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Cross-cutting · Behavioral Science

Psychological Testing & Intelligence

A board-focused walkthrough of psychological testing: recognizing intelligence, achievement, and personality (objective vs projective) tests, reading IQ against the normal curve (mean 100, SD 15), the DSM-5 criteria for intellectual disability, and the reliability-versus-validity distinction.

11 min readHigh yield

Overview: What the Boards Actually Ask

Psychological tests fall into three families the boards want you to recognize on sight. Intelligence tests measure reasoning and problem-solving as an IQ, standardized to a mean of 100 and standard deviation (SD) of 15. Achievement/aptitude tests measure knowledge or skills (achievement = already learned; aptitude = predicts future performance). Personality tests split into objective (standardized, scored, e.g., MMPI-2) versus projective (ambiguous stimuli meant to reveal unconscious content, e.g., Rorschach).

Step 1 rarely asks you to administer a test. Instead it tests: (1) matching a described test to its category, (2) interpreting an IQ against the normal curve, (3) the DSM-5 criteria for intellectual disability, and (4) distinguishing reliability from validity. Master those four and you own the topic.

Intelligence & IQ — Core Facts
  • IQ classically = (mental age / chronological age) x 100; modern tests are standardized to mean 100, SD 15
  • Normal distribution: ~68% within 1 SD (85-115), ~95% within 2 SD (70-130)
  • Wechsler scales are most used: WAIS (adults 16-90), WISC (children 6-16), WPPSI (preschool ~2.5-7)
  • Stanford-Binet = the classic test spanning a wide age range (early childhood through adulthood)
  • IQ is relatively stable after early childhood and one of the strongest single predictors of academic and job performance
  • Fluid intelligence (reasoning through novel problems) declines with age, as does processing speed; crystallized intelligence (accumulated knowledge, vocabulary) is preserved or rises
  • Flynn effect: population IQ scores drift upward across generations, so tests are periodically renormed
  • Score ~2 SD below mean (≤70) flags possible intellectual disability but is not sufficient alone

Test Categories at a Glance

CategoryWhat it measuresClassic examples
IntelligenceReasoning, problem-solving (IQ)WAIS (adults), WISC (children), Stanford-Binet
AchievementKnowledge/skills already learnedWRAT, Woodcock-Johnson
Objective personalityTraits via standardized, scored itemsMMPI-2 (567 true/false items; validity scales)
Projective personalityUnconscious processes via ambiguous stimuliRorschach inkblots, TAT (Thematic Apperception Test), sentence completion
Normal distribution bell curve marked with standard deviations and the 68-95-99.7 percentages.
IQ is standardized to a mean of 100 and SD of 15: ~68% of people score 85-115 and ~95% score 70-130. · Wikimedia Commons — M. W. Toews — CC BY 2.5, via Wikimedia Commons
Vignette — Intellectual Disability

Vignette: A 6-year-old has delayed motor and language milestones and is failing to keep up in first grade. Standardized testing shows an IQ of 60. He cannot dress or feed himself age-appropriately and has limited communication and social skills.

Diagnosis: Intellectual disability (DSM-5). Requires all three: (1) deficits in intellectual functions confirmed by clinical assessment and standardized IQ testing (roughly ≤70, allowing for a ~±5-point measurement error, so ~65-75), (2) deficits in adaptive functioning across conceptual, social, and practical domains, and (3) onset during the developmental period.

Next best step: Formally quantify adaptive functioning with a standardized instrument (e.g., Vineland Adaptive Behavior Scales) — this both confirms criterion B and sets severity, which in DSM-5 is graded by adaptive functioning, not the IQ number.

Classic distractor: Diagnosing intellectual disability on a low IQ alone. Without adaptive-functioning deficits and developmental onset, the criteria are not met — and a score just above 70 can still qualify if adaptive deficits are severe.

Vignette — Objective vs Projective Personality Tests

Vignette A: During a forensic evaluation a patient is shown a series of symmetric inkblots and asked to describe what each looks like. → Rorschach test, a projective measure used to explore unconscious processes and screen for thought disorder.

Vignette B: A patient in a disability/malingering evaluation completes a 567-item true/false questionnaire that includes validity scales (L, F, K) designed to detect over- or under-reporting of symptoms. → MMPI-2, the most widely used objective personality test.

Next-step logic: Choose an objective test (MMPI-2) when you need standardized, quantifiable, validity-checked data — e.g., suspected malingering or a disability determination. Choose a projective test when probing unconscious conflicts or personality structure.

Reliability vs Validity

ConceptMeaningAnalogyCommon types
ReliabilityConsistency / reproducibility of resultsPrecision (tight grouping)Test-retest, inter-rater, internal consistency
ValidityMeasures what it is intended to measureAccuracy (on target)Content, construct, criterion (predictive/concurrent)
The first Rorschach inkblot, a symmetric ambiguous figure used in projective personality testing.
Rorschach inkblot: a projective test in which ambiguous stimuli are thought to reveal unconscious processes. · Wikimedia Commons — Hermann Rorschach (died 1922) — Public domain, via Wikimedia Commons
Pearls & Common Distractors
  • Intellectual disability: DSM-5 severity (mild/moderate/severe/profound) is set by adaptive functioning, not the IQ cutoff
  • ~85% of intellectual disability is mild; many can achieve semi-independent living with support
  • MMPI-2 = objective (has validity scales); Rorschach and TAT = projective — do not mix these up
  • Achievement = what you already know; aptitude = future potential; intelligence = general reasoning
  • Reliable ≠ valid — the single most tested measurement concept in this topic
  • Fluid intelligence falls with age; crystallized is preserved — explains why older adults keep vocabulary/knowledge
  • A low IQ alone never diagnoses intellectual disability — always look for adaptive deficits + developmental onset

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