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KNOWLEDGEFOR THEBENEFITOFHUMANITY
RESEARCH METHODOLOGY (HFS4343)
VALIDITY AND RELIABILITY OF
A RESEARCH INSTRUMENT
Dr. Mohd Razif Shahril
School of Nutrition & Dietetics
Faculty of Health Sciences
Universiti Sultan Zainal Abidin
1
Topic Learning Outcomes
2
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
At the end of this lecture, students should be able to;
• describe the concept of validity
• explain different types of validity
• describe the concept of reliability
• explain factors affecting the reliability of a research
instrument
• illustrate methods of determining the reliability of an
instrument
• differentiate validity and reliability in qualitative research
The concept of validity
Is the research
investigation
providing answers
to the research
questions for
which it was
undertaken?
If so, is it providing
these answers using
appropriate methods
and procedures?
3
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
The concept of validity
4
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
• Are we measuring what we think we are measuring?
• Validity is the ability of an instrument to measure
what it is designed to measure.
• Key questions;
– Who decides whether an instrument is measuring what it is
supposed to measure?
– How can it be established that an instrument is measuring what
it supposed to measure?
Types of validity in quantitative research
Face and
content
validity Concurrent
and
predictive
validity
Construct
validity
5
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
Face and content validity
6
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
• The judgement that an instrument is measuring what it is
supposed to.
– primarily based upon the logical link between questions and
objectives of the study.
• Advantage: easy to apply
• Face validity – establishment of logical link between
questions and objectives of study
• Content validity – assessment if items and questions
covers the full range of the issue being measured.
– Judge which statements or questions represent the issue they
are supposed to measure
Face and content validity (cont.)
7
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
• Problems;
– Judgement is based upon subjective logic
– The extent to which question reflect the objectives of a study
may differ.
Concurrent and predictive validity
8
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
• Predictive validity – judged by how well an instrument
can forecast an outcome.
• Concurrent validity – judged by how well an instrument
compares with a second assessment concurrently done.
Construct validity
9
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
• Construct validity – determined by ascertaining the
contribution of each construct to the total variance
observed in a phenomenon.
• Based upon statistical procedure.
• The greater the variance attributable to the construct, the
higher the validity of the instrument.
The concept of reliability
10
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
• Reliability is if a research tool is consistent and
stable hence predictable and accurate.
• The greater the degree of consistency and stability in a
research instrument, the greater the reliability.
• A scale or test is reliable to the extent that repeat
measurements made by it under constant conditions will
give the same result.
• Reliability is the degree of accuracy or precision in the
measurements made by a research instrument.
– The lower the degree of ‘error’ in an instrument, the higher the
reliability.
Reliability vs. Validity
11
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
Factors affecting reliability
The wording of questions
The physical setting
The respondent’s or
interviewer mode
The regression effect
The nature of interaction
12
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
Methods of determining the reliability
13
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
• Internal consistency procedures – items or questions
measuring the same phenomenon, should produce
similar results irrespective of their number in an
instrument
– The split-half technique
• External consistency procedures – compare findings
from two independent process of data collection with
each other as a means of verifying the reliability of the
measure
– Test/retest
– Parallel form of the same test
Split-half technique
14
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
• To correlate half of the items with the other half in a
research instruments
• Questions are divided in half in such way that any two
questions intended to measure the same aspect fall into
different halves.
• The scores obtained by administering the two halves are
correlated.
• Reliability is calculated using product moment correlation
between scores
Test/ retest (repeatability test)
15
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
• An instrument is administered once, and then again,
under the same or similar conditions.
• The ratio between test and retest score is an indication
of the reliability of the instrument
– The greater the value of the ratio, the higher the reliability of the
instrument
• Advantage - it permits the instrument to be compared
with itself.
• Disadvantage – a respondent may recall the responses
that they gave in the first round
– Overcome by increasing the time span between two tests
Parallel forms of the same test
16
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
• Two instrument intended to measure the same
population is constructed and administered to two similar
population.
• The results obtained from one test is compared with
another
– If similar, the instrument is reliable.
• Advantage – does not suffer from the problem of recall
and time lapse between two test is not required.
• Disadvantage – need to construct two instrument instead
of one.
