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Promoting SMEs though Access to
Finance
Presented by:
M. A. Baqui Khalily
Department of Finance
University of Dhaka, Bangladesh.
Overwhelming Interest in
Access to Finance
 Seminal work of McKinnon (1973) and Shaw
(1973) led to re-emergence of the issue of
“finance matters in development”
 The classical work of Patrick (1966) – ‘demand
following’ and ‘supply-leading’ finance strategy is
re-visited.
 Debate on the direction of causality between
finance and growth. This is well documented
(King and Levin (1993), Levin and Zervos (1998),
Arestis et. al. (2001), Gupta (1984).
 Several conclusions are derived from the
literature: Finance follows growth in developing
countries, and growth induces finance in
Micro Level Research on Access
to Finance
 Rajan and Zingles (1998): Industries with access
to external finance grow at faster rate.
 Wurgler (2000) and Aghian et. al. (2007) with
similar conclusion: Increase in investment in more
growing industries.
 BUT small and medium industries find it difficult to
raise funds for inherent behavioral characteristics
of financial institutions (Hutchinson and Xavier
2007; Berger and Udell 2004).
 Research on impact of microfinance reinforces
the fact ‘access to finance’ matters (e.g., Hossain
1988; Khandker; Zohir et. al.; Rahman et. al.)
SMEs in Development Agenda
 Most of the growth theories suggest that
industrialization is the engine of economic growth
 A balanced growth of both agriculture and
industrialization is very important and necessary
for the economic development of Bangladesh
 For pursuing the industrial development efforts,
the main objectives and strategies focused are
optimal utilization of resources, creating
employment opportunities and catalyzing the
growth of production and exports
SMEs in Development Agenda
 The World Business Council for Sustainable
Development (WBCSD) showed that in the
developing countries, more than 90% of all firms,
outside the agricultural sector, are SMEs and
microenterprises and generating a significant
portion of GDP
 In Bangladesh, enterprises of less than 100
employees account for 99% of firms and 58% of
employment
SMEs in Development Agenda
(cont.)
 Well managed and healthy SMEs are a source of
employment and wealth as well as poverty
alleviation. Moreover, there is a positive relationship
between a country’s overall level of income and the
number of SMEs per 1,000 people (IFC, 2006)
 The World Bank’s Doing Business reports indicate
that a healthy SME sector corresponds with a
reduced level of informal or “black market” activities
 Local SMEs can work as an important source of
supply and service provision to the large enterprises
of both national and internationals
 SME is also good for communities itself, because
through employment creation and growth, it will
improve the standard of living of the communities.
Sources of Finance and Stages of
SME Development
 The entrepreneurs require mainly three types of
finances:
 (i) equity capital - to finance assets at the start of a business;
 (ii) debts – to refinance assets; and
 (iii) working capital – to maintain the day-to-day activities
(Jesmin, 2009)
 Access to credit/financing is deemed to be one of
the greatest hurdles faced by SMEs
Financing stages (saublens)
 Bangladesh inherited a weak backbone of
industrialization since independence.
 According to Bangladesh economic review, the
contribution of the broad industry sector to real
GDP:
 17.31 percent in 1980-81,
 29.95 percent in 2009-10
 SMEs witnessed very limited growth during 90s, and
this was mainly due to negative growth of the small
industries (employment size less than 20).
INDUSTRIALIZATION AND SME
DEVELOPMENT IN BANGLADESH
State of SMEs in Bangladesh
 The importance of SME especially small and cottage
industries is always recognized in every
development plans of government before and since
liberation
 Recently the development partners also giving
importance to SMEs
 The government of Bangladesh is also taking a lot
measures for the improvement of the SMEs:
 Targeted program for SME
 Targeted for women entrepreneurs
 SME Foundation
 Refinancing of SME loans
 The main constraints of financing, even with
State of SMEs in Bangladesh
 There were approximately 6 million micro, small
and medium enterprises (MSMEs), which included
enterprises with up to 100 workers employing a
total of 31 million people, equivalent to 40 per cent
of the population of the country of age 15 years and
above (MIDAS,2003)
 By the end of 2010, it has grown enormously, at
least by 50 percent. Approximately around 9 milion
MSMEs.
 Contribution of MFIs.
