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Who are the obese? A cluster analysis exploring subgroups of the obese

Green, M.A., Strong, M., Razak, F., Subramanian, S.V., Relton, C. and Bissell, Paul (2016) Who are the obese? A cluster analysis exploring subgroups of the obese. Journal of Public Health, 38 (2). pp. 258-264. ISSN 1741-3842

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Abstract

Background
Body mass index (BMI) can be used to group individuals in terms of their height and weight as obese. However, such a distinction fails to account for the variation within this group across other factors such as health, demographic and behavioural characteristics. The study aims to examine the existence of subgroups of obese individuals.

Methods
Data were taken from the Yorkshire Health Study (2010–12) including information on demographic, health and behavioural characteristics. Individuals with a BMI of ≥30 were included. A two-step cluster analysis was used to define groups of individuals who shared common characteristics.

Results
The cluster analysis found six distinct groups of individuals whose BMI was ≥30. These subgroups were heavy drinking males, young healthy females; the affluent and healthy elderly; the physically sick but happy elderly; the unhappy and anxious middle aged and a cluster with the poorest health.

Conclusions
It is important to account for the important heterogeneity within individuals who are obese. Interventions introduced by clinicians and policymakers should not target obese individuals as a whole but tailor strategies depending upon the subgroups that individuals belong to.

Item Type: Article
Subjects: H Social Sciences > H Social Sciences (General)
R Medicine > RA Public aspects of medicine > RA0421 Public health. Hygiene. Preventive Medicine
Schools: School of Human and Health Sciences
Related URLs:
Depositing User: Sally Hughes
Date Deposited: 08 Feb 2017 15:02
Last Modified: 16 Feb 2017 15:17
URI: http://eprints.hud.ac.uk/id/eprint/31142

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