Establishing Relationships among Variables • Variable: dimension along which people differ • Levels – Examples: low vs.. Ways to Characterize a Correlation • Graphical: – Representation
Trang 2Gathering Information About
Personality
Informal Sources of Information:
• Observations of Self—Introspection, reflection, self-attention
self-– Danger = bias, lack of self-awareness
• Observations of Others
– Danger = possibility of misinterpretation
Trang 3Gathering Information About
Personality
Formal Methods
• Case study
• Experience sampling
Trang 4Case Study
Intensive examination of a single person
• Advantages:
– In-depth knowledge
– Information pertains to normal life
– Context of discovery and verification
• Disadvantages
– Very limited generalizability
Trang 5Experience Sampling
• AKA diary studies
• Conducted across extended periods of time
• Use self-reports
– Multiple observations at prompts
– People do not have to remember far back in time
• Possible to search for patterns within a given person across situations
Trang 6• Ability to apply a conclusion to a
broad range of people
– Generalizability is best when:
• Data are from many people
• Data are from different types of people (e.g., age, gender, race, SES, culture)
– Implication for generalizability of research with college students?
Trang 7Establishing Relationships among
Variables
• Variable: dimension along which people differ
• Levels
– Examples: low vs high self-esteem, sex
– Must have at least two values
Trang 9Ways to Characterize
a Correlation
• Graphical:
– Representation of two
variables, with one
variable plotted on the
horizontal (x) axis and
the other variable
plotted on the vertical
Trang 10(strongest positive)
Trang 11Strength of the Correlation
• Accuracy of predictive value or “sloppiness”
0 1 2 3 4 5 6 7
0 2 4 6
0 1 2 3 4 5 6 7 8
0 2 4 6 0
0 2 4 6
0 1 2 3 4 5 6 7
0 2 4 6 0
Perfect positive Moderate positive Weak positive
Perfect negative Moderate negative Weak negative
Trang 12• Index of believability or meaningfulness of
relationship
• Statistical significance suggests a relationship
is unlikely to be the result of chance
• Clinical or practical significance indicates that the observed relationship has meaningful,
real-world consequences
Trang 13Advantages of Correlational
Methods
• Often quick and efficient
• Often the only method available
– For practical reasons (can’t assign personality)– For ethical reasons (can’t get strong levels of some variables—e.g., anxiety)
• Provides a quantitative index
Trang 14Limitation of Correlation
• Can’t infer causation
– Directionality problem
– Third variable problem
Third Variable
Trang 16Characteristics of
an Experiment
• Manipulation of variables
• Random assignment to conditions
• Exertion of experimental control
• Measurement of effects of manipulation
Trang 17Elements of the Experiment
• Independent variable
– The variable the researcher manipulates
• Conceptual definition (e.g., emotional support)
• Operational definition (e.g., parental verbal praise)
– The cause in the cause-and-effect relationship
• Dependent variable
– The variable the researcher measures
• Conceptual definition (e.g., academic performance)
• Operational definition (e.g., math achievement scores)
Trang 18Advantages of Experimental Method
• Can exercise a high degree of control
– Allows ability to rule out third variable
Trang 19Disadvantages of Experimental Method
• Often artificial situation
• Usually limited to short durations
• Manipulations must remain weak
• Some variables can’t be manipulated
• Sometimes difficult to determine what it is about the manipulation that was
responsible for the effect
• Can’t control all variables (confounds)
Trang 20Comparing Types of Study
• How to identify which type of study
– Correlational: Examines variation due to
naturally occurring characteristics in groups that exist naturally
– Experimental: Examines variation due to
variation from a manipulated characteristic in groups that were assigned at random
Trang 21– All manipulated variables
– All correlational variables (naturally occurring characteristics)
– Mixed variables (experimental personality)
Trang 22Graphs Portraying Multifactor Research
• Main effects:
– Make general statement
about each individual
variable (e.g., class size,
sociability) and the
dependent measure
(anxiety)
• Interactions:
– Qualify the effect of one
variable on the dependent
measure by taking the
other variable into account 0
2 4 6 8 10 12 14 16
Small Class Large Class