State of SMEs in Bangladesh
 There are more than 600,000 small and cottage
enterprises in Bangladesh (Ahmed, 2004) .
 Some 3 million micro enterprises are also in
operation
 90 percent of all industrial units are SMEs (SEDF,
2003)
 If we accept the estimates of Ahmed (2004) and the
fact reported by SEDF, it can be estimated that there
are some 900,000 industrial units in the country.
Manufacturing sector contributes only around 10
percent of total employment.
State of SMEs in Bangladesh
 Return to capital investment is higher for micro
and small enterprises (above 30 percent)
compared to 13 percent for the medium
enterprises
 SMEs in Bangladesh have higher profitability than
some European countries. Operating profit of
SMEs as reported in SEDF (2006):
 Bangladesh: 12 percent
 Greece: 7 percent
 Franc 5.1 percent, and Canada: 9.2 percent
 SMEs in Bangladesh have higher potentials and
can play very significant role in growth and
development, as it is Japan.
State of SMEs in Bangladesh
 There is no precise estimate of the contribution of SMEs
to GDP. Serder (2000) reported around 20 percent
contribution of small-scale enterprises to GDP.
 Daniels (2003): Contribution of MSMEs - around 25
percent to GDP. The contribution is expected to increase
with the inclusion of public sector enterprises.
 Rabbani and Sulaiman (2005) show that SMEs with
relaxed liquidity constraint because of bank finance tend
to create more employment than the SMEs with lesser or
no access to credit
 Despite lack of adequate data, empirical evidences
suggest that SMEs perhaps contribute around 25 percent
to GDP
SME Financing in Bangladesh
 Dismal pictures of SME financing:
 Khan, Imam and Khatun (1998)
 Khan, Imam, Khatun and Ahmed (2003)
 Daniels (2003)
 SEDF (2006)
 All these studies report same findings: Around forty
percent of the SMEs do not approach banks for loans.
Around fifteen percent of the loan applications are
rejected on the ground of guarantee or collateral,
asymmetric information and high transaction cost
 In Bangladesh, SMEs are largely financed by own
funds.
 Equity fund through capital market is not a widely
SME Financing in Bangladesh
 The recent study of SEDF (2006) reinforces the
earlier findings that SMEs have limited access to
bank financing
 It shows that about two-third of the SMEs did not
approach banks for loans
 Most of them approached banks for working
capital loans. Not all of them were granted loans
 It takes about two months on an average to get
loan sanctioned. The findings are similar to the
earlier studies.
Finance is a constraint
 Access of the small enterprises to credit has not
improved over the past 30 year – access to
finance is still a dominating constraint.
 All previous studies reported the same:
 SEDF (2006)
 Task Force report 2004
 Ahmed 2004
 Khan et.al. (2003)
 Daniels (2003)
 Serder (2000)
 Khan et. al. (1998)
 Rahman et. al. (1979)
What is the Present Trend? Small
have little access
Trend in Industrial Finance by Size
Year
Industrial Term
Credit
Working Capital As % of Total
credit
LME SE LME SE Industrial
Credit
Working
capital
2009 89.08 4.04 95.47 2.33 21.30 17.59
2005 93.06 3.04 93.75 5.46 17.87 20.43
2004 93.35 3.52 92.88 6.34 18.59 19.49
2003 94.26 2.95 93.56 5.72 19.51 16.97
Source: Bangladesh Bank Publications
What restricts banks to finance
SMEs?
 Literature on industrial finance and entrepreneurship
development amply document two factors that
restrict banks to extend sufficient credit facilities to
the SME sector.:
 Collateral,
 High transaction cost
• Empirical evidences suggest that banks do not
sanction credit to the SMEs for lack of collateral and
high transaction cost (SEDF 2006; Khan et. al.,
2003; Khalily et. al. 1994, Rahman et. al. 1979).
• SEDF (2006) reports that even 16 percent of loans
sanctioned did not take loan for lack of sufficient
What Do We learn?
 Small enterprises are largely excluded. They are
the “Missing Middle’. This group has nether
access to formal credit market nor do they have
access to micro credit market.
 Collateral is a constraint for promoting SMEs, in
particular small enterprises.
BRAC Bank and “Missing Middle”
 BRAC bank initiated SMEs lending in 2001
 BRAC Bank emerged through a process of learning.
