estimates than the other two methodologies. It turns out to be obvious from the watched estimations of FPTFP approach in the Figure 1.1,1.2 and 1.3 that development in efficiency change for banks segment has been experienced, yet but with larger amount of varieties, prompting the indication of doubt and less dependability for the said measure than alternate methodologies. It is additionally anticipated that that increasingly connected research should be made in setting of HMTFP approach which endures less issues and has all the more clear understandings for TFP. The measurements for all the three lists are somewhat unique and it turns into an open inquiry, regardless of whether these distinctions are measurably huge or not. Be that as it may, no such tests are accessible in writing in this unique situation (Kerstens and Woestyne, 2014). Be that as it may, these measurements appear to be fairly powerful over the VRS innovation detail yet such example level outcomes may conceivably shroud a great deal of clashing outcomes at the dimension of individual perceptions. Along these lines, it winds up imperative to report Malmquist, Fare-Primont and Hicks- Moorsteen files examination as far as proportions over the timeframe and crosswise over banks in various proprietorships. The outcomes are deciphered in such a way, to the point that in the event that the proportion (MPI/HMTFP or FPTFP/HMTFP) surpasses by solidarity, the record referenced in the numerator portrays overestimated results for separate efficiency change and its unified parts and the other way around. Right off the bat, it has been seen that by and large the input oriented MPI demonstrates overestimated results over the timeframe for business banks in India as the proportion gives off an impression of being more than solidarity amid the investigation time frame. Along these lines, makes question mark regarding what degree the MPI can estimated the Hicks-Moorsteen profitability list with
  • 8. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 231 clear understanding for efficiency development. Then again, being multiplicatively entire list, the Fare- Primont TFP list additionally demonstrates overestimation of results for open, private and remote division banks in India. To create the appraisal progressively intelligent, a unit shrewd investigation has given moderately understandable picture pretty much all the three records. Figure 1.1, 1.2 and 1.3 thinks bank-wise estimates for the adjustment in efficiency levels. The graphical examination invests with the end that MPI and FPTFP are overestimating the outcomes for various possessions aside from and hence, authenticating the nonappearance of satisfactory measure of rivalry among the banks working under various proprietorship while making transformation of their individual inputs into yields. 13.5 TOTAL FACTOR PRODUCTIVITY AND PROFITABILITY MATRIX Figure 13.1, 13.2 and 13.3 gives efficiency benefit network showing the connection between the dTFP scores and the dimension of gainfulness in 62 booked business banks (26 open area banks, 16 private division banks and 20 remote segment banks) in India with four particular quadrants. To develop the grid, the examination thinks about normal estimations of both efficiency and benefit under various possessions. The normal estimation of dTFP has all the earmarks of being 0.960, 0.985 and 0.970 for PSBs, PrSBs and FSBs. Then again, the normal estimation of 0.174, 0.331 and 0.292 has been knowledgeable about terms of benefit for the particular bank bunches in India. Figure 13.1: DEA Malmquist Comparison with FPTFP and HMTFP approach (Public Sector Banks)
