Figure 1Flow chart for selection of study participants.
Table 1Baseline Characteristics according to Service or Non-service (N=5,041)
Characteristics |
Categories |
Non-service |
Service |
x2 or t (p) |
n (%) or M±SD |
n (%) or M±SD |
Gender |
Male |
1,724 (39.4) |
190 (28.5) |
29.04 (<.001) |
Female |
2,651 (60.6) |
476 (71.5) |
Age (year) |
65~69 |
1,132 (25.9) |
133 (20.0) |
13.36 (.010) |
70~74 |
879 (20.1) |
139 (20.9) |
75~79 |
894 (20.4) |
136 (20.4) |
80~84 |
781 (17.9) |
144 (21.6) |
≥85 |
689 (15.7) |
114 (17.1) |
|
74.31±9.22 |
75.31±8.93 |
-2.52 (.145) |
Economic sates |
Medicaid |
2,182 (49.9) |
344 (51.7) |
10.87 (.368) |
1~2 |
206 (4.7) |
45 (6.8) |
3~4 |
173 (4.0) |
26 (3.9) |
5~6 |
251 (5.7) |
25 (3.8) |
7~8 |
421 (9.6) |
67 (10.1) |
9~10 |
1,142 (26.1) |
159 (23.9) |
Care-giver |
Alone |
429 (9.8) |
73 (11.0) |
7.29 (.063) |
Couple |
1,486 (34.0) |
220 (33.0) |
Son or daughter |
1,352 (30.9) |
231 (34.7) |
Ect |
1,108 (25.3) |
142 (21.3) |
Dementia |
No |
3,447 (78.8) |
494 (74.2) |
6.42 (.007) |
Yes |
928 (21.2) |
172 (25.8) |
Stroke |
No |
2,723 (62.2) |
383 (57.5) |
4.50 (.019) |
Yes |
1,652 (37.8) |
283 (42.5) |
Hypertension |
No |
1,973 (45.1) |
271 (40.7) |
3.37 (.036) |
Yes |
2,402 (54.9) |
395 (59.3) |
Diabetes mellitus |
No |
2,980 (68.1) |
487 (73.1) |
7.82 (.003) |
Yes |
1,395 (31.9) |
179 (26.9) |
Arthritis |
No |
3,026 (69.2) |
395 (59.3) |
23.89 (<.001) |
Yes |
1,349 (30.8) |
271 (40.7) |
Cancer |
No |
3,868 (88.4) |
643 (96.5) |
41.69 (<.001) |
Yes |
507 (11.6) |
23 (3.5) |
Disease number |
|
1.94±1.11 |
2.02±1.03 |
-1.81 (.071) |
Table 2Baseline Health Status according to Service or Non-service (N=5,041)
Variables |
Categories |
Non-service |
Service |
x2 or t (p) |
n (%) or M±SD |
n (%) or M±SD |
Care need |
Tracheostomy |
No |
4,260 (97.4) |
658 (98.8) |
4.95 (.013) |
Yes |
115 (2.6) |
8 (1.2) |
Suction |
No |
4,227 (96.6) |
646 (97.0) |
0.26 (.356) |
Yes |
148 (3.4) |
20 (3.0) |
O2 therapy |
No |
4,203 (96.1) |
635 (95.3) |
0.78 (.215) |
Yes |
172 (3.9) |
13 (2.0) |
Wound care |
No |
2,274 (52.0) |
384 (57.7) |
7.48 (.003) |
Yes |
2,101 (48.0) |
282 (42.3) |
Tube feeding |
No |
4,113 (94.0) |
610 (91.6) |
5.73 (.013) |
Yes |
262 (6.0) |
56 (8.4) |
Pain (cancer) |
No |
4,034 (92.2) |
618 (92.8) |
0.28 (.597) |
Yes |
341 (7.8) |
48 (7.2) |
Foley care |
No |
3,456 (79.0) |
468 (70.3) |
25.50 (<.001) |
Yes |
919 (21.0) |
198 (29.7) |
Colostomy care |
No |
4,142 (94.7) |
639 (95.9) |
1.91 (.167) |
Yes |
233 (5.3) |
27 (4.1) |
Hemodialysis care |
No |
3,732 (85.3) |
583 (87.5) |
2.34 (.126) |
Yes |
643 (14.7) |
83 (12.5) |
Diabetic foot care |
No |
4,174 (95.4) |
