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Global microscope on the microfinance business environment 2012

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23<br />

l Countries with a str<strong>on</strong>g instituti<strong>on</strong>al<br />

framework for microfi nance (as defi ned by <strong>the</strong><br />

Microscope) tend to reach more borrowers<br />

than countries with weaker instituti<strong>on</strong>al<br />

c<strong>on</strong>diti<strong>on</strong>s. This observati<strong>on</strong> especially holds<br />

true for countries with transparent pricing<br />

regulati<strong>on</strong>s and good dispute resoluti<strong>on</strong><br />

mechanisms. The instituti<strong>on</strong>al framework<br />

category regressi<strong>on</strong>s dem<strong>on</strong>strate that <strong>the</strong><br />

str<strong>on</strong>gest link exists between <strong>the</strong> Microscope’s<br />

“input” variables and <strong>the</strong> collected “outcome”<br />

variables. Owing mainly to <strong>the</strong> indicators in <strong>the</strong><br />

instituti<strong>on</strong>al framework category, <strong>the</strong> overall<br />

Microscope is signifi cantly positively associated<br />

with country-level penetrati<strong>on</strong> variables (that<br />

is, number of MFI borrowers as a share of total<br />

populati<strong>on</strong>, and as a share of poor populati<strong>on</strong>),<br />

average loan portfolio size of MFIs at <strong>the</strong><br />

country level (from <strong>the</strong> MIX), and <strong>the</strong> overall<br />

loan portfolio size of individual MFIs (also from<br />

<strong>the</strong> MIX).The Microscope’s client protecti<strong>on</strong><br />

indicators are also associated with larger<br />

average loan sizes and lower impaired loan<br />

shares at an MFI level.<br />

l Regulatory capacity is also positively<br />

associated with microfi nance penetrati<strong>on</strong><br />

measures and with loan sizes. O<strong>the</strong>r indicators<br />

measuring <strong>the</strong> strength and quality of<br />

microfi nance regulati<strong>on</strong>s do not seem to<br />

correlate as str<strong>on</strong>gly with penetrati<strong>on</strong>,<br />

suggesting a minimal associati<strong>on</strong> with <strong>the</strong><br />

development of <strong>the</strong> microfi nance sector.<br />

© The Ec<strong>on</strong>omist Intelligence Unit Limited <strong>2012</strong><br />

<str<strong>on</strong>g>Global</str<strong>on</strong>g> <str<strong>on</strong>g>microscope</str<strong>on</strong>g> <strong>on</strong> <strong>the</strong> microfi nance <strong>business</strong> envir<strong>on</strong>ment <strong>2012</strong><br />

l Better regulatory frameworks are positively<br />

associated with larger loan sizes, more gender<br />

diversity in clientele, and lower shares of<br />

portfolio at risk. This relati<strong>on</strong>ship is not causal,<br />

however, as growth in loan sizes, client base and<br />

reduced risk could lead to regulatory reforms<br />

just as easily as <strong>the</strong>y could be <strong>the</strong> result of<br />

positive reform.<br />

Future research will use instrumental variables<br />

estimati<strong>on</strong> approaches to explore some of <strong>the</strong><br />

associati<strong>on</strong>s found thus far in more detail, and to<br />

see if <strong>the</strong>y should be interpreted as causal. That is,<br />

do improved scores <strong>on</strong> <strong>the</strong> index lead to<br />

penetrati<strong>on</strong> gains and improvement <strong>on</strong> o<strong>the</strong>r<br />

microfi nance outcomes, or do index scores increase<br />

as a result of improved performance and greater<br />

penetrati<strong>on</strong>? If <strong>the</strong> former is true, policymakers<br />

could more actively pursue improvements in <strong>the</strong><br />

microfi nance <strong>business</strong> envir<strong>on</strong>ment. If <strong>the</strong> latter<br />

holds, policy advice could be tailored to ensure<br />

that <strong>the</strong> <strong>business</strong> envir<strong>on</strong>ment, especially<br />

comp<strong>on</strong>ents related to regulati<strong>on</strong> and supervisi<strong>on</strong>,<br />

are well tailored to <strong>the</strong> level of development of <strong>the</strong><br />

microfi nance sector in a country. At <strong>the</strong> very least,<br />

however, <strong>the</strong>se signifi cant associati<strong>on</strong>s indicate<br />

that <strong>the</strong> 2011 Microscope is appropriately tracking<br />

variati<strong>on</strong> of microfi nance development across<br />

countries and instituti<strong>on</strong>s.

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