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BMJ 2003;326:1308-1309 (14 June), doi:10.1136/bmj.326.7402.1308
James P Guevara, assistant professor1, Fredric M Wolf, professor2, Cyril M Grum, professor of medicine3, Noreen M Clark, professor4
1 Department of Pediatrics, University of Pennsylvania School of Medicine, Philadelphia, PA 19104, USA, 2 Department of Medical Education and Biomedical Informatics, University of Washington School of Medicine, Seattle, WA 98195, USA, 3 Department of Internal Medicine, University of Michigan School of Medicine, Ann Arbor, MI 48109, USA, 4 Department of Health Behavior and Health Education, University of Michigan School of Public Health, Ann Arbor
Correspondence to: J P Guevara, Division of General Pediatrics, Children's Hospital of Philadelphia, 34th and Civic Center Boulevard, Philadelphia, PA 19104, USA guevara{at}email.chop.edu
Data sources Databases of the Cochrane Airways Group, PsychINFO, reference lists of review papers, and eligible studies.
Review methods Eligible studies were published randomised controlled trials or controlled clinical trials of educational programmes for the self management of asthma in children and adolescents that reported lung function, morbidity, self perception of asthma control, or utilisation of healthcare services. Eligible studies were abstracted, assessed for methodological quality, and pooled with fixed effects and random effects models.
Results 32 of 45 identified trials were eligible, totalling 3706 patients aged 2 to 18 years. Education in asthma was associated with improved lung function (standardised mean difference 0.50, 95% confidence interval 0.25 to 0.75) and self efficacy (0.36, 0.15 to 0.57) and reduced absenteeism from school (-0.14, -0.23 to -0.04), number of days of restricted activity (-0.29, -0.33 to -0.09), and number of visits to an emergency department (-0.21, -0.33 to -0.09). When pooled by the fixed effects model but not by the random effects model, education was also associated with a reduced number of nights disturbed by asthma. The effect on morbidity was greatest among programmes with strategies based on peak flow, interventions targeted at the individual, and participants with severe asthma.
Conclusions Educational programmes for the self management of asthma in children and adolescents improve lung function and feelings of self control, reduce absenteeism from school, number of days with restricted activity, number of visits to an emergency department, and possibly number of disturbed nights. Educational programmes should be considered a part of the routine care of young people with asthma.
Although it is clear that education by only the transfer of information is ineffective, the effectiveness of educating children with asthma in self management is unclear.5 Programmes aimed at adults with asthma that include self monitoring, regular medical review, and an asthma action plan do seem to reduce morbidity and the use of healthcare resources, but a meta-analysis of self management in children found no such association.6 7 The meta-analysis was limited to trials published before 1992, and several rigorous evaluations have been subsequently completed. We aimed to estimate the effectiveness of educational programmes in self management on clinical outcomes in children and adolescents with asthma by incorporating more recent studies.
Selection and data abstraction
Studies published in any language were eligible if they fulfilled the
following criteria: were randomised controlled trials or controlled clinical
trials; included children aged 2 to 18 years with asthma; incorporated
educational interventions in self management related to prevention of asthma,
management of asthma attacks, or development of social skills; reported
outcomes of interest. Studies were excluded if they included participants with
pulmonary diagnoses other than asthma, enrolled children aged less than 2
years, lacked a concurrent control population, used non-standard educational
interventions, or lacked outcomes of interest.
We screened the title and abstract of citations obtained through the search strategy and obtained the full text of potentially eligible studies. Non-English language articles were translated into English. Two investigators independently assessed each article for eligibility, and disagreement was settled by consensus. All eligible studies were abstracted on forms. To clarify procedures or to obtain missing data, corresponding authors were contacted by post or email.
