Making of the Mental Health Crisis

02 / Measurement

Measurement

How mental health is measured, and where definitions and thresholds change the numbers.

“Measurement does not consist of finding the right observed score … but of devising a model structure to relate an observable to a theoretical attribute.”

The instrument defines the case.

A hospital register counts residents; a diagnostic interview counts people who meet its criteria; a symptom survey counts answers above a cutoff. Each produces a different kind of case.

Instrument
How the information is collected. A census schedule, clinical interview, or symptom questionnaire supplies the observations.
Case definition
The rule for who counts. A recorded diagnosis, a set of symptoms, or a score above a cutoff determines which observations become cases.
Paradigm
The account of what disorder is. This guides what an instrument looks for and how its findings are understood.

Three ways to count a case

The examples below use records, reports, or score thresholds. An era can use more than one, because its instruments count different things.

Select a counting rule to highlight its eras. Select an era number to read the instruments and sources.

  1. 00
  2. 01
  3. 02
  4. 03
  5. 04
  6. 05
  7. 06
  8. 07
  9. 08
  10. 09

Reports appear in nine of the ten era readings. The marks describe the examples selected here, rather than every instrument used during each period.

Instruments across ten eras

1843–2026 · Open an era to inspect its case definition and sources.

00 1843–1908 The asylum claim and its refusal

Reformers push for better asylum care, federal funding is rejected, and patients begin challenging the terms of confinement.

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Instrument

Census schedules and institutional registers

  • 1840 census · precursor
  • 1880 special schedule + physician return
  • 1890 schedule
  • Institutional registers
Case defined byA household report or an administrative or clinical classification recorded in broad census and legal categories.
ParadigmAsylum administration and moral treatment, increasingly custodial and medical.

No repeated series in the evidence library begins inside this era.

01 1909–1945 The mental-hygiene program

Mental hygiene expands into prevention, outpatient care, child guidance, and population surveys, alongside coercive eugenic policies.

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Instrument

Agency records and military screening

  • National Committee for Mental Hygiene · from 1912
  • Baltimore agency survey · 1936
  • Selective Service · 1,846,000 neuropsychiatric IV-F
Case defined byAgency and institutional records classified psychiatric or social maladjustment; draft boards separately judged fitness under varying military standards.
ParadigmMental hygiene: prevention, psychobiological adjustment, and public health.

No repeated series in the evidence library begins inside this era.

02 1946–1959 The hospital emergency

Hospital conditions and wartime psychiatric concerns prompt national attention, federal research funding, and new institutions for mental-health policy.

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Instrument

Hospital census, clinical diagnosis, and self-appraisal

  • 631,503 · all reporting mental hospitals · 1955
  • DSM-I · 1952
  • Self-appraisal survey · 1957
Case defined byPublic, private, and veterans’ hospitals counted residents and clinician-assigned reaction categories; the national survey asked adults whether they had ever had a “nervous breakdown.”
ParadigmInstitutional, psychodynamic, and psychobiological measurement coexisted.
03 1960–1970 The community promise

Policy shifts toward community care as new financing rules reshape services and critics question psychiatric diagnosis and institutional authority.

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Instrument

Community surveys and DSM-II

  • Midtown · published 1962
  • Stirling County · Nova Scotia
  • DSM-II · 1968
Case defined byMidtown and Stirling rated impairment or functioning from interviews; DSM-II separately used clinician-assigned diagnostic categories.
ParadigmCommunity and social psychiatry, with ecological and psychodynamic accounts of distress.

No repeated series in the evidence library begins inside this era.

04 1971–1979 Rights against the institution

Legal challenges strengthen treatment rights and limit involuntary confinement, while patient activism, community support, and family advocacy expand.

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Instrument

Court records and household self-appraisal

  • Wyatt · treatment standards · 1971
  • O'Connor · confinement limit · 1975
  • Survey repeat · 1976
  • Addington · burden of proof · 1979
Case defined byCourts defined when confinement and institutional treatment were lawful; the 1976 survey separately repeated the “nervous breakdown” question.
ParadigmCivil rights and legal constraints on psychiatric coercion.

