Reliability Vs. Validity- Everything You Need To Know
Reliability and validity are two essential parts of any successful research. Many research scholars have come up with insightful ways to shed light on reliability vs. validity. When you write a dissertation, the quality assessment of your research is based on two factors. According to the experts, the measurement procedure must be reliable for a study to be considered as valid. Reliability refers to the degree to which research method produces stable and consistent results.
Keep reading this blog to know more.
Reliability vs. Validity- Definition
As research scholars define, ‘Validity is the expected outcome of a research, whereas reliability is the consistent outcome that the research produces.’ A multi-item measurement scale needs to be evaluated for checking the accuracy and applicability. Read on to understand the
What is validity and reliability in research?
The act of validity is to remain accurate. Statistically speaking, the term validity implies utility. It can be regarded as the most significant yardstick that signals the degree to which research instrument gauges. There are mainly three types of validity:
- Content Validity: Content validity refers to the point at which the scale provides adequate coverage of the subject being tested or samples the domain of the measurement.
It determines whether a measurement scale covers or justifies the breadth of the content domain or the elements of the construct.
- Criterion Validity: Criterion validity gauges the performance of the measuring instrument. The criterion should be relevant, unbiased and reliable.
- Construct Validity: Construct validity refers to the degree to which a test is measured. It includes:
What is reliability in research?
If a measurement is performed repeatedly, the consistent outcome of the research element is the reliability. There are different ways to assess whether a component is reliable or not. Some of the measuring components are test-retest, internal consistency methods, and alternative forms.
There are two significant aspects of reliability:
- Stability: The degree of stability can be determined by making a comparison of the results of repeated measurement. With a stability assessment, the element can be regarded as reliable.
- Equivalence: When two researchers compare the observation of the same events, the equivalence in reliability can be gauged.
Sometimes, random error in the measurement process can lead to inconsistency of the results, thus reducing the reliability. However, systematic errors do not affect reliability. Temporary and situational factors do not interfere when research instruments conform to reliability.
How is reliability different from validity?
Validity and Reliability
There are fundamental differences between validity and reliability of a research. Read on to know the details.
|Validity refers to a situation when a test or instrument is accurately measuring what it’s supposed to.||Reliability refers to the degree of reproducibility of the results if the measurement is repeated.|
|A valid instrument is always reliable||A reliable instrument is not valid|
|Validity is important while evaluating the multi-item scale.||Reliability has no role to play while evaluating a multi-item scale.|
|Assessing validity is a difficult task||Assessing reliability is easy|
|Validity checks whether the scale produces the expected result.||Reliability concentrates on precision, which measures the extent to which a scale produces a consistent outcome.|
Table : Difference between reliability and validity
The key differences will help you understand the definition of ‘what is reliability in research?’ Read on to know the significant roles that reliability plays in various spheres of academic research.
Role of reliability in Psychology
To understand reliability in Psychology, you need to understand how the field of Psychology works. According to experts, the field is continually evolving with an increase in the understanding of human minds. When the term reliability is associated with psychological research, it focuses on the consistency of a research study or measuring test.
Reliability vs. validity in Psychology is a complicated process. The branch of Psychology identifies two types of reliability- internal and external. Experts are of the opinion that both the definition can be split into internal and external factors.
What is Internal reliability?
Internal reliability refers to the consistency of the measurement within itself. For example, a personality test should produce similar results every time.
What is External reliability?
External reliability is the extent to which a measure varies from one use to another.
Validity in Psychology has a different definition altogether. Internal validity can be improved by controlling extraneous variables using standardised instructions. Whereas, external validity can be improved by setting experiments in a more natural environment and selecting random sampling for participants.
Role of reliability and validity in Sociological research
Before learning about the role of reliability and validity in Sociological research, let us learn about the definition of validity in the field of Sociology.
Validity definition in Sociology
The definition of Validity in Sociology deals with the degree to which an instrument measures what it intends to measure. One example of an instrument is a survey question. Sociology defines validity as the process to maintain parity in the environment.
Reliability and validity examples in Sociology show how different classes of people stay in a community and share common environment.
To put it simply, if the number of people who receive speeding tickets in an area varies immensely from day to day, week to week and so on, it is not a valid measurement of predictability. If the same number of tickets is received on a monthly or annual basis, it can be considered as reliable measurement.
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