title: Measuring the effect of a worksite-based nutrition intervention on food consumption.
abstract: Although current dietary guidelines focus on a combination of specific nutrients and food items, most effective dietary interventions focus on patterns of dietary intake and take into account the relationships among nutritional factors. In a controlled nutrition intervention conducted at 16 workplaces, a self-administered health habits questionnaire (HHQ) including a 67-item version of a semiquantitative food frequency questionnaire (FFQ) was distributed prior to a 15-month intervention and again after it. Principal components analysis (PCA) was used to reduce this large set of highly correlated FFQ food items to a smaller set of maximally uncorrelated components (PCs). Of the eight discrete food-based eating patterns targeted in the Treatwell intervention, six were highly correlated ([r[ > or = 0.48) with at least one PC each. This indicates a high level of concordance between a priori intervention targets and actual behavior. Based on log-transformed preintervention FFQ measures, our results showed that a very high proportion (0.55) of the variance in the FFQ data was explained by the PCs. A significantly greater increase in consumption of total vegetables and a larger decrease in dietary intake of ground and processed meats were observed among intervention companies. A comparison PCA conducted on intervention and control companies after the intervention indicated that patterns of intake were very stable over time.
authors.affiliation: Division of Preventive and Behavioral Medicine, University of Massachusetts Medical School, Worcester, MA 01655.
authors.forename: J R
authors.initials: JR
authors.lastname: Hebert
authors.forename: A M
authors.initials: AM
authors.lastname: Stoddard
authors.forename: D R
authors.initials: DR
authors.lastname: Harris
authors.forename: G
authors.initials: G
authors.lastname: Sorensen
authors.forename: M K
authors.initials: MK
authors.lastname: Hunt
authors.forename: D H
authors.initials: DH
authors.lastname: Morris
authors.forename: J K
authors.initials: JK
authors.lastname: Ockene
mesh_terms: D004435:Eating; D005247:Feeding Behavior; D006293:Health Promotion; D006801:Humans; D009747:Nutritional Physiological Phenomena; D017132:Workplace