Back to AI Flashcard MakerEducation /Psychological - W2 - Chapter 6 - Validity (DN) Part 2

Psychological - W2 - Chapter 6 - Validity (DN) Part 2

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Factor analysis is a mathematical technique used to reduce large sets of data by identifying underlying variables, or factors, that explain patterns of relationships among observed measures. It helps reveal the dimensions on which individuals differ.

factor analysis

a class of MATHEMATICAL PROCEDURES - frequently employed as DATA REDUCTION methods - designed to IDENTIFY VARIABLES (factors) on which people may DIFFER p.203-204

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Key Terms

Term
Definition

factor analysis

a class of MATHEMATICAL PROCEDURES - frequently employed as DATA REDUCTION methods - designed to IDENTIFY VARIABLES (factors) on which people may D...

factor loading

in FACTOR ANALYSIS - a metaphor suggesting that a test (or test item) carries with it or ‘loads’ on a certain amount of ONE or MORE ABILITIES - tha...

fairness

as applied to TESTS - the extent to which a test is used in an IMPARTIAL, JUST, and EQUITABLE way p.206-210

false negative

a specific type of MISS - when an assessment tool indicates a testtaker DOES NOT possess or exhibit a particular trait, ability, behaviour, or attr...

false positive

an ERROR in measurement - when an assessment tool indicates a testtaker DOES POSSESS or EXHIBIT a particular trait, ability, behaviour or attribute...

generosity error

also referred to as LENIENCY ERROR - a less than accurate rating or evaluation by a rater - due to the RATER'S general tendency to be LENIENT or IN...

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TermDefinition

factor analysis

a class of MATHEMATICAL PROCEDURES - frequently employed as DATA REDUCTION methods - designed to IDENTIFY VARIABLES (factors) on which people may DIFFER p.203-204

factor loading

in FACTOR ANALYSIS - a metaphor suggesting that a test (or test item) carries with it or ‘loads’ on a certain amount of ONE or MORE ABILITIES - that in turn have a DETERMINING INFLUENCE on the test score (or on response to an individual test item) p.203

fairness

as applied to TESTS - the extent to which a test is used in an IMPARTIAL, JUST, and EQUITABLE way p.206-210

false negative

a specific type of MISS - when an assessment tool indicates a testtaker DOES NOT possess or exhibit a particular trait, ability, behaviour, or attribute………when in fact, they DO POSSESS it p.193, 590

false positive

an ERROR in measurement - when an assessment tool indicates a testtaker DOES POSSESS or EXHIBIT a particular trait, ability, behaviour or attribute…….when in fact, they DO NOT p.193, 590

generosity error

also referred to as LENIENCY ERROR - a less than accurate rating or evaluation by a rater - due to the RATER'S general tendency to be LENIENT or INSUFFICIENTLY CRITICAL; contrast with severity error p.203, 403

halo effect

a type of RATING ERROR - the RATER VIEWS the OBJECT being rated with EXTREME FAVOUR……and tends to bestow ratings INFLATED in a POSITIVE DIRECTION; - a set of circumstances resulting in a RATER'S tendency to be POSITIVELY DISPOSED and INSUFFICIENTLY CRITICAL p.206, 403

hit rate

the PROPORTION of people who are ACCURATELY IDENTIFIED as POSSESSING or NOT POSSESSING a particular trait, behaviour, characteristic, or attribute BASED on TEST SCORES p.193

homogeneity

When a test contains ITEMS that MEASURE a SINGLE TRAIT i.e., the DEGREE to which a test measures a SINGLE FACTOR - i.e., the extent to which items in a scale are UNIFACTORIAL - the more HOMOGENEOUS a test the MORE INTER-ITEM CONSISTENCY - it is expected to have higher IC than a HETEROGENEOUS TEST - desirable as it provides straightforward INTERPRETATION (i.e., similar scores -= similar abilities on variable of interest) p.154-155

incremental validity

used in conjunction with PREDICTIVE VALIDITY - an INDEX of the EXPLANATORY POWER of ADDITIONAL PREDICTORS over and above the predictors already in use p. 195-196