648 (97.3) |
4.98 (.026) |
Yes |
201 (4.6) |
18 (2.7) |
Number |
|
1.17±0.55 |
1.16±0.44 |
-1.81 (.071) |
Activities of daily living |
26.77±6.30 |
25.20±6.10 |
2.75 (.097) |
Cognitive function |
4.57±2.47 |
4.84±2.41 |
2.32 (.128) |
Rehabilitation function |
15.12±3.88 |
14.37±3.43 |
15.03 (<.001) |
Table 3Medical Cost according to Service or Non-service
Variables |
Year |
Non-service |
Service |
t (p) |
Mean |
SD |
Mean |
SD |
Total medical cost (won) |
2009 |
9,737,171 |
11,842,018 |
5,766,340 |
7,843,330 |
8.38 (<.001) |
2010 |
10,401,643 |
12,340,262 |
5,001,793 |
6,317,000 |
11.07 (<.001) |
2011 |
9,728,544 |
11,986,919 |
4,175,214 |
5,913,082 |
21.74 (<.001) |
2009~2011 |
8,628 |
9,472,588 |
1,591,126 |
8,421,830 |
-4.07 (<.001) |
Total inpatient day (day) |
2009 |
35.76 |
74.82 |
29.13 |
67.72 |
2.16 (.031) |
2010 |
42.32 |
94.58 |
20.38 |
46.88 |
5.88 (<.001) |
2011 |
39.84 |
94.59 |
16.74 |
56.71 |
6.14 (<.001) |
2009~2011 |
-4.07 |
87.40 |
12.38 |
82.51 |
-4.56 (<.001) |
Total outpatient day (day) |
2009 |
55.67 |
58.72 |
43.76 |
44.24 |
5.02 (<.001) |
2010 |
53.96 |
60.37 |
41.27 |
44.10 |
5.21 (<.001) |
2011 |
50.91 |
60.19 |
35.32 |
38.95 |
6.48 (<.001) |
2009~2011 |
4.76 |
42.03 |
8.45 |
36.80 |
-2.14 (<.001) |
Table 4Multiple Regression to Predict Change of Medical Cost by 2009~2011
Variables |
Change of total medical cost |
Bu (won) |
SE (won) |
βs |
t |
(Constant) |
2,896,003 |
1,544,822 |
|
1.88 |
Service (ref=non-service) |
1,970,407 |
395,621 |
0.07 |
4.98**
|
Gender (ref=male) |
-268,498 |
291,546 |
-0.01 |
-0.92 |
Age |
-22,867 |
16,815 |
-0.02 |
-1.36 |
Economic state |
-43,959 |
31,154 |
-0.02 |
-1.41 |
Care-giver (ref=no) |
-153,260 |
143,389 |
-0.02 |
-1.07 |
Dementia (ref=no) |
-638,187 |
343,497 |
-0.03 |
-1.86 |
Stroke (ref=no) |
540,544 |
298,193 |
0.03 |
1.81 |
Hypertension (ref=no) |
-48,746 |
281,173 |
-0.01 |
-0.17 |
Diabetes mellitus (ref=no) |
-278,024 |
309,695 |
-0.01 |
-0.90 |
Arthritis (ref=no) |
-377,027 |
303,485 |
-0.02 |
-1.24 |
Cancer (ref=no) |
388,977 |
578,379 |
0.01 |
0.67 |
Tracheostomy (ref=no) |
1,572,544 |
1,096,228 |
0.03 |
1.44 |
Suction (ref=no) |
3,000,985 |
1,009,112 |
0.06 |
2.97*
|
O2 therapy (ref=no) |
238,336 |
717,925 |
0.01 |
0.33 |
Wound care (ref=no) |
-730,503 |
399,822 |
-0.04 |
-1.83 |
Tube feeding (ref=no) |
-2,098,748 |
645,792 |
-0.06 |
-3.25*
|
Pain (ref=no) |
496,103 |
675,284 |
0.01 |
0.74 |
Foley care (ref=no) |
-1,145,415 |
411,036 |
-0.05 |
-2.79*
|
Colostomy care (ref=no) |
1,137,829 |
671,662 |
0.03 |
1.70*
|
Hemodialysis care (ref=no) |
-2,892,582 |
506,928 |
-0.11 |
-5.71**
|
Diabetic foot care (ref=no) |
1,692,246 |
