Nursing Assignment Acers
Healthcare Data Analytics N526
Healthcare Data Analytics N526
Descriptive Statistics Using Excel – Central Tendency
1. Calculate the mean, median, and mode: LOS and Total Charge.
2. Sort the charge values in ascending order.
3. Calculate the mean, median, and mode of the Total Charge excluding the maximum value.
4. Did the mean, median, and mode change more? Why?
5. Repeat that exercise for LOS. Healthcare Data Analytics N526
6. What do you think is the best statistic to describe the typical:
o LOS or Total Charge
o Admission source
Descriptive Statistics Using Excel Spread
7. Calculate the sample variance and range for LOS and Total Charge.
8. Note: Use the var.s function to calculate the variance. This function calculates the sample variance.
9. Sort the charge values in ascending order.
10. Calculate the variance and range charge excluding the maximum value.
11. Did the variance and range mean or median change more? Why?
12. Repeat that exercise for LOS.
One Sample T-Test (two-tailed)
13. Test the hypothesis that the sample mean LOS for MS-DRG 291 is different from the national standard. Obtain the national Medicare standard for LOS from the information provided below. **Be sure to state the null and alternative hypotheses and set the alpha prior to performing the test.
Total hospital days for HF are estimated at 6.5 million annually. Although the average length of stay has decreased over the last decade to 6.3 days, the 30-day readmission rate has increased to 20% and is roughly 50% at 6 months .The average MS-DRG (291, 292, and 293) reimbursement is $5,759 for the acute care facility.
Two Sample T-Test two tail
14. Test the hypothesis that charges for patients with MS-DRG 291 are different for men and women. Assume equal variances. Healthcare Data Analytics N526
**Be sure to state the null and alternative hypotheses and set the alpha prior to performing the test.
ANOVA
The basic principle of the IPPS payment system is that the levels (no CC/CC/MCC) of a MS-DRG family has different resource intensity and therefore should be paid differently. Use the CHF data to test this hypothesis. Use charge as a measure of resource intensity. Be sure to state the null and alternative hypotheses and set the alpha prior to performing the test.
15. Can you conclude which MS-DRGs have significantly different average charges?
Final_Project–CHF_Data–N526–Student_Copy_(2)
Patient ID
LOS–CHF
Age
Sex
AmtReim
TotAccomChg
TotDeptChg
TotChg
NumDxCodes
admsrc
dischdest
drgcode
1
8
4
1
10372
19632
8144
27776
9
4
06
291
2
5
4
2
10306
12270
23259
35529
9
1
01
291
3
2
4
2
10306
4908
12834
17742
9
1
01
291
4
2
5
2
10372
4908
5459
10367
9
7
01
291
5
2
3
2
