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Table 4‐7: Changes <strong>in</strong> G<strong>in</strong>i <strong>in</strong>equality by prov<strong>in</strong>ces .................................................................................. 309<br />

Table 4‐8: District level variables used <strong>in</strong> pr<strong>in</strong>cipal component analysis ................................................. 312<br />

Table 4‐9: Pr<strong>in</strong>cipal component rotated factor load<strong>in</strong>gs .......................................................................... 313<br />

Table 4‐10: Most <strong>and</strong> least developed districts based on rank<strong>in</strong>gs from pr<strong>in</strong>cipal component post‐<br />

primary school system <strong>and</strong> hospital <strong>in</strong>dex ................................................................................................ 316<br />

Table 4‐11: Change <strong>in</strong> concentration by G<strong>in</strong>i <strong>in</strong>dex <strong>in</strong> Punajab ................................................................ 330<br />

Table 4‐12: Agglomeration of 3‐digit manufactur<strong>in</strong>g <strong>in</strong>dustries <strong>in</strong> Pakistan, 2005‐06 ............................. 333<br />

Table 4‐13: Geographic concentration of 3‐digit <strong>in</strong>dustries <strong>in</strong> Punjab, 1995‐96 – 2005‐06 ..................... 336<br />

Table 4‐14: Mean values of <strong><strong>in</strong>dustrial</strong> concentration measures overtime ............................................... 337<br />

Table 4‐15: Localisation versus urbanization externalities <strong>in</strong> Punjab, 1995‐96 to 2005‐06 ..................... 340<br />

Table 5‐1: Incidence of poverty by household characteristics, 2005‐06 .................................................. 344<br />

Table 5‐2: Distribution of Rural Sample by Household Survey ................................................................. 346<br />

Table 5‐3: Def<strong>in</strong>ition of variables used <strong>in</strong> the Probit Regressions .......................................................... 349<br />

Table 5‐4: Effects of household <strong>and</strong> <strong>in</strong>dividual characteristics on rural poverty <strong>in</strong> Pakistan, basic results<br />

.................................................................................................................................................................. 356<br />

Table 5‐5: Marg<strong>in</strong>al effects of the impact of education <strong>and</strong> health <strong>in</strong>frastructure on rural poverty ....... 359<br />

Table 5‐6: Summary Statistics of Punjab’s Data ....................................................................................... 361<br />

Table 5‐7: Post‐primary school system <strong>and</strong> poverty under different <strong>in</strong>equality regimes ........................ 369<br />

Table 5‐8: Road density <strong>and</strong> poverty under different <strong>in</strong>equality <strong>and</strong> polarization regimes ..................... 371<br />

Table 5‐9: Descriptive statistics for agglomeration regression ................................................................ 374<br />

Table 5‐10: Pearson’s correlation ............................................................................................................. 375<br />

Table 5‐11: OLS specification for agglomeration regression .................................................................. 377<br />

Table 5‐12; Scale Externalities <strong>and</strong> Productivity <strong>in</strong> Manufactur<strong>in</strong>g Industries <strong>in</strong> Punjab, 1995‐96 – 2005‐<br />

06 .............................................................................................................................................................. 380<br />

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