Patient characteristics
From January 2021 to October 2021, there were 778 patients in the early stage of PDCA. There were 924 patients in PDCA group from November 2021 to October 2022. The PDCA cycle takes 3 months as a stage, and there are 4 stages in total. There were no significant differences in demographic and clinical characteristics (such as sex, age, length of stay, diagnosis of admission, age-adjusted Charlson comorbidity index, and length of operation) before and after the PDCA cycle(Table1).
Practice and effects of adopting the PDCA cycle
Standards and objectives.
According to the reference criteria, we summarized the main criteria and secondary criteria of SUP, and based on this, we developed a prevention program in line with the actual situation of our hospital (Figure 4). In 778 patients with pre-PDCA, the incidence of irrational SUP was 79.31%. Inappropriate duration of medication (67.91%, 419/778) and no indication (11.44%, 89/778) were the most common reasons. The statistical results are shown in Table 2 and Figure 2. According to the calculation, the target value of this study is 70% SUP reasonable rate.
Evaluation of clinical effects.
The study involved 4 stages, with a total duration of 1 year. The irrational rate in the first two stages (58.16% and 63.01%) was significantly reduced (P < 0.05), but there was still a big gap from our target value, so we increased the clinical education, and adhere to the daily medical advice review and timely feedback, the total irrational rate was finally reduced to 23.41% (P < 0.05). Table 2 shows the improvement of unreasonable causes at each stage. Inappropriate drug use duration (67.91% to 23.41%, P < 0.01), unindicated drug use (11.44% to 0, P < 0.01), inappropriate drug selection (7.84% to 0, P < 0.01) and inappropriate drug use (6.17% to 0, P < 0.01) were significantly improved (P < 0.05).
Table 1. General characteristics of patients before and after establishment of PDCA cycle.
Characteristics
|
Pre-PDCA
(n=778)
|
Post-PDCA
|
|
|
|
P
|
PhaseⅠ
(n=196)
|
PhaseⅡ
(n=292)
|
PhaseⅢ
(n=231)
|
PhaseⅣ
(n=205)
|
Male,n(%)
|
360(46.27)
|
91(46.43)
|
125(42.81)
|
109(47.19)
|
86(41.95)
|
0.67
|
Age(years),IQR
|
65(57,71)
|
64(56,69)
|
64(56,71)
|
64(57,71)
|
66(59,70.5)
|
0.74
|
Length of stay(days),IQR
|
13(10,16)
|
13(10,16)
|
13(10,15)
|
12(9,15)
|
13(9,16)
|
0.09
|
Diagnosis of admission
|
|
|
|
|
|
0.87
|
lumbar spondylopathy
|
534(68.64)
|
130(66.33)
|
203(69.52)
|
148(64.07)
|
135(65.85)
|
|
cervical spondylosis
|
207(26.61)
|
56(28.57)
|
72(24.66)
|
71(30.74)
|
57(27.80)
|
|
others
|
37(4.75)
|
10(5.10)
|
17(5.82)
|
12(5.19)
|
13(6.34)
|
|
ACCI(scores),IQR
|
2(1,3)
|
2(1,3)
|
2(1,3)
|
2(1,3)
|
2(2,3)
|
0.83
|
Length of operation(min),IQR
|
180(136.75,225)
|
172(136.25,231.5)
|
180(130,229)
|
180(128,227)
|
180(126.5,242)
|
0.95
|
Before PDCA:Jan-Oct,2021; PhaseⅠ:Nov,2021-Jan,2022; PhaseⅡ:Feb-Apr,2022; PhaseⅢ:May-Jul,2022; PhaseⅣ:Aug-Oct,2022.
PDCA,Plan-Do-Check-Act;ACCI: Age-adjusted Charlson Comorbidity Index.
