Research methods and study design Flashcards
Experimental design
- Select population (only apply to selected population with SAME characteristics.
- Independent/ Dependent variable
- Controls/Experimental groups
- Random participants
- Randomly assign individuals to group
- Measure results
- Test hypothesis
Independent variable
Manipulated by researchers
Dependent variable
Measured, quant! Statistics! Reproducibility.
Operational definition
Specifications, precision
Control group
Critical; needs to be homogeneous, not same treatment
Placebo effect
Unrelated variables can make an effect. Double-blind to counter it.
Attrition
Participants dropping out of study
Randomized block techinque
Randomly assign individuals to group based on variables of interest to make groups similar.
Psychometrics
Measure psychological variables.
a. Between-subjects
b. Within-subjects
If both are used together is called “Mixed method research”
Between-subjects
Comparison both groups
Within-subjects
Same group, at different time periods
Type 1 error
False positives
Type 2 error
False negatives
Significant difference
Measured difference large enough that is not due to chance
p value
from 0 to 1. Probability difference observed in experiment by chance. Lower value, stronger relationship.
Sample size
Minimum 30 participants. Larger sample sizes are preffered.
External Validity
flaw make it hard to apply to others
Internal validity
Inherent flaw in design. When not taking considerations some variables
Predictive validity
Psychometrics
Demand characteristics
Participants behave the way they are expected to. Affect internal validity.
Ethical considerations in experimental design
- Disclosure given to participants
- Debriefing
Debriefing
Participants are told AFTER experiment what was done and purpose. If psychological vulnerability happened, treatment and counseling are given at the same time with debriefing.
Correlational studies
Pearson correlation.
Positive- both increase or decrease
Negative: opposite effects.
No correlation: 0
Etnographic studies
D[eth of analysis without interference. Studying culture, way of life.