“…We categorized the independent variables into individual and community factors. Individual factors recoded included woman's age (15-24, 25-34, and 35-49); level of education (no education, primary, secondary/higher); wealth index (poor, middle and rich); working status (working and not working); number of living children (0-1, 2-3, 4-5, 6+); husband's desire for children (Both want the same number of children, husband wants more, husbands wants few, don't know); decision-maker on a woman's health care (this is based on a question in the DHS that asks a person who usually decides on respondent's health care) and this was categorized as All women interviewed aged 15-49 years (62,538) Burundi (17,269), Rwanda (13,497), Tanzania (13,266), Uganda (18,506) Unmarried women (26,341) Burundi (7,487), Rwanda (6,515) Tanzania (5,056), Uganda (7,283) All married women (36,197) Burundi (9,782), Rwanda (6,982) Tanzania (8,210), Uganda (11,223) All sexually active and fecund Married women (32,945) Burundi (8,767), Rwanda (6,472), Tanzania (7,417), Uganda (10,288) Infecund married women (3,253) Burundi (1,015), Rwanda (510) Tanzania (793), Uganda (935) husband/partner alone, respondent alone, joint decision and others; history of child death (yes or no); access to family planning messages (this was measured using four questions that required whether a woman was exposed to family planning messages on radio, television, newspapers and phone in the last month). All the responses to these questions were merged and coded 0 for no exposure to all the media and 1 for those who heard FP messages from any of the four sources.…”