Hi,
We conducted a meta-analysis to find if hyperglycaemia is associated with increased risk of mortality. We included 12 studies that had given adjusted odds ratios and pooled them together. The pooled odds ratio was 2.416 (95% CI:1.364; 4.279). Heterogeneity was high (I2=60%).
We explored heterogeneity by conducting a meta regression wherein the covariate was the cut-off value of blood glucose that was used to define hyperglycaemia in individual studies. Two studies had used blood glucose threshold of 6.6 mmol/L, three studies used 8.3, four studies used 10, one used 11.1, one used 12 and one used 16.6 mol/L.
The meta-regression output was as below. I would be grateful for help with interpretation of this output.
meta regress hyperglycemia_definition
Effect-size label: Effect Size
Effect size: mortality_log_or_adj
Std. Err.: mortality_se_adj
Random-effects meta-regression Number of obs = 12
Method: REML Residual heterogeneity:
tau2 = .6156
I2 (%) = 62.48
H2 = 2.67
R-squared (%) = 0.00
Wald chi2(1) = 0.19
Prob > chi2 = 0.6661
-----------------------------------------------------------------------------------------
_meta_es | Coef. Std. Err. z P>|z| [95% Conf. Interval]
------------------------+----------------------------------------------------------------
hperglycemia_definition | .0543421 .1259339 0.43 0.666 -.1924838 .301168
_cons | .3701254 1.22663 0.30 0.763 -2.034024 2.774275
-----------------------------------------------------------------------------------------
Test of residual homogeneity: Q_res = chi2(10) = 23.66 Prob > Q_res = 0.0085
.
Related Posts with meta regression
percentage change of lagged variableI have another related query on generating lagged variables.
My regression model looks like this: In…
Factor variables vs. dummy variables with interactionsHi all,
I have a dummy variable x1 (no missing values) in the dataset and has values of 0 and 1, an…
How to convert strings to date variable?For example, a date of 81.511, corresponds to 06/07/1981(DMY). How do you convert this to a Stata da…
Takes forever to run regressionI searched this forum and there were several posts about taking forever to run a specific regression…
Every time I type the command 'mmsel', I get a 'file tmp / xfbf.dta not found' error.I try to implement wage decomposition based on Machado and Mata (2005).
I would be grateful if you c…
Subscribe to:
Post Comments (Atom)
0 Response to meta regression
Post a Comment