Validity assessment and study characteristics
Study quality was based on whether assignment of intervention was concealed
before enrolment.9
Trials were categorised as adequate, unclear, or clearly inadequate. In
addition, we judged whether systematic differences in care, withdrawals, or
outcome assessment were evident between treatment and control
groups.9
10
For each eligible study we abstracted information on randomisation, allocation concealment, participants, settings, follow up procedures, characteristics of educational interventions (type, strategy, number of sessions, duration, and educational tools), and outcomes. Outcomes of interest were forced expiratory volume in one second (FEV1) and peak expiratory flow rate as measures of lung function, number of days absent from school, number of days of restricted activity, number of disturbed nights, self efficacy scales (including coping scores or health locus of control scales), symptom scores, number of visits to an emergency department, and hospitalisations. The severity of asthma was assessed from trial self report, examination of mean baseline FEV1 or peak expiratory flow rate, or chronicity of asthma symptoms at baseline.11 12 Studies were categorised as moderate-severe if participants had severe asthma, mild-moderate if participants had mild or moderate asthma, or unclear if severity was not reported and could not be deduced.
Quantitative data synthesis
Because measures were reported with different scales or time intervals, we
used the standardised weighted mean difference with 95% confidence interval to
estimate a pooled effect size for each outcome of interest. (The standardised
weighted mean difference, reported in units of standard deviation, converts
the difference in mean values for each trial into a common metric.) Data were
pooled with both fixed effects and random effects
models.13
14 For consistency we
report in both the text and the figures the standardised weighted mean
difference based on the fixed effects model. When effect sizes differ
statistically, we report in the text only the pooled effect sizes from the
random effects model. Measures of lung function were also back translated by
multiplying the standardised weighted mean difference from the fixed effects
model by the standard deviation of the control group for FEV1 and
peak expiratory flow rate. Homogeneity of effect sizes was assessed by the Q
statistic.14 Funnel
plot asymmetry was examined for publication
bias.15
If continuous outcomes were reported without measures of variance, we imputed pooled standard deviations using the t statistic formula.16 If the t statistic was not reported, we chose the t statistic corresponding to the exact P value with the appropriate degrees of freedom. If the t statistic and exact P value were not reported, we chose the t statistic corresponding to P=0.05 (for a reported P < 0.05) or P=0.50 (for a reported P > 0.05) with the appropriate degrees of freedom.17 Studies with missing point estimates were excluded from the pooled estimates, but the results were reported qualitatively.
Subgroups were analysed to estimate the magnitude of the effect of study quality and programme components on outcome measures. For study quality we limited studies to randomised controlled trials, those with adequate concealment of allocation, and those without systematic differences in withdrawals. For programme components we stratified on type of intervention (individual v group), intensity of intervention (single session v multiple sessions), and self management strategy (peak flow based v symptom based).
Quantitative data synthesis
Four trials (258 patients) had complete data on measures of lung function
(fig 1). Education was
associated with moderate improvement on a combined measure of lung function
(0.50, 0.25 to 0.75) and on individual measures of FEV1 (0.46, 0.08
to 0.84) and peak expiratory flow rate (0.53, 0.19 to 0.86). This translated
into a 0.24 litre increase in FEV1 and a 9.5% increase in
percentage predicted peak expiratory flow rate associated with education.
Three additional trials (192 patients) could not be pooled owing to missing
point estimates; these studies reported no effect of education on lung
function. No evidence of publication bias was found (intercept -0.9, 90%
confidence interval -2.7 to 4.5).
|
Eighteen trials (1649 patients) had complete data on measures of morbidity.
Education was associated with a modest reduction in absenteeism from school
(-0.14, -0.23 to -0.04; fig 2).
One trial (84 patients) could not be pooled owing to missing point estimates,
but it did report less absenteeism from school in the group that received the
educational intervention. Education was also associated with a reduction in
number of days of restricted activity (-0.29, -0.49 to -0.08) and number of
disturbed nights (-0.34, -0.62 to -0.05). Heterogeneity was found among trials
pooled for number of nights disturbed by asthma
(
2=11.2, df=2,
P=0.004) but not for other morbidity outcomes. The pooled estimate from the
random effects model for number of disturbed nights was not significant
(-0.39, -1.07 to 0.28). Outcomes were generally stronger among trials of
moderate-severe asthma than among those of mild-moderate asthma. No evidence
of publication bias was found for any measure of morbidity.
|
Nine trials (522 patients) reported complete data on measures of self
perception of asthma control. We found a moderate improvement in self efficacy
(0.36, 0.15 to 0.57; fig 3).
