Statalist


[Date Prev][Date Next][Thread Prev][Thread Next][Date index][Thread index]

Re: st: Trend test in meta analysis


From   "Ben Dwamena" <bdwamena@med.umich.edu>
To   <statalist@hsphsun2.harvard.edu>
Subject   Re: st: Trend test in meta analysis
Date   Tue, 25 Dec 2007 22:08:44 -0500

Hello Vijay,
Is the smoking variable your response variable i.e Do you have an ordinal categorical outcome? or is smoking an explanatory variable for some other dependent variable?

If smoking were the outcome, you could use proportional odds logistic regression with ologit for each study and then perform random-effects meta-analysis of the study-specific odds-ratios. 
Alternatively, oglm (written by Richard Williams) will allow you to account for variability in the residual variance i.e. fit a non-proportional odds logistic regression. In that case you will have to perform bivariate random-effects meta-analysis of the study-specific location and scale parameters. 

These two-stage methods allow studies to have different set and number of categories. 

Ben

>>> "Jayaprakash, Vijay" <Vijay.Jayaprakash@roswellpark.org> 12/21/2007 3:52 PM >>>
Hi Stata users,
       I'm trying to do a meta analysis of data from 10 different studies. The smoking variable in each study is stratified into categories (Category 1:1-10 cigarettes, Category 2: 10-20 cigs, Category3: 20-30 cigs etc.). I calculated the OR for each category (of smoking) by study.  I then did a meta analysis and calculated the OR for each category by random effects model using the meta command: 
meta  or1 lcl1 ucl1, ci eform 
meta  or2 lcl2 ucl2, ci eform 

I found that metap command can provide the p-value for each category (from p-values of each study for that specific category). Is there a way to get the p for trend BETWEEN the categories from the random effects estimate? I would like to report from the meta-analysis results if there is a dose-response relationship of smoking to the disease and if so what the p for trend is.

I will very much appreciate your help.

Thanks

Vijay

 


 


This email message may contain legally privileged and/or confidential information.  If you are not the intended recipient(s), or the employee or agent responsible for the delivery of this message to the intended recipient(s), you are hereby notified that any disclosure, copying, distribution, or use of this email message is prohibited.  If you have received this message in error, please notify the sender immediately by e-mail and delete this email message from your computer. Thank you.

*
*   For searches and help try:
*   http://www.stata.com/support/faqs/res/findit.html 
*   http://www.stata.com/support/statalist/faq 
*   http://www.ats.ucla.edu/stat/stata/

**********************************************************
Electronic Mail is not secure, may not be read every day, and should not be used for urgent or sensitive issues

*
*   For searches and help try:
*   http://www.stata.com/support/faqs/res/findit.html
*   http://www.stata.com/support/statalist/faq
*   http://www.ats.ucla.edu/stat/stata/



© Copyright 1996–2021 StataCorp LLC   |   Terms of use   |   Privacy   |   Contact us   |   What's new   |   Site index