No repeated series in the evidence library begins inside this era.

05 1980–1999 Diagnostic settlement

Standardized diagnostic criteria spread alongside new drug markets, reduced federal service commitments, and growing debates over disability rights, insurance coverage, and recovery.

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Instrument

Structured diagnostic interviews

  • DSM-III · 1980
  • ECA · five sites · from 1980
  • NCS · national · 1990–1992
Case defined byTrained lay interviewers applied operational criteria: specified symptoms, counts, durations, exclusions, and impairment rules.
ParadigmOperational neo-Kraepelinian diagnosis and biomedical ascendance.

No repeated series in the evidence library begins inside this era.

06 2000–2012 System failure and policy carriage

Insurance reforms broaden coverage amid persistent service gaps and state budget cuts, while mental health becomes increasingly tied to debates over gun policy.

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Instrument

National surveys and death certificates

  • NSDUH · survey since 1971
  • NSDUH K6 · 2001; SPD · 2004
  • NCS-R / WMH-CIDI · 2001–2003
  • National death registration · complete from 1933
  • Stress in America · online poll since 2007
Case defined byNCS-R applied DSM-IV through the World Health Organization’s WMH-CIDI; NSDUH modeled disorder from distress, impairment, and clinical calibration; NVSS coded underlying causes of death under that same organization’s ICD rules; and from 2007 APA’s Stress in America averaged adults’ own 1–10 ratings of their stress without setting any case threshold.
ParadigmStandardized epidemiologic surveillance, modeled disorder, vital-statistics outcomes, and commissioned polling of self-rated stress.
07 2013–2019 Diagnostic authority fractures

Psychiatric diagnosis and research priorities face renewed scrutiny, alongside continuing disputes over insurance coverage and the role of mental health in gun policy.

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Instrument

Symptom scales and reported diagnoses

  • NHANES PHQ-9 · from 2005–2006
  • YRBS items · from 1991 / 1999
  • NSCH redesign · 2016
  • NHIS PHQ-8 / GAD-7 · 2019 redesign
Case defined byPHQ and GAD scales use cut-points; YRBS counts answers to individual questions; NSCH counts parent reports of a provider diagnosis and current condition.
ParadigmDiagnostic pluralism: DSM-5 categories in care, RDoC dimensions in research, and mixed surveillance measures.
08 2020–2022 Universalization and infrastructure

During the pandemic, mental health becomes a wider public concern, with youth crisis declarations, emergency funding, and the launch of 988.

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Instrument

Rapid online household surveys

  • Household Pulse · April 2020
  • GAD-2 / PHQ-2
  • Weekly · Phase 1
  • Mostly two-week collection · later phases
Case defined byA modified GAD-2 or PHQ-2 score of 3 or higher: a screen for symptoms, not a diagnosis.
ParadigmExperimental digital population surveillance of screen-positive symptoms.
09 2023–2026 Reversal

Debates turn toward social media and psychiatric prescribing, while policy expands some treatments and cuts or restricts other mental-health services.

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Instrument

Screeners and psychometric audits

  • NSDUH K6 · longstanding
  • NSDUH GAD-7 · 2024–2025
  • PHQ-9 invariance study · 2025
Case defined byNSDUH retained K6-based distress measures and added GAD-7 score ≥10; researchers separately tested whether PHQ-9 scores behave equivalently across time and groups.
ParadigmMeasurement pluralism and active psychometric contestation.
No single line runs across all ten eras.

To trace change over time, the case rule, population, and procedure must remain comparable. The DSM’s move toward explicit criteria is one part of that history.

The DSM standardized the boundary.

In 1980, DSM-III set out explicit symptom, count, and duration rules that clinicians, surveys, and institutions could apply across settings.

These rules made diagnosis more portable across studies. Standardization alone establishes neither neutrality nor how common or severe illness is.

