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it depends what you researching? what are your hypotheses and how are you going to treat your variables (ordinal, continous)? what scale are u using? 3, 5, 7 or more?in one case the analysis is a bit limited on the other hand there are many choices like Pearsons linear Gronbachs alpha and so on

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Q: How to analyze data ccollected using a likert scale?
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What are the advantages of using the likert scale?

Likert scales are good because theyshow the strength of the person's feelings to whatever is in questionThey're easy to anylaseThey're easy to collect dataMore expansiveQuickHope this helps :)


As likert scale are ordinal data can I obtain mean and SD from them?

If you are considering a single ordinal variable, determining the mode or median would be meaningful, but the mean or SD would not. Many researchers do consider likert-scale data to possess only ordinal qualities. However, leading research studies, for example in the marketing area, obtain measures such as means and standard deviations from likert-scale data. Indeed leading textbooks also follow this approach. One concern has been that the 'distances' between points on a likert scale are not equal, for example the 'distance' or 'difference' between a strongly disagree and disagree is not the same as the difference between disagree and neutral. A recent study discusses these issues, as well as demonstrating that data obtained from 5-point, 7-point and 10-point likert scales are approximately comparable in terms of mean score (once re-scaled) and various measures of variation and data shape. The study reference is Dawes, John "Do Data Characteristics Change According to the Number of Scale Points Used ? An Experiment using 5-point, 7-point and 10-point Scales" International Journal of Market Research, Vol 50 2008.


When you make a figure bigger or smaller using scale factor it is called?

Scale Factor


What math skills hep scientists analyze their data?

by using the matric system


What is dimensional analysis?

a way to analyze and solve problems using the units, or dimensions, of the measurements.