6200
4908
8893
13801
7
1
01
293
6
5
4
1
6186
12270
25758
38028
6
7
01
293
7
7
6
2
10372 Healthcare Data Analytics N526
18816
14516
33332
9
7
06
291
8
6
7
2
7224
14724
8105
22829
4
1
01
293
9
4
7
2
6200
9816
22244
32060
9
1
06
293
10
8
7
1
6200
19632
6506
26138
8
4
01
293
11
6
9
1
7328 Healthcare Data Analytics N526
14724
9108
23832
9
1
06
292
12
7
3
2
7307
18816
17622
36438
9
1
62
292
13
8
3
1
10372
21816
15152
36968
9
7
06
291
14
17
4
2
10306
59718
39275
98993
9
4
06
291
15
3
7
1
6200
7362
23293
30655
9
7
06
293
16
6
8
2
7328
14724
11008
25732
9
1
06
292
17
5
8
2
7328
12270
7951
20221 Healthcare Data Analytics N526
9
1
06
292
18
3
5
1
9604
8181
6400
14581
9
1
01
291
19
3
3
1
7307
7362
15891
23253
9
1
01
292
20
18
8
2
9348
44172
44636
88808
9
1
62
291
21
8
4
1
10306
22632
16528
39160
9
4
62
291
22
3
9
2
7111
7362
7642
15004
9
6
03
291
23
3
5
1
8352
7362
21648
29010
9
4
01
292
24
6
5
2
7224
14724
13808
28532 Healthcare Data Analytics N526
7
1
06
293
25
3
3
1
7125
7362
7051
14413
9
7
06
292
26
3
3
1
7307
7362
13726
21088
9
7
01
292
27
7
9
2
7328
17178
11598
28776
9
5
01
292
28
6
9
2
10372
16362
9502
25864
9
7
03
291
29
6
6
1
7224
14724
3841
18565
9
4
01
293
30
7
9
2
10372
17178
11772
28950
9
1
20
291
31
3
9
2
8096
8181
12812
20993
9
5
03
292
32
3
9
2
7224
7362
18325
25687
9
7
62
293
33
7
4
2
10372
17178
25524
42702
9
7
01
291
34
2
3
2
6186
4908
20305
25213
8
7
01
293
35
3
6
1
7156
8181
7851
16032
9
7
06
292
36
13
7
1
10372
31902
38027
69929
9
4
62
291
37
7
6
2
10306
17178
21988
39166
9
4
01
291
38
12
6
1
7307
29448
33959
63407
9
7
06
292
39
7
8
2
10306
17178
7653
24831
9
7
03
291
40
10
8
2
9348
27270
12287
39557
9
5
03
291
41
4
7
2
7224
9816
6545
16361
6
4
62
293
42
10
3
1
7328
27270
51831
79101
9
1
06
292
43
4
8
1
7328
10089
8197
18286
9
1
06
292
44
14
7
2
9314
36290
26885
63175
9
1
63
291
45
5
7
2
7328
12270
7381
19651
9
1
01
292
46
11
6
1
10372
27813
29640
57453
9
6
20
291
47
3
4
1
10306
7362
16110
23472
9
1
01
291
48
4
8
1
8352
10635
16165
26800
9
1
06
292
49
4
8
2
8352
9816
9050
18866
9
5
03
292
50
14
6
1
10372
52356
54000
106356
9
4
63
291
51
4
6
2
7307
9816
19578
29394
9
4
01
292
52
2
7
2
5077
5454
7349
12803
9
7
06
291
53
6
7
2
10372
16089
14907
30996
9
2
03
291
54
6
7
1
6200
14724
7592
22316
9
1
01
293
55
1
8
1
6200
2454
12934
15388
9
7
01
293
56
7
8
1
8352
17178
20868
38046
5
7
06
292
57
2
8
2
6946
4908
5275
10183
7
1
06
293
58
2
8
2
8299
4908
6669
11577
7
1
01
292
59
3
7
2
7091
7362
16887
24249
9
7
06
291
60
4
8
2
8352
9816
19391
29207
9
7
01
292
61
8
4
1
10306
21543
34499
56042
9
1
06
291
62
12
3
1
10372
29721
36984
66705
9
7
06
291
63
5
9
2
9348
12270
14455
26725
9
7
01
291
64
3
4
2
8135
7362
21724
29086
9
4
62
291
65
5
9
1
8352
12270
9817