Validity & reliability in qualitative
research
17
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
Traditional criteria for judging
quantitative research
Alternative criteria for judging
qualitative research
Internal validity Credibility
External validity Transferability
Reliability Dependability
Objectivity Confirmability
Validity & reliability in qualitative
research
18
S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
• Credibility
• Transferability
• Dependability
• Confirmability
Thank You
19

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8-151102224012-lva1-app6891.pptx

  • 1. KNOWLEDGEFOR THEBENEFITOFHUMANITY RESEARCH METHODOLOGY (HFS4343) VALIDITY AND RELIABILITY OF A RESEARCH INSTRUMENT Dr. Mohd Razif Shahril School of Nutrition & Dietetics Faculty of Health Sciences Universiti Sultan Zainal Abidin 1
  • 2. Topic Learning Outcomes 2 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N At the end of this lecture, students should be able to; • describe the concept of validity • explain different types of validity • describe the concept of reliability • explain factors affecting the reliability of a research instrument • illustrate methods of determining the reliability of an instrument • differentiate validity and reliability in qualitative research
  • 3. The concept of validity Is the research investigation providing answers to the research questions for which it was undertaken? If so, is it providing these answers using appropriate methods and procedures? 3 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
  • 4. The concept of validity 4 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N • Are we measuring what we think we are measuring? • Validity is the ability of an instrument to measure what it is designed to measure. • Key questions; – Who decides whether an instrument is measuring what it is supposed to measure? – How can it be established that an instrument is measuring what it supposed to measure?
  • 5. Types of validity in quantitative research Face and content validity Concurrent and predictive validity Construct validity 5 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
  • 6. Face and content validity 6 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N • The judgement that an instrument is measuring what it is supposed to. – primarily based upon the logical link between questions and objectives of the study. • Advantage: easy to apply • Face validity – establishment of logical link between questions and objectives of study • Content validity – assessment if items and questions covers the full range of the issue being measured. – Judge which statements or questions represent the issue they are supposed to measure
  • 7. Face and content validity (cont.) 7 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N • Problems; – Judgement is based upon subjective logic – The extent to which question reflect the objectives of a study may differ.
  • 8. Concurrent and predictive validity 8 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N • Predictive validity – judged by how well an instrument can forecast an outcome. • Concurrent validity – judged by how well an instrument compares with a second assessment concurrently done.
  • 9. Construct validity 9 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N • Construct validity – determined by ascertaining the contribution of each construct to the total variance observed in a phenomenon. • Based upon statistical procedure. • The greater the variance attributable to the construct, the higher the validity of the instrument.
  • 10. The concept of reliability 10 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N • Reliability is if a research tool is consistent and stable hence predictable and accurate. • The greater the degree of consistency and stability in a research instrument, the greater the reliability. • A scale or test is reliable to the extent that repeat measurements made by it under constant conditions will give the same result. • Reliability is the degree of accuracy or precision in the measurements made by a research instrument. – The lower the degree of ‘error’ in an instrument, the higher the reliability.
  • 11. Reliability vs. Validity 11 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
  • 12. Factors affecting reliability The wording of questions The physical setting The respondent’s or interviewer mode The regression effect The nature of interaction 12 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N
  • 13. Methods of determining the reliability 13 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N • Internal consistency procedures – items or questions measuring the same phenomenon, should produce similar results irrespective of their number in an instrument – The split-half technique • External consistency procedures – compare findings from two independent process of data collection with each other as a means of verifying the reliability of the measure – Test/retest – Parallel form of the same test
  • 14. Split-half technique 14 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N • To correlate half of the items with the other half in a research instruments • Questions are divided in half in such way that any two questions intended to measure the same aspect fall into different halves. • The scores obtained by administering the two halves are correlated. • Reliability is calculated using product moment correlation between scores
  • 15. Test/ retest (repeatability test) 15 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N • An instrument is administered once, and then again, under the same or similar conditions. • The ratio between test and retest score is an indication of the reliability of the instrument – The greater the value of the ratio, the higher the reliability of the instrument • Advantage - it permits the instrument to be compared with itself. • Disadvantage – a respondent may recall the responses that they gave in the first round – Overcome by increasing the time span between two tests
  • 16. Parallel forms of the same test 16 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N • Two instrument intended to measure the same population is constructed and administered to two similar population. • The results obtained from one test is compared with another – If similar, the instrument is reliable. • Advantage – does not suffer from the problem of recall and time lapse between two test is not required. • Disadvantage – need to construct two instrument instead of one.
  • 17. Validity & reliability in qualitative research 17 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N Traditional criteria for judging quantitative research Alternative criteria for judging qualitative research Internal validity Credibility External validity Transferability Reliability Dependability Objectivity Confirmability
  • 18. Validity & reliability in qualitative research 18 S C H O O L O F N U T R I T I O N A N D D I E T E T I C S • U N I V E R S I T I S U L T A N Z A I N A L A B I D I N • Credibility • Transferability • Dependability • Confirmability