  • 9. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 232 Figure 13.2: DEA Malmquist Comparison with HMTFP approach (Private Sector Banks) Figure 13.3: DEA Malmquist Comparison with HMTFP approach (Foreign Sector Banks) Source: Authors‟ calculations • Quadrant I: The quadrant speaks to those banks underneath the normal as far as both gainfulness and efficiency scores. These banks are being considered as upset or powerless banks or basic leadership units and might be considered as target banks in any potential merger situations in the Indian saving money industry. Out of 62 banks, 6 PSBs, 7 PrSBs and 7 FSBs have been observed to be subsidiary to this quadrant. These banks need developed potential for the enhancement in efficiency and perhaps more prominent benefits, while, they might be most likely under resourced and have
  • 10. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 233 absence of aptitudes. • Quadrant II: The banks situated in this quadrant work with the high efficiency scores yet low productivity, likely because of the horrible condition for the operationsrs.' Theseor'cashba bovines' and out of 62 rSBsbanksand6FSBsonlyarelisted in12this PSBs, quadrant. It is consequently, experienced from the outcomes that a large portion of banks in the Indian saving money industry are working in this quadrant. Be that as it may, enhancement in the benefit of these banks under various possessions in India can be presumably made by selection of various, right mix of administration blend and business systems. • Quadrant III: The quadrant incorporates the banks having TFP score beneath the normal furthermore, productivity over the average,tionmark(?). the outcomes from the makes sense of feature that off 62 banks, 3PSBs, 2FSBs are recorded under this quadrant. Hence, the banks under this quadrant need to make the ideal use of their assets in order to work at effective generation outskirts. The high benefit of the banks gives a thought that nature inside which the banks are working are ideal one and ought to be treated as the prime contender for the drive in the enhancement in the profitability. • Quadrant IV: This quadrant contains shaving both the TFP score 'star' and productivity over the normal qualities. The banks partnered to this quadrant are most gainful and most productive banks in the example. Out of 62, 5 PSBs, 5 PrSBs, and 3 FSBs give off an impression of being performing under this quadrant. The star entertainers are reasonable for the other to benchmark and can turn into the good example for the low performing banks in the business. These banks need to upgrade the dimension of profitability further with help of efficiency use of assets, right blend of inputs and yields and endeavor to create at most beneficial scale measure with enhanced and capable innovation. 13.6 CONCLUSION The accentuation of this section is to research change in the dimension of profitability, efficiency, innovation of banks in India amid post-deregulation period. For evaluating TFP development, the investigation utilized all around characterized and multiplicatively total HMTFP record presented by O'Donnel (2008). To check analysed the by HMTF Probustness approach, the o contemplate
  • 11. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 234 additionally connected a relative examination for the outstanding MPI approach, FPTFP and HMTFP file. Further, the examination used the recently embraced Dumitrescu-Hurlin Panel Causality Tests to explore causal connections by assessing a condition in which change in the efficiency scores over the timeframe is relapsed on slacked estimations of budgetary determinants of profitability and the slacked estimations of progress in the profitability score. The part looks at the patterns in profitability change of keeping money industry amid post-deregulation period and reaction of various type of banks to the change procedure. TFP development has been assessed utilizing input oriented HMTFP display. Two yields and three input particulars have been utilized to report efficiency gains in the banks. REFERENCES 1. BHADRAPPA HARALAYYA , P.S.AITHAL , PERFORMANCE AFFECTING FACTORS OF INDIAN BANKING SECTOR: AN EMPIRICAL ANALYSIS, George Washington International Law Review, Vol.- 07 Issue -01, April-June 2021, PAGE No : 607-621. 2. BHADRAPPA HARALAYYA , P.S.AITHAL , TECHNICAL EFFICIENCY AFFECTING FACTORS IN INDIAN BANKING SECTOR: AN EMPIRICAL ANALYSIS, Turkish Online Journal of Qualitative Inquiry (TOJQI), Vol.