Question: i am having a hard time finding a correlation with hospital acquired conditions (HACs) to financial health or shortcomings and discussing it. And i have

 i am having a hard time finding a correlation with hospitalacquired conditions (HACs) to financial health or shortcomings and discussing it. Andi have to decide which results of the analysis are most important

i am having a hard time finding a correlation with hospital acquired conditions (HACs) to financial health or shortcomings and discussing it. And i have to decide which results of the analysis are most important to communicate to the stakeholders concerned with it.

to communicate to the stakeholders concerned with it. Variable Name Description DefinitionHospital-acquired Number of hospital-acquired conditions (HAC) per HAC Rate condition rate 1,000discharges; measures extent of hospital errors Nursing hours per Number of nursingstaff hours per patient day Nursing HPPD patient day (HPPD); measures nursestaffing level Percentage of nursing staff hours provided by Registered Nurses (RN);

Variable Name Description Definition Hospital-acquired Number of hospital-acquired conditions (HAC) per HAC Rate condition rate 1,000 discharges; measures extent of hospital errors Nursing hours per Number of nursing staff hours per patient day Nursing HPPD patient day (HPPD); measures nurse staffing level Percentage of nursing staff hours provided by Registered Nurses (RN); measures skill mix of nursing Skill Mix Nursing skill mix staff Average length of Number of inpatient days per hospital discharge; ALOS stay measures hospital efficiency Financial Assumptions: Hospital discharges 10,000 Average of RN and LPN nursing cost; cost includes Nursing cost per year $72,000 salary, benefits, and overhead RN cost per year $85,000 LPN cost per year $52,000 Hospital cost per inpatient day $2,600 Hospital penalty per HAC $5,700HAC Rate Nursing_HPPD Skill Mix ALOS HAC Rate 1 Nursing_HPPD -0.799400102 Skill Mix -0.304808429 0.4617178 ALOS 0.417162987 -0.312434971 -0.133376169 1HAC Rate Nursing HPPD Skill Mix ALOS Mean 117.1578947 Mean 3.943178947 Mean 59.92989474 Mean 6.669494737 Standard Error 0.502026306 Standard Error 0.100927519 Standard Error 0.099670622 Standard Error 0.138704512 Median 118 Median 4.006 Median 59.99 Median 6.682 Mode 119 Mode 4.006 Mode 60.26 Mode 5.812 Standard Deviation 4.893147161 Standard Deviation 0.983719775 Standard Deviation 0.971469051 Standard Deviation 1.351924349 Sample Variance 23.94288914 Sample Variance 0.967704595 Sample Variance 0.943752116 Sample Variance 1.827699444 Kurtosis -0.30555851 Kurtosis 0.064807972 Kurtosis -0.13681883 Kurtosis -0.490963757 Skewness -0.567810177 Skewness -0.005149876 Skewness 0.26791489 Skewness 0.034698395 Range 20 Range 5.091 Range 4.46 Range 5.611 Minimum 106 Minimum 1.628 Minimum 58.07 Minimum 4.017 Maximum 126 Maximum 6.719 Maximum 62.53 Maximum 9.628 Sum 11130 Sum 374.602 Sum 5693.34 Sum 633.602 Count 95 Count 95 Count 95 Count 95 Confidence Level(95.0%) 0.996784999 Confidence Level(95.0%) 0.200393956 Confidence Level(95.0%) 0.197898356 Confidence Level(95.0%) 0.275401059SUMMARY OUTPUT Regression Statistics Multiple R 0.802678891 R Square 0.644293402 Adjusted R Square 0.63656065 Standard Error 2.949879331 Observations 95 ANOVA df SS MS F Significance F Regression 2 1450.067077 725.0335384 83.32006396 2.2399E-21 Residual 92 800.5645022 8.701788068 Total 94 2250.631579 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% Intercept 108.9131046 20.56372053 5.296371559 8.01413E-07 68.07178059 149.7544285 68.07178059 149.7544285 Nursing HPPD -4.163970655 0.348684101 -11.94195733 2.1004E-20 -4.856487377 -3.471453933 -4.856487377 -3.471453933 Skill Mix 0.411548722 0.353081187 1.165592327 0.246792365 -0.289700992 1.112798436 -0.289700992 1.112798436 Dependent variable: HAC_Rate

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