Questionnaire validation for quantitative researchers
Learn how to design a valid and reliable questionnaire for quantitative research. This course covers topics such as construct validation, reliability testing, and choosing validated scales. Perfect for quantitative researchers using or planning to use questionnaires as research instruments.
What you’ll learn
- Understand the general structure of the questionnaire and tips for questionnaire design
- How the process of scale construction for a questionnaire works
- How to determine validated constructs for a questionnaire with Exploratory Factor Analysis(EFA)
- How to test reliability of the items of a construct in a questionnaire with the Cronbach Alpha coefficient
- How to choose a validated scale for your questionnaire when conducting the literature study
- Use the pilot study for pre-testing the questionnaire
“To consult the statistician after an experiment is finished, is often merely to ask him to conduct a post mortem examination. He can perhaps say what the experiment died of.” This quote is from the famous Statistician, Ronald Fisher. In order to avoid using a questionnaire or research instrument that is not valid or reliable and therefore not be able to do the statistical analyses, this course is developed.
The lessons in this course is developed from 20 years of experience as a consulting Statistician at various Universities in South Africa.
Testing perceptions with Likert scale statements in a questionnaire must be arranged as constructs(concepts) also called dimensions or factors in order to test some theory.
The constructs of a scale that is used in any questionnaire for quantitative research, must be valid and reliable, before scores can be calculated which would be used as variables in the statistical analyses. These variables will then be used when answering research questions or testing hypotheses.
For example, the Technology Acceptance Model(TAM) used in the Information science field, consists of the validated constructs: ease of use, usefulness, attitude and intention. These constructs forms the Technology Acceptance scale that is used in a questionnaire. For each of these constructs(ease of use, usefulness, attitude and intention) a few Likert scale statements will be used.
This questionnaire with the TAM scale will then be distributed and the results analysed by using the TAM model to test the acceptance of new technology.
This course will teach the participant to determine valid and reliable constructs to use in their own questionnaire.
The following topics are discussed in this course:
General questionnaire design and tips
The use of Exploratory Factor Analysis for construct validation.
The use of the Cronbach Alpha coefficient to test reliability of constructs in the questionnaire.
How to choose a validated questionnaire when conducting the literature study.
The pre-testing of the questionnaire.
A practical example from a PhD.
Who this course is for:
- Quantitative researchers using or intending to use a questionnaire as research instrument.
