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April 29, 2024

The data file may be downloaded with the numbers in some data columns (e,g,: Total Hospital Cost and Total Hospital Revenue) expressed or presented in scientific notation. Please,

Nursing

The data file may be downloaded with the numbers in some data columns (e,g,: Total Hospital Cost and Total Hospital Revenue) expressed or presented in scientific notation. Please, re-format all such data columns from scientific format (e.g.: 4.823 X 10e2) to regular number format (482.3). Another example is 4.5×10e−3 reformated to 0.0045.

Table 1 attached 

NOTE: Please note how the t Value and the (Pr<|t|) values are presented in the last column. The format should be the same for each hospital characteristic.

Figure E.1 – 

Attached 

In your Summary Report:

  1. Findings: Please write a short paragraph to describe your findings. Make sure to attach any plotted graph(s).
  2. Performance – Conclusion: Based on your findings in which year did US hospitals have better performance? What is that based on?

The question you are asked is – in which year (2011 or 2012) did hospitals have better performance? To determine that you would need to use the data to calculate a measure of performance for each hospital.  So, for example, you could calculate Hospital Cost per Discharge = Total Hospital Cost/Total Hospital Discharges, for each hospital (see the last row in Table 1 template above). Then you can comment on which year the hospitals had better performance, based on the values in that row.  This is an example. You could combine other sets of hospital data to create a different measure of performance. Insert that measure as another row in the Table, and determine if the difference in hospital performance for the 2 years is statistically significant for that measure.

  • attachment

    HMGT400HOSPITAL.csv

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    ScreenShot2024-04-28at10.11.13AM.png

