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Statistics and Quantitative Research Methods in Ps
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SEMINAR 3 -
QUANTITATIVE
RESEARCH METHODS IN PSYCHOLOGY AND COGNITIVE SCIENCES AND
STATISTICS
II
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What we're gonna discuss
Research
designs
Samples
and
sampling
Sampling
methods
Internal
versus
External
Validity
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Internal validity
The
DV
is the result of the
IV manipulation
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External validity
The relationship between VI and VD is also
stable
at the level of other groups ->
GENERALIZATION
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Quantitative methods
Usually answer the question: "How many or
how many
/
much
?"
Data
is usually
numeric
(working with large data sets)
Approach
based on testing and measuring
Statistical
analysis
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Qualitative
methods
They answer the question: "
Why
?"
Data
are observations, words or symbols
Observational approach
Non-statistical
analyses
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Research designs
Randomization
Random
assignment
Random
selection
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3 conditions must be met for experimental designs: IV
manipulation
, Random allocation of
participants
, Random selection of participants
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Random allocation
is different from
random selection
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Important symbols to keep in mind
Type
Sub-design name
Symbol
Strengths
Limitations
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Pre-experimental
designs
One-shot
case study
One group
pre-test
–
post-test
Static
group design
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True experiments
Post-Test
Only Control Group Design
Pre-Test
- Post-Test Control Group Design
Solomon Four
Group Design
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Quasi-experimental Designs
Non-Equivalent
Control Group Designs
Time Series
Designs
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Non-experimental designs
Cross-sectional
(transversal)
Longitudinal
Repeated
measures
Cohort
studies
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Sample
The group of people that is selected for
study
participation
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Sampling
The process of selecting a
sample
Can be
probabilistic
(random) and
non-probabilistic
(not random)
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