{
  "slug": "autism-diagnosis-child",
  "question": "What are the odds of your child being diagnosed with autism spectrum disorder?",
  "category": "kids",
  "tags": [
    "child"
  ],
  "no_reliable_estimate": false,
  "perceived": {
    "description": "Autism sits near the top of parental anxieties in the United States. The steady upward march of CDC prevalence numbers — from 1 in 150 in 2000 to 1 in 31 in 2022 — produces a feeling that something unprecedented is happening to children. Media coverage tends toward the word \"epidemic,\" which implies a cause that must be found and stopped. Most parents can cite a rough prevalence figure (typically \"about 1 in 36\" or \"1 in 30-something\"), but the fear usually outweighs the number: the diagnosis carries connotations of lifelong dependency that apply to only a fraction of the spectrum.\n",
    "rough_estimate": "Most parents are roughly correct on prevalence but overestimate severity",
    "kind": "intuition"
  },
  "native": {
    "display": "1 in 31 (3.2%) among 8-year-olds (US, 2022 surveillance year)",
    "numerator": 32,
    "denominator": 1000,
    "unit": "per child (cumulative identification by age 8)",
    "population": "US children aged 8, CDC ADDM Network 2022"
  },
  "normalized": {
    "lifetime_us_adult": 0.032,
    "display": "1 in ~31 per child (US)",
    "log_value": -1.49,
    "assumptions": "The CDC ADDM Network 2025 community report (2022 surveillance year) identifies 3.2% of 8-year-olds as having ASD. Because ASD is a developmental condition diagnosed in childhood, the 8-year-old prevalence is the standard proxy for per-child lifetime diagnosis probability. Some diagnoses occur after age 8 (particularly in girls and in children without intellectual disability), so 3.2% is likely a slight undercount of eventual lifetime identification. The figure is used directly as lifetime_us_adult for schema compatibility; the scope field clarifies this is a subgroup (per-child) lifetime figure.\n",
    "uncertainty": {
      "low": 0.025,
      "high": 0.042
    },
    "scope": "subgroup_lifetime"
  },
  "sources": [
    {
      "url": "https://www.cdc.gov/mmwr/volumes/74/ss/ss7402a1.htm",
      "title": "Prevalence and Early Identification of Autism Spectrum Disorder Among Children Aged 4 and 8 Years — ADDM Network, 16 Sites, United States, 2022",
      "publisher": "CDC MMWR Surveillance Summaries",
      "source_type": "govt_report",
      "statistic": "3.2% (1 in 31) of 8-year-olds identified with ASD across 16 ADDM sites in 2022; boys 4.9% (1 in 20), girls 1.4% (1 in 71); ratio 3.4:1",
      "excerpt": "\"About 1 in 31 (3.2%) children aged 8 years has been identified with ASD according to estimates from CDC's Autism and Developmental Disabilities Monitoring (ADDM) Network.\"\n",
      "source_date": "2025-04-15",
      "source_accessed": "2026-04-19",
      "archive_url": "http://web.archive.org/web/20260412090444/https://www.cdc.gov/mmwr/volumes/74/ss/ss7402a1.htm",
      "calculation_notes": "The ADDM 2022 report gives 3.2% prevalence among 8-year-olds as the headline figure. This is used directly as the native and normalized value because 8-year-old prevalence is the standard epidemiological benchmark for ASD. Numerator 32 per denominator 1,000 = 0.032. Boys: 4.9% (1 in 20). Girls: 1.4% (1 in 71). Ratio: 3.4 boys per girl.\n"
    },
    {
      "url": "https://pubmed.ncbi.nlm.nih.gov/26709141/",
      "title": "Heritability of autism spectrum disorders: a meta-analysis of twin studies",
      "publisher": "Journal of Child Psychology and Psychiatry",
      "source_type": "peer_reviewed",
      "statistic": "ASD heritability estimated at 64-91% across twin studies; best meta-analytic estimate ~80%",
      "excerpt": "\"The meta-analytic estimate of heritability for ASD was 0.83 (95% CI: 0.79-0.87), based on data from twin studies.\"\n",
      "source_date": "2016-01-21",
      "source_accessed": "2026-04-19",
      "archive_url": "http://web.archive.org/web/20260210205701/https://pubmed.ncbi.nlm.nih.gov/26709141/",
      "calculation_notes": "The meta-analysis aggregates five twin studies published between 1995 and 2014. The heritability point estimate of 0.83 is used in the body text as context for the genetics discussion. It does not feed into the prevalence calculation directly but establishes that genetic factors dominate ASD etiology.\n",
      "independence_note": "This is an independent academic meta-analysis of twin concordance data, entirely separate from the CDC ADDM surveillance system used for the prevalence figure.\n"
    },
    {
      "url": "https://publichealth.jhu.edu/2025/is-there-an-autism-epidemic",
