Multivariable Regression Models of Risk Factors Associated With a Missed Opportunity and 90-Day In-Hospital Mortality in Patients With Tuberculosis Meningitis
Variablea . | Missed Opportunityb . | 90-Day Mortalityc . | ||
---|---|---|---|---|
RR (95% CI) . | P Value . | RR (95% CI) . | P Value . | |
Deficiency anemiasd | 1.38 (1.33–1.69) | .001 | ||
Depressiond | 1.38 (1.07–1.78) | .013 | ||
Paralysisd | 1.39 (1.09–1.78) | .009 | ||
Drug abused | 1.21 (.88–1.65) | .24 | ||
Lymphomad | 1.33 (.87–2.03) | .19 | ||
Age 60–70 yearse | 2.01 (1.01–4.01) | .047 | ||
Age 70–80 yearse | 2.83 (1.39–5.77) | .004 | ||
Age >80 yearse | 3.80 (1.73–8.31) | <.001 | ||
Chronic kidney diseased | 1.66 (1.07–2.60) | .025 | ||
Hyponatremiaf | 1.62 (1.10–2.39) | .014 | ||
Mechanical ventilationf | 3.45 (2.25–5.29) | <.001 | ||
Septicemiaf | 1.59 (1.04–2.45) | .034 | ||
MO during prior ED visit in the past 6 months | 1.11 (.64–1.93) | .71 | ||
MO during prior hospitalization in the past 6 months | 0.90 (.59–1.37) | .62 |
Variablea . | Missed Opportunityb . | 90-Day Mortalityc . | ||
---|---|---|---|---|
RR (95% CI) . | P Value . | RR (95% CI) . | P Value . | |
Deficiency anemiasd | 1.38 (1.33–1.69) | .001 | ||
Depressiond | 1.38 (1.07–1.78) | .013 | ||
Paralysisd | 1.39 (1.09–1.78) | .009 | ||
Drug abused | 1.21 (.88–1.65) | .24 | ||
Lymphomad | 1.33 (.87–2.03) | .19 | ||
Age 60–70 yearse | 2.01 (1.01–4.01) | .047 | ||
Age 70–80 yearse | 2.83 (1.39–5.77) | .004 | ||
Age >80 yearse | 3.80 (1.73–8.31) | <.001 | ||
Chronic kidney diseased | 1.66 (1.07–2.60) | .025 | ||
Hyponatremiaf | 1.62 (1.10–2.39) | .014 | ||
Mechanical ventilationf | 3.45 (2.25–5.29) | <.001 | ||
Septicemiaf | 1.59 (1.04–2.45) | .034 | ||
MO during prior ED visit in the past 6 months | 1.11 (.64–1.93) | .71 | ||
MO during prior hospitalization in the past 6 months | 0.90 (.59–1.37) | .62 |
Abbreviations: CI, confidence interval; ED, emergency department; MO, missed opportunity; RR, relative risk.
Models were generated using a stepwise selection approach with entering in all variables with P < .2 in univariate analysis or a priori clinical/biological plausibility. Relative risk, 95% CIs, and P values are shown only for variables that were included in the final models.
Variables considered for the MO model were based on a priori clinical/biological plausibility (age, race, states above the average national TB incidence, primary payer, drug abuse, alcohol abuse, weight loss, chronic kidney disease, chronic pulmonary disease, median hospital admission, people with human immunodeficiency virus).
Variables considered for the 90-day in-hospital mortality model were based on a priori clinical/biological plausibility (age, primary payer, drug abuse, alcohol abuse, weight loss, chronic kidney disease, chronic pulmonary disease, noncentral nervous system tuberculosis, diabetes, liver disease, MO, MO in a treat-and-release emergency department visit).
Comorbidity within the 12 months before the index hospitalization with tuberculosis (TB) meningitis.
Reference age group was age 40–50 years.
Condition coded during the index hospitalization.
