How To Analyze Likert Scale Data In Stata

The likert scale is unique because it provides a rating that is ordered sequentially.

How to analyze likert scale data in stata. Because likert item data are discrete ordinal and have a limited range there s been a longstanding dispute about the most valid way to analyze likert data. This article discusses the differences between likert type and likert scale data and provides recommendations for descriptive statistics to be used during the analysis. The worksheet to the right shows what five point likert data look like when you have two groups. Here are my big problems.

I m a learner and doing a correlational research on job satisfaction and attitude of teachers for job satisfaction i have used a likert scale in this scale there are 8 factors of job satisfaction and there are fixed number of statements for each factor like factor a has 7 statements also the scale has 52 statements before data analysis can i use mean score of each participant i e. 2018 estimating marginal effects using stata part 1 linear models jul 3 2018. I have done some research to check whether likert scale data can be used in regression analysis. I have done some research to check whether likert scale data can be used in regression analysis.

Add an answer strongly agree 5 to two disagree 2 answers which would give an average of 4 but. I have data in likert scale 1 5 for dependent and independent variables. The analyses of likert type and likert scale data require unique data analysis procedures and as a result misuses and or mistakes often occur. Yet i find it easy farmers to rate the contribution of the adopted technology for his yearly income using a 7 likert scale.

At the first step it was difficult to know how much of the hh income comes from adoption of different technology or a combination of it. Start analyzing data from the likert scale with descriptive statistics. The basic choice is between a parametric test and a nonparametric test. 23 his approach involved the presentation of a set of selected items that together measured one trait such as satisfaction with a teaching method.

Each item was a declarative statement. Although it may be tempting resist the urge to take numerical answers and calculate an average. Likert a scales are a common measurement method in educational contexts. I have data in likert scale 1 5 for dependent and independent variables.