- 12 Issue -03, June 2021, PAGE No : 603-620, 3. BHADRAPPA HARALAYYA , P.S.AITHAL , IMPLICATIONS OF BANKING SECTOR ON ECONOMIC DEVELOPMENT IN INDIA, George Washington International Law Review, Vol.- 07 Issue -01, April-June 2021, PAGE No : 631-642 4. BHADRAPPA HARALAYYA , P.S.AITHAL ,STUDY ON PRODUCTIVE EFFICIENCY OF BANKS IN DEVELOPING COUNTRY, International Research Journal of Humanities and Interdisciplinary Studies (www.irjhis.com) ,Volume: 2, Issue: 5, May 2021, Page No : 184-194. 5. Bhadrappa Haralayya ; P. S. Aithal . "Study on Model and Camel Analysis of Banking" Iconic Research And Engineering Journals ,Volume 4 ,Issue 11 ,May 2021 Page 244-259. 6. Bhadrappa Haralayya and Aithal, P. S.. “Analysis of cost efficiency on scheduled commercial banks in India”. International Journal of Current Research, Volume 13, Issue 06, June 2021, pp 17718-17725 7. Bhadrappa Haralayya and P. S. Aithal, “A Study On Structure and Growth of Banking Industry in India”, International Journal of Research in Engineering, Science and Management ,Volume 4, Issue 5, May 2021.Page no 225–230. 8. Bhadrappa Haralayya, Retail Banking Trends in India ,International Journal of All Research Education and Scientific Methods (IJARESM), Volume: 9, Issue: 5, Year: May 2021, Page No : 3730-3732. 9. BHADRAPPA HARALAYYA, P.S.AITHAL, FACTORS DETERMINING THE EFFICIENCY IN INDIAN BANKING SECTOR : A TOBIT REGRESSION ANALYSIS", International Journal of Science &
  • 12. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 235 Engineering Development Research (www.ijsdr.org), Vol.6, Issue 6, June-2021, page no.1 - 6, , 10. BHADRAPPA HARALAYYA , P.S.AITHAL , IMPLICATIONS OF BANKING SECTOR ON ECONOMIC DEVELOPMENT IN INDIA, flusserstudies, Volume 30, June 2021,Page No:1068-1080, 11. BHADRAPPA HARALAYYA, P.S.AITHAL, STUDY ON PRODUCTIVE EFFICIENCY OF FINANCIAL INSTITUTIONS, International Journal of Innovative Research in Technology, Volume 8, Issue 1, June-2021 ,Page no: 159 – 164, 12. BHADRAPPA HARALAYYA , STUDY OF BANKING SERVICES PROVIDED BY BANKS IN INDIA, International Research Journal of Humanities and Interdisciplinary Studies (www.irjhis.com), Volume: 2, Issue: 6, Year: June 2021,Page No : 06-12, 13. BHADRAPPA HARALAYYA, P.S.AITHAL , ANALYSIS OF BANK PERFORMANCE USING CAMEL APPROACH", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), Vol.8, Issue 5, May-2021, page no 305-314, 14. BHADRAPPA HARALAYYA, P.S.AITHAL, ANALYSIS OF BANK PRODUCTIVITY USING PANEL CAUSALITY TEST, Journal of Huazhong University of Science and Technology, Volume 50, Issue 6, June- 2021 , Page no: 1 – 16, 15. BHADRAPPA HARALAYYA, P.S.AITHAL, INTER BANK ANALYSIS OF COST EFFICIENCY USING MEAN, International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET), Volume 10, Issue 6, June-2021 ,Page no: 6391-6397, 16. BHADRAPPA HARALAYYA, P.S.AITHAL , ANALYSIS OF TOTAL FACTOR PRODUCTIVITYAND PROFITABILITY MATRIX OF BANKS BY HMTFP AND FPTFP, Science, Technology and Development Journal, Volume 10, Issue 6, June-2021, Page no: 190-203, Available at: http://journalstd.com/gallery/23- june2021.pdf 17. BHADRAPPA HARALAYYA, P.S.AITHAL , ANALYSIS OF BANKS TOTAL FACTOR PRODUCTIVITY BY AGGREGATE LEVEL, Journal of Xi'an University of Architecture & Technology, Volume 13, Issue 6, June- 2021 ,Page no: 296-314, 18. Bhadrappa Haralayya, P S Aithal, "ANALYSIS OF BANKS TOTAL FACTOR PRODUCTIVITY BY DISAGGREGATE LEVEL", International Journal of Creative Research Thoughts (IJCRT), Volume.9, Issue 6, June 2021, pp.b488-b502, 19. Haralayya B. Importance of CRM in Banking and Financial Sectors Journal of Advanced Research in Quality Control and Management 2021, 6(1): 8-9 20. Haralayya B. How Digital Banking has Brought Innovative Products and Services to India. Journal of Advanced Research in Quality Control and Management 2021; 6(1): 16-18 21. Haralayya B. Top 5 Priorities That will Shape The Future of Retail Banking Industry in India. Journal of Advanced Research in HR and Organizational Management 2021; 8(1&2): 17-18.