673,406 |
0.04 |
2.51*
|
ADL baseline score |
88,064 |
28,812 |
0.06 |
3.06*
|
Cognitive function baseline score |
-203,983 |
61,496 |
-0.06 |
-3.32*
|
Rehabilitation function baseline score |
-44,968 |
43,951 |
-0.02 |
-1.02 |
|
R2=.29, Adjusted R2=.29, F=101.87, p<.001 |
Table 5Multiple Regression to Predict Change of Inpatient and Outpatient Day by 2009~2011
Variables |
Change of total inpatient day |
Change of total outpatient day |
Bu (day) |
SE (day) |
βs |
t |
Bu (day) |
SE (day) |
βs |
t |
(Constant) |
61.93 |
14.49 |
|
4.28**
|
0.44 |
6.82 |
|
0.06 |
Service (ref=non-service) |
19.44 |
3.71 |
0.08 |
5.24**
|
3.12 |
1.75 |
0.03 |
1.79 |
Gender (ref=male) |
-4.33 |
2.73 |
-0.02 |
-1.58 |
-0.56 |
1.29 |
-0.01 |
-0.44 |
Age |
-0.47 |
0.16 |
-0.05 |
-2.98*
|
0.09 |
0.07 |
0.02 |
1.26 |
Economic state |
-0.32 |
0.29 |
-0.02 |
-1.1 |
-0.03 |
0.14 |
0.00 |
-0.20 |
Care-giver (ref=no) |
-2.75 |
1.35 |
-0.03 |
-2.04*
|
0.38 |
0.63 |
0.01 |
0.6 |
Dementia (ref=no) |
-9.97 |
3.22 |
-0.05 |
-3.10* |
0.35 |
1.52 |
0.00 |
0.23 |
Stroke (ref=no) |
4.53 |
2.80 |
0.03 |
1.62 |
0.39 |
1.32 |
0.01 |
0.30 |
Hypertension (ref=no) |
-0.46 |
2.64 |
0.00 |
-0.18 |
-0.25 |
1.24 |
0.00 |
-0.20 |
Diabetes mellitus (ref=no) |
0.12 |
2.90 |
0.00 |
0.04 |
2.61 |
1.37 |
0.03 |
1.91 |
Arthritis (ref=no) |
-0.38 |
2.85 |
0.00 |
-0.13 |
1.21 |
1.34 |
0.01 |
0.91 |
Cancer (ref=no) |
-5.30 |
5.42 |
-0.02 |
-0.98 |
-2.76 |
2.55 |
-0.02 |
-1.08 |
Tracheostomy (ref=no) |
-0.55 |
10.28 |
0.00 |
-0.05 |
-0.89 |
4.84 |
0.00 |
-0.18 |
Suction (ref=no) |
19.32 |
9.46 |
0.04 |
2.04*
|
2.65 |
4.45 |
0.01 |
0.60 |
O2 therapy (ref=no) |
2.29 |
6.73 |
0.01 |
0.34 |
-2.34 |
3.17 |
-0.01 |
-0.74 |
Wound care (ref=no) |
-11.95 |
3.75 |
-0.07 |
-3.19*
|
1.17 |
1.77 |
0.01 |
0.66 |
Tube feeding (ref=no) |
-35.00 |
6.06 |
-0.10 |
-5.78**
|
-2.01 |
2.85 |
-0.01 |
-0.77 |
Pain (ref=no) |
-0.88 |
6.33 |
0.00 |
-0.14 |
1.41 |
2.98 |
0.01 |
0.47 |
Foley care (ref=no) |
-17.76 |
3.85 |
-0.09 |
-4.61**
|
-1.18 |
1.81 |
-0.01 |
-0.65 |
Colostomy care (ref=no) |
0.49 |
6.30 |
0.00 |
0.08 |
-4.26 |
2.96 |
-0.02 |
-1.44 |
Hemodialysis care (ref=no) |
-6.21 |
4.75 |
-0.03 |
-1.31 |
-24.28 |
2.24 |
-0.21 |
-10.85**
|
Diabetic foot care (ref=no) |
8.63 |
6.32 |
0.02 |
1.37 |
-1.21 |
2.97 |
-0.01 |
-0.41 |
ADL baseline score |
0.31 |
0.27 |
0.02 |
1.15 |
0.24 |
0.13 |
0.04 |
1.92 |
Cognitive function baseline score |
-1.50 |
0.58 |
-0.04 |
-2.60*
|
-0.17 |
0.27 |
-0.01 |
-0.63 |
Rehabilitation function baseline score |
-0.29 |
0.41 |
-0.01 |
-0.69 |
-0.37 |
0.19 |
-0.03 |
-1.90 |
|
R2=.39, Adjusted R2=.38, F=122.65, p<.001 R2=.05, Adjusted R2=.04, F=10.08, p<.001 |