SADC Course in Statistics Choosing appropriate methods for data collection.
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Transcript of SADC Course in Statistics Choosing appropriate methods for data collection.
SADC Course in Statistics
Choosing appropriate methods for data collection
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Study objectives
• The key to choosing an appropriate method for data collection is to have well specified study objectives.
• There is a clear and direct relationship between what you want to do and how do you do it!
SADC Course in Statistics
A simple typology of objectives
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Simple
Factual
Easy to measure
Estimation
Need control
Complex
Subjective
Difficult to measure
Comparison
Do not need control
A simple typology of objectives
Simple
Factual
Easy to measure
Estimation
Need control
Complex
Subjective
Difficult to measure
Comparison
Do not need control
SADC Course in Statistics
Other considerations for choosing a method for data collection
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What is the population of interest?
• How big is it?
• Do we need a full enumeration?
• How difficult is it to access it?
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These have a bearing on
• Definition of study units
• Method of selection
• Organisation of field work
• Decisions about what to measure
• The strategy for analysis of data
• Duration of study
• Composition of teams
• Ethical considerations
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Simple
what is the proportion of male and female drivers involved in traffic
accidents in the country
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Complex
An HIV/AIDS awareness programme is concerned about the cultural
acceptability of a series of messages that have been broadcasted to the rural
population of a SADC country. How they are received by people of different ages
and sex, and what information is perceived as important in rural
communities.
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Factual
What is the number of people that live in an area?
Based on the agreement of counting anyone who slept in the dwellings in the are in the night prior to the data
collection day.
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Subjective
Whether communities consider that the method of targeting food aid, based on
the perceived poverty level of a household, is fair?
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Easy to measure
What is weight to height ratio of children older than 5 years in a community?
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Difficult to measure
What is the total production of cassava in a rural household in the country over the
period of one year?
What is the contribution of cassava production by smallholders to the food
security of the country?
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Estimation
What is the total number of adults who have a mobile phone in the country?
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Comparison
Has the distribution of treated mosquito nets reduced the incidence of malaria in
the district?
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Need control
Can we prove that the introduction of supplementary feeding at primary schools
has a beneficial impact on the school performance of the children?
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Do not need control
What percentage of children that start primary school complete it?
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