sdm-help-list > Values for meta-regression
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Sep 15, 2015 11:09 AM | Nobody
Values for meta-regression
Hi all,
If one finds group differences in a meta-analysis and would like to see how much a severity score on a particular scale (e.g., depression, BDI) is associated with those group differences, should the scores from the patients groups in the included studies be used in the meta-regression or would it make sense to calculate group difference (patients minus controls) scores for the studies and used that in the meta-regression. Basically, we are interested in understanding to what extent the group differences we see are associated with the severity of psychopathology.
Looking at previous meta-analyses, it seems that most of the time the mean score from only the patient group is used. Thanks in advance for your help on this.
Stephane
If one finds group differences in a meta-analysis and would like to see how much a severity score on a particular scale (e.g., depression, BDI) is associated with those group differences, should the scores from the patients groups in the included studies be used in the meta-regression or would it make sense to calculate group difference (patients minus controls) scores for the studies and used that in the meta-regression. Basically, we are interested in understanding to what extent the group differences we see are associated with the severity of psychopathology.
Looking at previous meta-analyses, it seems that most of the time the mean score from only the patient group is used. Thanks in advance for your help on this.
Stephane
Sep 29, 2015 09:09 AM | Nobody
RE: Values for meta-regression
Dear Stephane,
I think this is a very good question, though probably far beyond SDM.
My thoughts on this (please correct and/or expand them !!!) are:
- A regression by group differences in BDI scores would somehow assume that disorder-related brain changes represent a continuous in the population, with some healthy controls already showing some of these abnormalities. Conversely, a regression for patients' BDI scores would somehow assume that disorder-related brain changes are not present in healthy controls, independently of their BDI scores.
- Many studies may not report BDI scores in healthy controls, making a regression by group differences in BDI scores infeasible.
Hope this helps,
Joaquim
I think this is a very good question, though probably far beyond SDM.
My thoughts on this (please correct and/or expand them !!!) are:
- A regression by group differences in BDI scores would somehow assume that disorder-related brain changes represent a continuous in the population, with some healthy controls already showing some of these abnormalities. Conversely, a regression for patients' BDI scores would somehow assume that disorder-related brain changes are not present in healthy controls, independently of their BDI scores.
- Many studies may not report BDI scores in healthy controls, making a regression by group differences in BDI scores infeasible.
Hope this helps,
Joaquim