22087
9
7
06
292
66
9
8
1
7328
22086
12891
34977
9
1
01
292
67
4
5
1
8352
9816
8099
17915
7
1
01
292
68
16
6
2
9389
39264
56077
95341
9
7
20
291
69
4
7
2
8299
9816
6609
16425
9
7
06
292
70
2
7
2
5954
4908
11836
16744
9
7
06
293
71
10
6
2
7307
27270
11076
38346
9
1
62
292
72
6
6
2
9348
16362
8068
24430
9
1
03
291
73
7
7
2
8385
17178
3737
20915
9
1
03
292
74
1
4
1
7307
2454
6343
8797
9
1
01
292
75
4
9
1
8352
9816
9802
19618
9
7
06
292
76
2
5
2
6200
4908
17325
22233
7
1
01
293
77
2
7
1
7328
4908
10749
15657
9
1
01
292
78
18
4
2
8352
49086
23614
72700
9
7
03
292
79
6
4
1
9348
14724
39146
53870
7
1
01
291
80
4
5
1
6186
9816
14517
24333
9
1
01
293
81
5
8
2
6200
12270
10710
22980
9
1
06
293
82
11
3
1
5176
29724
13601
43325
9
7
07
293
83
4
3
1
10104
9816
17515
27331
9
7
06
291
84
6
3
1
9348
14724
8024
22748
9
7
06
291
85
12
6
2
7328
29448
17512
46960
9
7
06
292
86
1
6
2
7307
5454
13419
18873
9
7
20
292
87
1
8
1
7307
2454
7257
9711
9
1
01
292
88
17
7
2
24691
81537
92645
174182
9
5
20
291
89
19
4
2
7307
51813
22010
73823
9
7
06
292
90
8
5
2
9348
19632
28685
48317
9
7
62
291
91
8
5
2
10372
19632
12937
32569
9
6
62
291
92
10
8
2
7328
24540
20389
44929
9
1
03
292
93
3
6
2
7224
7362
4845
12207
8
7
01
293
94
5
8
1
10306
12270
11413
23683
9
4
01
291
95
3
8
1
7111
7635
7573
15208
9
1
06
291
96
8
8
1
7328
19632
9014
28646
9
1
06
292
97
6
9
2
9348
14724
15619
30343
9
7
06
291
98
2
3
1
0
5454
14680
20134
9
1
01
291
99
8
4
1
7178
19632
27023
46655
8
7
06
293
100
7
8
1
6200
17178
15861
33039
9
1
06
293
101
5
3
2
8299
12270
9417
21687
9
1
06
292
102
47
7
1
19293
115897
40341
156238
9
4
50
291
103
6
8
1
9348
14724
16173
30897
9
7
03
291
104
6
8
1
7307
14724
7696
22420
9
1
06
292
105
8
6
1
9348
21816
11337
33153
9
1
06
291
106
3
7
1
6200
7362
4854
12216
6
7
01
293
107
12
7
2
6200
29448
22170
51618
9
7
03
293
108
2
9
1
5077
4908
4975
9883
9
7
06
291
109
13
9
2
8352
35451
22129
57580
9
7
62
292
110
4
6
1
8299
9816
20513
30329
9
7
01
292
111
14
6
1
7224
43356
31181
74537
9
7
62
293
112
5
7
2
8352
13635
7406
21041
9
4
06
292
113
9
5
1
7307
22086
15972
38058
9
7
06
292
114
6
7
1
9348
14724
14957
29681
9
7
06
291
115
13
7
2
7252
31902
15884
47786
9
7
06
293
116
5
3
1
7328
12270
15440
27710
9
1
01
292
117
5
5
2
10372
12270
12367
24637
9
4
06
291
118
6
3
2
9314
14724
9204
23928
9
1
01
291
119
6
4
1
9348
14724
14024
28748
9
1
06
291
120
11
6
1
9314
26994
17687
44681
9
4
06
291
121
25
8
2
13283
70350
61336
131686
9
1
03
291
122
11
9
2
8299
26994
10189
37183
9
7
06
292
123
4
8
2
8299
9816
5602
15418
9
4
03
292
124
4
8
1
10372
9816
6083
15899
9
7
01
291
125
15
8
2
7328
39267
42305
81572
9
7
06
292
126
17
7
1
8352
41718
56768
98486
9
6
65
292
127
8
7
1
7328
19632
21843
41475
9
7
06
292
128