  • 13. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 236 22. Haralayya B. Millennials and Mobile-Savvy Consumers are Driving a Huge Shift in The Retail Banking Industry. Journal of Advanced Research in Operational and Marketing Management 2021; 4(1): 17-19 23. Haralayya B. Core Banking Technology and Its Top 6 Implementation Challenges. Journal of Advanced Research in Operational and Marketing Management 2021; 4(1): 25-27 24. Nitesh S Vibhute ; Dr. Chandrakant B. Jewargi ; Dr. Bhadrappa Haralayya . "Study on Non-Performing Assets of Public Sector Banks" Iconic Research And Engineering Journals Volume 4, Issue, 12 June 2021, Page 52-61 25. Haralayya, Dr. Bhadrappa and Saini, Shrawan Kumar, An Overview on Productive Efficiency of Banks & Financial Institution (2018). International Journal of Research, Volume 05 Issue 12, April 2018. 26. Haralayya, Dr. Bhadrappa, Review on the Productive Efficiency of Banks in Developing Country (2018). Journal for Studies in Management and Planning, Volume 04 Issue 05, April 2018, 27. Haralayya, Dr. Bhadrappa, The Productive Efficiency of Banks in Developing Country With Special Reference to Banks & Financial Institution (april 30, 2019). 28. Haralayya, Dr. Bhadrappa, Study on Performance of Foreign Banks in India (APRIL 2, 2016). 29. Haralayya, Dr. Bhadrappa, E-Finance and the Financial Services Industry (MARCH 28, 2014). 30. Haralayya, Dr. Bhadrappa, E-payment - An Overview (MARCH 28, 2014). 31. Bhadrappa Haralayya . "Customer Satisfaction at M/s Sindol Bajaj Bidar" Iconic Research And Engineering Journals, Volume 4 ,Issue 12, June 2021, Page 157-169 32. Bhadrappa Haralayya . "Ratio Analysis at NSSK, Bidar" Iconic Research And Engineering Journals, Volume 4, Issue 12,June 2021, Page 170-182 33. Bhadrappa Haralayya . "Financial Statement Analysis of Shri Ram City Union Finance" Iconic Research And Engineering Journals, Volume 4, Issue 12,June 2021, Page 183-196 34. Bhadrappa Haralayya . "Employee Job Satisfaction at Big Bazaar" Iconic Research And Engineering Journals, Volume 4, Issue 12, June 2021, Page 197-206 35. Bhadrappa Haralayya . "Effect of Branding on Consumer Buying Behaviour at Vijay Bharat Motors Pvt Ltd, Bidar" Iconic Research And Engineering Journals, Volume 4, Issue 12, June 2021, Page 207-222 36. Bhadrappa Haralayya . "Study on Customer Perceptions Guru Basava Motors, Bidar" Iconic Research And Engineering Journals, Volume 4, Issue 12,June 2021, Page 223-231 37. Bhadrappa Haralayya . "Study on Loans and Advances for DCC Bank Main Branch Nayakaman, Bidar" Iconic Research And Engineering Journals, Volume 4, Issue 12, June 2021, Page 232-242 38. Bhadrappa Haralayya . "Work Life Balance of Employees at Karanja Industries Pvt Ltd, Bidar" Iconic Research And Engineering Journals, Volume 4, Issue 12, June 2021, Page 243-254 39. Bhadrappa Haralayya . "Working Capital Management at TVS Motors, Bidar" Iconic Research And Engineering Journals, Volume 4, Issue 12, June 2021, Page 255-265
