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confirmation bias
- tendency to search for evidence that fits out beliefs, and ignore evidence of the contrary
Data collection method 1
Naturalistic observation (advantage/disadvantage):
- observing participants in their natural environment
- advantage: gives a realistic picture because participants act like normal
- disadvantage: people might act different if they know they're watched
observer bias
- observer sees what they want to/expect to see
- can fix it by not telling observers the purpose of the experiment
Data collection method 2
Case Study (advantage/disadvantage):
- one individual studied in a lot of detail
- advantage: lots of detail
- disadvantage: can't generalize information
Data collection method 3
Survey (advantage/disadvantage):
- advantage: collects a lot of detail quickly
- disadvantage: people lie, say what they think they should say (courtesy bias)
Data collection method 4
Experiment:
- changing one thing, the rest stays the same
- only way to prove cause/effect (causal relationship)
operational definition:
- names the steps the experimenter must use to measure the variables
- precisely what each variable means
target population
- entire group studied
representative sample
- group of people that represent the target population
random selection
- method of choosing a sample in which each person in population has an equal chance of being selected
random sample
random group taken from the population
random assignment
- method that ensures that each person has an equal chance to experimental group
confounding variable
outside variable that interferes with results if not controlled for ahead of time OR pre-existing differences
- generalize experiments by removing confounding variable
experimenter effect
- accidentally gives clues to the participant to alter the results
placebo effect
- participants think they're getting the treatment but they're not
- expectation changes their behavior
confederate
a person chosen by the experimenter to deliberately manipulate the situation
cross-sectional
- comparing different groups at one point in time
longitudinal (disadvantage)
- a study that deals with one group over a long period of time
disadvantage: can't force people to stay
meta-analysis
- looking at other's studies to do research
Correlation
doesn't prove cause and effect
- determines a relationship between two variables
correlation coefficient
- a number that represents a direction or strength of a relationship
- if different directions, it is negative
- if same directions, it is positive
strength
number between -1 and +1
r= +1 (strong) r= -1 (strong) r=0 (weak/closer to 0)
Ex: smoking more cigarettes a day strongly correlates with a shorter life expectancy : r=-1
scatter plots
- the tighter the dots are to a line, the stronger it is
- line going up = direct/positive
- line going down = indirect, negative
third variable problem
- third variable that impacts both sides
- ex: as ice cream sales go up, so do crime rates
- extra thing would be summer
descriptive statistics
- used to summarize data and make judgements about the population
measures of central tendency
- mean: average
- median: middle #
- mode: most occurring
measures of variability
- range: highest # - lowest #
- standard deviation: how much scores deviate from mean
frequency distribution
- how often numbers appear in a set of scores
negatively skewed graph

normal distribution

positively skewed graph

inferential statistics
- determines meaningful vs. chance results
statistically significant
- differences are real
p-value
- probability that the results were due to chance
- between 0-1
p < 0.5 (better)
p > 0.5 (worse)
ethical guidelines (8)
1) researched by IRB (institutional review board)
2) informed consent
3) deception must be justified (goes alone with 6)
4) may withdraw at any time
5) must be informed of risks
6) debrief after the study (eliminates deception)
7) confidential
8) researchers are responsible if something goes wrong