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What Makes Your Survey Statistically Significant?Population Size. When we talk about population, this is the group of people to be surveyed.Sampling Error Tolerance. Ask yourself how accurate your results should be.Response Variance. Consider your survey as a moving object.Final Thoughts.
A more appropriate scale when rating importance in your questionnaire is: Not at all important, Slightly Important, Important, Fairly Important, and Very Important, or numbering 0 to 5 as an interval scale.
A rating scale is a closed-end survey question that is used to evaluate how survey responders feel about a particular product or statement. Responders are typically asked to choose from a range of options which are scaled between two extremes like Excellent to Terrible.
The 5-point Likert scale contains 5 response options that will consist of two extreme sides and a neutral option linked to the middle answer options. Examples of a 5-point rating scale for measuring satisfaction are: Very Satisfied, Satisfied, Neutral, Dissatisfied, and Very Dissatisfied.
The typical p-value range here is 0.05 or less. Larger p-values denote the statistical evidence is too weak to reject the null hypothesis, meaning that the null hypothesis is more likely to be true and the observed results are NOT statistically significant. P-values greater than 0.05 typically fall into this category.
What is a Rating Scale? A rating scale is one of the most commonly used questionnaire types for online as well as offline surveys. It consists of close-ended questions along with a set of categories as options for respondents. A rating scale helps gain information on the qualitative and quantitative attributes.
What Makes Your Survey Statistically Significant?Population Size. When we talk about population, this is the group of people to be surveyed.Sampling Error Tolerance. Ask yourself how accurate your results should be.Response Variance. Consider your survey as a moving object.Final Thoughts.
Most statisticians agree that the minimum sample size to get any kind of meaningful result is 100. If your population is less than 100 then you really need to survey all of them.
Compare the p-value to the significance level or rather, the alpha. Remember that a p-value less than 0.05 is considered statistically significant.