Is Likert scale data continuous data?

the simple answer is that Likert is always ordinal but generally it depends on how you want to look at the data and what is your approach and assumptions about the results. you can also treat it as an interval scale. however, the scale is ordinal, the variable can be assumed or treated as continuous.

Is Likert scale ordinal or categorical?

The simple answer is that Likert scales are always ordinal. The intervals between positions on the scale are monotonic but never so well-defined as to be numerically uniform increments.

What type of data is Likert scale data?

Likert-type scales are ordinal data in that there is order and in that (unlike interval or other data types) distances between response categories are not quantitative/numerical.

Are Likert scales quantitative or categorical?

Likert scale items measure opinions and perceptions of participants on latent variables under investigation. Whether such a scale is in 5 or 7 point, it is a quantitative measurement. In spite of this nature of Likert scale instruments, they can be analyzed both qualitatively and quantitatively.

When can Likert scales be considered continuous?

However, where a Likert scale contains seven or more value – strongly agree, moderately agree, agree, neither agree nor disagree, disagree, moderately disagree, and strongly disagree – the underlying scale is sometimes treated as continuous (although where you should do this is a cause of great dispute).

Is Likert data ordinal or interval?

The Likert scale is widely used in social work research, and is commonly constructed with four to seven points. It is usually treated as an interval scale, but strictly speaking it is an ordinal scale, where arithmetic operations cannot be conducted.

Why Likert scale is continuous?

The second method is more common; take the sum or mean of two or more ordinal variables to create an approximately continuous variable. These both result in a number of categories much higher than the ordinal Likert scales they’re calculated from, which results in an approximately continuous variable.

Are Likert scales qualitative or quantitative?

Rating scales do not produce qualitative data, irrespective of what the end-point labels may be. Data from Likert scales and continuous (e.g. 1-10) rating scales are quantitative.

Is Likert scale data qualitative or quantitative?

The case of rating scales Rating scales do not produce qualitative data, irrespective of what the end-point labels may be. Data from Likert scales and continuous (e.g. 1-10) rating scales are quantitative. These scales assume equal intervals between points.

Is scale categorical or continuous?

Nominal- and ordinal-scale variables are considered qualitative or categorical variables, whereas interval- and ratio-scale variables are considered quantitative or continuous variables.

Are Likert scales quantitative or qualitative?

Data from Likert scales and continuous (e.g. 1-10) rating scales are quantitative. These scales assume equal intervals between points.

Can Likert scales be considered interval?

Is the Likert scale categorical or continuous?

It is categorical. Continuous scales are infinite, although in statistics the rational numbers might as well be continuous. How do you analyze Likert scale data? Though analysis of Likert scale data can be quite the scientific and mathematical undertaking (especially in determining validity, distortions, etc.),

Are likert type data continuous or discrete?

Although these scales are technically ordinal in that they consist of a series of ordered categories, there are several authors who have researched this trait of Likert type data, and have found consistent support for the use of these variables as approximately continuous. There are two major ways to go about this:

Is a single Likert question continuous or continuous?

Or ‘it depends’. Some people treat single Likert questions as ordinal; this is a kind of categorical variable with some continuous features. Some people treat single Likert questions as interval, which implies continuity. Often, multiple Likert questions are added up – this implies interval level and hence continuous.

Do single Likert questions count as ordinal or interval data?

While R, Python, and SQL are arguably the top 3 most essential tools to learn as a d(Continue reading) No. Or both. Or neither. Or ‘it depends’. Some people treat single Likert questions as ordinal; this is a kind of categorical variable with some continuous features. Some people treat single Likert questions as interval, which implies continuity.