- (1) Goal-oriented: A sample design should be goal oriented.
- (2) Accurate representative of the universe: A sample should be an accurate representative of the universe from which it is taken.
- (3) Proportional: A sample should be proportional.
What makes a sample a good sample?
What makes a good sample? A good sample should be
a representative subset of the population we are interested in studying
, therefore, with each participant having equal chance of being randomly selected into the study.
What are sample criteria?
Sampling Criteria is one must remember that
two costs are involved in a
sampling analysis viz., the cost of collecting the data and the cost of an incorrect inference resulting from the data. Researcher must keep in view the two causes of incorrect inferences viz., systematic bias and sampling error.
What are the criteria for selecting sample size?
- Population size. How many people are you talking about in total? …
- Margin of error (confidence interval) …
- Confidence level. …
- Standard deviation.
What are three criteria?
THREE CRITERIA:
KNOWLEDGE, CONVICTION, AND SIGNIFICANCE
.
What is the criteria for evaluation?
Evaluation Criteria are
the standards by which accomplishments of required technical and operational effectiveness and/or suitability characteristics
or the resolution of operational issues may be assessed.
What is an ideal sample?
A good maximum sample size is usually
10% as long as it does not exceed 1000
. A good maximum sample size is usually around 10% of the population, as long as this does not exceed 1000. For example, in a population of 5000, 10% would be 500. In a population of 200,000, 10% would be 20,000.
What is the most important characteristic of a sample?
It should be large enough to represent the universe properly
. The sample size should be sufficiently large to provide statistical stability or reliability. The sample size should give accuracy required for the purpose of particular study.
How do you choose a sample?
- Simple random sampling. …
- Systematic sampling. …
- Stratified sampling. …
- Clustered sampling. …
- Convenience sampling. …
- Quota sampling. …
- Judgement (or Purposive) Sampling. …
- Snowball sampling.
What is the first step in selecting a sample?
The first step in selecting a sample is
to define the population to which one wishes to generalize the results of a study
. Unfortunately, one may not be able to collect data from his or her TARGET POPULATION.
What are 3 factors that determine sample size?
In general, three or four factors must be known or estimated to calculate sample size:
(1) the effect size (usually the difference between 2 groups);
(2) the population standard deviation (for continuous data); (3) the desired power of the experiment to detect the postulated effect; and (4) the significance level.
How do you determine sample size?
- Determine the population size (if known).
- Determine the confidence interval.
- Determine the confidence level.
- Determine the standard deviation (a standard deviation of 0.5 is a safe choice where the figure is unknown)
- Convert the confidence level into a Z-Score.
How do you develop criteria?
- 1 Step 1: Establish Overall Objectives and Goals. …
- 2 Step 2: Weight the Objectives to Determine Their Importance. …
- 3 Step 3: Select the Decision Criteria. …
- 4 Step 4: Weight the Criteria to Determine Their Importance.
What are the different types of criteria?
There are two types of criteria you can use;
specific and generic
. Specific criteria can be answered with a simple yes, no or maybe.
How do you use criteria?
When to use criteria: Criteria is the plural form of criterion. It refers
to the rules or requirements that one will use to judge or rate something
. For example: All contestants must sign a waiver and another form agreeing to the beauty pageant criteria.
What are the 4 main criteria when evaluating resources?
Common evaluation criteria include:
purpose and intended audience, authority and credibility, accuracy and reliability, currency and timeliness, and objectivity or bias
. Each of these criteria will be explained in more detail below.