BRAC
 They probably perceived that while the ‘big push’
was required for taking micro enterprises to the next
phase of development, it was important that small
enterprises are promoted as they are the ‘missing
middle’ in the path of development
 In the private banks, the SMEs did not get sufficient
access to get loan as the large corporation did.
 BRAC bank came to break that tradition, and started
providing different types of SME loans, particularly
Total number of borrowers by year (in
thousands)
2007 2008 2009 2010
52.12
77.49
65.42
59.39
1.26
2.84
1.92
1.03
53.38
80.33
67.34
60.42
Male Female Total
Industry mix of SME customers
2007 2008 2009 2010
49,791
52,285
44,007
40,687
2161
13389
8881
9351
1,063
12,439
12,554
8,960
356
2,225
1,891
1,418
Trade Agriculture Manufacturing Service
BRAC Bank, as a Development
Bank, follows Triple Bottom Line
 Although BRAC Bank finances SMEs, its focus has been on
the small enterprises with average loan size around TK 5
lacs. WHY?
 They are largely left out in the credit market
 Small entrepreneurs are essentially the people within lower 50th
percentile of income distribution
 These entrepreneurs learn through doing, and/or learning from the
experience of others in the same profitable business
 They have potentials to grow with backward and forward linkages
 These enterprises are generally family enterprises with participation
of qualified family members and hired laborers
 They will be effective agents of change at the community level
 promoting small enterprises will in fact help others with
homogeneous characteristics to learn from the experiences of these
arguably successful entrepreneurs.
 BRA Bank not only provides credit to small business, they
How Effective is BRAC Bank?
 A recent study shows that BRAC Bank has made
impact at the enterprise and household level of the
borrowers.
 The study was conducted over randomly selected 525
enterprises of 21 SME unit offices of BRAC bank
 Of the enterprise borrowers, 35 percent were repeat
borrowers. The other samples included enterprises who
did not apply for repeat loan or rejected for the repeat
loan.
 The basic characteristics prior to accessing Brac Bank
credit were homogenous in terms of number of
employees, assets size, initial capital size.
Results
Types of
Borrowers
Age of the
entrepreneur
Educational
qualification of
the
entrepreneurs
Experience
in Current
business
Experience in
Family
business
New
38.11
(8.48)
[134]
9.49
(2.97)
[134]
12.13
(7.12)
[134]
11.00
(13.22)
[7]
Repeat
40.01
(8.60)
[286]
9.54
(3.31)
[286]
15.01
(8.30)
[286]
8.05
(10.48)
[19]
Total
39.41
(8.60)
[420]
9.53
(3.20)
[420]
14.09
(8.04)
[420]
8.85
(11.08)
[26]
Table: General characteristics of the
borrowers
Indicators Variable t-test
Difference as % of
Control
Accumulation
of Assets
Total Assets at cost (USD) 4.34 62.08
Total Assets at Market Price
(USD)
4.77 50.12
Growth rate of Total Assets
(USD)
3.69 111.85
Utilization of
resources
Growth rate of Fixed Assets at
cost
3.04 98.95
Growth rate of Fixed Assets at
market price
6.37 157.75
Ratio of Fixed assets to Total
Assets
-2.49 -12.75
Sales-fixed Assets 2.16 66.3
Long Run
profitability
Growth Sales
Sales (US Dollar)
3.19
4.43
98.24
76.3
Profitability
Profit (USD) 1.81 2.82
Growth rate of Profit 2.68 75.02
ROA -4.69 -22.97
Rate of Return -6.38 -27.43
Financial
Total Capital (USD) 4.1 33.44
Table: PSM estimates of financial
indicators
Table: Matrix of Economic Indicators
Economic
indicators
Specific
measuremen
t indicators
Repeat
Borrower
s
New
Borrower
s
Differenc
e
t-stat
% of
chang
e over
contro
l
(N=134) (N=286)
Employment
creation
Number of
full time
male
employees
2.26 1.62 0.64 3.27 39.64
Number of
full time
