BackgroundThe relationship between antibiotic use and antimicrobial resistance varies with cultural, socio-economic, and environmental factors. We examined these relationships in Kibera, an informal settlement in Nairobi - Kenya, characterized by high population density, high burden of respiratory disease and diarrhea. Methods. Two-hundred households were enrolled in a 5-month longitudinal study. One adult (≥18 years) and one child (≤5 years) participated per household. Biweekly interviews (n=1,516) were conducted and 2,341 stool, 2,843 hand swabs and 1,490 water samples collected. Presumptive E. coli (n=34,042) were isolated and tested for susceptibility to nine antibiotics.ResultsEighty percent of E. coli were resistant to ≥3 antibiotic classes. Stool isolates were resistant to trimethoprim (mean: 81%), sulfamethoxazole (80%), ampicillin (68%), streptomycin (60%) and tetracycline (55%). Ninety-seven households reported using an antibiotic in at least one visit over the study period for a total of 144 episodes and 190 antibiotic doses. Enrolled children had five times the number of episodes reported by enrolled adults (96 vs. 19). Multivariable linear mixed-effects models associated children eating soil from the household yard and informal hand-washing stations with increased numbers of antimicrobial-resistant bacteria (counts increasing by 0·27-0·80 log10 and 0·22 to 0·51 log10 respectively, depending on the antibiotic tested). Rainy conditions were associated with reduced carriage of antimicrobial-resistant bacteria (1·19 to 3·26 log10 reduction depending on the antibiotic tested).ConclusionAntibiotic use provided little explanatory power for the prevalence of antimicrobial resistance. Transmission of resistant bacteria in this setting through unsanitary living conditions likely overwhelms incremental changes in antibiotic use. Under such circumstances, sanitation, hygiene, and disease transmission are the limiting factors for controlling the presence of resistant bacteria.