Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Self-Report Tests of Personality01:22

Self-Report Tests of Personality

380
Self-report inventories are objective personality assessments that use multiple-choice items or numbered scales, typically ranging from 1 (strongly disagree) to 5 (strongly agree). They are often called Likert scales after Rensis Likert. These inventories are widely used due to their ease of administration and cost-effectiveness. One of the most prominent examples is the Minnesota Multiphasic Personality Inventory (MMPI), initially developed in the 1940s to assess abnormal personality traits.
380
Ordinal Level of Measurement00:55

Ordinal Level of Measurement

24.8K
The way a set of data is measured is called its level of measurement. Correct statistical procedures depend on a researcher being familiar with levels of measurement. For analysis, data are classified into four levels of measurement—nominal, ordinal, interval, and ratio.
Data measured using an ordinal scale are similar to nominal scale data, but there is one major difference. The ordinal scale data can be ordered. An example of ordinal scale data is a list of the top five national parks...
24.8K
Surveys02:16

Surveys

14.8K
Often, psychologists develop surveys as a means of gathering data. Surveys are lists of questions to be answered by research participants, and can be delivered as paper-and-pencil questionnaires, administered electronically, or conducted verbally. Generally, the survey itself can be completed in a short time, and the ease of administering a survey makes it easy to collect data from a large number of people.
14.8K
Nominal Level of Measurement00:56

Nominal Level of Measurement

29.7K
The way a set of data is measured is called its level of measurement. Correct statistical procedures depend on a researcher being familiar with levels of measurement. Not every statistical operation can be used with every set of data. For analysis, data are classified into four levels of measurement—nominal, ordinal, interval, and ratio.
The data that cannot be measured but can be grouped into categories fall under the nominal level of measurement. Data that is measured using a nominal...
29.7K
Ratio Level of Measurement00:54

Ratio Level of Measurement

18.4K
The way a set of data is measured is called its level of measurement. Correct statistical procedures depend on a researcher being familiar with levels of measurement. For analysis, data are classified into four levels of measurement—nominal, ordinal, interval, and ratio.
A set of data measured using the ratio scale takes care of the ratio problem and provides complete information. Ratio scale data are like interval scale data, except they have a zero point and ratios can be calculated....
18.4K
Interval Level of Measurement00:55

Interval Level of Measurement

15.3K
For effective statistical analysis, data are classified into four levels of measurement—nominal, ordinal, interval, and ratio.
Data measured using the interval scale are similar to ordinal level data because they have a definite arrangement. However, in the interval level of measurement, the differences between data values are meaningful even though the data does not have a starting point.
Temperature is measured using the interval scale. It is measurable data, and the difference between...
15.3K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Academic conference posters: A systematic review.

Innovations in pharmacy·2026
Same author

Academic-Style Posters: Lessons Learned After Evaluating Many.

American journal of pharmaceutical education·2025
Same author

A Revised Mixed-Approach Rubric for the Quality of Academic Posters.

Pharmacy (Basel, Switzerland)·2025
Same author

Influence of Demographic Characteristics on Perceptions of Pharmacy Faculty Workload Equity: A Post Hoc Analysis.

American journal of pharmaceutical education·2025
Same author

Comparing Holistic and Mixed-Approach Rubrics for Academic Poster Quality.

American journal of pharmaceutical education·2025
Same author

Comparing Analytic and Mixed-Approach Rubrics for Academic Poster Quality.

American journal of pharmaceutical education·2025
Same journal

Developing professional etiquette and networking skills in pharmacy students: Evaluation of an etiquette dinner program.

Currents in pharmacy teaching & learning·2026
Same journal

Comparison of learning gain across face-to-face, mixed, and live online participation in a HyFlex National Pharmacist Examination Preparation Course: A controlled four-month comparative study.

Currents in pharmacy teaching & learning·2026
Same journal

The role of vaccinating pharmacists in public health advancement in Nigeria.

Currents in pharmacy teaching & learning·2026
Same journal

Empowering pharmacy education with core concepts: The big ideas that Australian pharmacy graduates must know for pharmacotherapy.

Currents in pharmacy teaching & learning·2026
Same journal

Comparing simulation modalities for health equity communication training in pharmacy education: A mixed-methods comparison of live-actor video, text-based, and AI-generated scenarios.

Currents in pharmacy teaching & learning·2026
Same journal

Exploring pharmacy students' perceptions on curriculum enhancements in a foundation of pharmacology course: A qualitative study.

Currents in pharmacy teaching & learning·2026
See all related articles

Related Experiment Video

Updated: Jul 18, 2025

Continuous Theta Burst Stimulation of the Posterior Medial Frontal Cortex to Experimentally Reduce Ideological Threat Responses
06:42

Continuous Theta Burst Stimulation of the Posterior Medial Frontal Cortex to Experimentally Reduce Ideological Threat Responses

Published on: September 28, 2018

11.7K

Identifying and analyzing likert scales

Ashley Castleberry1, Michael J Peeters1

  • 1Interprofessional Education, University of Toledo College of Pharmacy & Pharmaceutical Sciences, 3000 Arlington Ave, Mail Stop 1013, Toledo, OH 43614 United States.

Currents in Pharmacy Teaching & Learning
|August 24, 2023
PubMed
Summary

No abstract available in PubMed .

More Related Videos

Applying an eMASS Customization Program as a Research Tool to Evaluate Consumer Benefits
08:27

Applying an eMASS Customization Program as a Research Tool to Evaluate Consumer Benefits

Published on: September 27, 2019

6.9K
Problem-Solving Before Instruction PS-I: A Protocol for Assessment and Intervention in Students with Different Abilities
10:26

Problem-Solving Before Instruction PS-I: A Protocol for Assessment and Intervention in Students with Different Abilities

Published on: September 11, 2021

4.0K

Related Experiment Videos

Last Updated: Jul 18, 2025

Continuous Theta Burst Stimulation of the Posterior Medial Frontal Cortex to Experimentally Reduce Ideological Threat Responses
06:42

Continuous Theta Burst Stimulation of the Posterior Medial Frontal Cortex to Experimentally Reduce Ideological Threat Responses

Published on: September 28, 2018

11.7K
Applying an eMASS Customization Program as a Research Tool to Evaluate Consumer Benefits
08:27

Applying an eMASS Customization Program as a Research Tool to Evaluate Consumer Benefits

Published on: September 27, 2019

6.9K
Problem-Solving Before Instruction PS-I: A Protocol for Assessment and Intervention in Students with Different Abilities
10:26

Problem-Solving Before Instruction PS-I: A Protocol for Assessment and Intervention in Students with Different Abilities

Published on: September 11, 2021

4.0K