Questions tagged [likert]

Classically, a Likert scale was composed of the sum of many Likert items (ordinal ratings of the amount of agreement with a statement), where all the items were equally valid. Today the term sometimes is used synonymously with 'ordinal rating scale' (which may be based on only 1 item).

A Likert scale is a measurement instrument commonly used in questionnaires that is intended to assess the strength of a person's attitude or belief. The original theory pertained to the sum or average of many Likert items (individual questions) that all measured the same construct, and where the responses to each item were a set of ordered categories from "strongly disagree" to "strongly agree" with some number of intermediate response levels in between. Today, the term is often used to refer to any ordinal rating scale.

A prototypical Likert item might be:

I often wonder about ____________.  

        Strongly       Disagree       Neither agree        Agree       Strongly
        disagree                      nor disagree                      agree  

From the perspective of the theory of levels of measurement, there has been a long-running debate regarding whether it is proper to consider Likert data to be interval level, or only ordinal.

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Can my LIkert data say anything about my intervention's effectiveness?

I have Likert data from a survey that unfortunately I did not get to design, and I would like to see if there are any ways to assess if an intervention is having an effect (or rather, to assess participants' perceptions of whether the intervention…
mt.MD
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When is it okay not to use "middle" or "neutral" option for Likert scale?

I have couple of questions. Q1: How important is it to have a "Neutral" option in Likert scale. Does it depend on the queries asked? Or is it always preferable to have a "middle" option. The context of this question is that a questionnaire study was…
M COFF
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Simple Analysis of Likert Result with Mode and Median

So I made a questionnaire using Likert Scale. Let's say that I want to know "user's satisfaction of new web interface", where I used 5 questions with Likert Scale to answer that one question. The amount of sample is 40 and the example of the item is…
Konayuki
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Five-point or seven-point Likert scale?

I am designing a questionnaire by using five-point Likert scale. What is the advantage of five-point Likert scale over seven-point Likert scale? Thank you.
xiongmao
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Survey questionnaire to find out the important factors?

For my masters dissertation I am currently preparing a Survey Questionnaire. The dissertation main aim is to find the factors which have an impact on failure of IT related projects in SMEs. I have done some extensive reading in the respective area…
user22117
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Demonstrating agreement on a Likert scale question in a single population

I have one population of people to whom I am asking one Likert scale question (1 = strongly disagree; 5 = strongly agree). I want to demonstrate that people mostly agree with the statement being rated. Specifically, I want to demonstrate that more…
sgware
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What test to compare pre and post test both Likert scale (1 to 5)

What test to compare pre and post test both Likert scale (1 to 5). N=5. Have looked at t-test, Wilcoxon and sign test. Don't know if assumptions for the tests are met.
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How to value comparative Likert results

I have absolutely no knowledge of statistics. My question is how to make sense of some evaluation results I received. The attached graph represents my results of a Likert question compared to my department, division, and college. My question is,…
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Is there an advantage to rescaling a set of Likert items from 1-5 to 0-4?

I have a set of Likert type items asking respondents their attitude on different topics. For example, attitudes toward drugs/alcohol where 1=strongl disagree and 5=strongly agree to the statement "I think it is okay for someone my age to smoke…
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Whether asking questions using rating scores constitutes a likert scale or interval data

Consider the following item: 3.1 Resources and expertise availability 4 – High availability of resources and expertise 3 – Moderate availability of resources and expertise 2 – Low availability of resources and expertise 1 - No availability of…
wgc1976
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Likert scale coding

I have a question on coding a Likert scale in SPSS. Assuming we have a 7-point Likert scale, a "well-being" score may rank from 1 through 7. While doing some reading on multi-variate analysis, I've come across a reference that suggests a "deviation…
user22000
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Rescaling a 5-point Likert scale to 6 points?

Two groups (A and B) were sent matching surveys with a 6-point Likert scale. However, due to an administrative error, Group A's survey had a 5-point Likert scale instead of a 6-point Likert scale. That is to say, Group A's survey has the mid-point…
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Are these the right tests for my data?

So I am a med student writing up results for a research project which was conducted in the form of a survey. I have no prior training with stats so I am very much struggling, I have collected all data, run a few tests but upon further reading, I am…
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Margin of error for average of several Likert-scale questions

From a survey I have data on three similar Likert-type questions (scales are 1 to 5). Because the questions essentially ask the same thing, I'd like to just report the average (mean) score across all three questions*. How do you calculate the margin…
John
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Reversed Likert scales

I have a dataset using a four point likert scale. I'm using Wilcoxon's signed ranks test for significance between repeated measures. I'm intending to use Spearman's Rho for correlation. My problem is that some questions had reversed scoring. i.e.…
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