Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Recent research into the cost of various medical procedures has shown the impact of certain complications encountered in surgery on the total cost of a

image text in transcribed

image text in transcribed

Recent research into the cost of various medical procedures has shown the impact of certain complications encountered in surgery on the total cost of a patient's stay in the hospital. The researchers used regression analysis and found the following results Total cost for patient = Constant plus a* Length of stay (measured in days). plus b* Presence of one or more complications (= 1 if true, O if false), plus c* Use of a laparoscope (= 1 if true. O if false) where a, b, care coefficients of the regression model. The laparoscope is an instrument somewhat like a miniature telescope with a fiber optic system that brings light into the abdomen. It is about as big around as a fountain pen and twice as long. The following table shows additional regression results presented by the researchers in the study described above. There are two regressions. The right-hand column shows the results for all patients, including those treated with laparoscopic surgery. The left-hand column shows the results for the sample of patients who were treated without the laparoscopic surgery. Nonlaparoscopic Patients Only All Patients $ 8,318 $ 3,809 Not significant Not applicable 850 83 Coefficients for independent variables Regression intercept Length of stay Coefficient Standard error for the coefficient Number of complications Coefficient Standard error for the coefficient Laparascopic Coefficient Standard error for the coefficient R-squared 3,914 1,259 1,955 497 Not applicable Not applicable 0.23 920 347 0.53 "Note: All independent variables are significant at the level of p=005 (and Evalue > 2) except for the length of stay variable in the nonlaparoscopic condition. Also, the t-value for each independent variable can be calculated by dividing the coefficient of the variable by the standard error for the coefficient of that variable Required: 1. Which of the two regressions has the better reliability in estimating costs? h O Regression of nonlaparoscopic patients only Regression of all patients 2 Calculate the t-value for each of the independent variables. (Round your answers to 2 decimal places.) Nonlaparoscopic Patients Only All Patients t-value t-value $ 8,318 $ 3,809 Coefficients for independent Variables Regression intercept Length of stay Coefficient 850 Not significant Not applicable 83 Standard error for the coefficient Number of Complications Coefficient 1,955 3,914 1,259 Standard error for the coefficient 497 Laparascopic Coefficient Standard error for the coefficient 920 Not applicable Not applicable 0.23 347 R-squared 0.53 Recent research into the cost of various medical procedures has shown the impact of certain complications encountered in surgery on the total cost of a patient's stay in the hospital. The researchers used regression analysis and found the following results Total cost for patient = Constant plus a* Length of stay (measured in days). plus b* Presence of one or more complications (= 1 if true, O if false), plus c* Use of a laparoscope (= 1 if true. O if false) where a, b, care coefficients of the regression model. The laparoscope is an instrument somewhat like a miniature telescope with a fiber optic system that brings light into the abdomen. It is about as big around as a fountain pen and twice as long. The following table shows additional regression results presented by the researchers in the study described above. There are two regressions. The right-hand column shows the results for all patients, including those treated with laparoscopic surgery. The left-hand column shows the results for the sample of patients who were treated without the laparoscopic surgery. Nonlaparoscopic Patients Only All Patients $ 8,318 $ 3,809 Not significant Not applicable 850 83 Coefficients for independent variables Regression intercept Length of stay Coefficient Standard error for the coefficient Number of complications Coefficient Standard error for the coefficient Laparascopic Coefficient Standard error for the coefficient R-squared 3,914 1,259 1,955 497 Not applicable Not applicable 0.23 920 347 0.53 "Note: All independent variables are significant at the level of p=005 (and Evalue > 2) except for the length of stay variable in the nonlaparoscopic condition. Also, the t-value for each independent variable can be calculated by dividing the coefficient of the variable by the standard error for the coefficient of that variable Required: 1. Which of the two regressions has the better reliability in estimating costs? h O Regression of nonlaparoscopic patients only Regression of all patients 2 Calculate the t-value for each of the independent variables. (Round your answers to 2 decimal places.) Nonlaparoscopic Patients Only All Patients t-value t-value $ 8,318 $ 3,809 Coefficients for independent Variables Regression intercept Length of stay Coefficient 850 Not significant Not applicable 83 Standard error for the coefficient Number of Complications Coefficient 1,955 3,914 1,259 Standard error for the coefficient 497 Laparascopic Coefficient Standard error for the coefficient 920 Not applicable Not applicable 0.23 347 R-squared 0.53

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image_2

Step: 3

blur-text-image_3

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Cost management a strategic approach

Authors: Edward J. Blocher, David E. Stout, Gary Cokins

5th edition

73526940, 978-0073526942

More Books

Students also viewed these Accounting questions

Question

What is a scree plot? For what purpose is it used?

Answered: 1 week ago

Question

=+c) State the null and alternative hypotheses.

Answered: 1 week ago

Question

How were the HR functions affected by Hurricane Rita?

Answered: 1 week ago

Question

What information might lead you to choose working for the company?

Answered: 1 week ago

Question

Which environment factor(s) did Hurricane Rita affect? Discuss.

Answered: 1 week ago