How the editions changed

The American Psychiatric Association changes both the categories and the rules for assigning them. Compare what changes in each edition with the history of one condition, from early descriptions to explicit diagnostic rules. Older labels are not exact equivalents of today’s diagnoses.

DSM-I 1952106 categories

Edition changes

The first manual adapts the international classification for clinical use in the United States. Its descriptions frame many disorders as reactions of the personality to psychological, social, and biological circumstances.

Depression

Depressive reaction

Under “depressive reaction,” anxiety is understood through depressed mood, self-reproach, and guilt following a situation such as loss. Although clinicians distinguish this from psychotic and manic-depressive reactions, the description sets neither a symptom count nor a minimum duration.

DSM-II 1968182 categories

Edition changes

Whereas DSM-I organizes many labels around reactions, DSM-II aligns with ICD-8 and retains broad descriptions of neuroses and psychoses. Its published tally reaches 182 categories, without introducing standardized symptom checklists.

Depression

Depressive neurosis

“Depressive neurosis” describes an excessive response to internal conflict or an event such as loss. Separate categories cover psychotic depression and manic-depressive illness, depressed type, so the clinician’s account of cause, course, and severity still determines where depression belongs.

DSM-III 1980265 categories

Edition changes

Explicit diagnostic criteria replace many broad descriptions, while a five-axis assessment records clinical disorders alongside personality, medical conditions, stressors, and functioning. The manual attempts to define most disorders without requiring agreement about their causes.

Depression

Major depressive episode

“Major Depression” is organized around a major depressive episode: sustained low mood or loss of interest, with at least four listed accompanying symptoms for at least two weeks in adults. Uncomplicated bereavement is excluded, while chronic depression also has a separate category, dysthymic disorder.

DSM-III-R 1987Revised edition

Edition changes

The revision corrects unclear or inconsistent criteria while retaining DSM-III’s explicit diagnostic rules and assessment structure. It revises symptom combinations and duration requirements within individual diagnoses.

Depression

Five of nine symptoms

A major depressive episode now requires at least five of nine symptoms within the same two weeks, including depressed mood or loss of interest or pleasure. This replaces DSM-III’s separate core-symptom requirement and accompanying list, while the exclusion for uncomplicated bereavement remains.

DSM-IV 1994297 categories

Edition changes

Following literature reviews, data analyses, and field trials, DSM-IV revises categories and criteria and brings the manual closer to ICD-10. In addition, many diagnoses now explicitly require clinically significant distress or impairment, making the effect on daily life part of the written rule.

Depression

Distress or impairment is explicit

The five-of-nine, two-week episode rule remains, with distress or impairment stated as a separate requirement. Bereavement usually excludes an episode within two months of a death, although marked impairment or features such as suicidal thinking or psychosis can override that exclusion.

DSM-IV-TR 2000Text revision

Edition changes

This revision updates the research described under each diagnosis, including associated features, prevalence, course, and cultural considerations. It also corrects errors and makes limited criteria clarifications, while preserving the main DSM-IV classification.

Depression

The episode rule remains

The major depressive episode threshold, distress-or-impairment requirement, and qualified two-month bereavement exclusion remain. Because this is principally a revision of the explanatory text, it should not be read as a new depression threshold.

DSM-5 2013541* entries

Edition changes

DSM-5 reorganizes the chapters, retires the five-axis system, and merges several categories, including the earlier autism diagnoses. It also adapts ADHD criteria for adolescents and adults; the 541-entry tally includes administrative categories.

Depression

The bereavement exclusion is removed

The core symptoms and two-week minimum stay, but the bereavement exclusion is removed, allowing major depression to be diagnosed after a death when the full criteria are met. Guidance still distinguishes ordinary grief from depression. In addition, persistent depressive disorder combines dysthymia and chronic major depression.

DSM-5-TR 2022Text revision

Edition changes

The text revision updates the research, diagnostic wording, and coding, and adds prolonged grief disorder as a distinct diagnosis. Its reviews also revise how cultural context, racism, and discrimination are addressed in the text.

