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Chapters 1 and 2 from 4th edition textbook by ashton
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Psychological measurement
Measuring individual differences in psychological characteristics using scores that allow meaningful comparisons between people.
Interval scale
A scale in which equal score differences represent roughly equal differences in the trait; most psychological measures are treated this way.
True zero
A meaningful point of zero absence of a characteristic; psychological traits usually do not have one.
Why ratios usually do not apply to psychological traits
Without a true zero, it does not make sense to say one person has twice as much of a trait as another.
Rank order
A way of ordering people from highest to lowest on a trait; it does not show whether score gaps between ranks are equal.
Mean
The average score in a group.
Standard deviation (SD)
A number describing how spread out scores are around the mean.
Variance
The square of the standard deviation.
Standard score (z
score)
z
score formula
Properties of z
scores
T
score
Correlation coefficient (r)
A statistic showing the direction and strength of the relationship between two variables.
Range of r
Correlations range from
Positive correlation
Higher scores on one variable tend to go with higher scores on the other.
Negative correlation
Higher scores on one variable tend to go with lower scores on the other.
Zero correlation
No systematic relationship exists between two variables.
Interpreting r
A 1
Small correlation
Roughly between
Moderate correlation
Roughly between .20 and .40, or between
Large correlation
Greater than about .40 in absolute value.
Correlation does not equal certainty
A correlation predicts average tendencies in groups, not exactly what any individual person will do.
Reliability
The extent to which a measurement agrees with other measurements of the same characteristic; it indicates consistency and low random error.
Measurement error
Random influences that make a score imperfect rather than a pure measure of the intended characteristic.
Internal
consistency reliability
Why more items improve reliability
Averaging across more related items cancels out item
Item correlation
The degree to which responses to one item are related to responses to another item measuring the same trait.
Cronbach's alpha
The most commonly used estimate of internal
Split
half reliability
Parallel
forms reliability
Interrater reliability
The degree to which interchangeable observers or raters agree when judging the same people or behavior.
Test
retest reliability
Validity
The extent to which a measure actually assesses the characteristic it is intended to assess.
Reliability versus validity
Reliability means a measure is consistent; validity means it measures the right thing. A measure cannot be valid without being reasonably reliable.
Content validity
The extent to which a test's items adequately represent all important parts of the construct being measured.
Construct validity
Evidence that a measure truly assesses the theoretical characteristic it claims to measure.
Convergent validity
A measure should correlate strongly with other measures of the same or a closely related construct.
Discriminant validity
A measure should correlate weakly with measures of unrelated constructs.
Criterion validity
The extent to which a measure predicts an important external outcome or criterion.
Predictive validity
Criterion validity specifically involving prediction of future outcomes.
Criterion
A practically important outcome variable, such as job performance, grades, treatment response, or criminal behavior.
Self
report
Self
rating
Observer report
A personality measure in which another person describes the target person's behaviors, thoughts, and feelings.
Direct observation
Measuring a trait by watching and recording trait
Naturalistic observation
Direct observation of behavior in a person's normal, real
Biodata (life outcome data)
Records about a person's life used as possible indicators of personality, such as GPA, phone use, or speeding tickets.
Advantage of self
and observer reports
Limitation of direct observation
It is time
Limitation of biodata
A life outcome can be influenced by many circumstances and traits, so it may not be a pure indicator of one personality trait.
Interrater reliability versus convergent validity
Interrater reliability involves interchangeable raters observing the same thing; convergent validity compares different methods or perspectives that should measure the same trait.
Personality trait
An individual difference in a typical tendency to behave, think, or feel in conceptually related ways, across relevant situations and over a fairly long time.
Individual differences
Differences between people in their relative levels of a characteristic.
Typical tendency
A trait reflects a likelihood or predisposition, not a guarantee that someone will always act a certain way.
Conceptually related behaviors
Different behaviors, thoughts, and feelings that share an underlying psychological element.
Cross
situational consistency
Long
term stability of traits
Mental abilities versus personality traits
Mental abilities measure maximum performance, while personality traits describe typical ways of behaving, thinking, and feeling.
Beliefs and attitudes versus personality traits
Beliefs and attitudes are directed toward specific objects or issues, while traits are broader tendencies.
Situationism
The view that situations, rather than stable personality traits, largely determine behavior.
Walter Mischel
A major situationist who argued that low consistency of behavior across situations limited the usefulness of broad traits.
Mischel and Peake's finding
Different conscientiousness
Aggregation
Averaging behavior across many relevant situations to obtain a more reliable measure of a trait.
Why aggregation matters
It reduces situation
Current trait view
Situations strongly affect behavior in a specific moment, but traits predict average behavior across many situations.
Person effect
Variation in behavior due to stable differences between individuals; this is the variance explained by traits.
Situation effect
Variation in behavior caused by the situation itself.
Person × situation interaction
Variation caused by different people responding differently to the same situation.
Situation selection
People influence their experiences by choosing situations that fit their personalities.
Situation evocation
People influence their experiences by eliciting reactions from others that help create particular situations.
Structured personality inventory
A questionnaire with a predetermined set of items and fixed response options used to assess personality traits.
Personality inventory scale
A group of items whose scores are combined to measure one trait.
Item
A single question or statement in a personality inventory.
Why inventories use multiple items
Multiple related items improve reliability and cover different aspects of a trait.
Regular
keyed item
Reverse
coded item
Purpose of reverse
coded items
Acquiescence response bias
A tendency to agree with statements generally, which can distort scale scores.
Empirical strategy of test construction
Selecting items because they predict an external criterion believed to indicate the trait.
External criterion
An outside outcome or characteristic used to select test items in the empirical strategy.
Advantage of empirical strategy
Items may be hard to fake because they do not have to look obviously related to the trait.
Limitation of empirical strategy
Selected items may work differently in a new sample or may depend heavily on the chosen criterion.
Factor
analytic strategy
Factor analysis
A statistical method that identifies groups of items that tend to go together and likely reflect a common trait.
Advantage of factor
analytic strategy
Limitation of factor
analytic strategy
Rational strategy of test construction
Writing and selecting items that are theoretically relevant to a clearly defined trait.
Advantage of rational strategy
It is simpler to use and allows broad coverage of the intended trait.
Limitation of rational strategy
Obvious items may be easier for people to fake, and the scale can miss important aspects the writer did not include.
Most common modern construction strategy
The rational approach, often combined with factor analysis and empirical evidence.
California Psychological Inventory (CPI)
An empirically constructed inventory measuring socially recognizable traits and predicting outcomes such as academic performance or delinquency.
Hogan Personality Inventory (HPI)
An inventory similar to the CPI, designed especially to predict job
16 Personality Factor Questionnaire (16PF)
An inventory measuring 16 personality factors that can also be used to obtain Big Five scores.
Eysenck Personality Questionnaire (EPQ)
An inventory measuring extraversion, neuroticism, and psychoticism; often used in biological personality research.
Myers
Briggs Type Indicator (MBTI)
NEO Personality Inventory (NEO
PI
NEO Five
Factor Inventory (NEO
Big Five Inventory (BFI)
A brief personality inventory measuring the five broad personality traits.
International Personality Item Pool (IPIP)
A public pool of more than 2,000 personality items that can be used to build many personality scales.
HEXACO Personality Inventory
Revised (HEXACO