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1
Does Bank Lending Influence
Capital Formation and
Agricultural Production ?
OBJECTIVES
• To examine the patterns in public and
private capital formation in the
agricultural sector.
– The role of banks in capital formation.
• The impact of the above on the
agricultural production
• Analyzing the gaps in the existing
model and recommendations.
2
Some Studies
• Ghulati and Bhalta (2002)
Stagnation of capital formation in
agriculture.
Public sector investment has declined in
real terms while private sector has not
been able to fill this gap.
The extent of deceleration, in particular on
public sector account and further the
reasons for the decline.
They examine the temporal behavior and
structure of public and private GCFA.
3
• Purohit and Reddy (1999)
Existence of high complementarities
between public and private capital
formation
Variations across the Indian states both in
their agricultural development and capital
formation
• Sharma, et al (2000)
– Conceptual aspects of overdues, recovery
and prudential norms,
– Impact of NPAs on health of Rural FIs.
– Analyze the patterns of NPAs
• Impact on the recovery of loans in these
institutions.
4
• Ghulati and Bhalta (2002)
– Loan disbursements of RFIs have
increased
– NPAs too have shown a corresponding
increase.
– Bad debt as percentage of loans
outstanding increased from 3.58 in 1980 to
4.2 in 1992 and declined thereafter.
DATA SET
5
285207078152491526103-04
236905685743591388102-03
182384658149691225001-02
188254048539271298000-01
129683646642211308399-00
81173309438701102598-99
63352944339791196397-98
49862744846681150896-97
36742381448491084195-96
11891614543951044190-91
Indirect
Finance
Direct
FinancePublicPrivateYears
1.3104-05
1.2703-04
1.2401-02
1.2800-01
1.3799-00
1.2698-99
1.4397-98
1.5196-97
1.5795-96
1.9290-91
% of GDPyear
6
Bank Lending to agriculture
0
10000
20000
30000
40000
50000
60000
70000
1 2 3 4 5 6 7 8
Years
Banklendingdirectand
indirect
Indirect lending
Direct lending
1432.5852491526110
1436.364359138819
1494.624969122508
1482.943927129807
1460.574221130836
1475.423870110255
1361.703979119634
1313.064668115083
1304.444849108412
1169.364395104411
PRODUCTIONyear
PUBLIC
CAPITAL
FORMATION
PRIVATE
CAPITAL
FORMATION
7
PRIVATE CAPITAL FORMATION
0
5000
10000
15000
20000
1 2 3 4 5 6 7 8 9 10
YEARS
CAPITAL
FORMATION
Series1
PUBLIC CAPITAL FORMATION
0
1000
2000
3000
4000
5000
6000
1 2 3 4 5 6 7 8 9 10
YEARS
CAPITAL
FORMATION
Series1
8
ANALYSIS
OLS MODEL
0.14562.56860.42330.6506Prod
0.2971.44740.29260.5409Public CF
0.00056126.21180.88220.9393Private CF
R2R
SIGNIFIC
ANCE
F-
value
COEFFICIENT
OF
DETERMINATION
CORELATION
COEFFICIENTFUNCTIONS
9
• Bank lending is showing an increase.
• NPAs shows a decline.
• Increasing trend towards direct credit compared to
the indirect mode.
• The private bank lending moving upwards.
– Likely to ease the pressure on the co-operative
banks which had borne the brunt of lending
towards farm operations
• The association exists between the two components
of capital formation viz. public and private capital
formation.
• There is an influence on bank lending on
capital formation both public and private
– Consequent impact on the production patterns.
• Importance of finance cannot be
underestimated
– Provide the context for banks to step up their
lending mechanisms.
• Movement from informal to formal lending
mechanism
10
• Capital formation depends also on
other factors which we have not taken
into account.
• Agricultural lending still remains a
domain of the informal sector.
• Very few studies have been undertaken.
• The need to bring this sector to mainstream
• No reliable data sources to measure its role
• Bank lending influences private capital
formation highly.
– The correlation between the direct and
indirect bank credit on the capital formation
is 93% and coefficient of determination is
88%.
• Measuring the impact of direct and indirect
bank lending on public capital formation is
comparatively lower.
• The association as measured by the coefficient
of determination is only 29%.
11
• Capital formation does lead to increase in
production.
