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