Four additional trials (356 patients) could not be pooled owing to missing
point estimates; education was shown as beneficial in three. Education had no
effect on symptom scores. No statistical heterogeneity was found for self
efficacy, but it was found for symptom scores
(
2=6.7, df=3,
P=0.08). Results were, however, consistent across both models. No evidence of
publication bias was found.
|
Eighteen trials (1899 patients) reported complete data on measures of utilisation of healthcare services. Education was associated with a modest reduction in number of visits to an emergency department (-0.21, -0.33 to -0.09; fig 4). Two trials (127 patients) could not be pooled owing to missing point estimates; one reported a reduction in number of visits. Education had no effect on hospitalisations. Utilisation outcomes were stronger among trials of moderate-severe asthma than among those of mild-moderate asthma. Possible publication bias was found for hospitalisations (intercept -3.0, -4.7 to -1.3) but not for visits to an emergency department.
|
Subgroup analyses
To assess the impact of study quality, analyses were restricted to studies
of higher quality. We found similar estimates for lung function, self
efficacy, morbidity, and utilisation of healthcare services when studies were
limited to those with adequate allocation concealment, randomised controlled
trials, or those without systematic differences in withdrawals. To assess
programme characteristics, we stratified analyses on self management strategy
and found that programmes based on peak flow had the greatest improvement in
lung function and the greatest reductions in morbidity measures. We also
stratified on intervention type and found that programmes targeted at the
individual had the greatest reductions in morbidity measures, whereas
programmes targeted at a group had the greatest reduction in hospitalisations.
Finally, we stratified on intervention intensity and found that programmes
comprising single sessions had the greatest reductions in morbidity measures,
whereas those comprising multiple sessions had the greatest improvement in
self efficacy and the greatest reduction in number of visits to an emergency
department. No studies involved direct comparisons between different
educational components.
Although our results support the findings observed in adults with asthma, our results differed from a previously published meta-analysis of asthma education in children.6 This review, involving 11 trials published between 1981 and 1991, found no benefit of education, as the authors were only able to pool between three and five studies for any one outcome.7 This may have limited their statistical power to identify small effects. Our review included these 11 trials and an additional 21 trials, nine of which were published between 1980 and 1991 and either were not identified or were excluded by these authors. We were also able to evaluate a wider range of outcomes and to provide tentative estimates of important comparisons between subgroups.
|
Our study has several limitations. Firstly, the effect of education on most morbidity measures was limited by the paucity of studies reporting these outcomes. For instance, quality of lifeconsidered an important outcome in asthmawas not reported by any eligible trial. Secondly, many studies did not adequately report methods and results. This limited our ability to estimate the effects of study quality or to pool data. Thirdly, we may not have identified all relevant trials of asthma education; formal tests of funnel plot asymmetry showed publication bias only for hospitalisations, a non-significant outcome. Fourthly, there were insufficient studies and a lack of direct comparisons to reliably estimate subgroup effects. Our subgroup analyses should therefore be interpreted with caution.
Our study has important implications for practice and research. Incorporating educational programmes for self management into the routine care of children with asthma may significantly improve outcomes. Although selection of a programme may depend on cost and availability, efforts should be made to incorporate models that are known to work. Priority should be given to patients with severe asthma, and education should be provided long term to account for changing needs. Future studies should test alternative components directly to determine their relative effectivenessfor example, studies should focus on morbidity measurements and quality of life and directly compare strategies based on peak flow with those based on symptoms and compare strategies aimed at the individual with those aimed at the group. Assessment of the impact of asthma education would be enhanced if trials reported in a uniform way.18 Studies should be conducted over longer periods, report age stratified outcomes, and be adequately powered to determine clinically relevant effects.
Contributors: JPG participated in the identification and selection of studies, data extraction, data analysis and interpretation, writing and revising the manuscript, and correspondence with authors. FMW initiated and designed the protocol, participated in the identification and selection of studies, data analysis and interpretation, and writing and revising the paper; he will act as guarantor for the paper. CMG participated in the identification and selection of studies and writing and revising the manuscript. NMC participated in the design of the protocol and writing and revising the manuscript.
Funding: National Institutes of Health Fogarty International Center (grant No NIH 1 F06 TW02123) and National Heart, Lung, and Blood Institute (grant No NIH 1 K07 HL 03046).
Competing interests: None declared.
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