• There is a strong correlation between the public and
private capital formation and agricultural production.
• The impact as measured by the coefficient of
determination is less than 50% .
• Production is subjected in different degrees to
influences from land salinity, rainfall and labor costs.
THANK YOU
PRESENTED BY:
NAMRATA
CHOUDHARY

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Namrata choudhry bank lending and capital formation

  • 1. 1 Does Bank Lending Influence Capital Formation and Agricultural Production ? OBJECTIVES • To examine the patterns in public and private capital formation in the agricultural sector. – The role of banks in capital formation. • The impact of the above on the agricultural production • Analyzing the gaps in the existing model and recommendations.
  • 2. 2 Some Studies • Ghulati and Bhalta (2002) Stagnation of capital formation in agriculture. Public sector investment has declined in real terms while private sector has not been able to fill this gap. The extent of deceleration, in particular on public sector account and further the reasons for the decline. They examine the temporal behavior and structure of public and private GCFA.
  • 3. 3 • Purohit and Reddy (1999) Existence of high complementarities between public and private capital formation Variations across the Indian states both in their agricultural development and capital formation • Sharma, et al (2000) – Conceptual aspects of overdues, recovery and prudential norms, – Impact of NPAs on health of Rural FIs. – Analyze the patterns of NPAs • Impact on the recovery of loans in these institutions.
  • 4. 4 • Ghulati and Bhalta (2002) – Loan disbursements of RFIs have increased – NPAs too have shown a corresponding increase. – Bad debt as percentage of loans outstanding increased from 3.58 in 1980 to 4.2 in 1992 and declined thereafter. DATA SET
  • 6. 6 Bank Lending to agriculture 0 10000 20000 30000 40000 50000 60000 70000 1 2 3 4 5 6 7 8 Years Banklendingdirectand indirect Indirect lending Direct lending 1432.5852491526110 1436.364359138819 1494.624969122508 1482.943927129807 1460.574221130836 1475.423870110255 1361.703979119634 1313.064668115083 1304.444849108412 1169.364395104411 PRODUCTIONyear PUBLIC CAPITAL FORMATION PRIVATE CAPITAL FORMATION
  • 7. 7 PRIVATE CAPITAL FORMATION 0 5000 10000 15000 20000 1 2 3 4 5 6 7 8 9 10 YEARS CAPITAL FORMATION Series1 PUBLIC CAPITAL FORMATION 0 1000 2000 3000 4000 5000 6000 1 2 3 4 5 6 7 8 9 10 YEARS CAPITAL FORMATION Series1
  • 8. 8 ANALYSIS OLS MODEL 0.14562.56860.42330.6506Prod 0.2971.44740.29260.5409Public CF 0.00056126.21180.88220.9393Private CF R2R SIGNIFIC ANCE F- value COEFFICIENT OF DETERMINATION CORELATION COEFFICIENTFUNCTIONS
  • 9. 9 • Bank lending is showing an increase. • NPAs shows a decline. • Increasing trend towards direct credit compared to the indirect mode. • The private bank lending moving upwards. – Likely to ease the pressure on the co-operative banks which had borne the brunt of lending towards farm operations • The association exists between the two components of capital formation viz. public and private capital formation. • There is an influence on bank lending on capital formation both public and private – Consequent impact on the production patterns. • Importance of finance cannot be underestimated – Provide the context for banks to step up their lending mechanisms. • Movement from informal to formal lending mechanism
  • 10. 10 • Capital formation depends also on other factors which we have not taken into account. • Agricultural lending still remains a domain of the informal sector. • Very few studies have been undertaken. • The need to bring this sector to mainstream • No reliable data sources to measure its role • Bank lending influences private capital formation highly. – The correlation between the direct and indirect bank credit on the capital formation is 93% and coefficient of determination is 88%. • Measuring the impact of direct and indirect bank lending on public capital formation is comparatively lower. • The association as measured by the coefficient of determination is only 29%.
  • 11. 11 • Capital formation does lead to increase in production. • There is a strong correlation between the public and private capital formation and agricultural production. • The impact as measured by the coefficient of determination is less than 50% . • Production is subjected in different degrees to influences from land salinity, rainfall and labor costs. THANK YOU PRESENTED BY: NAMRATA CHOUDHARY