3
7
2
9314
7362
11111
18473
9
7
01
291
129
4
5
1
8352
9816
5931
15747
9
7
06
292
130
6
7
2
9314
13054
35895
48949
9
7
06
291
131
2
8
2
9348
4908
7574
12482
7
1
01
291
132
9
4
1
9389
22086
38094
60180
9
1
01
291
133
10
8
1
8352
24540
14220
38760
9
7
62
292
134
5
8
1
7224
12270
9956
22226
9
6
62
293
135
8
7
1
7307
21816
18192
40008
8
7
62
292
136
7
7
2
10058
18270
21166
39436
9
5
03
291
137
6
7
2
7328
14724
19871
34595
9
7
03
292
138
6
9
2
6200
16362
9560
25922
9
1
06
293
139
4
8
1
7328
9816
8393
18209
9
1
03
292
140
5
8
2
9348
12270
12906
25176
9
1
06
291
141
2
9
2
5088
4908
4317
9225
9
1
06
292
142
11
8
2
9348
26994
37174
64168
9
1
01
291
143
22
7
2
10372
59721
31004
90725
9
1
06
291
144
3
7
2
7224
7362
8213
15575
8
7
06
293
145
7
7
2
6200
17178
21553
38731
9
7
06
293
146
6
7
1
6186
14724
8024
22748
9
7
06
293
147
4
8
2
6200
9816
6995
16811
6
1
06
293
148
7
7
2
9348
17178
14906
32084
9
5
03
291
149
7
7
1
8352
17178
13895
31073
9
1
06
292
150
7
7
1
9348
23178
13867
37045
9
7
06
291
151
10
6
1
0
27270
19106
46376
9
7
06
291
152
4
4
1
7178
13635
13328
26963
9
7
06
293
153
9
4
1
10372
24543
16223
40766
9
7
06
291
154
10
4
1
10372
27270
14859
42129
9
1
06
291
155
5
9
1
7328
13635
22619
36254
9
7
06
292
156
10
8
2
8352
24813
20491
45304
9
1
06
292
157
2
8
2
7224
4908
7530
12438
6
1
01
293
158
3
6
2
8096
7362
8240
15602
9
1
06
292
159
4
7
1
9389
9816
8370
18186
9
7
01
291
160
7
7
2
7328
17178
8819
25997
9
1
06
292
161
6
7
2
10372
20724
19088
39812
9
7
20
291
162
7
7
1
8299
17178
23280
40458
9
7
63
292
163
3
6
1
7224
7362
7926
15288
9
1
06
293
164
4
6
1
9145
9816
7965
17781
9
1
06
291
165
17
6
1
10413
41718
21486
63204
9
1
51
291
166
10
6
2
8352
26451
18721
45172
9
7
03
292
167
4
5
2
6186
9816
11391
21207
8
1
01
293
168
2
4
2
9348
4908
25068
29976
9
5
01
291
169
5
8
2
7328
12270
13065
25335
9
7
01
292
170
1
9
2
8299
5454
14773
20227
9
5
20
292
171
4
8
2
8299
9816
17999
27815
9
7
03
292
172
14
7
2
9348
34356
39941
74297
9
7
03
291
173
15
7
2
10372
36810
35288
72098
9
5
03
291
174
5
7
2
10306
12270
6764
19034
9
7
03
291
175
2
7
1
5077
4908
4450
9358
9
7
06
291
176
4
7
1
10169
9816
12498
22314
9
7
06
291
177
1
7
1
6200
2454
4546
7000
9
7
20
293
178
9
6
1
8299
22086
24650
46736
9
1
06
292
179
18
5
2
10413
49086
24523
73609
9
1
01
291
180
4
8
1
7307
9816
13703
23519
9
1
06
292
181
10
8
1
10372
25359
27084
52443
9
6
20
291
182
4
7
2
7328
9816
9117
18933
9
1
62
292
183
4
8
2
7328
9816
16523
26339
9
1
03
292
184
10
9
1
10372
24540
20580
45120
9
7
03
291
185
5
9
1
8352
12270
14783
27053
9
7
06
292
186
4
9
1
8352
10908
9856
20764
8
7
06
292
187
2
9
1
6062
4908
4814
9722
9
7
06
291
188
3
6
1
7125
7362
10933
18295
9
4
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