Readmission Rate and Satisfaction Score:
o Readmission Rate: The current readmission rate is 14.90%, which has decreased by 0.10% from the previous value of 15.00%.
o Satisfaction Score: The satisfaction score is 5.43, which has increased by 0.43 from 5.00.
Patients by Gender:
o The distribution of patients by gender is relatively balanced, with 33.90% male, 33.30% female, and 32.80% other.
Age Group Patients by Gender:
o The age group 80-99 has the highest number of patients, with a total of 211.
o The distribution across age groups shows that males generally have higher counts in the younger age groups, whereas the gender distribution balances out in older age groups.
Financial Breakdown:
o Total Treatment Cost: The total treatment cost across departments is KES 2.71 million.
o Insurance Claim: A total of KES 1.88 million is covered by insurance claims.
o Out-of-Pocket: Patients have paid KES 829.29K out-of-pocket.
Treatment Cost Across Departments:
o Cardiology and Orthopedics have the highest treatment costs at KES 525K and KES 562K, respectively.
o Pediatrics has the lowest out-of-pocket expenses at KES 155K compared to other departments.
Hospital Performance Rating - Mortality Rate:
o General Medicine has the lowest mortality rate at 0.045, followed by Pediatrics at 0.058.
o Cardiology has the highest mortality rate at 0.067.
Length of Stay (in Days):
o The average length of stay ranges from 7.41 days in General Medicine to 7.98 days in Pediatrics.
Objective:
To analyze key metrics related to patient demographics, financial costs, and hospital performance to gain insights into healthcare operations and outcomes.
Data Segments:
• Demographic Overview: Provides insights into readmission rates and patient satisfaction scores.
• Patients by Gender: Visualizes the distribution of patients based on gender.
• Age Group Patients by Gender: Displays age group segmentation of patients along with gender distribution.
• Financial Breakdown: Summarizes treatment costs, insurance claims, and out-of-pocket payments.
• Treatment Cost Across Departments: Compares treatment costs and financial burdens across various hospital departments.
• Hospital Performance Rating: Focuses on mortality rates to assess hospital performance.
• Length of Stay: Shows the average length of stay per department.
Visual Elements:
• Pie Chart: Used for displaying gender distribution among patients.
• Treemap: Represents the count of patients across departments.
• Bar Charts: Used for comparing treatment costs, hospital performance, and length of stay across departments.
• KPI Tiles: Display key figures like treatment cost, insurance claims, and out-of-pocket expenses. Usage:
• Decision-Making: Helps healthcare administrators and policymakers make informed decisions regarding resource allocation, department efficiency, and patient care strategies.
• Performance Monitoring: Allows hospital staff to monitor and improve performance metrics such as readmission rates and satisfaction scores.
• Financial Analysis: Provides a clear understanding of the financial impact on patients and the hospital.