Research Question | Variable(s)/ Level of Measurement | Statistical Tests |
---|---|---|
1. What is the genotypic distribution of MRSA in a sub-population of Saudi Arabia’s Eastern Province? | Age/Continuous | Mean and Standard Deviation |
Gender, hospital admission profile, survival, preexisting illnesses, health care risk factors, susceptibility profile(each drug) /Dichotomous | Frequencies | |
Infection type/Categorical | Frequencies | |
2. What is the concordance between each pair-wise combination of the three phenotyping methods, health care risk factor, infection type, and susceptibility pattern, used to classify CA- vs HA-MRSA in Saudi Arabia? | Genotype Classification as HA-MRSA and CA-MRSA/ Dependent/Dichotomous | Cohen's Kappa |
Three Phenotyping Methods' Classification as HA-MRSA and CA-MRSA/Independent/ Dichotomous |
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3. What is the sensitivity and specificity of each phenotyping method (health care risk factor, infection type, susceptibility pattern) used to classify CA-MRSA vs HA-MRSA in Saudi Arabia? | Genotype classification as HA-MRSA and CA-MRSA/ Dichotomous |
Sensitivity and specificity |
Three phenotyping methods' classification as HA-MRSA and CA-MRSA/ Dichotomous |
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4. Is it possible to predict HA-MRSA and CA-MRSA in the Eastern Province of Saudi Arabia using a combination of MRSA phenotypical classification factors? | Health Care Risk Factors | Multiple logistic regression -2 Log Likelihood Hosmer and Lemeshow |
Infection Type | ||
Susceptibility Pattern | ||
Age/Independent/ Continuous; Gender, hospital admission profile, survival, preexisting illnesses/ Dichotomous |