      "title": "Is There an Autism Epidemic?",
      "publisher": "Johns Hopkins Bloomberg School of Public Health",
      "source_type": "reputable_reference",
      "statistic": "Broadened diagnostic criteria, better screening, and increased awareness account for the majority of the prevalence rise over the past two decades",
      "excerpt": "\"A gradual rise over the past 20 years is due to broadened diagnostic definitions, better screening, and increased awareness.\"\n",
      "source_date": "2025-01-01",
      "source_accessed": "2026-04-19",
      "archive_url": "http://web.archive.org/web/20260310214917/https://publichealth.jhu.edu/2025/is-there-an-autism-epidemic",
      "calculation_notes": "This is a contextual source explaining the trajectory of ASD prevalence. It does not contribute a numeric estimate but provides the expert consensus that most of the increase from 1 in 150 (2000) to 1 in 31 (2022) reflects diagnostic expansion rather than a true increase in the underlying condition.\n"
    }
  ],
  "comparison_anchors": [
    {
      "label": "Child pool drowning (ages 0-14, US)",
      "lifetime_us_adult": 0.000435
    },
    {
      "label": "SIDS (per live birth, US)",
      "lifetime_us_adult": 0.00034
    }
  ],
  "regional_breakdown": [
    {
      "region": "Boys",
      "probability": 0.049,
      "notes": "1 in 20; 4.9% prevalence among 8-year-old males (CDC ADDM 2022)"
    },
    {
      "region": "Girls",
      "probability": 0.014,
      "notes": "1 in 71; 1.4% prevalence among 8-year-old females (CDC ADDM 2022)"
    },
    {
      "region": "US overall (2000)",
      "probability": 0.0067,
      "notes": "1 in 150; earliest CDC ADDM estimate, 2000 surveillance year"
    },
    {
      "region": "US overall (2010)",
      "probability": 0.0147,
      "notes": "1 in 68; CDC ADDM 2010 surveillance year"
    },
    {
      "region": "US overall (2022)",
      "probability": 0.032,
      "notes": "1 in 31; CDC ADDM 2022 surveillance year (latest as of April 2025)"
    }
  ],
  "personal_factor_multipliers": [
    {
      "factor": "male child",
      "multiplier": 1.53,
      "notes": "Boys 4.9% vs overall 3.2% (CDC ADDM 2022)"
    },
    {
      "factor": "female child",
      "multiplier": 0.44,
      "notes": "Girls 1.4% vs overall 3.2%; underdiagnosis in girls is increasingly recognized"
    },
    {
      "factor": "sibling with ASD",
      "multiplier": 6.25,
      "notes": "Recurrence risk ~20% when an older sibling has ASD (Ozonoff et al. 2011)"
    },
    {
      "factor": "paternal age >40",
      "multiplier": 1.5,
      "notes": "Advanced paternal age associated with ~1.5x risk (Sandin et al. 2016)"
    },
    {
      "factor": "extremely preterm birth (<28 weeks)",
      "multiplier": 2.5,
      "notes": "Very preterm infants have roughly 2-3x the ASD prevalence of term infants"
    }
  ],
  "short_label": "Autism diagnosis",
  "myth_framing": "calibrated",
  "outcome_severity": "moderate_harm",
  "exposure_pattern": "acute",
  "outcome_type": "chronic_illness",
  "valence": "negative",
  "caveats": "The 1-in-31 figure comes from the CDC's ADDM Network, which uses health and education records rather than direct clinical assessment. It captures children identified by age 8; some individuals — especially girls and those without intellectual disability — receive a diagnosis later in adolescence or adulthood, so the true lifetime prevalence is likely somewhat higher. Prevalence varies considerably by ADDM site; California reported rates as high as 1 in 12.5 in the 2022 data. The spectrum ranges from profound disability requiring full-time support to subclinical traits compatible with full independence, so a single prevalence number conceals enormous heterogeneity in outcomes.\n",
  "quality_score": {
    "d1": 5,
    "d2": 5,
    "d3": 5,
    "d4": 5,
    "d5": 5,
    "d6": 5,
    "d7": 4,
    "d8": 5,
    "avg": 4.875,
    "scored_by": "claude-code-8d",
    "scored_at": "2026-05-25",
    "methodology_version": "1.2"
  },
  "reviewer": "quality-review-agent",
  "last_reviewed": "2026-04-19",
  "reviewed": true,
  "generated_at": "2026-04-19",
  "image": {
    "alt": "A single puzzle piece in muted blue resting on a pale background, flat vector illustration, calm and understated."
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  "attribution": "Likelier — https://likelier.app",
  "license": "https://creativecommons.org/licenses/by-sa/4.0/",
  "support": "https://buymeacoffee.com/kgluszczyk?via=likelier&utm_content=api-fear-single",
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}