  • 14. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 237 40. Haralayya, Dr. Bhadrappa, Testing Weak Form Efficiency of Indian Stock Market – An Empirical Study on NSE (April 30, 2021). Emerging Global Strategies for Indian Industry (ISBN: 978-81-910118-7-6), 2021, 41. Bhadrappa Haralayya . "Advertising Effectiveness With Reference to Big Bazaar" Iconic Research And Engineering Journals, Volume 5, Issue 1, July 2021, Page 101-110 42. Bhadrappa Haralayya . "Analysis of Non Performing Asset on Urban Cooperative Bank in India" Iconic Research And Engineering Journals, Volume 5, Issue 1,July 2021, Page 111-121 43. Bhadrappa Haralayya . "Ration Analysis With Reference to DCC Bank" Iconic Research And Engineering Journals, Volume 5, Issue 1, July 2021, Page 122-130 44. Bhadrappa Haralayya . "Consumer Buying Behavior With Reference to Bajaj Auto Ltd" Iconic Research And Engineering Journals, Volume 5, Issue 1, July 2021, Page 131-140 45. Bhadrappa Haralayya . "Sales Promotion With Reference to Yamaha Motor" Iconic Research And Engineering Journals, Volume 5, Issue 1, July 2021, Page 141-149 46. Bhadrappa Haralayya . "Financial Statement Analysis Using Common Size on Mahindra Sindol Motors" Iconic Research And Engineering Journals, Volume 5, Issue 1, July 2021 , Page 150-159 47. Bhadrappa Haralayya . "Loans And Advances with Reference to PKGB Bank" Iconic Research And Engineering Journals, Volume 5, Issue 1, July 2021, Page 160-170 48. Bhadrappa Haralayya . "Study on Trend Analysis at John Deere" Iconic Research And Engineering Journals, Volume 5, Issue 1, July 2021, Page 171-181 49. Haralayya B, Aithal PS. Study on Cost Efficiency in Indian and Other Countries Experience. Journal of Advanced Research in HR and Organizational Management 2021; 8(1&2): 23-30. 50. Haralayya B, Aithal PS. Study on Theoretical Foundations of Bank Efficiency. . Journal of Advanced Research in Operational and Marketing Management 2021; 4(2): 12-23. 51. Haralayya B, Aithal PS. Study on Profitability Efficiency in Indian and Other Countries Experience. Journal of Advanced Research in Quality Control and Management 2021; 6(2): 1-10. 52. S. Vinoth, Hari Leela Vemula, Bhadrappa Haralayya, Pradeep Mamgain, Mohammed Faez Hasan, Mohd Naved, Application of cloud computing in banking and e-commerce and related security threats, Materials Today: Proceedings, 2021,ISSN 2214-7853, https://doi.org/10.1016/j.matpr.2021.11.121.(https://www.sciencedirect.com/science/article/pii/S22147853210 71285). 53. Haralayya B, Jeelan BV, Vibhute NS. Capital Structure and Factors Affecting Capital Structure. J Adv Res Eco Busi Mgmt 2021; 4(2): 4-35. 54. Vibhute NS, Haralayya B, Jeelan BV. Performance Evaluation of Selected Banks using Ratio Analysis. J Adv Res Eco Busi Mgmt 2021; 4(2): 36-44 55. Jeelan BV, Haralayya B, Vibhute NS. A Study on Empirical Analysis of Relationship between FPI and
  • 15. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 238 NIFTY Returns. J Adv Res Acct Fin Mgmt 2021; 3(2): 3-22 56. Jeelan BV, Haralayya B, Vibhute NS. A Study on Performance Evaluation of Initial Public Offering (IPO). J Adv Res Pub Poli Admn 2021; 3(2): 12-26. 57. Basha VJ, Haralayya B, Vibhute NS. Analysis of Segment Reporting with Reference to Selected Software Companies. J Adv Res Entrep Innov SMES Mgmt 2021; 4(2): 9-26. 58. Jeelan BV, Haralayya B, Vibhute NS. Co-Movement and Integration among Stock Markets: A Study of 10 Countries. J Adv Res Acct Fin Mgmt 2021; 3(2): 23-38. 