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Data-driven approaches to dietary patterns are under-utilized; latent class analyses (LCA) are particularly rare. The present study used an LCA to identify subgroups of people with similar dietary patterns, explore changes in dietary patterns over a 10-year period and relate these dynamics to sociodemographic factors and health outcomes.
Design
The 1998 baseline and 2008 follow-up of the Cork and Kerry Diabetes and Heart Disease Study. Diets were assessed with a standard FFQ. LCA, under the assumption of conditional independence, was used to identify mutually exclusive subgroups with different dietary patterns, based on food group consumption.
Setting
Republic of Ireland.
Subjects
Men and women aged 50–69 years at baseline (n 923) and at 10-year follow-up (n 320).
Results
Three dietary classes emerged: Western, Healthy and Low-Energy. Significant differences in demographic, lifestyle and health outcomes were associated with class membership. Between baseline and follow-up most people remained ‘stable’ in their dietary class. Most of those who changed class moved to the Healthy class. Higher education was associated with transition to a healthy diet; lower education was associated with stability in an unhealthy pattern. Transition to a healthy diet was associated with higher CVD risk factors at baseline: respondents were significantly more likely to be smokers, centrally obese and to have hypertension (non-significant).
Conclusions
LCA is useful for exploring dietary patterns transitions. Understanding the predictors of longitudinal stability/transitions in dietary patterns will help target public health initiatives by identifying subgroups most/least likely to change and most/least likely to sustain a change.
Although evidence-based clinical practice guidelines (CPGs) exist, emergency department (ED) asthma management remains highly variable. Our objective was to compare asthma management at a tertiary care ED with that advised by the Canadian Association of Emergency Physicians' (CAEP) asthma CPG and current best practice.
Methods:
This medical record study enrolled patients between the ages of 19 and 60 years with a previous diagnosis of asthma who were seen for an acute asthma exacerbation at the Vancouver General Hospital ED in 2008. Standard methodology guidelines for medical record review were followed, including explicitly defined criteria and determination of interrater reliability. Primary outcomes were the proportion of cases with the following: objective assessment of severity using peak expiratory flow (PEF), use of systemic corticosteroids (SCSs) in the ED and at discharge, prescription for any inhaled corticosteroids (ICSs), and documentation of outpatient follow-up.
Results:
A total of 204 patient encounters were enrolled. Kappa values for interrater assessment ranged from 0.93 to 1.00. Compliance with primary outcomes was as follows: measurement of PEF, 90% (95% CI 85–94); use of SCSs in the ED, 64% (95% CI 57–71); prescription of SCSs at discharge, 59% (95% CI 51–67); prescription of any ICS at discharge, 51% (95% CI 41–61); and documentation of outpatient follow-up, 78% (95% CI 71–84).
Conclusions:
This study indicates an improvement in ED asthma care compared to previously published studies; however, discordance still exists between asthma management at a tertiary care ED and the CAEP asthma CPG and current best practice. Further research is warranted to understand the reasons for this finding.