female
employees
0.31 0.29 0.02 0.23
Table : Matrix of Economic Indicators:
reflection of Perceptions (percent)
Economic
indicators
Repeat
Borrowe
rs
New
Borrower
s
Differenc
e
t-stat
Percentag
e change
Generation of
savings
75.95 72.24 3.70 0.37 -
Income
enhancement
52.21 30.88 21.34 6.60 69.12
Business
expansion
71.71 35.03 36.68 8.84 104.70
Creation of
competitive
environment
or business
74.68 71.51
3.17 0.49 -
Table : Matrix of Social indicators
Social indicators
Repeat
Borrowers
Repeat
borrowers
Difference t-value
Percentage
of change
(N=134) (N=286)
Use of child labor
(Number)
0.09 0.04
0.05
1.57 14.20
Education of
children
(Percentage
increase in
expenditure)
51.88 28.52
23.35
4.30 81.89
Health
(Percentage
increase in
expenditure)
45.99 26.33
19.66
6.81 74.69
Television
(percentage
increase in
expenditure)
15.64 6.53
9.11
4.04 139.46
Table : Matrix of Market Development
Indicators
Market development indicators Growth rate
Backward linkage 167 percent
Forward linkage 127.8 percent
Expansion of similar business 98.67
Effectiveness
indicators
Specific
measurement
indicators
First time
borrower
Repeated
borrower
Di
P>|z|
DiD
P>|z|
Creating
awareness
Communication
by bank staff
47.27
(121)
47.95
(281)
0.68
0.9004
Bank
advertisement
3.91
(10)
2.73
(16)
-1.18
0.530
Proximity to the
unit office of
BRAC Bank
9.77
(25)
14.68
(86)
4.91
0.528
Cost of fund Low interest rate
2.76
(7)
4.45
(25)
1.69
0.421
Accessibility
to BRAC loan
Borrower-friendly
flexible lending
system
50.00
(127)
45.20
(254)
-0.048
0.376
Table: Matrix of effectiveness indicators
BRAC BANK is effective
 BRAC Bank is effective in reaching the long
ignored “missing middle” with average loan size
of around Taka350,000.
 They do provide collateral free loans.
 Their loan programs have positive impacts at the
enterprise and household level. Most
interestingly, it has contributed to backward and
forward linkages.
 The bank operates largely in rural areas, and
therefore playing a critical role in rural financial
market
Can MFIs play a role in reaching
out ‘missing middle’?
 MFIs are largely financing micro enterprises in
Bangladesh.
 Missing middle can be financed by MFIs if lateral
entry is permitted. Microcredit Regulatory Agency
should think about it.
 This will also create competition in rural credit
market.

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khalily.ppt

  • 1. Promoting SMEs though Access to Finance Presented by: M. A. Baqui Khalily Department of Finance University of Dhaka, Bangladesh.
  • 2. Overwhelming Interest in Access to Finance  Seminal work of McKinnon (1973) and Shaw (1973) led to re-emergence of the issue of “finance matters in development”  The classical work of Patrick (1966) – ‘demand following’ and ‘supply-leading’ finance strategy is re-visited.  Debate on the direction of causality between finance and growth. This is well documented (King and Levin (1993), Levin and Zervos (1998), Arestis et. al. (2001), Gupta (1984).  Several conclusions are derived from the literature: Finance follows growth in developing countries, and growth induces finance in
  • 3. Micro Level Research on Access to Finance  Rajan and Zingles (1998): Industries with access to external finance grow at faster rate.  Wurgler (2000) and Aghian et. al. (2007) with similar conclusion: Increase in investment in more growing industries.  BUT small and medium industries find it difficult to raise funds for inherent behavioral characteristics of financial institutions (Hutchinson and Xavier 2007; Berger and Udell 2004).  Research on impact of microfinance reinforces the fact ‘access to finance’ matters (e.g., Hossain 1988; Khandker; Zohir et. al.; Rahman et. al.)