Depression

The diagnostic boundary is clarified

The symptom count and two-week minimum remain, while criterion D clarifies how qualifying depressive episodes relate to schizoaffective disorder and other psychotic disorders. This changes the wording of the diagnostic boundary rather than lowering the episode’s symptom threshold.

*The 541 DSM-5 entries include administrative categories; 151 have diagnostic criteria. These published totals use different counting conventions.

Sources for the depression trace · What the category tallies count

Compare only like measures.

Diagnostic criteria are only part of a measure. Use this library to inspect who was counted, how the estimate was made, and which years can be compared.

38 repeated series · 509 estimates · 9 systems

One study snapshot and eight historic snapshots are counted separately.

Evidence library

All families · All systems

1Choose evidence type

Preparing the national evidence library…
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4Select a measureAll

The counting rulechanges the percentage.

Five comparisons show how time windows, impairment rules, symptom cutoffs, and instruments shape a reported percentage. Compare the figures within each example: each holds a survey population or a set of study participants in common.

Four national survey comparisons One validation study

01 / Change the time window

Serious psychological distress

NSDUH 2024 · U.S. adults 18+

Both estimates use the Kessler-6 screen and a score of 13 or higher. One covers the past month; the other covers the past year.

A longer window captures more people who experienced distress. This is a difference in coverage, not an increase over time.

Past month7.7%
Past year13.9%

6.2 percentage points moreThe longer recall window expands the count.

02 / Add an impairment requirement

Major depressive episode

NSDUH 2024 · U.S. adults 18+

Both estimates cover a depressive episode in the past year. The narrower count also requires severe interference with at least one area of daily life.

The 5.6% is a subset of the 8.2%. Both percentages use all adults as their denominator.

Any qualifying episode8.2%
With severe impairment5.6%

2.6 percentage points fewerRequiring severe impairment narrows the count.

03 / Change the symptom cutoff

One questionnaire, three thresholds

NHIS 2019 · U.S. adults 18+ · Past two weeks

The seven-question GAD-7 screen scores the same anxiety responses on a scale from 0 to 21. Moving the cutoff changes which responses count.

These groups are nested: the mild-or-higher count includes everyone above the moderate and severe cutoffs. A screen-positive result does not establish a diagnosis.

Read the CDC threshold definitions

Mild or higher15.6%GAD-7 ≥5
Moderate or higher≈6.1%GAD-7 ≥10
Severe2.7%GAD-7 ≥15

A higher cutoff, a smaller countEach stricter group sits inside the broader one.

≈6.1% adds the published, rounded moderate (3.4%) and severe (2.7%) categories.

04 / Change the instrument

Different screens, different estimates

NHIS 2019 · U.S. adults 18+ · Past two weeks

The GAD-2 uses the first two questions of the GAD-7. Applying each screen’s own cutoff gives different anxiety estimates within the same survey.

Both the item set and scoring rule change. The gap cannot be attributed to questionnaire length alone.

Read the CDC short-screen estimates

Two-question screen8.1%GAD-2 ≥3
Seven-question screen≈6.1%GAD-7 ≥10

≈2.0 percentage points apartChanging the screen and its cutoff changes the estimate.

05 / Compare screening with diagnosis

Same participants, different assessments

Validation study · 44 studies · 9,242 participants

A 2020 analysis compared PHQ-9 screening scores with major depression assessed through the Structured Clinical Interview for DSM (SCID).

These pooled estimates are not U.S. population rates. They show why the share above a screening cutoff cannot be substituted for the share meeting an interview-based diagnosis.

Read Levis and colleagues’ study

PHQ-9 screen-positive24.6%Score ≥10
SCID major depression12.1%Diagnostic interview

12.5 percentage points apartScreen-positive and diagnosed are different case definitions.

The instrument and counting rule shape both the reported level and what change over time means. These comparisons show why the definition belongs beside the percentage; they do not establish that an observed increase is a measurement artifact.