Multivariable Regression Models of Risk Factors Associated With a Missed Opportunity and 90-Day In-Hospital Mortality in Patients With Tuberculosis Meningitis
Variablea . | Missed Opportunityb . | 90-Day Mortalityc . | ||
---|---|---|---|---|
RR (95% CI) . | P Value . | RR (95% CI) . | P Value . | |
Deficiency anemiasd | 1.38 (1.33–1.69) | .001 | ||
Depressiond | 1.38 (1.07–1.78) | .013 | ||
Paralysisd | 1.39 (1.09–1.78) | .009 | ||
Drug abused | 1.21 (.88–1.65) | .24 | ||
Lymphomad | 1.33 (.87–2.03) | .19 | ||
Age 60–70 yearse | 2.01 (1.01–4.01) | .047 | ||
Age 70–80 yearse | 2.83 (1.39–5.77) | .004 | ||
Age >80 yearse | 3.80 (1.73–8.31) | <.001 | ||
Chronic kidney diseased | 1.66 (1.07–2.60) | .025 | ||
Hyponatremiaf | 1.62 (1.10–2.39) | .014 | ||
Mechanical ventilationf | 3.45 (2.25–5.29) | <.001 | ||
Septicemiaf | 1.59 (1.04–2.45) | .034 | ||
MO during prior ED visit in the past 6 months | 1.11 (.64–1.93) | .71 | ||
MO during prior hospitalization in the past 6 months | 0.90 (.59–1.37) | .62 |
Variablea . | Missed Opportunityb . | 90-Day Mortalityc . | ||
---|---|---|---|---|
RR (95% CI) . | P Value . | RR (95% CI) . | P Value . | |
Deficiency anemiasd | 1.38 (1.33–1.69) | .001 | ||
Depressiond | 1.38 (1.07–1.78) | .013 | ||
Paralysisd | 1.39 (1.09–1.78) | .009 | ||
Drug abused | 1.21 (.88–1.65) | .24 | ||
Lymphomad | 1.33 (.87–2.03) | .19 | ||
Age 60–70 yearse | 2.01 (1.01–4.01) | .047 | ||
Age 70–80 yearse | 2.83 (1.39–5.77) | .004 | ||
Age >80 yearse | 3.80 (1.73–8.31) | <.001 | ||
Chronic kidney diseased | 1.66 (1.07–2.60) | .025 | ||
Hyponatremiaf | 1.62 (1.10–2.39) | .014 | ||
Mechanical ventilationf | 3.45 (2.25–5.29) | <.001 | ||
Septicemiaf | 1.59 (1.04–2.45) | .034 | ||
MO during prior ED visit in the past 6 months | 1.11 (.64–1.93) | .71 | ||
MO during prior hospitalization in the past 6 months | 0.90 (.59–1.37) | .62 |
Abbreviations: CI, confidence interval; ED, emergency department; MO, missed opportunity; RR, relative risk.
Models were generated using a stepwise selection approach with entering in all variables with P < .2 in univariate analysis or a priori clinical/biological plausibility. Relative risk, 95% CIs, and P values are shown only for variables that were included in the final models.
Variables considered for the MO model were based on a priori clinical/biological plausibility (age, race, states above the average national TB incidence, primary payer, drug abuse, alcohol abuse, weight loss, chronic kidney disease, chronic pulmonary disease, median hospital admission, people with human immunodeficiency virus).
Variables considered for the 90-day in-hospital mortality model were based on a priori clinical/biological plausibility (age, primary payer, drug abuse, alcohol abuse, weight loss, chronic kidney disease, chronic pulmonary disease, noncentral nervous system tuberculosis, diabetes, liver disease, MO, MO in a treat-and-release emergency department visit).
Comorbidity within the 12 months before the index hospitalization with tuberculosis (TB) meningitis.
Reference age group was age 40–50 years.
Condition coded during the index hospitalization.
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