Among the 3871 study subjects, the average length of hospital stay was 127.51 days (median 104.00, interquartile range 77.00-154.00), and the average age was 68.39 years (median 66.00, interquartile range 63.00-73.00). The type of medical insurance of patients was mainly paid by employee medical insurance, followed by new rural cooperative medical insurance payment. Over the three-year period, hospitalization expenses for patients covered by employee medical insurance payment increased annually. Patients were primarily hospitalized in specialized hospitals, and their subaverage hospitalization costs decreased year by year. Conversely, hospitalization expenses for patients hospitalized in comprehensive hospitals increased annually over the three-year period.
Over the three-year period, the average hospitalization expenses of patients who did not plan to be readmitted within 31 days after discharge decreased annually. The primary diagnosis for patient discharge was affective disorders (mood disorders) (ICD-10: F30-F39), and the hospitalization expenses for this disease increased annually over the three-year period, but the increase in 2020 was relatively small compared to the previous year. The second most common diagnosis was schizophrenia, schizotypal and delusional disorders (ICD-10: F20-F29), and the hospitalization expenses for these diseases decreased significantly between 2018 and 2019 but increased again the following year. The number of cases of mental and behavioral disorders caused by psychoactive substances was the smallest, but the average expenses per case increased almost twofold over the three-year period. The average hospitalization expenses per case were 33,656.07 yuan (median 27,789.79, interquartile range 19,208.48-38,424.27). Table 1 displays the basic information of the patients and the variations in hospitalization expenses.
Table 1 The basic information and changes in hospitalization costs of elderly patients with mental disorders from 2018 to 2020
Case situation
|
Category
|
Number of cases
|
Annual average hospitalization cost in 2018 (Yuan)
|
constituent ratio
|
Annual average hospitalization cost in 2019 (Yuan)
|
Constituent ratio
|
Annual average hospitalization cost in 2020 (Yuan)
|
Constituent
ratio
|
Age
|
60~69
|
2525
|
35743.72
|
39.13%
|
33798.21
|
32.40%
|
34322.56
|
32.47%
|
70~79
|
953
|
27849.41
|
30.49%
|
34249.47
|
32.83%
|
33249.67
|
31.46%
|
80~
|
393
|
27742.41
|
30.37%
|
36277.39
|
34.77%
|
38122.61
|
36.07%
|
Gender
|
Male
|
1759
|
35047.77
|
54.21%
|
36953.69
|
53.78%
|
35408.79
|
51.35%
|
Female
|
2112
|
29605.10
|
45.79%
|
31753.62
|
46.22%
|
33549.76
|
48.65%
|
Medical insurance type
|
Employee medical insurance
|
2050
|
26679.43
|
15.94%
|
29334.72
|
20.19%
|
31823.16
|
21.49%
|
Medical insurance for both urban and rural residents
|
1313
|
30350.79
|
18.14%
|
39222.00
|
26.99%
|
34092.91
|
23.02%
|
Settlement is divided into two times
|
452
|
72948.22
|
43.60%
|
38224.66
|
26.31%
|
57091.59
|
38.56%
|
At one's own expense
|
56
|
37351.64
|
22.32%
|
38512.97
|
26.51%
|
25064.83
|
16.93%
|
Hospital category
|
Specialized hospital
|
2851
|
30102.84
|
43.77%
|
36189.12
|
56.23%
|
41144.98
|
68.96%
|
General hospital
|
1020
|
38666.43
|
56.23%
|
28166.63
|
43.77%
|
18519.41
|
31.04%
|
Have a 31-day readmission is scheduled
|
Yes
|
173
|
18911.31
|
37.08%
|
13606.49
|
28.47%
|
11228.29
|
22.92%
|
No
|
3698
|
32088.25
|
62.92%
|
34190.05
|
71.53%
|
37769.32
|
77.08%
|
Disease
|
Affective mental disorders (mood disorders)
|
1624
|
24028.91
|
12.55%
|
29002.68
|
13.34%
|
29448.46
|
11.86%
|
Schizophrenia, schizotypal, and delusional disorders
|
1269
|
44791.63
|
23.40%
|
36113.34
|
16.62%
|
40461.98
|
16.29%
|
Organic (including symptomatic) mental disorders
|
628
|
33287.73
|
17.39%
|
38376.30
|
17.66%
|
31663.40
|
12.75%
|
