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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.
Lars Eriksen. (2026, February 13). Construction Industry Uk Statistics. Gitnux. https://gitnux.org/construction-industry-uk-statistics
Lars Eriksen. "Construction Industry Uk Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/construction-industry-uk-statistics.
Lars Eriksen. 2026. "Construction Industry Uk Statistics." Gitnux. https://gitnux.org/construction-industry-uk-statistics.
Sources & References
- Reference 1ONSons.gov.uk
ons.gov.uk
- Reference 2CITBcitb.co.uk
citb.co.uk
- Reference 3GOVgov.uk
gov.uk
- Reference 4EXPLORE-EDUCATION-STATISTICSexplore-education-statistics.service.gov.uk
explore-education-statistics.service.gov.uk
- Reference 5MIGRATIONOBSERVATORYmigrationobservatory.ox.ac.uk
migrationobservatory.ox.ac.uk
- Reference 6BUILDINGbuilding.co.uk
building.co.uk
- Reference 7CONSTRUCTIONLEADERSHIPCOUNCILconstructionleadershipcouncil.co.uk
constructionleadershipcouncil.co.uk
- Reference 8FMBfmb.org.uk
fmb.org.uk
- Reference 9HSEhse.gov.uk
hse.gov.uk
- Reference 10PWCpwc.co.uk
pwc.co.uk
- Reference 11BCISbcis.co.uk
bcis.co.uk
- Reference 12SMMsmm.co.uk
smm.co.uk
- Reference 13CONSTRUCTIONNEWSconstructionnews.co.uk
constructionnews.co.uk
- Reference 14BEGBIES-TRAYNORGROUPbegbies-traynorgroup.com
begbies-traynorgroup.com
- Reference 15ACCOUNTINGWEBaccountingweb.co.uk
accountingweb.co.uk
- Reference 16RYDENSrydens.com
rydens.com
- Reference 17CUSHMANWAKEFIELDcushmanwakefield.com
cushmanwakefield.com
- Reference 18OFWATofwat.gov.uk
ofwat.gov.uk
- Reference 19COLLIERScolliers.com
colliers.com
- Reference 20BDPONLINEbdponline.co.uk
bdponline.co.uk
- Reference 21NATIONALGRIDnationalgrid.com
nationalgrid.com
- Reference 22CBREcbre.co.uk
cbre.co.uk
- Reference 23USGBCusgbc.org
usgbc.org
- Reference 24LETICONSTRUCTIONleticonstruction.org
leticonstruction.org
- Reference 25FSCfsc.org
fsc.org
- Reference 26MINERALPRODUCTSmineralproducts.org
mineralproducts.org
- Reference 27BEISbeis.gov.uk
beis.gov.uk
- Reference 28WRAPwrap.org.uk
wrap.org.uk
- Reference 29MCCARTHYANDSTONEmccarthyandstone.co.uk
mccarthyandstone.co.uk