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stata_name stcd year total_hosp_cost total_hosp_revenue hospital_beds bedsize_cat teaching_hospital system_member level_trauma white rural_area herf_cat herf_index non_white log_hosp_cost log_hosp_revenue total_hospital_beds total_hospital_medicare_days total_hospital_medicaid_days interns_and_residents total_hospital_employees_on_payr total_hospital_non_paid_workers total_hospital_medicare_discharg total_hospital_medicaid_discharg total_hospital_discharges own
Arizona 86 2012 1.89E+07 1.73E+07 19 1 0 0 0 58.7 0 1 0 41.3 16.75435 16.66785 168.92 11551.5 8206.92 855.048 2695.488 2867 8879 0
Arizona 86 2012 8.01E+07 7.94E+07 88 3 0 0 0 58.5 0 1 2 41.5 18.19875 18.19 138.02 14629.86 2423.52 1209.024 4117.736 697 6998 1
Arizona 86 2012 1.47E+08 1.33E+08 134 4 0 0 0 82 0 1 2 18 18.80468 18.70265 74.16 3784.2 4354.38 490.464 1305.488 1253 4320 0
Arizona 86 2012 7.74E+07 8.81E+07 72 3 0 0 0 82 0 1 2 18 18.16424 18.29439 25.75 306 225.42 132.84 74.504 66 257 0
Arizona 86 2012 1.53E+08 1.41E+08 187 4 0 0 0 58.7 0 1 2 41.3 18.84588 18.76257 19.57 1545.3 98.94 139.608 259.096 18 429 2
Arizona 86 2012 1.60E+07 1.70E+07 21 1 0 0 0 20.4 1 0 2 79.6 16.58738 16.65044 20.6 1042.44 235.62 185.148 160.128 77 366 2
Arizona 86 2012 7.02E+08 7.55E+08 460 7 0 0 1 55.3 0 1 2 44.7 20.36947 20.4425 493.37 28329.48 46840.44 356.34 4570.98 5216.392 9139 26341 2
Arizona 86 2012 2.07E+07 2.29E+07 14 1 0 0 3 58.5 0 1 2 41.5 16.84361 16.94799 237.93 5724.24 11063.94 95.39 1073.82 1195.4 1481 6836 0
Arizona 86 2012 1.67E+08 1.72E+08 163 4 0 0 3 55.3 0 1 2 44.7 18.93446 18.96016 14.42 961.86 255 154.62 151.232 98 356 1
Arizona 86 2012 2.32E+07 2.06E+07 56 3 0 1 0 16 0 1 2 84 16.95965 16.84255 61.8 3816.84 1180.14 307.2 1159.816 312 2738 0
Arizona 86 2012 9.60E+07 1.20E+08 3550 4 0 1 0 58.7 0 1 0 41.3 18.37936 18.59896 37.08 1138.32 2433.72 315.804 433.68 660 2426 0
Arizona 86 2012 1.31E+08 1.49E+08 110 4 0 1 0 82 0 1 2 18 18.68941 18.82107 101.97 8494.56 3713.82 8 882.924 2048.304 934 4332 1
Arizona 86 2012 1.81E+08 1.99E+08 460 5 0 1 0 58.7 0 1 0 41.3 19.01667 19.10902 360.5 12812.22 9098.4 1110 3155.856 2109 10925 1
Arizona 86 2012 5.37E+07 3.92E+07 3550 2 0 1 0 58.7 0 1 2 41.3 17.79862 17.48499 210.12 10312.2 9235.08 1303.464 2696.6 2715 12235 0
Arizona 86 2012 2.28E+08 2.45E+08 3550 6 0 1 0 58.7 0 1 0 41.3 19.24457 19.31838 354.32 27260.52 9731.82 1711.284 7236.896 2559 18413 1
Arizona 86 2012 3.15E+08 3.79E+08 267 5 0 1 1 55.2 0 2 2 44.8 19.56899 19.7525 252.35 16108.86 15733.5 1894.188 3968.728 3487 12895 2
Arizona 86 2012 2.64E+08 2.81E+08 460 5 0 1 1 58.7 0 1 0 41.3 19.39099 19.45325 273.98 17960.16 16340.4 1704.816 4232.272 3447 16298 2
Arizona 86 2012 4.70E+08 5.17E+08 3550 8 0 1 1 58.7 0 1 0 41.3 19.96899 20.06368 273.98 17960.16 16340.4 1704.816 4232.272 3447 16298 1
Arizona 86 2012 3.94E+08 4.35E+08 3550 7 0 1 1 58.7 0 1 0 41.3 19.79191 19.89182 273.98 17960.16 16340.4 1704.816 4232.272 3447 16298 1
Arizona 86 2012 3.48E+07 3.67E+07 25 2 0 1 3 65.9 0 1 2 34.1 17.36395 17.41857 0
Arizona 86 2012 5.24E+07 5.62E+07 49 2 1 0 0 52.3 0 2 2 47.7 17.77366 17.8452 507.79 29487.18 40869.36 44.66 3096.06 7225.776 8762 29644 1
Arizona 86 2012 4.28E+08 4.54E+08 553 8 1 0 0 55.3 0 1 2 44.7 19.8756 19.9329 50.47 2233.8 2249.1 500.772 563.784 654 2095 0
Arizona 86 2012 1.22E+08 1.23E+08 89 3 1 0 3 43.9 1 1 2 56.1 18.61977 18.62993 91.67 4144.26 5121.42 788.256 1223.2 1544 3712 0
Arizona 86 2012 2.23E+08 2.16E+08 3550 4 1 1 0 58.7 0 1 0 41.3 19.22436 19.19189 244.11 29369.88 2147.1 89.71 5149.536 6878.832 264 12315 2
Arizona 86 2012 2.27E+08 2.68E+08 3550 6 1 1 0 58.7 0 1 0 41.3 19.24058 19.40528 397.58 38496.84 4977.6 1.88 2182.056 9723.328 1340 22069 1
Arizona 86 2012 9.23E+08 9.84E+08 244 5 1 1 0 58.7 0 1 0 41.3 20.64341 20.70665 327.54 32268.72 11889.12 1869.108 8493.456 2780 20464 2
Arizona 86 2012 2.72E+08 2.95E+08 3550 7 1 1 0 58.7 0 1 0 41.3 19.42014 19.50291 169.95 8433.36 12750 1059.324 2466.416 4690 13654 0
Arizona 86 2012 6.06E+08 6.80E+08 3550 8 1 1 1 58.7 0 1 0 41.3 20.22179 20.33736 585.04 37101.48 53716.26 129.3 4415.16 7460.408 10624 36275 0
Arizona 86 2012 1.98E+08 2.41E+08 3550 5 1 1 2 58.7 0 1 0 41.3 19.1031 19.30064 220.42 12159.42 24371.88 1554.48 3299.304 5620 18796 2
Arkansas 71 2012 8125045 7994666 49 2 0 0 0 84 0 1 2 16 15.91046 15.89429 111.24 8150.82 1690.14 717.768 2257.36 803 4634 2
Arkansas 71 2012 7.38E+07 7.72E+07 125 4 0 0 0 95.2 0 2 2 4.800003 18.11635 18.16157 120.51 11514.78 1907.4 704.808 2766.656 561 4925 1
Arkansas 71 2012 7.12E+07 7.71E+07 124 4 0 0 0 89 0 1 2 11 18.08072 18.16073 13.39 1.02 1 1 2
Arkansas 71 2012 2.28E+07 2.36E+07 33 2 0 0 0 68.2 1 0 2 31.8 16.9437 16.97513 25.75 1785 57.12 103.896 394.76 26 502 1
Arkansas 71 2012 1.05E+07 1.03E+07 85 3 0 0 0 71 1 0 2 29 16.16907 16.143 25.75 1164.84 44.88 178.392 306.912 22 395 1
Arkansas 71 2012 1.62E+07 1.88E+07 25 2 0 0 0 40.3 1 0 2 59.7 16.60155 16.75008 25.75 1051.62 194.82 117.936 259.096 62 414 2
Arkansas 71 2012 9525674 8233617 25 2 0 0 0 92.2 1 0 2 7.800003 16.0695 15.92374 25.75 2970.24 762.96 180.468 760.608 429 1243 2
Arkansas 71 2012 2.08E+07 2.22E+07 72 3 0