Panel data analysis in medical research

authors:

avatar Habib Ollah Esmarili , avatar Moluk Hadi Alijanvand , * , avatar Hasan Dosti , avatar Mohamad taghi Shakeri

Koomesh: Vol.14, issue 1; 39-46
published online: March 25, 2012
article type: Research Article
received: January 03, 2011
accepted: April 02, 2012

how to cite: Esmarili H O, Hadi Alijanvand M, Dosti H, Shakeri M T. Panel data analysis in medical research. koomesh. 2012;14(1):e152547. 

Abstract

  Introduction: A longitudinal study involves repeated observations of the same items over long periods of time. Panel studies are longitudinal studies of batch which combine cross-sectional and time- series data in observations on a number of over time that play special role in medical research or clinical trials. In this paper, we primarily discuss about the panel data and various modeling of panel data. It is not possible to use ordinary regression methods due to inter- correlation of observation related to one unit. Generalized estimation equation (GEE) for estimation of panel regression coefficient by considering inter correlation was used among observations.   Materials and Methods: We considerd the importance of panel data modeling with GEE in real panel data samples as applications in the effect of estrogen patches on the postnatal depression .   Results: In the estimation of panel regression coefficients on real data, starting treatment effect (b(pre)=0.428, p