Identifying co-occurring neighbourhood environmental patterns and their association with health behaviours in a Dutch urban population at high cardiometabolic risk.

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Title: Identifying co-occurring neighbourhood environmental patterns and their association with health behaviours in a Dutch urban population at high cardiometabolic risk.
Authors: Smit AK; Department of Public Health and Primary Care (V-0-P), Health Campus The Hague, Leiden University Medical Center, PO Box 9600, The Hague, 2300RC, The Netherlands. a.k.smit@lumc.nl., Vos RC; Department of Public Health and Primary Care (V-0-P), Health Campus The Hague, Leiden University Medical Center, PO Box 9600, The Hague, 2300RC, The Netherlands., van der Velde LA; Department of Public Health and Primary Care (V-0-P), Health Campus The Hague, Leiden University Medical Center, PO Box 9600, The Hague, 2300RC, The Netherlands., Haas MR; Department of Public Health and Primary Care (V-0-P), Health Campus The Hague, Leiden University Medical Center, PO Box 9600, The Hague, 2300RC, The Netherlands., Numans ME; Department of Public Health and Primary Care (V-0-P), Health Campus The Hague, Leiden University Medical Center, PO Box 9600, The Hague, 2300RC, The Netherlands., Beenackers MA; Department of Public Health, Erasmus MC, University Medical Center, Rotterdam, The Netherlands., Bonten TN; Department of Public Health and Primary Care (V-0-P), Health Campus The Hague, Leiden University Medical Center, PO Box 9600, The Hague, 2300RC, The Netherlands., Kiefte-de Jong JC; Department of Public Health and Primary Care (V-0-P), Health Campus The Hague, Leiden University Medical Center, PO Box 9600, The Hague, 2300RC, The Netherlands.
Source: BMC public health [BMC Public Health] 2026 Jul 07. Date of Electronic Publication: 2026 Jul 07.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968562 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1471-2458 (Electronic) Linking ISSN: 14712458 NLM ISO Abbreviation: BMC Public Health Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1471-2458
DOI:10.1186/s12889-026-28175-6