Neurotic, stress-related and somatoform disorders
|
193
|
22825.93
|
11.93%
|
29835.77
|
13.73%
|
41036.79
|
16.53%
|
Mental retardation
|
80
|
35743.06
|
18.68%
|
41559.57
|
19.12%
|
45351.62
|
18.26%
|
Mental and behavioral disorders due to substance use
|
77
|
30714.38
|
16.05%
|
42445.99
|
19.53%
|
60369.29
|
24.31%
|
Medical insurance payment method
|
Pay by bed day
|
934
|
26142.4
|
42.83%
|
38767.76
|
54.15%
|
12523.62
|
23.94%
|
Else
|
2937
|
34902.13
|
57.17%
|
32832.02
|
45.85%
|
39787.03
|
76.06%
|
|
Total
|
3871
|
32088.25
|
100%
|
34147.93
|
100%
|
34379.41
|
100%
|
Based on the results of the single-factor analysis, there were significant differences in the average hospitalization expenses per case among elderly patients with different types of mental illnesses in specialized hospitals and comprehensive hospitals. Patients in most categories of specialized hospitals had higher hospitalization expenses. Table 2 presents the difference in average hospitalization costs per patient between specialized hospitals and general hospitals.
Table 2 Differences in average hospitalization costs per case among patients of different categories in specialized and general hospitals
Variables
|
Category
|
Specialized hospital
|
General hospital
|
F
|
P
|
Example number
|
Annual average hospitalization cost (Yuan)
|
Example number
|
Annual average hospitalization cost (Yuan)
|
Age
|
60~69
|
1784
|
37293.15
|
741
|
27701.03
|
40.985
|
0.000
|
70~79
|
742
|
33789.55
|
211
|
25410.15
|
80~
|
325
|
34384.57
|
68
|
23776.64
|
Gender
|
Male
|
1182
|
40774.97
|
577
|
25916.73
|
100.489
|
0.000
|
Female
|
1669
|
32703.29
|
443
|
28331.53
|
Medical insurance type
|
Employee medical insurance
|
1463
|
29624.57
|
587
|
29570.77
|
172.088
|
0.000
|
Medical insurance for both urban and rural residents
|
905
|
40495.43
|
408
|
21793.33
|
Settlement is divided into two times
|
452
|
48726.59
|
|
|
At one's own expense
|
31
|
24654.74
|
25
|
50797.31
|
Table 2(continued)
Variables
|
Category
|
Specialized hospital
|
General hospital
|
F
|
P
|
Example number
|
Annual average hospitalization cost (Yuan)
|
Example number
|
Annual average hospitalization cost (Yuan)
|
Have a 31-day readmission is scheduled
|
Yes
|
|
|
172
|
11154.22
|
203.421
|
0.000
|
No
|
2851
|
36051.48
|
848
|
30172.51
|
Disease
|
Affective mental disorders (mood disorders)
|
1452
|
28078.88
|
172
|
23681.91
|
76.543
|
0.000
|
Schizophrenia, schizotypal, and delusional disorders
|
634
|
49610.63
|
635
|
29783.44
|
Organic (including symptomatic) mental disorders
|
459
|
39912.46
|
169
|
21614.80
|
Neurotic, stress-related and somatoform disorders
|
177
|
35430.21
|
16
|
11933.28
|
Mental retardation
|
62
|
46577.65
|
18
|
21140.19
|
Mental and behavioral disorders due to substance use
|
67
|
46231.14
|
10
|
29468.86
|
Table 2(continued)
Variables
|
Category
|
Specialized hospital
|
General hospital
|
F
|
P
|
Example number
|
Annual average hospitalization cost (Yuan)
|
Example number
|
Annual average hospitalization cost (Yuan)
|
Medical insurance payment method
|
Pay by bed day
|
649
|
33293.56
|
285
|
11639.88
|
327.382
|
0.000
|
Else
|
2202
|
36862.08
|
735
|
32908.10
|
Results from the regression analyses
Based on the Spearman correlation test, age had a statistically significant impact on the hospitalization expenses of elderly patients with affective disorders, organic mental disorders, neurotic disorders, stress-related disorders, and somatoform disorders. Hospitalization days also had a statistically significant impact on the hospitalization expenses of elderly patients with all six types of mental illnesses. Additionally, the number of physical illnesses had a statistically significant impact on the hospitalization expenses of elderly patients with affective disorders, neurotic disorders, stress-related disorders, and somatoform disorders.
