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The Future of Smallholder Farming in Eastern Africa - Uganda ...

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productivity through soil conservation <strong>in</strong>vestments <strong>in</strong> order to meet subsistence requirements.<br />

Machakos appears to have other sources <strong>of</strong> <strong>in</strong>come (<strong>of</strong>f-farm) due to its proximity to Nairobi.<br />

Density <strong>of</strong> membership <strong>in</strong> groups by households is positive and significant for the<br />

comb<strong>in</strong>ed data set, but looked at separately, the variable is positive but not significant for<br />

both districts. This suggests that some characteristics require a large data set for their effects<br />

to be realized. However, the sign is as expected. <strong>The</strong> significant result from the comb<strong>in</strong>ed<br />

data implies that as the density <strong>of</strong> memberships <strong>in</strong>crease, the likelihood <strong>of</strong> decid<strong>in</strong>g to terrace<br />

and also the <strong>in</strong>tensity <strong>of</strong> terrac<strong>in</strong>g will <strong>in</strong>crease. This suggests that it is the network<strong>in</strong>g that is<br />

important. <strong>The</strong> higher the share <strong>of</strong> households who participate <strong>in</strong> groups, the more<br />

network<strong>in</strong>g takes place, which is likely to <strong>in</strong>duce a household to decide to terrace or to do<br />

more terrac<strong>in</strong>g. This suggests that preferences <strong>of</strong> a community or group play an important<br />

role <strong>in</strong> shap<strong>in</strong>g <strong>in</strong>dividual preferences, <strong>in</strong> particular, if there are social norms as to what<br />

constitutes a “good farmer.” In other words, membership density appears to work through<br />

peer pressure and <strong>in</strong>formation diffusion.<br />

<strong>The</strong> variable reflects the capacity to share <strong>in</strong>formation and facilitate the<br />

transformation <strong>of</strong> <strong>in</strong>formation <strong>in</strong>to knowledge and action. As membership density <strong>in</strong>creases, a<br />

critical level is reached that results <strong>in</strong> households <strong>in</strong>vest<strong>in</strong>g <strong>in</strong> terraces. If deviation from this<br />

norm entails private costs to the farmer—for <strong>in</strong>stance, <strong>in</strong> the form <strong>of</strong> social sanctions, guilt<br />

feel<strong>in</strong>gs, low self-esteem, or loss <strong>of</strong> prestige—higher <strong>in</strong>vestment <strong>in</strong> soil conservation is<br />

plausible. Furthermore, group membership connects a farmer to a variety <strong>of</strong> people and,<br />

thereby, to a wide <strong>in</strong>formation base, which may lead to a higher terrac<strong>in</strong>g <strong>in</strong>tensity. <strong>The</strong><br />

converse is true. Moreover, additional group membership from the same household reduces<br />

significantly moral hazard and adverse selection problems, because monitor<strong>in</strong>g one another’s<br />

activities is not costly. We also note that soil conservation (terrac<strong>in</strong>g) has positive<br />

externalities, which improve soil productivity <strong>in</strong> the specific area <strong>in</strong> which such measures are<br />

employed but also via improved erosion control over a much wider area. That is, there are<br />

spillover benefits to the community as a whole <strong>in</strong> terms <strong>of</strong> reduced erosion.<br />

Membership diversity is found to be negative and significant. This is an <strong>in</strong>terest<strong>in</strong>g<br />

result, s<strong>in</strong>ce it implies that the assumption is wrong that an organization with different<br />

characteristics—such as age, religion, political affiliation, and occupation—presents greater<br />

opportunities for <strong>in</strong>formation –shar<strong>in</strong>g. Maybe it is not so much that it is wrong as that<br />

greater membership variability creates conflicts and makes it difficult for the group to mesh.<br />

As Balland and Platteau (1996) have argued, collective action is successful with<br />

homogeneous groups. Participation, the other element <strong>of</strong> social capital, is not significant. This<br />

implies that the extent <strong>of</strong> participation <strong>in</strong> decisionmak<strong>in</strong>g does not <strong>in</strong>fluence either the<br />

decision to terrace or terrac<strong>in</strong>g <strong>in</strong>tensity. Cognitive social capital has a negative and<br />

significant effect on terrac<strong>in</strong>g <strong>in</strong>tensity for the comb<strong>in</strong>ed data set and separately for<br />

Machakos. This element <strong>of</strong> social capital <strong>in</strong>creases the perception <strong>of</strong> a soil erosion problem,<br />

yet reduces both the likelihood <strong>of</strong> undertak<strong>in</strong>g a decision to terrace and the terrac<strong>in</strong>g<br />

<strong>in</strong>tensity. This suggests that cognitive elements (relat<strong>in</strong>g to norms, values, attitudes, and<br />

beliefs) are act<strong>in</strong>g contrary to expectation. <strong>The</strong> results also suggest that different elements <strong>of</strong><br />

social capital do not act <strong>in</strong> the same direction. We f<strong>in</strong>d that group membership or membership<br />

density is positive and significant <strong>in</strong> relation to soil conservation <strong>in</strong>vestments. This implies<br />

that certa<strong>in</strong> types <strong>of</strong> social capital suffer from negative productivity, while others enjoy<br />

positive productivity (Dasgupta forthcom<strong>in</strong>g).<br />

Location is negative and significant. <strong>The</strong> results also show that Machakos has a<br />

significantly higher level <strong>of</strong> soil conservation <strong>in</strong>vestments than Taita-Taveta. This reflects a<br />

greater propensity for Machakos farmers to undertake <strong>in</strong>vestments to prevent soil erosion and<br />

conserve moisture. This may have to do with learn<strong>in</strong>g and copy<strong>in</strong>g from neighbours. In<br />

Machakos, some <strong>of</strong> this learn<strong>in</strong>g was <strong>in</strong> the form <strong>of</strong> an exogenous shock (Tiffen, Mortimore,

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