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What is a hypothesis?
A testable prediction about the relationship between variables;
ex. "If people have higher levels of fitness/activity, they will become sick less frequently than people with lower levels of fitness/activity"
What is a population?
Everyone we are interested in studying;
i.e., students, senior citizens, women, men, etc.
What is a sample?
The subgroup we actually study
What is a subject(s)
The people or animals in the sample that we are studying
Advantages/Disadvantages of a random sample
Advantage
- Usually representative of the population
Disadvantage
- Inconvenient
- Expensive
Advantages/Disadvantages of an availability sample
Advantage
- Convenient
- Inexpensive
Disadvantage
- Not representative of population
What are some bad sampling techniques?
Self-selected samples and anecdotal evidence
What is the problem with self-selected samples?
- Subjects that respond often have strong opinions
- NEVER representative
What is naturalistic observation
The careful observation of subjects without direct intervention/interference
Advantages/disadvantages of naturalistic observation
Advantage
- Most natural environment and behavior
Disadvantage
- Reactivity; observation changes behavior
- Observer bias; see what you expect to see
- Can't determine motivation behind actions
Advantages/disadvantages of surveys
Advantage
- Can get a large sample
- Inexpensive/easy
Disadvantage
- wording of questions can change answers
- Social desirability bias; people give socially appropriate answers
- Hard to get a representative sample
What is a case study?
An in-depth investigation of an individual subject.
Advantages/disadvantages of case studies
Advantage
- Get lots of detailed information on "typical" or unique case
Disadvantage
- Not representative
What is a correlational study
Investigation of the relationship between two variables;
As A increases, what happens to B? Does it increase, decrease, or stay the same?
What is a positive correlation
As A increases, B increases
Strong positive; R = 1
What is a negative correlation
As A increases, B decreases
Strong negative; R = -1
What is the R score if there is no correlation (no relationship between A and B)
R = 0
What does it mean when someone says "correlation is NOT causation" ?
While a correlational study can determine that there is an ASSOCIATION between A and B, it cannot:
- Say if A causes B or if B causes A
- Rule out a third variable that could be causing the change in both variables. This is known as the Third Variable Problem
Advantage of correlational studies
Sometimes an experiment just isn't ethical
What is an experiment?
The investigator manipulates a variable under carefully controlled conditions and measures the change in other variables
Advantages/disadvantages of experiments
Advantage
- can establish casual relationship (A causes B)
Disadvantage
- Artificial and unrealistic
- ethical issues
independent variable
variable manipulated by the researcher
dependent variable
variable measured by researcher
extraneous variable
Anything other than the independent variable that could change the dependent variable
Experimental Group
Subjects who receive treatment to be studied
Control Group
Subjects that are treated EXACTLY like the experimental group EXCEPT for the independent variable (treatment)
Random assignment vs. matched assignment (remember the card activity in class)
Random:
throw them into random groups-- hope its equivalent
Matched:
Figure out their baselines with pretests, then make pairs of them that are similar; one goes in control one goes into experimental
What are repeated measures?
One group of participants;
Same group tested under all conditions necessary for the study
This removes the need for random/matched assignment
demand characteristics
Subjects behave the way they THINK they are expected to
Placebo effects
Subjects experience effect because they expect to;
NOTE: effects are still real
Experimenter Bias
Experimenters find an effect because they expect to
Double Blind Design
Neither the researcher or the participant knows if the treatment or control is given; this controls for placebo effects and experimenter biases
The five ethical guidelines
- Informed consent
- Deception is not used (in most cases see other question for exceptions)
- Subject is not harmed (in most cases, see other question for exceptions)
- Subject is debriefed after study
- Confidentiality is maintained
How do we treat the control group in an experiment?
The EXACT same way EXCEPT for the introduction of the 'treatment' in the study;
Ex. Two groups are given identical pills under the same circumstances, except for the fact that one pill is a sugar pill/placebo.