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
Loading database file via ODBCUsing Stata 16.1 on Windows server 2012 with 256GB of memory. Trying to load 400GB MySQL database ta…
Is there a way to keep only variables referred to in a given .do file?Suppose you have dataset containing many variables where you have performed some analyses using only…
comparing specific levels in a categorical variableHello! I am having an issue with figuring out how to look at the differences between two groups in …
Dofile could not be savedI am trying to save changes to a do-file created by a collaborator in my company, which I access thr…
Vector autoregression model, time series or panel data?Hello, I want to apply a vector auto regression model to analyze the relationship between oil pric…
Subscribe to:
Post Comments (Atom)
0 Response to meta regression
Post a Comment