What characteristics are associated with heart rate, beats/minute? (Heart Rate= 1 missing) Use simple and multivariable linear regression analysis to complete the following table relating the characteristics listed to Heart rate, beats/minute as a continuous variable. Before conducting the analysis, be sure that all participants have complete data on all analysis variables. If participants are excluded due to missing data, the numbers excluded should be reported. Then, describe how each characteristic is related to Heart rate, beats/minute. Are crude and multivariable effects similar? What might explain or account for any differences? Outcome Variable: Heart rate, beats/minute   Characteristic Regression Coefficient Crude Models p-value Regression Coefficient Multivariable Model p-value Age, years         Male sex         Glucose         Total serum cholesterol, mg/dL         Current smoker         Diabetes

Case Studies In Health Information Management
3rd Edition
ISBN:9781337676908
Author:SCHNERING
Publisher:SCHNERING
Chapter7: Healthcare Statistics And Research Methods
Section: Chapter Questions
Problem 7.13.1C
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  1. What characteristics are associated with heart rate, beats/minute? (Heart Rate= 1 missing)

Use simple and multivariable linear regression analysis to complete the following table relating the characteristics listed to Heart rate, beats/minute as a continuous variable. Before conducting the analysis, be sure that all participants have complete data on all analysis variables. If participants are excluded due to missing data, the numbers excluded should be reported. Then, describe how each characteristic is related to Heart rate, beats/minute. Are crude and multivariable effects similar? What might explain or account for any differences?

Outcome Variable: Heart rate, beats/minute

 

Characteristic

Regression Coefficient

Crude Models

p-value

Regression Coefficient

Multivariable Model

p-value

Age, years

 

 

 

 

Male sex

 

 

 

 

Glucose

 

 

 

 

Total serum cholesterol, mg/dL

 

 

 

 

Current smoker

 

 

 

 

Diabetes

 

 

 

 

 

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