The Likert scale is one of the essential rating scales used as a measurement tool in social sciences research, especially in the qualitative approach. Unfortunately, this scale has a great deal of controversy surrounding how data is obtained from Likert questionnaires and the appropriate statistical ...
Cultural differences: Interpretations of scale points can vary by culture, potentially skewing cross-cultural comparisons. Data quality concerns Certain factors can compromise the quality of data obtained from Likert scales, affecting the validity of survey results. Social desirability: Respondents may selec...
Hi, my data includes students’ grades (X, XII and college) and their responses for different factors like study habits(3 questions), personality traits (5 questions) etc on 5-point scale (5 – Always, 4 – Often, 3 – Sometimes, 2 – Rarely, 1 – Never) My objective is to study ...
The five-point Likert scale in this study has satisfied six set criteria, namely 1) every category has more than ten observations, 2) the arc shape of apiece category has its own peak and is not hidden, 3) the average scale size value growths normally, 4 ) the value of the MNSQ ...
used in order to give a satisfactory reliability for any scale It seems to be high time to cut through the statistical con- which could be constructed. I t is important to emphasize fusion which has resulted from the whole specificity-generality these expectations at the outset, since the ...
Factors that Affect Students' Career Choice in Accounting: A Case of Bahir Dar University Students The purpose of this study is to investigate factors affecting students' career choice in accounting. The researcher was used a five point likert scale questionnaires and collected the data from 197 Ba...
Cultural differences: Interpretations of scale points can vary by culture, potentially skewing cross-cultural comparisons. Data quality concerns Certain factors can compromise the quality of data obtained from Likert scales, affecting the validity of survey results. Social desirability: Respondents may selec...
Linear scoring coupled with parametric regression or ANOVA often is used to analyze responses measured on a Likert scale. Alternatively, we have had success in numerous cases by modeling the same data under relaxed assumptions of the proportional odds model. This is implemented conveniently by procedu...
Likert scale data correspond to data collected from questionnaires, where there are several statements about a fact, situation, design or technique, and the respondents must specify their level of agreement with each statement by marking one of several ordered alternatives. Often, five choices are po...