In: Statistics and Probability
In a randomized controlled trial in Kenya, insecticide treated bed nets were tested as a way to reduce malaria. Among 343 infants using bed nets, 15 developed malaria. Among 294 infants not using bed nets, 27 developed malaria (based on data from “Sustainability of Reductions in Malaria Transmission and Infant Mortality in Western Kenya with use of insecticide treated bed nets, Journal of the American Medical Association, Vol. 291, No. 21) a) Construct a 99% confidence interval for the difference in proportions between the two populations. You decide which population is population 1 and which is population 2 b) Based on your results do bed nets appear to be effective?
Population 1 : Infants not using bed nets
Population 2 : Infants using bed nets
Confidence interval for the difference in proportions between the two populations:
Sample 1 : Infants not using bed nets.
Sample size : Number of Infants using bed nets : n1= 294
Number of infants who developed Malaria : x1 = 27
Proportion of infants using bed nets developed Malaria : = 27/294 = 0.0918
Sample 2 : Infants using bed nets.
Sample size : 2 : Number of Infants using bed nets : n2= 343
Number of infants who developed Malaria : x2 = 15
Proportion of infants using bed nets developed Malaria : = 15/343 = 0.0437
Confidence Level | 99% |
(= 100-99/100=1/100 ) = 0.01 | 0.01 |
/2 (=0.01/2=0.005) | 0.005 |
2.5758 |
99% confidence interval for the difference in proportions between the two populations:
99% confidence interval for the difference in proportions between the two populations: (-0.0038, 0.1)
b) As '0' is within the 99% confidence interval which indicates that there is not sufficient evidence to conclude the difference in the proportion between two populations is not zero ; i.e. the difference in the proportion of Malaria development between infants using bed nets and not using bet nets is not significant.
Hence ,
Bed nets do not appear to be effective.