Based on the Mann-Whitney U test or t-test, gender only had a statistically significant impact on the hospitalization expenses of elderly patients with affective disorders (mood disorders) among the six types of mental illnesses. The hospital type had a statistically significant impact on the hospitalization expenses of elderly patients with all six types of mental illnesses. Additionally, whether there was a plan to be readmitted within 31 days had a statistically significant impact on the hospitalization expenses of elderly patients with five types of mental illnesses, except for mental and behavioral disorders caused by psychoactive substances. Moreover, the medical insurance payment method had a statistically significant impact on the hospitalization expenses of elderly patients with five types of mental illnesses, except for affective disorders (mood disorders).
Based on the Kruskal-Wallis H test, the medical insurance type had a statistically significant impact on the hospitalization expenses of elderly patients with five types of mental illnesses, except for mental and behavioral disorders caused by psychoactive substances.
Stepwise multiple linear regression was employed to analyze the factors influencing hospitalization expenses for each of the six types of mental illnesses. The natural logarithm of hospitalization expenses was used as the dependent variable, and factors that had a significant impact on hospitalization expenses in the single-factor analysis were included in the multiple linear regression model as explanatory variables. The table 3 displays the variable assignments.
Table 3 Explanations of the impact factors on hospitalization costs for elderly patients with mental disorders
Variables
|
Dimension
|
Code
|
Hospital day
|
Actual value (day)
|
X1
|
Age
|
Actual value (year)
|
X2
|
Number of somatic diseases
|
Actual value (individual)
|
X3
|
Gender
|
0= male, 1= female
|
X4
|
Medical insurance type
|
0= other types of medical insurance
1= employee medical insurance
|
X5
|
Hospital type
|
0= specialized hospital
1= a general hospital
|
X6
|
Have a 31-day readmission is scheduled
|
0= Yes, 1= No
|
X7
|
Medical insurance payment method
|
0= pay per bed day, 1= other
|
X8
|
After verification, the standardized residuals for all six regressions were found to conform to a normal distribution. The results of the regression models confirmed significant influencing factors, with an adjusted r2=0.734 for affective disorders (mood disorders); an adjusted r2=0.886 for schizophrenia, schizotypal, and delusional disorders; an adjusted r2=0.834 for organic (including symptomatic) mental disorders; an adjusted r2=0.855 for neurotic, stress-related, and somatoform disorders; an adjusted r2=0.909 for intellectual disability; and an adjusted r2=0.823 for mental and behavioral disorders due to psychoactive substance use, as shown in Table 4.
Based on the results of the regression analysis, the length of hospital stay was found to be a significant factor affecting all six types of mental illnesses and had the most significant impact on the hospitalization costs of elderly patients with different mental illnesses. Moreover, the hospital category also had a significant impact on the hospitalization costs of elderly patients with all six types of mental illnesses. Additionally, the payment method of medical insurance had a significant impact on the hospitalization costs of elderly patients with five types of mental illnesses, except for affective disorders. When compared to other types of medical insurance, employee medical insurance had a more significant impact on the hospitalization costs of elderly patients with two types of mental illnesses. Additionally, age only had a significant impact on the hospitalization costs of elderly patients with organic (including symptomatic) mental disorders. The presence of a 31-day readmission plan had a significant impact on the hospitalization costs of elderly patients with four types of mental illnesses, excluding neurotic, stress-related, somatoform disorders, and mental and behavioral disorders caused by the use of psychoactive substances. Moreover, the number of physical illnesses had a significant impact on the hospitalization costs of elderly patients with neurotic, stress-related, and somatoform disorders. The gradually multiple regression analysis of hospitalization costs for each type of disease is presented in Table 4.