  • 4. SMEs in Development Agenda  Most of the growth theories suggest that industrialization is the engine of economic growth  A balanced growth of both agriculture and industrialization is very important and necessary for the economic development of Bangladesh  For pursuing the industrial development efforts, the main objectives and strategies focused are optimal utilization of resources, creating employment opportunities and catalyzing the growth of production and exports
  • 5. SMEs in Development Agenda  The World Business Council for Sustainable Development (WBCSD) showed that in the developing countries, more than 90% of all firms, outside the agricultural sector, are SMEs and microenterprises and generating a significant portion of GDP  In Bangladesh, enterprises of less than 100 employees account for 99% of firms and 58% of employment
  • 6. SMEs in Development Agenda (cont.)  Well managed and healthy SMEs are a source of employment and wealth as well as poverty alleviation. Moreover, there is a positive relationship between a country’s overall level of income and the number of SMEs per 1,000 people (IFC, 2006)  The World Bank’s Doing Business reports indicate that a healthy SME sector corresponds with a reduced level of informal or “black market” activities  Local SMEs can work as an important source of supply and service provision to the large enterprises of both national and internationals  SME is also good for communities itself, because through employment creation and growth, it will improve the standard of living of the communities.
  • 7. Sources of Finance and Stages of SME Development  The entrepreneurs require mainly three types of finances:  (i) equity capital - to finance assets at the start of a business;  (ii) debts – to refinance assets; and  (iii) working capital – to maintain the day-to-day activities (Jesmin, 2009)  Access to credit/financing is deemed to be one of the greatest hurdles faced by SMEs
  • 9.  Bangladesh inherited a weak backbone of industrialization since independence.  According to Bangladesh economic review, the contribution of the broad industry sector to real GDP:  17.31 percent in 1980-81,  29.95 percent in 2009-10  SMEs witnessed very limited growth during 90s, and this was mainly due to negative growth of the small industries (employment size less than 20). INDUSTRIALIZATION AND SME DEVELOPMENT IN BANGLADESH
  • 10. State of SMEs in Bangladesh  The importance of SME especially small and cottage industries is always recognized in every development plans of government before and since liberation  Recently the development partners also giving importance to SMEs  The government of Bangladesh is also taking a lot measures for the improvement of the SMEs:  Targeted program for SME  Targeted for women entrepreneurs  SME Foundation  Refinancing of SME loans  The main constraints of financing, even with
  • 11. State of SMEs in Bangladesh  There were approximately 6 million micro, small and medium enterprises (MSMEs), which included enterprises with up to 100 workers employing a total of 31 million people, equivalent to 40 per cent of the population of the country of age 15 years and above (MIDAS,2003)  By the end of 2010, it has grown enormously, at least by 50 percent. Approximately around 9 milion MSMEs.  Contribution of MFIs.
  • 12. State of SMEs in Bangladesh  There are more than 600,000 small and cottage enterprises in Bangladesh (Ahmed, 2004) .  Some 3 million micro enterprises are also in operation  90 percent of all industrial units are SMEs (SEDF, 2003)  If we accept the estimates of Ahmed (2004) and the fact reported by SEDF, it can be estimated that there are some 900,000 industrial units in the country. Manufacturing sector contributes only around 10 percent of total employment.
  • 13. State of SMEs in Bangladesh  Return to capital investment is higher for micro and small enterprises (above 30 percent) compared to 13 percent for the medium enterprises  SMEs in Bangladesh have higher profitability than some European countries. Operating profit of SMEs as reported in SEDF (2006):  Bangladesh: 12 percent  Greece: 7 percent  Franc 5.1 percent, and Canada: 9.2 percent  SMEs in Bangladesh have higher potentials and can play very significant role in growth and development, as it is Japan.
  • 14. State of SMEs in Bangladesh  There is no precise estimate of the contribution of SMEs to GDP. Serder (2000) reported around 20 percent contribution of small-scale enterprises to GDP.  Daniels (2003): Contribution of MSMEs - around 25 percent to GDP. The contribution is expected to increase with the inclusion of public sector enterprises.  Rabbani and Sulaiman (2005) show that SMEs with relaxed liquidity constraint because of bank finance tend to create more employment than the SMEs with lesser or no access to credit  Despite lack of adequate data, empirical evidences suggest that SMEs perhaps contribute around 25 percent to GDP
  • 15. SME Financing in Bangladesh  Dismal pictures of SME financing:  Khan, Imam and Khatun (1998)  Khan, Imam, Khatun and Ahmed (2003)  Daniels (2003)  SEDF (2006)  All these studies report same findings: Around forty percent of the SMEs do not approach banks for loans. Around fifteen percent of the loan applications are rejected on the ground of guarantee or collateral, asymmetric information and high transaction cost  In Bangladesh, SMEs are largely financed by own funds.  Equity fund through capital market is not a widely
  • 16. SME Financing in Bangladesh  The recent study of SEDF (2006) reinforces the earlier findings that SMEs have limited access to bank financing  It shows that about two-third of the SMEs did not approach banks for loans  Most of them approached banks for working capital loans. Not all of them were granted loans  It takes about two months on an average to get loan sanctioned. The findings are similar to the earlier studies.
