clslowbwt: Birthweight data clustered on the mother.

In AF: Model-Based Estimation of Confounder-Adjusted Attributable Fractions

Description

This dataset is borrowed from "An introduction to Stata for health reserachers" (Juul and Frydenberg, 2010). The dataset contains data on 189 mothers who have given birth to one or several children. In total, the dataset contains data on 487 births.

Usage

data(clslowbwt)

Format

The dataset is structured so that each row corresponds to one birth/child. It contains the following variables:

id

the identification number of the mother.

birth

the number of the birth, i.e. "1" for the mother's first birth, "2" for the mother's second birth etc.

smoke

a categorical variable indicating if the mother is a smoker or not with levels "0. No" and "1. Yes".

race

the race of the mother with levels "1. White", "2. Black" or "3. Other".

age

the age of the mother at childbirth.

lwt

weight of the mother at last menstruational period (in pounds).

bwt

birthweight of the newborn.

low

a categorical variable indicating if the newborn is categorized as a low birthweight baby (<2500 grams) or not with levels "0. No" and "1. Yes".

smoker

a numeric indicator if the mother is a smoker or not. Recoded version of the variable "smoke" where "0.No" is recoded as "0" and "1.Yes" is recoded as "1".

lbw

a numeric indicator of whether the newborn is categorized as a low birthweight baby (<2500 grams) or not. Recoded version of the variable "low" where "0.No" is recoded as "0" and "1.Yes" is recoded as "1".

The following changes have been made to the original data in Juul & Frydenberg (2010):

- The variable "low" is recoded into the numeric indicator variable "lbw":

clslowbwt$lbw <- as.numeric(clslowbwt$low == "1. Yes")

- The variable "smoke" is recoded into the numeric indicator variable "smoker":

clslowbwt$smoker <- as.numeric(clslowbwt$smoke == "1. Yes")

References

Juul, Svend & Frydenberg, Morten (2010). An introduction to Stata for health researchers, Texas, Stata press, 2010 (Third edition).

http://www.stata-press.com/data/ishr3.html

AF documentation built on May 21, 2019, 1:01 a.m.