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

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legal requirements Are there differences between the <strong>of</strong>ficial stipulations and the actual<br />

demands <strong>of</strong> the field What are the different support measures used to promote gra<strong>in</strong> trade<br />

1.5. Methodology<br />

1.5.1 Description <strong>of</strong> dataset<br />

For the reasons already described, the focus <strong>of</strong> this study is the Addis Ababa central gra<strong>in</strong><br />

market. Although a number <strong>of</strong> cereals, pulses, and oilseeds are traded at the central market,<br />

only teff, wheat, and maize have been selected for the study because <strong>of</strong> their importance <strong>in</strong><br />

total gra<strong>in</strong> trade. <strong>The</strong>re are different grades with<strong>in</strong> each crop type. For <strong>in</strong>stance, there three<br />

major orig<strong>in</strong>s <strong>of</strong> teff: Adda, Wollonkomi, and Gojjam Bechena. With<strong>in</strong> each orig<strong>in</strong>, various<br />

grades can be identified: three grades for Adda, four grades for Wollonkomi and<br />

Gojjam/Bechena teff. Similarly, only four grades for wheat and two for maize can be<br />

identified based on color and uniformity.<br />

Both secondary and primary data have been collected. Primary data were collected through a<br />

market survey us<strong>in</strong>g a structured questionnaire for traders and price observation. <strong>The</strong> survey<br />

was conducted dur<strong>in</strong>g March 2002 to June 2002. <strong>The</strong> ma<strong>in</strong> focus was the central gra<strong>in</strong> market<br />

and merchants who buy and sell gra<strong>in</strong>; brokers and transporters operat<strong>in</strong>g at or visit<strong>in</strong>g this<br />

market were also <strong>in</strong>cluded <strong>in</strong> the survey. Initially, a list <strong>of</strong> traders was obta<strong>in</strong>ed and a random<br />

sample was drawn from the list. <strong>The</strong> focus was limited ma<strong>in</strong>ly to brokers, retailers, regional<br />

traders, and transporters. Accord<strong>in</strong>gly, a random sample <strong>of</strong> 67 brokers, 107 retailers, 32<br />

regional traders, and 20 gra<strong>in</strong> transporters deal<strong>in</strong>g with the three crops at the central gra<strong>in</strong><br />

market were <strong>in</strong>terviewed. Retailers also <strong>in</strong>clude small flourmill operators engaged <strong>in</strong> sell<strong>in</strong>g<br />

gra<strong>in</strong>. Different questionnaires were designed for each occupation category,i.e, brokers,<br />

retailers, regional traders and transporters cover<strong>in</strong>g major issues such as basic background<br />

<strong>in</strong>formation, work<strong>in</strong>g capital requirement, price determ<strong>in</strong>ation, volume <strong>of</strong> transactions and<br />

commissions, grad<strong>in</strong>g, access to credit, regulatory framework and policy, sources <strong>of</strong><br />

<strong>in</strong>formation, barriers to entry, and market<strong>in</strong>g problems.<br />

F<strong>in</strong>ally, wholesale and retail prices were also collected from traders dur<strong>in</strong>g March to July<br />

2002. <strong>The</strong> daily prices <strong>of</strong> each grade <strong>of</strong> teff, wheat, and maize were collected between the<br />

open<strong>in</strong>g (6:00 a.m.), middle (7:30 a.m.) and clos<strong>in</strong>g (9:00 a.m.) <strong>of</strong> market operations.<br />

1.5.2. Data analysis<br />

Analysis <strong>of</strong> data <strong>in</strong>volves qualitative evaluation as well as quantitative analysis (descriptive<br />

statistical and econometric techniques). All the major factors that wholesalers/brokers<br />

consider <strong>in</strong> sett<strong>in</strong>g prices and the extent to which prices are <strong>in</strong>fluenced by major traders have<br />

been exam<strong>in</strong>ed to establish whether price leadership or collusion exists at the central market.<br />

A hedonic model was used to identify the determ<strong>in</strong>ants <strong>of</strong> the daily price <strong>of</strong> the different<br />

crops. In addition, <strong>in</strong>stability <strong>in</strong>dexes have been constructed for each crop and grade to see<br />

the behavior <strong>of</strong> prices (both retail and wholesale) over time. And market <strong>in</strong>tegration analysis<br />

has been conducted to assess gra<strong>in</strong> market <strong>in</strong>tegration.

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