  • 17. Finance is a constraint  Access of the small enterprises to credit has not improved over the past 30 year – access to finance is still a dominating constraint.  All previous studies reported the same:  SEDF (2006)  Task Force report 2004  Ahmed 2004  Khan et.al. (2003)  Daniels (2003)  Serder (2000)  Khan et. al. (1998)  Rahman et. al. (1979)
  • 18. What is the Present Trend? Small have little access Trend in Industrial Finance by Size Year Industrial Term Credit Working Capital As % of Total credit LME SE LME SE Industrial Credit Working capital 2009 89.08 4.04 95.47 2.33 21.30 17.59 2005 93.06 3.04 93.75 5.46 17.87 20.43 2004 93.35 3.52 92.88 6.34 18.59 19.49 2003 94.26 2.95 93.56 5.72 19.51 16.97 Source: Bangladesh Bank Publications
  • 19. What restricts banks to finance SMEs?  Literature on industrial finance and entrepreneurship development amply document two factors that restrict banks to extend sufficient credit facilities to the SME sector.:  Collateral,  High transaction cost • Empirical evidences suggest that banks do not sanction credit to the SMEs for lack of collateral and high transaction cost (SEDF 2006; Khan et. al., 2003; Khalily et. al. 1994, Rahman et. al. 1979). • SEDF (2006) reports that even 16 percent of loans sanctioned did not take loan for lack of sufficient
  • 20. What Do We learn?  Small enterprises are largely excluded. They are the “Missing Middle’. This group has nether access to formal credit market nor do they have access to micro credit market.  Collateral is a constraint for promoting SMEs, in particular small enterprises.
  • 21. BRAC Bank and “Missing Middle”  BRAC bank initiated SMEs lending in 2001  BRAC Bank emerged through a process of learning. BRAC  They probably perceived that while the ‘big push’ was required for taking micro enterprises to the next phase of development, it was important that small enterprises are promoted as they are the ‘missing middle’ in the path of development  In the private banks, the SMEs did not get sufficient access to get loan as the large corporation did.  BRAC bank came to break that tradition, and started providing different types of SME loans, particularly
  • 22. Total number of borrowers by year (in thousands) 2007 2008 2009 2010 52.12 77.49 65.42 59.39 1.26 2.84 1.92 1.03 53.38 80.33 67.34 60.42 Male Female Total
  • 23. Industry mix of SME customers 2007 2008 2009 2010 49,791 52,285 44,007 40,687 2161 13389 8881 9351 1,063 12,439 12,554 8,960 356 2,225 1,891 1,418 Trade Agriculture Manufacturing Service
  • 24. BRAC Bank, as a Development Bank, follows Triple Bottom Line  Although BRAC Bank finances SMEs, its focus has been on the small enterprises with average loan size around TK 5 lacs. WHY?  They are largely left out in the credit market  Small entrepreneurs are essentially the people within lower 50th percentile of income distribution  These entrepreneurs learn through doing, and/or learning from the experience of others in the same profitable business  They have potentials to grow with backward and forward linkages  These enterprises are generally family enterprises with participation of qualified family members and hired laborers  They will be effective agents of change at the community level  promoting small enterprises will in fact help others with homogeneous characteristics to learn from the experiences of these arguably successful entrepreneurs.  BRA Bank not only provides credit to small business, they
  • 25. How Effective is BRAC Bank?  A recent study shows that BRAC Bank has made impact at the enterprise and household level of the borrowers.  The study was conducted over randomly selected 525 enterprises of 21 SME unit offices of BRAC bank  Of the enterprise borrowers, 35 percent were repeat borrowers. The other samples included enterprises who did not apply for repeat loan or rejected for the repeat loan.  The basic characteristics prior to accessing Brac Bank credit were homogenous in terms of number of employees, assets size, initial capital size.