Table 4 Stepwise multiple regression analysis of hospitalization costs for patients with various diseases
Disease category
|
Variables
|
Non-standardized coefficients
|
Standardized regression coefficient(β)
|
t
|
P
|
B
|
Std. Error
|
Affective mental disorders (mood disorders)
|
Constant
|
3.865
|
0.025
|
|
153.788
|
0.000
|
Hospital day
|
0.003
|
0.000
|
0.846
|
63.673
|
0.000
|
Have a 31-day readmission is scheduled
|
0.181
|
0.025
|
0.099
|
7.172
|
0.000
|
Hospital category
|
-0.056
|
0.009
|
-0.087
|
-6.448
|
0.000
|
Employee medical insurance
|
0.019
|
0.006
|
-0.042
|
3.161
|
0.002
|
Schizophrenia, schizotypal, and delusional disorders
|
Constant
|
3.845
|
0.024
|
|
162.744
|
0.000
|
Hospital day
|
0.002
|
0.000
|
0.723
|
70.413
|
0.000
|
Medical insurance payment method
|
0.156
|
0.007
|
0.249
|
21.537
|
0.000
|
Hospital category
|
-0.110
|
0.006
|
-0.210
|
-17.394
|
0.000
|
Have a 31-day readmission is scheduled
|
0.129
|
0.013
|
0.118
|
10.216
|
0.000
|
Organic (including symptomatic) mental disorders
|
Constant
|
4.144
|
0.051
|
|
80.622
|
0.000
|
Hospital day
|
0.003
|
0.000
|
0.762
|
44.768
|
0.000
|
Medical insurance payment method
|
0.093
|
0.010
|
0.165
|
9.310
|
0.000
|
Hospital category
|
-0.108
|
0.012
|
-0.174
|
-8.935
|
0.000
|
Table 4(continued)
Disease category
|
Variables
|
Non-standardized coefficients
|
Standardized regression coefficient(β)
|
t
|
P
|
B
|
Std. Error
|
|
Have a 31-day readmission is scheduled
|
0.113
|
0.020
|
0.117
|
5.671
|
0.000
|
Age
|
-0.002
|
0.001
|
-0.070
|
-4.180
|
0.000
|
Neurotic, stress-related and somatoform disorders
|
Constant
|
3.932
|
0.022
|
|
179.381
|
0.000
|
Hospital day
|
0.003
|
0.000
|
0.723
|
24.536
|
0.000
|
Medical insurance payment method
|
0.176
|
0.027
|
0.289
|
6.496
|
0.000
|
Hospital category
|
-0.163
|
0.031
|
-0.165
|
-5.323
|
0.000
|
Number of somatic diseases
|
0.019
|
0.004
|
0.137
|
4.763
|
0.000
|
Employee medical insurance
|
0.051
|
0.023
|
0.093
|
2.246
|
0.026
|
Mental retardation
|
Constant
|
3.879
|
0.101
|
|
38.580
|
0.000
|
Hospital day
|
0.002
|
0.000
|
0.730
|
17.775
|
0.000
|
Medical insurance payment method
|
0.093
|
0.027
|
0.140
|
3.478
|
0.001
|
Hospital category
|
-0.132
|
0.042
|
-0.178
|
-3.133
|
0.002
|
Have a 31-day readmission is scheduled
|
0.113
|
0.052
|
0.130
|
2.179
|
0.032
|
Mental and behavioral disorders due to substance use
|
Constant
|
4.018
|
0.037
|
|
107.348
|
0.000
|
Hospital day
|
0.003
|
0.000
|
0.823
|
16.929
|
0.000
|
Medical insurance payment method
|
0.190
|
0.033
|
0.281
|
5.817
|
0.000
|
Hospital category
|
-0.127
|
0.041
|
-0.152
|
-3.124
|
0.003
|