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Rural Development Policies and Sustainable Land Use in the ...

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70 CHAPTER 5<br />

more livestock focus more on livestock production<br />

<strong>and</strong> farm <strong>the</strong>ir crops less <strong>in</strong>tensively.<br />

None of <strong>the</strong> human capital variables<br />

have a statistically significant (at 5 percent<br />

level) impact on fertilizer use, though education<br />

has a weakly significant (10 percent<br />

level) positive impact, similar to <strong>the</strong> f<strong>in</strong>d<strong>in</strong>gs<br />

by Nkonya et al. (2004) <strong>and</strong> o<strong>the</strong>rs <strong>in</strong><br />

Africa. More educated households may be<br />

more aware of <strong>the</strong> benefits of fertilizer use<br />

<strong>and</strong> its correct application, or better able to<br />

f<strong>in</strong>ance its purchase.<br />

Fertilizer use is more likely <strong>in</strong> areas of<br />

higher road density <strong>and</strong> on parcels closer to<br />

a road. These results are consistent with our<br />

expectation that better market access facilitates<br />

use of such external <strong>in</strong>puts <strong>and</strong> is <strong>in</strong><br />

agreement with f<strong>in</strong>d<strong>in</strong>gs for o<strong>the</strong>r countries<br />

(e.g., Ug<strong>and</strong>a; see Nkonya et al. 2004). Fertilizer<br />

use is also greater <strong>in</strong> more densely<br />

populated areas. This is consistent with<br />

Boserup’s (1965) <strong>the</strong>ory of population <strong>in</strong>duced<br />

<strong>in</strong>tensification, as population pressure<br />

makes it difficult to restore soil fertility<br />

though long fallow periods.<br />

Not surpris<strong>in</strong>gly, participants <strong>in</strong> agricultural<br />

extension programs <strong>and</strong> NGO programs<br />

are more likely to use fertilizer. Participants<br />

<strong>in</strong> agricultural tra<strong>in</strong><strong>in</strong>g programs are less<br />

likely to use fertilizer. As noted earlier, such<br />

programs appear to be more focused on<br />

livestock production than crop production.<br />

Interest<strong>in</strong>gly, fertilizer is more likely to<br />

be used on leased-<strong>in</strong> plots than on owneroperated<br />

plots. This may be because shortterm<br />

tenants lack <strong>in</strong>centive to use fallow or<br />

manure as soil fertility management measures<br />

because <strong>the</strong>se <strong>in</strong>volve a greater element<br />

of <strong>in</strong>vestment, requir<strong>in</strong>g a period of<br />

several years to yield <strong>the</strong>ir full returns. In<br />

addition, cash tenants have to earn sufficient<br />

<strong>in</strong>come from <strong>the</strong> plot to be able to cover<br />

<strong>the</strong> rental cost of <strong>the</strong> l<strong>and</strong>, whereas owneroperators<br />

may feel less pressure to farm as<br />

<strong>in</strong>tensively. Even sharecroppers may farm<br />

leased-<strong>in</strong> l<strong>and</strong> more <strong>in</strong>tensively than l<strong>and</strong>lords<br />

farm <strong>the</strong>ir own plots because of <strong>the</strong><br />

transaction costs of monitor<strong>in</strong>g <strong>the</strong> tenant,<br />

which require that higher yields be atta<strong>in</strong>ed<br />

on leased l<strong>and</strong> to offset such costs (Pender<br />

<strong>and</strong> Fafchamps 2001).<br />

Herbicides<br />

We f<strong>in</strong>d no strong statistically significant<br />

(at 5 percent level) effect of livelihood<br />

strategies on use of herbicides, but households<br />

pursu<strong>in</strong>g <strong>the</strong> basic gra<strong>in</strong>s/livestock/<br />

farmworker livelihood strategy are somewhat<br />

more likely than basic gra<strong>in</strong>s farmers<br />

to use herbicides (weakly significant at 10<br />

percent level). This may reflect higher labor<br />

opportunity costs of this group of farmers<br />

relative to basic gra<strong>in</strong>s farmers <strong>and</strong>/or <strong>the</strong>ir<br />

greater ability to f<strong>in</strong>ance herbicide purchases.<br />

Herbicides are less likely to be used at<br />

higher elevation <strong>and</strong> where moisture deficits<br />

are greater, but more likely to be used where<br />

soils are more fertile. Weeds may not grow<br />

as well at higher elevation or where <strong>the</strong>re<br />

are moisture deficits, but may be more of a<br />

problem <strong>in</strong> more fertile soils. 51<br />

Surpris<strong>in</strong>gly, farmers who own more<br />

titled l<strong>and</strong> are less likely to use herbicides.<br />

Herbicides are also found to be less likely<br />

to be used on perennial crops. The negative<br />

effect of l<strong>and</strong> title may relate to credit<br />

access—by <strong>in</strong>creas<strong>in</strong>g access to credit, l<strong>and</strong><br />

titles may promote nonfarm activities ra<strong>the</strong>r<br />

than <strong>in</strong>creased <strong>in</strong>vestments <strong>in</strong> agricultural<br />

<strong>in</strong>puts. Consistent with this, we f<strong>in</strong>d later<br />

that some types of agricultural labor use are<br />

less for households that have a larger share<br />

of titled l<strong>and</strong>. In contrast to <strong>the</strong> negative association<br />

of share of l<strong>and</strong> title at <strong>the</strong> household<br />

level with herbicide use, we f<strong>in</strong>d that<br />

herbicides are more likely to be applied to<br />

fully titled plots than to plots under usufruct<br />

ownership. This effect was not expected for<br />

herbicides, which are a short-term <strong>in</strong>put<br />

ra<strong>the</strong>r than an <strong>in</strong>vestment.<br />

51<br />

Some weeds thrive <strong>in</strong> low fertility soils, however. For example, striga is a common problem <strong>in</strong> nitrogen-deficient<br />

soils.

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