59.Jeelan BV, Haralayya B, Vibhute NS. A Comparative Study on Selected Foreign Currencies. J Adv Res Eco Busi Mgmt 2021; 4(2): 45-5 60. Bhadrappa Haralayya . "A Study on Customer Satisfaction at TVS Vanish Motors Bidar" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 117-127 61. Bhadrappa Haralayya . "Consumer Buying Behavior at Kailash Motors Bidar" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 128-137 62. Bhadrappa Haralayya . "Credit Risk of Canara Bank Bidar" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 138-149 63. Bhadrappa Haralayya . "Effect of Branding on Consumer Buying Behaviour in Bharat Ford Bidar" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 150-159 64. Bhadrappa Haralayya . "Employee Engagement at Kharanja Industry Pvt Ltd Humanbad" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 160-170 65. Bhadrappa Haralayya . "Employee Performance Appraisal at Sri Veerabhadreshwar Motors Bidar" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 171-183 66. Bhadrappa Haralayya . "Employees Traning and Development at Mgssk Ltd Bhalki" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 184-196 67. Bhadrappa Haralayya . "Impact of Financial Statement Analysis on Financial Performance in Lahoti Motors Bidar" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 197-206 68. Bhadrappa Haralayya . "Impact of Ratio Analysis on Financial Performance in Royal Enfield (Bhavani Motors) Bidar" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 207-222 69. Bhadrappa Haralayya . "Sales Promotion at Keshva Enterprise Bidar" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 223-232 70. Bhadrappa Haralayya . "The Impact of Safety and Health Measures of Employees at KJD Pharma Bidar" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 233-242 71. Bhadrappa Haralayya . "Comparative Analysis of Mutual Funds in Geojit Financial Services Ltd Gulbarga" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 243-251 72. Bhadrappa Haralayya . "Cost Analysis at MGSSK Bhalki" Iconic Research And Engineering Journals
  • 16. BANKS AND FINANCIAL INSTITUTIONS ISBN:978-93-94676-00-8 Page 239 Volume 5 Issue 9 2022 Page 252-258 73. Bhadrappa Haralayya . "Employee Compensation Management at Vani Organic Pvt Ltd Bidar" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 259-266 74. Bhadrappa Haralayya . "Employees Performance Appraisal of Chettinad Cement Gulbarga" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 267-277 75. Bhadrappa Haralayya . "Ratio Analysis in Muthoot Finance Ltd Aurad" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 278-284 76. Bhadrappa Haralayya . "Study on Promotion Mix Strategy Towards Big Bazaar Bidar" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 285-291 77. Bhadrappa Haralayya . "Study on Sales Promotion Techniques Used by VKG Bajaj at Kalaburagi" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 292-298 78. Bhadrappa Haralayya . "Working Capital Management in Hyundai Showroom Bidar" Iconic Research And Engineering Journals Volume 5 Issue 9 2022 Page 299-308 79. Bhadrappa Haralayya "Study on Performance Evaluation of Mutual Funds" Iconic Research And Engineering Journals Volume 5 Issue 10 2022 Page 29-36 80. Bhadrappa Haralayya . "The Performance of Mutual Fund Schemes in The Framework of Risk and Return" Iconic Research And Engineering Journals Volume 5 Issue 10 2022 Page 37-44 81. Bhadrappa Haralayya . "Risk And Return Analysis of Mutual Funds with Reference to Banks" Iconic Research And Engineering Journals Volume 5 Issue 10 2022 Page 45-55 82. Bhadrappa Haralayya . "Comparative Study on Performance Evaluation of Mutual Funds with Reference to Banking Funds" Iconic Research And Engineering Journals Volume 5 Issue 10 2022 Page 56-64