  • 26. Results Types of Borrowers Age of the entrepreneur Educational qualification of the entrepreneurs Experience in Current business Experience in Family business New 38.11 (8.48) [134] 9.49 (2.97) [134] 12.13 (7.12) [134] 11.00 (13.22) [7] Repeat 40.01 (8.60) [286] 9.54 (3.31) [286] 15.01 (8.30) [286] 8.05 (10.48) [19] Total 39.41 (8.60) [420] 9.53 (3.20) [420] 14.09 (8.04) [420] 8.85 (11.08) [26] Table: General characteristics of the borrowers
  • 27. Indicators Variable t-test Difference as % of Control Accumulation of Assets Total Assets at cost (USD) 4.34 62.08 Total Assets at Market Price (USD) 4.77 50.12 Growth rate of Total Assets (USD) 3.69 111.85 Utilization of resources Growth rate of Fixed Assets at cost 3.04 98.95 Growth rate of Fixed Assets at market price 6.37 157.75 Ratio of Fixed assets to Total Assets -2.49 -12.75 Sales-fixed Assets 2.16 66.3 Long Run profitability Growth Sales Sales (US Dollar) 3.19 4.43 98.24 76.3 Profitability Profit (USD) 1.81 2.82 Growth rate of Profit 2.68 75.02 ROA -4.69 -22.97 Rate of Return -6.38 -27.43 Financial Total Capital (USD) 4.1 33.44 Table: PSM estimates of financial indicators
  • 28. Table: Matrix of Economic Indicators Economic indicators Specific measuremen t indicators Repeat Borrower s New Borrower s Differenc e t-stat % of chang e over contro l (N=134) (N=286) Employment creation Number of full time male employees 2.26 1.62 0.64 3.27 39.64 Number of full time female employees 0.31 0.29 0.02 0.23
  • 29. Table : Matrix of Economic Indicators: reflection of Perceptions (percent) Economic indicators Repeat Borrowe rs New Borrower s Differenc e t-stat Percentag e change Generation of savings 75.95 72.24 3.70 0.37 - Income enhancement 52.21 30.88 21.34 6.60 69.12 Business expansion 71.71 35.03 36.68 8.84 104.70 Creation of competitive environment or business 74.68 71.51 3.17 0.49 -
  • 30. Table : Matrix of Social indicators Social indicators Repeat Borrowers Repeat borrowers Difference t-value Percentage of change (N=134) (N=286) Use of child labor (Number) 0.09 0.04 0.05 1.57 14.20 Education of children (Percentage increase in expenditure) 51.88 28.52 23.35 4.30 81.89 Health (Percentage increase in expenditure) 45.99 26.33 19.66 6.81 74.69 Television (percentage increase in expenditure) 15.64 6.53 9.11 4.04 139.46
  • 31. Table : Matrix of Market Development Indicators Market development indicators Growth rate Backward linkage 167 percent Forward linkage 127.8 percent Expansion of similar business 98.67
  • 32. Effectiveness indicators Specific measurement indicators First time borrower Repeated borrower Di P>|z| DiD P>|z| Creating awareness Communication by bank staff 47.27 (121) 47.95 (281) 0.68 0.9004 Bank advertisement 3.91 (10) 2.73 (16) -1.18 0.530 Proximity to the unit office of BRAC Bank 9.77 (25) 14.68 (86) 4.91 0.528 Cost of fund Low interest rate 2.76 (7) 4.45 (25) 1.69 0.421 Accessibility to BRAC loan Borrower-friendly flexible lending system 50.00 (127) 45.20 (254) -0.048 0.376 Table: Matrix of effectiveness indicators
  • 33. BRAC BANK is effective  BRAC Bank is effective in reaching the long ignored “missing middle” with average loan size of around Taka350,000.  They do provide collateral free loans.  Their loan programs have positive impacts at the enterprise and household level. Most interestingly, it has contributed to backward and forward linkages.  The bank operates largely in rural areas, and therefore playing a critical role in rural financial market
  • 34. Can MFIs play a role in reaching out ‘missing middle’?  MFIs are largely financing micro enterprises in Bangladesh.  Missing middle can be financed by MFIs if lateral entry is permitted. Microcredit Regulatory Agency should think about it.  This will also create competition in rural credit market.