Difference between revisions of "Sampling strategies"

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Through the study of disease in populations, a large amount of information can be gained - which will be increased if more members of the population are sampled. However, this is rarely feasible from either a logistical or an economic perspective, meaning that methods of selecting animals from the population are required. Despite this, '''censuses''' are carried out intermittently in many countries for both livestock and for humans. These are a form of descriptive study which aims to collect information about every member of the population of interest (the ''source population''), although information regarding disease is rarely routinely collected in these studies. '''Surveys''' are another type of descriptive study which are commonly performed, and aim to select a sample from the population. Similarly, in most analytic studies, a sample of the population must be selected. This sampling process poses potential problems, as it must both select a sufficient number of individuals in order to be useful (whilst not sampling more than is required) for the purposes of the study, and must ensure that the biases in the selection process are minimised.
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The information gained through the study of disease in populations which will be increased if more members of the population are sampled. However, this is rarely feasible from either a logistical or an economic perspective. '''Censuses''' are a form of descriptive study which aims to systematically collect information about every member of the population of interest (the ''source population''), and are carried out in many countries for both livestock as well as for humans (although information regarding disease may not be collected). '''Statistical surveys''' are another type of descriptive studywhich aim to select a sample (known as the '''study sample''') from the source population, with the intention of extrapolating the information about these individuals to the source population. Similarly, in most analytic studies, a sample of the population must be selected for the same reasons.<br>
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This process of sampling from populations poses potential problems, as it must both select a sufficient number of individuals in order to be useful for the purposes of the study (whilst not sampling more than is required), and must also ensure that any biases in the selection process are minimised.
 
   
 
   
  

Revision as of 14:14, 9 December 2010

The information gained through the study of disease in populations which will be increased if more members of the population are sampled. However, this is rarely feasible from either a logistical or an economic perspective. Censuses are a form of descriptive study which aims to systematically collect information about every member of the population of interest (the source population), and are carried out in many countries for both livestock as well as for humans (although information regarding disease may not be collected). Statistical surveys are another type of descriptive study, which aim to select a sample (known as the study sample) from the source population, with the intention of extrapolating the information about these individuals to the source population. Similarly, in most analytic studies, a sample of the population must be selected for the same reasons.

This process of sampling from populations poses potential problems, as it must both select a sufficient number of individuals in order to be useful for the purposes of the study (whilst not sampling more than is required), and must also ensure that any biases in the selection process are minimised.


Terminology

Probability sampling

Non-probability sampling