4. Lesson 5: Data Collection
Objectives
~ Define descriptive statistics
~ Define qualitative research
~ Define quantitative research
~ Distinguish between subject and objective data
~ Outline scales of measurement
~ Describe the techniques of qualitative and quantitative
data collection: case studies; observational studies; self-
reports; questionnaires; interviews; brain imaging and
recording technologies
~ Describe the different types of test reliability and validity
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5. Types of Data Scales of Measurement
Qualitative
Quantitative Nominal
Subjective Ordinal
Objective Interval
Ratio
Data Collection
Techniques
Case Studies
Quality
Interview Validity
Questionnaires
Psychological Tests
Technology Reliability Internal External
Cross-Sectional Internal
Longitudinal
Content
Inter-rater Parallel forms
Criterion-related
Test-retest
Construct
Generalisation
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7. Qualitative: descriptions of characteristics
Quantitative: refers to measurements
Subjective: based on opinions
Objective: based on identifiable external criterion
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11. Nominal: property with no quantitative value, e.g. hair
colour
Ordinal: definite sequence though inconsistent gaps,
e.g. age of class
Interval: scaled measure with constant values between
each level *note no value of zero*
Ratio: most precise, basically an interval scale but with
zero meaning zero!
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12. What scale are each of the following measured?
Psych Study Score?
temperature?
eye colour?
height of people
in room?
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14. Case Studies: detailed observations of an individual over a period of time
Observation: Naturalistic - observing voluntary behaviours in natural
environment
Controlled - observing voluntary behaviours in structured
environment
Questionnaires: collecting written responses from participants
Psychological Tests: personality or multiple choice
Technology: Brain-imaging
Cross-Sectional: participant data across different ages and groups compared
Longitudinal: same participant over a long period of time
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17. Reliability Validity
Internal - extent to which Internal - measures what it
each aspect equally claims to measure
contribute to final score - content (face): appears to
be valid
Inter-rater - same result - construct: applied to
obtained regardless of theory
administrator
Test-retest - same External - can results be
participant, same results generalised?
second time -criterion related: support from
other research
Parallel form - pre - characteristics of experiment
and post test enable generalisation
Friday, 6 April 2012