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Africa at a Fork in the Road: Taking Off or Disappointment Once Again?<br />

In each table, the first specification (column one) includes only the treatment variable<br />

and time trend and uses the maximum number of available observations (when<br />

additional controls are excluded). Column 2 repeats the initial specification, limiting<br />

the sample to the largest common sample available when all controls are included;<br />

this comparison tests one aspect of robustness. The remaining specifications (columns<br />

3 – 6) progressively add to the list of covariates, first adding an indicator of<br />

civil war, then introducing a variable indicating that the country was participating<br />

in a program overseen by the IMF. Column 5 introduces controls for the shares of<br />

ores and metals and fuel in merchandise exports, along with the dependency ratio,<br />

and column 6 (when the dependent variable is TFP growth) includes rainfall. In an<br />

effort to deal with endogeneity, we lag each independent variable (except rainfall)<br />

by one five-year period.<br />

In Table 12.5, we find that having a competitive electoral system in the previous fiveyear<br />

period increases the rate of growth of TFP by approximately one percentage<br />

point. 21 There is evidence that the impact of reforms spills over national boundaries.<br />

223

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