Qualitative Interpretation of 5-Point Likert Scale Measurements

Qualitative Interpretation of 5-Point Likert Scale Measurements

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The science laboratory learning environment has been a distinctive area in science education since the 19th century. Unfortunately, students are generally not aware of what science instructors expect from laboratory experiences, and far too often, the undergraduate science laboratory curriculum lacks explicit, well-defined goals. Science instructor...

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... assumption of equal variance was met. Participants respond to the SPCILS items using a five-point Likert scale: 1) Strongly Disagree, 2) Disagree, 3) Neutral, 4) Agree, and 5) Strongly Agree (see Table 3). ...

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... Each theme was analyzed separately and descriptive analysis was deployed. Statistical measures like frequencies, mean, standard deviation, and skewness were measured to interpret the data.The qualitative interpretation of 5-point Likert scale measurements employed in this study adapts the categorization proposed by Nyutu (2021), wherein responses falling within the range of 1.00-1.80 are interpreted as "Not difficult at all," those between 1.81 and 2.60 are considered "Slightly difficult," those between 2.61 and 3.40 are classified as "Difficult," those between 3.41 and 4.20 are labeled as "Very difficult," and those between 4.21 and 5.00 are deemed "Extremely difficult." ...
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