Abstract:T he overall aim of the NHS R&D Health Technology Assessment (HTA) programme is to ensure that high-quality research information on the costs, effectiveness and broader impact of health technologies is produced in the most efficient way for those who use, manage and work in the NHS. Research is undertaken in those areas where the evidence will lead to the greatest benefits to patients, either through improved patient outcomes or the most efficient use of NHS resources. The Standing Group on Health Technology a… Show more
“…Standard statistical methods assume independence of observations, and their use in these types of studies will generally result in artificially small P values and overly narrow confidence intervals for the effect estimates (Ukoumunne 1999). These studies can generally be re-analysed by making assumptions about the intra-cluster correlation (ICC).…”
Section: Unit Of Analysis Issues Clusteringmentioning
confidence: 99%
“…These studies can generally be re-analysed by making assumptions about the intra-cluster correlation (ICC). Estimates of ICC will be obtained from contacting authors, or imputed, using external estimates from similar studies (Ukoumunne 1999;Health Services Research Unit) or using general recommendations from empirical research (Campbell 2000). If this is not possible we will report the effect estimate and annotate the phrase 'unit of analysis error'.…”
Section: Unit Of Analysis Issues Clusteringmentioning
“…Standard statistical methods assume independence of observations, and their use in these types of studies will generally result in artificially small P values and overly narrow confidence intervals for the effect estimates (Ukoumunne 1999). These studies can generally be re-analysed by making assumptions about the intra-cluster correlation (ICC).…”
Section: Unit Of Analysis Issues Clusteringmentioning
confidence: 99%
“…These studies can generally be re-analysed by making assumptions about the intra-cluster correlation (ICC). Estimates of ICC will be obtained from contacting authors, or imputed, using external estimates from similar studies (Ukoumunne 1999;Health Services Research Unit) or using general recommendations from empirical research (Campbell 2000). If this is not possible we will report the effect estimate and annotate the phrase 'unit of analysis error'.…”
Section: Unit Of Analysis Issues Clusteringmentioning
“…The intracluster correlation coe cients chosen here are based on actual studies in general practice but may be higher than average [19]. Two di erent types of outcome have been illustrated, both common in general practice cluster trials: a patient outcome in the injury trial and a process of care outcome in the chlamydia trial.…”
“…The absolute decrease in ICC is about the same between local authorities and health authorities (ratio of average cluster sizes approximately 4 : 1) as it is between health authorities and regions (ratio of average cluster sizes approximately 13 : 1). Although analysis of variance produces an e cient point estimate of the intracluster correlation coe cient for dichotomous outcomes such as ours, it is not an appropriate method for estimating corresponding conÿdence limits [16]. This is an area that is beginning to be explored [17] but still requires more investigation.…”
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