124 CHAPTER 5


Table 5.29—Distribution of the estimated impacts: Second-stage weighted regression estimates using the interaction terms approach, crop output (UGX per acre)


Including interaction with Household Income Access to Access to Access to


Explanatory variable NAADS


∆ gender of head ∆ ln age of head


∆ education (cf. no change) Reduction


Improvement ∆ ln household size


∆ Income source (cf. no change) Crops to other sources Livestock to other sources Other agriculture to other


sources Nonfarm activities to other sources


∆ ln distance to service Credit


All-weather road Markets


ln crop output_2004


Initial 0.88 * –2.58 *


–0.29


–2.48 * –0.47


1.36 **


1.33 * 1.83


–0.69 0.57 –0.25


1.84 ** 0.21


–0.66 ***


Gender 0.88 * –2.48 *


0.23


–2.51 * –0.44


1.35 **


1.33 * 1.83


–0.70 0.63 –0.22


1.81 ** 0.20


–0.65 *** Age 0.47 –0.47 –4.82 *


–1.86 –0.36


1.70 **


1.16 * 1.70 *


–0.49 0.63 –0.28


1.94 ** 0.30


–0.66 ***


Education 0.91


–0.34 –2.08


–3.99 * 1.32


1.42 **


1.37 ** 1.14


–0.76 0.69 –0.26


1.72 ** 0.18


–0.68 *** size 0.97 ** –0.29 –3.47 **


–2.17 ** –0.21


2.34 **


1.05 * 1.33


–0.42 0.86 –0.04


1.74 ** 0.20


–0.66 ***


source 1.78 ** –2.65 **


–0.06


–2.73 ** –0.35


1.57 ***


2.45 *** 0.71


–0.39 1.94 ** –0.42


1.95 ** 0.37


–0.63 ***


credit 0.88 * –2.57 *


–0.27


–2.49 * –0.48


1.37 **


1.33 * 1.83


–0.70 0.57 –31.27


1.85 ** 1.22


–0.65 ***


roads 0.82 *


–0.28 –2.60 **


–2.46 * –0.45


1.38 **


1.37 * 1.90


–0.72 0.57 –0.62


1.08 ** 0.22


–0.63 ***


markets 0.88 * –2.57 *


–0.29


–2.49 * –0.48


1.36 **


1.33 * 1.82


–0.70 0.56 –0.34


1.85 ** 0.15


–0.65 ***


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