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the gap between the lead<strong>in</strong>g <strong>and</strong> the<br />

lagg<strong>in</strong>g districts is <strong>in</strong>creas<strong>in</strong>g with the<br />

passage of time, which should worry<br />

<strong>policy</strong> makers who are <strong>in</strong>terested <strong>in</strong><br />

br<strong>in</strong>g<strong>in</strong>g about <strong>spatial</strong> equality.<br />

Poverty Impacts of Public<br />

Investments <strong>and</strong> Causes of<br />

Industry Agglomerations<br />

The econometric evidence shows that<br />

poverty coexists with illiteracy of<br />

household heads <strong>and</strong> lack of household<br />

asset ownership. Therefore, the<br />

government emphasis on human<br />

capital accumulation <strong>and</strong> social <strong>and</strong><br />

physical <strong>in</strong>frastructure <strong>development</strong> as<br />

tools for poverty reduction makes<br />

sense. Policies that seek universal<br />

access to education by <strong>in</strong>creas<strong>in</strong>g the<br />

quantity <strong>and</strong> quality of schools <strong>and</strong><br />

colleges seem to have a strong power<br />

to reduce poverty. While current<br />

attention to <strong>in</strong>vestment <strong>in</strong> social<br />

<strong>in</strong>frastructure is clearly appropriate,<br />

<strong>policy</strong> <strong>in</strong>attention to <strong>spatial</strong> <strong>in</strong>equality<br />

<strong>in</strong> <strong>in</strong>come is very costly, especially <strong>in</strong><br />

more deprived districts. Our empirical<br />

analysis of the evolution of poverty on<br />

the basis of high quality district level<br />

data on post-primary education <strong>and</strong><br />

hospital <strong>in</strong>frastructure <strong>in</strong>dex <strong>in</strong>dicates<br />

that <strong>in</strong>creased public sector<br />

<strong>in</strong>vestments on education <strong>and</strong> health<br />

<strong>in</strong>frastructure lead to a sharp decl<strong>in</strong>e<br />

<strong>in</strong> poverty <strong>in</strong> all but highly unequal<br />

districts where these <strong>in</strong>vestments are<br />

not associated with a decl<strong>in</strong>e <strong>in</strong><br />

poverty. Policies that encourage<br />

<strong>in</strong>vestment <strong>in</strong> social <strong>in</strong>frastructure by<br />

also promot<strong>in</strong>g more <strong>spatial</strong> equality<br />

<strong>in</strong> the distribution of <strong>in</strong>come may yield<br />

higher returns.<br />

xxiv<br />

The econometric results further show<br />

a strong negative association between<br />

road density <strong>and</strong> poverty <strong>in</strong>cidence.<br />

The magnitude of fall <strong>in</strong> poverty due to<br />

road density is even higher than the<br />

effect of <strong>in</strong>vestment on post-primary<br />

school system <strong>and</strong> hospitals. We also<br />

f<strong>in</strong>d that the long run effects of road<br />

density on poverty are far greater than<br />

the short run effects. We conclude that<br />

<strong>in</strong>come equality matters as far as<br />

public <strong>in</strong>vestment on <strong>in</strong>frastructural<br />

projects is concerned. The long run<br />

poverty alleviation potential of<br />

<strong>in</strong>vestment on roads almost doubles<br />

when we move from high <strong>in</strong>come<br />

<strong>in</strong>equality districts to low <strong>in</strong>come<br />

<strong>in</strong>equality districts. Therefore, we<br />

reiterate that pubic policies that seek<br />

more regional equality <strong>in</strong> <strong>in</strong>comes are<br />

far more desirable for pro poor growth<br />

policies.<br />

This study has also exam<strong>in</strong>ed the<br />

nature of geographic concentration of<br />

manufactur<strong>in</strong>g <strong>in</strong>dustries <strong>in</strong> Pakistan<br />

by us<strong>in</strong>g the Ellison <strong>and</strong> Glaeser<br />

concentration <strong>in</strong>dex. While there is<br />

little doubt that <strong>in</strong>creas<strong>in</strong>g returns to<br />

scale associated with agglomeration<br />

externalities do exist at a wider scale <strong>in</strong><br />

Pakistan, it is much more difficult to<br />

identify factors that cause <strong>in</strong>dustry<br />

agglomeration. We have also explored<br />

how geographic concentration of<br />

manufactur<strong>in</strong>g <strong>in</strong>dustries emerges<br />

from the dynamic process overtime<br />

<strong>and</strong> what is the nature of<br />

agglomeration economies. Our<br />

f<strong>in</strong>d<strong>in</strong>gs show that agglomeration of

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