Pushing the Pace: Progress and Challenges in Fighting Childhood Pneumonia examines recent gains in reducing child deaths from pneumonia. This report advances our understanding of the burden of childhood pneumonia and its toll within the context of the leading killers of children; global trends in funding to address pneumonia; and health system factors involved in the effective prevention, diagnosis, and treatment of pneumonia.
When unaccounted-for group-level characteristics affect an outcome variable, traditional linear regression is inefficient and can be biased. The random- and fixed-effects estimators (RE and FE, respectively) are two competing methods that address these problems. While each estimator controls for otherwise unaccounted-for effects, the two estimators require different assumptions. Health researchers tend to favor RE estimation, while researchers from some other disciplines tend to favor FE estimation. In addition to RE and FE, an alternative method called within-between (WB) was suggested by Mundlak in 1978, although is utilized infrequently.
Data on obesity from the Kingdom of Saudi Arabia (KSA) are nonexistent, making it impossible to determine whether the efforts of the Saudi Ministry of Health are having an effect on obesity trends. To determine obesity prevalence and associated factors in the KSA, we conducted a national survey on chronic diseases and their risk factors.