df.SMD

Fictitious dataset of two meta-analyses of RCTs assessing the efficacy of surgical
 and pharmacological interventions on a numeric outcome.

datasets

A comprehensive range of facilities to perform umbrella reviews with stratification of the evidence in R. The package accomplishes this aim by building on three core functions that: (i) automatically perform all required calculations in an umbrella review (including but not limited to meta-analyses), (ii) stratify evidence according to various classification criteria, and (iii) generate a visual representation of the results. Note that if you are not familiar with R, the core features of this package are available from a web browser (<https://www.metaumbrella.org/>).

Corentin J Gosling

metaumbrella

Umbrella Review Package for R

Aleix Solanes

Paolo Fusar-Poli

Joaquim Radua

df.SMD function

The dataset contains the following variables:<table class="table">
<tr><td>meta_review</td><td>name of the first author of the meta-analysis.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>factor</td><td>name of the intervention studied.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>author</td><td>first study author of the individual studies.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>year</td><td>year of publication of the individual studies.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>measure</td><td>type of effect size (SMD).</td></tr>
<tr><td></td><td></td></tr>
<tr><td>value</td><td>SMD value.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>se</td><td>standard error of the SMD.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>ci_lo</td><td>lower bound of the 95% confidence interval.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>ci_up</td><td>upper bound of the 95% confidence interval.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>mean_cases</td><td>means of patients in the experimental arm.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>mean_controls</td><td>means of patients in the control arm.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>sd_cases</td><td>standard deviations of patients in the experimental arm.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>sd_controls</td><td>standard deviations of patients in the control arm.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>n_cases</td><td>number of patients in the experimental arm.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>n_controls</td><td>number of patients in the control arm.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>rob</td><td>risk of bias of the individual studies.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>amstar</td><td>AMSTAR score of the meta-analysis.</td></tr>
</table>

Format

Meta-analyses exploring the efficacy of surgical and pharmacological interventions. — df.SMD

The dataset contains the following variables:<table class='table'>
<tr><td>meta_review</td><td>name of the first author of the meta-analysis.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>factor</td><td>name of the intervention studied.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>author</td><td>first study author of the individual studies.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>year</td><td>year of publication of the individual studies.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>measure</td><td>type of effect size (SMD).</td></tr>
<tr><td></td><td></td></tr>
<tr><td>value</td><td>SMD value.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>se</td><td>standard error of the SMD.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>ci_lo</td><td>lower bound of the 95% confidence interval.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>ci_up</td><td>upper bound of the 95% confidence interval.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>mean_cases</td><td>means of patients in the experimental arm.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>mean_controls</td><td>means of patients in the control arm.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>sd_cases</td><td>standard deviations of patients in the experimental arm.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>sd_controls</td><td>standard deviations of patients in the control arm.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>n_cases</td><td>number of patients in the experimental arm.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>n_controls</td><td>number of patients in the control arm.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>rob</td><td>risk of bias of the individual studies.</td></tr>
<tr><td></td><td></td></tr>
<tr><td>amstar</td><td>AMSTAR score of the meta-analysis.</td></tr>
</table>

df.SMD: Meta-analyses exploring the efficacy of surgical and pharmacological interventions.

Description

Usage

Arguments

Format

meta_review	name of the first author of the meta-analysis.

factor	name of the intervention studied.

author	first study author of the individual studies.

year	year of publication of the individual studies.

measure	type of effect size (SMD).

value	SMD value.

se	standard error of the SMD.

ci_lo	lower bound of the 95% confidence interval.

ci_up	upper bound of the 95% confidence interval.

mean_cases	means of patients in the experimental arm.

mean_controls	means of patients in the control arm.

sd_cases	standard deviations of patients in the experimental arm.

sd_controls	standard deviations of patients in the control arm.

n_cases	number of patients in the experimental arm.

n_controls	number of patients in the control arm.

rob	risk of bias of the individual studies.

amstar	AMSTAR score of the meta-analysis.