DATA ANALYSIS, STATISTICS, AND DATA VISUALIZATION TASK
: Analyze the provided raw data to produce the following outputs. OUTPUTS: After cleaning the attached raw data files, recode (if needed), and merge/link, provide the following outputs:
I. Descriptive Statistical Summary General Section: Provide a one-page general summary of the data provided. Use your knowledge, experience, and skills to make use of the provided data. What beneficial summaries you think the LCMB leadership team will be interested to review? Specific Section: Answer the following questions: 1- How many Long Term Care site is currently non-compliant to the Accommodation Standards?
2- How many sites were non-compliant to the CCHSS Standards in 2021? 3- If CCHSS Standards only applies to Health Funded Supportive Living sites, what is the noncompliance percentage of Supportive Living Sites to CCHSS Standards (exclude combined sites LTC and SL)?
4- What is the median number of days for CCHSS Standards non-compliances to be rectified? 5- What is the median number and range of days for Accommodation Standards non-compliances to be rectified? 6- Provide a table of the top ten non-complaint Operators to the Accommodation Standards in 2022? Please provide the number of inspections per Operator, number of inspections the operator was found non-compliant, and the percentage of non-compliance inspections per Operator? 7- If rectified, what is the average, median and range of days it took sites to rectify non-compliance issued to the following CCHSS Standards: Standard: Infection Prevention and Control (IPC) Standard: Medication Management II. Charts, Graphs, and Visualization Maximum four pages, use your imagination, skills, and knowledge to present and summarize the attached data. In your first page, include the following chart:
- A bar chart presenting the number of visits per year per type of standard with a tending line of non-compliance rates - The remaining charts/graphs are of your choice.
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