inference

a LOGICAL RESULT or a DEDUCTION in a REASONING PROCESS p.181

intercept bias

a reference to the INTERCEPT of a REGRESSION LINE exhibited by a test or measurement procedure that SYSTEMATICALLY UNDER-PREDICTS or OVER-PREDICTS the performance of members of a group; contrast with slope bias p.571

leniency error

also referred to as GENEROSITY ERROR - a less than accurate rating or evaluation by a rater - due to the RATER'S general tendency to be LENIENT or INSUFFICIENTLY CRITICAL; contrast with severity error p.203, 403

local validation study

the process of GATHERING EVIDENCE, relevant to HOW WELL a test measures what it PURPORTS to MEASURE PURPOSE: evaluating the VALIDITY of a TEST or other MEASUREMENT TOOL WHY: typically done in conjunction with a population DIFFERENT from the POPULATION for whom the test was ORIGINALLY validated. - basically validating it on a local (new) population p.182

method of contrasted groups

a system of COLLECTING DATA on a PREDICTOR of INTEREST from groups KNOWN 'TO POSSESS' and to 'NOT POSSESS' a trait, attribute, or ability of interest p.236-237

miss rate

the PROPORTION of people a test or other measurement procedure FAILS to IDENTIFY ACCURATELY with respect to the possession or exhibition of a trait, behaviour, characteristic, or attribute - a MISS in this context is an INACCURATE CLASSIFICATION or PREDICTION - may be sub-divided into FALSE POSITIVES and FALSE NEGATIVES p.193

multitrait-multimethod matrix

a method of evaluating CONSTRUCT VALIDITY by simultaneously examining both CONVERGENT VALIDITY and DIVERGENT EVIDENCE HOW: by means of a TABLE of CORRELATIONS between TRAITS and METHODS p.203

predictive validity

a form of CRITERION-RELATED VALIDITY - it is an INDEX of the DEGREE to which a test score PREDICTS some FUTURE CRITERION MEASURE p.190

ranking

the ORDINAL ordering of persons, scores, or variables into RELATIVE POSITIONS or DEGREES of VALUE p.206

rating

a NUMERICAL or VERBAL JUDGEMENT - it places a person or attribute along a CONTINUUM, identified by a scale of NUMERICAL or WORD DESCRIPTORS (called a RATING SCALE) p.205

rating error

a JUDGEMENT that results from the intentional or unintentional MISUSE of a RATING SCALE - two types 1) LENIENCY (GENEROSITY) ERROR. 2) SEVERITY ERROR p.205

rating scale

a SYSTEM of ORDERED NUMERICAL or VERBAL descriptors, on which judgements about the PRESENCE/ABSENCE or MAGNITUDE of a particular trait, attitude, emotion, or other variable are indicated by RATERS, judges, examiners, or (when the rating scale reflects self-report) the assessee p.205, 247, 371

severity error

less than accurate rating or error in evaluation - due to the RATER'S tendency to be OVERLY CRITICAL; contrast with generosity error p.205, 403

slope bias

Slope bias occurs when a test predicts outcomes differently for separate groups, even if they have the same true ability or trait level. It reflects unequal validity of a test across groups.

test blueprint

a detailed plan of the CONTENT, ORGANISATION, and QUANTITY of the ITEMS that a test will contain p.184, 186

validation

the process of GATHERING and EVALUATING validity evidence p.182

validation study

research that entails GATHERING EVIDENCE relevant to HOW WELL a test measures what it PURPORTS to measure PURPOSE: EVALUATING the VALIDITY of a test or other measurement tool p.182

validity

a JUDGEMENT regarding HOW WELL a test MEASURES what it PURPORTS to MEASURE - this judgement has important Implications regarding the APPROPRIATENESS of INFERENCES MADE and ACTIONS TAKEN on the basis of measurements p.125

validity coefficient

a CORRELATION COEFFICIENT that provides a measure of the RELATIONSHIP between TEST SCORES and SCORES on a CRITERION MEASURE p.192-195