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FRAMES FOR AGRICULTURAL CENSUS AND SURVEYS
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INTRODUCTION The Samoan households survey framework incorporates the following sampling schemes ٭ Stratified sampling. ٭ Stratified sampling. ٭ Two Stage sampling ٭ Two Stage sampling ٭ Probability Proportional to Size sampling ٭ Systematic sampling
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Stratified Sampling The Stratum adopted for the survey are the 4 Statistical Regions which make up Samoa ٭ Apia Urban Area ٭ North West Upolu ٭ Rest of Upolu ٭ Savaii
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Two Stage Sampling The two stages of the survey are as follows Stage 1 Selection of enumeration areas Stage 2 Selection of households within the selected enumeration areas
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Probability Proportional to Size Sampling For the first stage the EA’s are selected based on their size The size measure is the number of h/h’s in EA according to the frame An EA with 100h/h’s will therefore have as much chance of selection as an EA with 50h/h’s
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Systematic Sampling The second stage of selection, the households are selected using Systematic skip
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The Cluster Size An early question to address in setting up the Framework is to determining how many households do we need to select per selected EA This is commonly referred to as the cluster size This is generally determined at the stratum level
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The Cluster Size (cont) For Samoa, no technical work was undertaken to determine the most optimal cluster size. Instead we plagiarized results from other countries This resulted in a cluster size for each region of AUA – 5 NWU – 10 ROU – 10 SAVAII - 10
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How many H/hs do we Select ? Best illustrated via an example (AUA) only ● Say we desire a 10% sample ● Total H/hs in AUA = 5182 (census06) ● This mean for AUA, we need a Sample size of (10/100)*5182=518 h/hs
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Selecting the Villages and EAs Step1 Step1 Order villages by their geographical location within each Region Order villages by their geographical location within each Region Step 2 Step 2 Attach the total EAs for each village as well as the the total households for each EAs Step 3 Step 3 Convert the count of h/hs to the number of clusters by dividing the total h/h by cluster size for each Region. Eg (AUA=5) Step 4 Step 4 Calculate the Cumulative number of clusters and add to the list for each Region
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Selecting the Villages and EAs (cont) Step 5 Step 5 Determine the skip to be run through the list for each Region =(total #clusters in each region)/(selections for the region) Step 6 Select a Random Start between the value of the skip and 0 Step 7 Produce the remaining selections numbers by continuously adding the Skip to the random start until you reach the total number of clusters in the stratum Step 8 To determine the selected villages, locate the village with the lowest cumulative # clusters value which is higher than the selection number Note: At the same time the EAs is also selected (NB: there may be 2 or more selections from village)
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Selecting the Households On the household list of the selected village and EAs assign a cluster number to each h/h according to the Cluster Size Continue until the number of the clusters has been reach and then start at 1 again and repeat the process
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Selecting the Cluster To determined which h/h or cluster to be selected, Subtract the selection number from the previous Cumulative number. Household list Household list Household list
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For Excel file For Excel file
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1999 Census of Agriculture Framework Framework
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FAAFETAI LAVA !!!
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