Which Of The Four Level Of Measurement Is Most Appropriate And Explain Your Answers

Nominal data is the most basic level of measurement. It is also known as categorical. The numbers do not imply an order. Basically nominal data is used for frequency and the only number property of the nominal scale of measurement is identity. An everyday example of the use of nominal data would be classifying people according to gender is a common application of the nominal scale. When you first meet someone, an observation is generally made on the specific gender of the person you are meeting for the first time.

“1. The researchers analyzed the data they collected as though it were at what level of measurement? (Your choices are: Nominal, Ordinal, Interval/ratio, or Experimental)”

3. Quantitative data is easily compiled into something meaningful because it is based on concrete data. On the other hand, qualitative data is presented in a raw form and needs

Scales of measurement defines a framework wherein numbers are assigned to objects based on a set of rules (Thorndike & Thorndike-Christ, 2009). These authors presented four different types of scales of measurement as ordinal, nominal, ratio and interval.

Qualitative Research is using the characteristic of something such as colour, shape, texture, etc. Qualitative research is commonly used to research the quality of a product for example the red T-shirt is soft and fits well.

    The level of measurement for the variable tenure would be ordinal. There are over twenty values in this variable and they have a meaningful order. The values go from the lowest to the highest. The values also do not have a definite difference in between the values. Some of the differences are one, some are two, and some are even ten. This is why the variable tenure would be on the ordinal level.

Qualitative deals with understanding of human behavior based on informants perspective while quantitative deals with the discovering of facts about a social

General speaking, quantitative research is thought to be objective, however qualitative research often involves a subjective element. There are differences designs in qualitative research in comparison to quantitative research. Qualitative research involves words, pictures, or objects; Quantitative involves data in the form of numbers and statistics.

In the book Introduction to Criminal Justice Research Methods: An Applied Approach, the authors explain that quantitative criminal justice research asks questions such as:

Data can be further classified as being qualitative or quantitative. The statistical analysis that is appropriate depends on whether the data for the variable are qualitative or quantitative. In general, there are more alternatives for statistical analysis when the data are quantitative.

Qualitative data: data that are based on observations (interviews and document analysis) not numerical data. By observing the students reading their books, I was able to collect qualitative data to show how well the students grasped the concept.

Qualitative is a systematic subjective approach in other words used to describe a person life experiences which in turn give them meaning. Furthermore, some characteristics could include soft science, the basic element of analysis, and individual interpretation. On the other hand, quantitative is a formal, objective, systematic process for obtaining information about the

There are four general types of measurement scales: sorting, ranking, rating, and categorizing (Cooper & Schindler, 2006). The data collected by the survey team at Insuratel used a rating scale. The surveys where used to measure employee job satisfaction across departments. The Likert Scale was used to collect the data for all the questions in the survey. The questions asked in the survey studied the attitudes of the employees and their satisfaction. The surveys provided valuable feedback and determined that most of the employees are satisfied with their jobs at Insuratel. The study also suggests that employees don’t have a strong opinion about support from upper level management.

Qualitative research focuses on understanding the human aspect of a hypothesis; it researches the human behavior and the perspectives of the subjects being observed. Quantitative research focuses on facts of a study through numbers and relies on fixed, measurable ideas. Qualitative research collects data through interviews, observations, and analyzed by theme or frame. Quantitative research collects data though measurable data collection and are analyzed in numerical and statistical comparisons (Criswell, 2015).

Quantitative statistics or statistics is based totally on portions acquired the usage of a quantifiable size process. In assessment, qualitative statistics records qualities which are descriptive, subjective or tough to measure.[1] In classical phrases, the shape quantitative belonging is such that distinctive magnitudes of the quantity stand in terms of each other as ratios which, in flip, can be expressed as real numbers. Dimension is the dedication or estimation of ratios of quantities.[2]; quantity and measurement are therefore jointly defined: “quantitative