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Demographic Data
Demographic Data Interpretation
Economic Benefits
Economic Benefits Interpretation
Effectiveness and Outcomes
Effectiveness and Outcomes Interpretation
More related reading
Participation Rates
Participation Rates Interpretation
Service Delivery
Service Delivery Interpretation
How We Rate Confidence
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.
AI consensus: 1 of 4 models agree
Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.
AI consensus: 2–3 of 4 models broadly agree
All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.
AI consensus: 4 of 4 models fully agree
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
Marie Larsen. (2026, February 13). Early Intervention Statistics. Gitnux. https://gitnux.org/early-intervention-statistics
Marie Larsen. "Early Intervention Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/early-intervention-statistics.
Marie Larsen. 2026. "Early Intervention Statistics." Gitnux. https://gitnux.org/early-intervention-statistics.
Sources & References
- Reference 1NCBIncbi.nlm.nih.gov
ncbi.nlm.nih.gov
- Reference 2PEDIATRICSpediatrics.aappublications.org
pediatrics.aappublications.org
- Reference 3JOURNALSjournals.sagepub.com
journals.sagepub.com
- Reference 4SCIENCEDIRECTsciencedirect.com
sciencedirect.com
- Reference 5ONLINELIBRARYonlinelibrary.wiley.com
onlinelibrary.wiley.com
- Reference 6TANDFONLINEtandfonline.com
tandfonline.com
- Reference 7JAMANETWORKjamanetwork.com
jamanetwork.com
- Reference 8APAapa.org
apa.org
- Reference 9ACAMHacamh.onlinelibrary.wiley.com
acamh.onlinelibrary.wiley.com
- Reference 10AJOTajot.aota.org
ajot.aota.org
- Reference 11ACFacf.hhs.gov
acf.hhs.gov
- Reference 12PSYCNETpsycnet.apa.org
psycnet.apa.org
- Reference 13PUBSpubs.asha.org
pubs.asha.org
- Reference 14CDCcdc.gov
cdc.gov
- Reference 15NATUREnature.com
nature.com
- Reference 16LINKlink.springer.com
link.springer.com
- Reference 17READINGROCKETSreadingrockets.org
readingrockets.org
- Reference 18JOURNALSjournals.lww.com
journals.lww.com
- Reference 19Nn.neurology.org
n.neurology.org
- Reference 20EMERALDemerald.com
emerald.com
- Reference 21NCTMnctm.org
nctm.org
- Reference 22SRCDsrcd.onlinelibrary.wiley.com
srcd.onlinelibrary.wiley.com
- Reference 23IOVSiovs.arvojournals.org
iovs.arvojournals.org
- Reference 24ACADEMICacademic.oup.com
academic.oup.com
- Reference 25FRONTIERSINfrontiersin.org
frontiersin.org
- Reference 26SITESsites.ed.gov
sites.ed.gov
- Reference 27FFYFffyf.org
ffyf.org
- Reference 28RURALHEALTHruralhealth.und.edu
ruralhealth.und.edu
- Reference 29MARCHOFDIMESmarchofdimes.org
marchofdimes.org
- Reference 30CDEcde.ca.gov
cde.ca.gov
- Reference 31ECTACENTERectacenter.org
ectacenter.org
- Reference 32NCEDnced.childrensdata.info
nced.childrensdata.info
- Reference 33KFFkff.org
kff.org
- Reference 34GAOgao.gov
gao.gov
- Reference 35MCHBmchb.tvisdata.hrsa.gov
mchb.tvisdata.hrsa.gov
- Reference 36DODCIVILIANCAREERSdodciviliancareers.com
dodciviliancareers.com
- Reference 37AECFaecf.org
aecf.org
- Reference 38HEALTHhealth.ny.gov
health.ny.gov
- Reference 39CHILDWELFAREchildwelfare.gov
childwelfare.gov
- Reference 40NCESnces.ed.gov
nces.ed.gov
- Reference 41ECLKCeclkc.ohs.acf.hhs.gov
eclkc.ohs.acf.hhs.gov
- Reference 42NAEYCnaeyc.org
naeyc.org
- Reference 43SAMHSAsamhsa.gov
samhsa.gov
- Reference 44DARSdars.state.tx.us
dars.state.tx.us
- Reference 45PEWTRUSTSpewtrusts.org
pewtrusts.org
- Reference 46BROOKINGSbrookings.edu
brookings.edu
- Reference 47HEALTHAFFAIRShealthaffairs.org
healthaffairs.org
- Reference 48EDwww2.ed.gov
www2.ed.gov
- Reference 49NCJRSncjrs.gov
ncjrs.gov
- Reference 50RANDrand.org
rand.org
- Reference 51HELLERheller.brandeis.edu
heller.brandeis.edu
- Reference 52MEDICAIDmedicaid.gov
medicaid.gov
- Reference 53CHILDTRENDSchildtrends.org
childtrends.org
- Reference 54NOBELPRIZEnobelprize.org
nobelprize.org
- Reference 55PROMOTEPREVENTIONpromoteprevention.org
promoteprevention.org
- Reference 56NBERnber.org
nber.org
- Reference 57PUBMEDpubmed.ncbi.nlm.nih.gov
pubmed.ncbi.nlm.nih.gov
- Reference 58CBPPcbpp.org
cbpp.org
- Reference 59HEALTHECONOMICSREVIEWhealtheconomicsreview.com
healtheconomicsreview.com
- Reference 60CENSUScensus.gov
census.gov
- Reference 61AAPaap.org
aap.org
- Reference 62AMERICANIMMIGRATIONCOUNCILamericanimmigrationcouncil.org
americanimmigrationcouncil.org
- Reference 63MILITARYONESOURCEmilitaryonesource.mil
militaryonesource.mil
- Reference 64NIDCDnidcd.nih.gov
nidcd.nih.gov
- Reference 65NCCDnccd.cdc.gov
nccd.cdc.gov
- Reference 66VERMONTOXFORDNETWORKvermontoxfordnetwork.org
vermontoxfordnetwork.org
- Reference 67CHILDSTATSchildstats.gov
childstats.gov
- Reference 68ASHAasha.org
asha.org
- Reference 69AOTAaota.org
aota.org
- Reference 70HANENhanen.org
hanen.org
- Reference 71ATICENTERaticenter.net
aticenter.net
- Reference 72CHILDANDFAMILYBLOGchildandfamilyblog.com
childandfamilyblog.com
- Reference 73AOAaoa.org
aoa.org
- Reference 74NASHPnashp.org
nashp.org
- Reference 75EATRIGHTPROeatrightpro.org
eatrightpro.org
- Reference 76CALSTATEcalstate.edu
calstate.edu
- Reference 77RESEARCHGATEresearchgate.net
researchgate.net
- Reference 78COMMONSENSEMEDIAcommonsensemedia.org
commonsensemedia.org
- Reference 79AUCDaucd.org
aucd.org
- Reference 80AGESANDSTAGESagesandstages.com
agesandstages.com
- Reference 81HEALTHYCHILDRENhealthychildren.org
healthychildren.org