Table 2.Reasons for irrational SUP before and after establishment of the PDCA cycle.
|
Pre-PDCA n (%)
(n=778)
|
Post-PDCA n (%)
|
|
|
|
P-value
|
PhaseⅠ
(n=196)
|
PhaseⅡ
(n=292)
|
PhaseⅢ
(n=231)
|
PhaseⅣ
(n=205)
|
P1
|
P2
|
P3
|
P4
|
Inappropriate duration
|
419(67.91)
|
104(53.06)
|
180(61.64)
|
96(41.56)
|
48(23.41)
|
0.87
|
0.02
|
<0.01
|
<0.01
|
No indication
|
89(11.44)
|
9(4.59)
|
2(0.68)
|
1(0.43)
|
0(0)
|
0.01
|
0.01
|
<0.01
|
<0.01
|
Inappropriate drug
|
61(7.84)
|
1(0.51)
|
1(0.34)
|
0(0)
|
0(0)
|
0.01
|
0.01
|
<0.01
|
<0.01
|
Inappropriate dosing frequency
|
48(6.17)
|
0(0)
|
1(0.34)
|
0(0)
|
0(0)
|
0.01
|
0.01
|
<0.01
|
<0.01
|
Total irrational rate
|
617(79.31)
|
114(58.16)
|
184(63.01)
|
97(41.99)
|
48(23.41)
|
<0.01
|
<0.01
|
<0.01
|
<0.01
|
Before PDCA:Jan-Oct,2021; PhaseⅠ:Nov,2021-Jan,2022; PhaseⅡ:Feb-Apr,2022; PhaseⅢ:May-Jul,2022; PhaseⅣ:Aug-Oct,2022. PDCA, Plan-Do-Check-Act.
Economic benefit and I-PPI consumption analysis.
As shown in Table 3, PDCA significantly reduced the average SUP duration and average SUP cost. The average duration of SUP before PDCA was 3.9 days, and the average duration of SUP at stage 1 and stage 4 after PDCA was 3.32 days and 2.68 days (P < 0.05), which were significantly decreased. The average cost of acid-suppressive drugs for SUP before PDCA was 166.58 yuan, and that for inappropriate SUP was 70.40 yuan. The average cost of acid-suppressive drugs for SUP at the first and fourth stages after PDCA was 154.18 yuan and 126.48 yuan (P < 0.05). The cost of inappropriate SUP acid suppressant was 54.28 yuan and 25.53 yuan (P < 0.05), both of which were significantly reduced. Overall, proper SUP greatly reduces health care costs and reduces potential adverse effects.
Table 3.Cost and consumption of SUP before and after establishment of PDCA cycle.
|
Before PDCA
|
After PDCA
|
|
P-value
|
PhaseⅠ
|
PhaseⅣ
|
P1
|
P2
|
Total rational rate of SUP(%)
|
20.69
|
46.94
|
76.59
|
<0.01
|
<0.01
|
Duration of SUP(days),mean±SD
|
3.90±2.29
|
3.32±1.99
|
2.68±1.97
|
<0.01
|
<0.01
|
Cost of SUP per patient(CNY),mean±SD
|
166.58±116.25
|
154.18±90.75
|
126.48±104.16
|
0.93
|
<0.01
|
Cost of inappropriate SUP per patient(CNY),mean±SD
|
70.40±84.47
|
54.28±70.90
|
25.53±68.66
|
0.01
|
<0.01
|
Before PDCA:Jan-Oct,2021; PhaseⅠ:Nov,2021-Jan,2022; PhaseⅣ:Aug-Oct,2022.
PDCA,Plan-Do-Check-Act; CNY, China Yuan.
Continuous medical quality improvement.
After the PDCA cycle, the effective intervention rate of inappropriate SUP was significantly increased, and the irrational use was basically reduced every 3 months (Figure 4). In the fourth stage of PDCA, SUP reasonable rate was 76.59%, which reached the target value of the study. Compared with before the establishment of PDCA, higher reasonable SUP was achieved after the establishment of PDCA (20.69% to 76.59%, P < 0.05). The target compliance rate is 109.41%.