| Literature DB >> 30129383 |
Shanshan Liu1, Jiaoling Huang2, Yanting Li1,2, Jincheng Fan3, Hong Liang1,2, Jiquan Lou1, Yuan Jing1, Yimin Zhang1.
Abstract
The public hospital reform has lasted 5 years in China; however, the operation development status and trends of public hospitals have not been systematically evaluated in Pudong New District. We first applied the technology of longitudinal index to assess the development of public hospitals there. The quantitative data were mainly gathered by taking health statistics database from 2009 to 2014. The results showed that overall operating index presented a down-up trend, with the highest point in 2014 and the lowest point in 2012. Overall operating index, development foundation index, and management condition index were found to be statistically different ( P = .010, P = .016, P = .031) in different years, whereas the service operation index and financial risk index were not so ( P = .543, P = .228). Moreover, the results demonstrated that no obvious difference was observed in the overall operating index between the general and specialized hospitals ( P = .327), which was the same in the 4 first-class indexes. However, there were statistical differences in the overall operating index and development foundation index among these 5 years ( P = .018, P = .036), but none in the service operation index, management condition index, and financial risk index ( P = .503, P = .062, P = .177). No interaction effects were discovered between year and hospital categories in the current study ( P = .673, P = .375, P = .885, P = .152, P = .288).Entities:
Keywords: evaluation; hospitals; index; longitudinal study; operation; public
Mesh:
Year: 2018 PMID: 30129383 PMCID: PMC6104210 DOI: 10.1177/0046958018790594
Source DB: PubMed Journal: Inquiry ISSN: 0046-9580 Impact factor: 1.730
Factor Analysis of Public Hospitals on Operation Evaluating Indicators in Pudong.
| Category | Common factors | Characteristic root | Variance contribution ratio (%) | Cumulative variance contribution rate (%) | KMO test statistics | |
|---|---|---|---|---|---|---|
| Resource level | 1 |
| 32.18 | 32.18 | ||
| 2 |
| 18.00 | 50.18 | |||
| 3 |
| 15.98 | 66.17 | |||
| 4 | 0.99 | 12.35 | 78.52 | 0.477 | <.001 | |
| 5 | 0.87 | 10.83 | 89.35 | |||
| 6 | 0.48 | 5.96 | 95.31 | |||
| 7 | 0.20 | 2.56 | 97.87 | |||
| 8 | 0.17 | 2.13 | 100.00 | |||
| Continuing education training | 1 |
| 41.22 | 41.22 | ||
| 2 |
| 35.73 | 76.95 | 0.441 | .484 | |
| 3 | 0.69 | 23.05 | 100.00 | |||
| Medical efficiency | 1 |
| 53.92 | 53.92 | ||
| 2 | 0.96 | 31.91 | 85.83 | 0.473 | <.001 | |
| 3 | 0.43 | 14.17 | 100.00 | |||
| Medical quality | 1 |
| 44.56 | 44.56 | ||
| 2 |
| 18.28 | 62.83 | |||
| 3 | 0.93 | 15.53 | 78.36 | 0.705 | <.001 | |
| 4 | 0.82 | 13.59 | 91.95 | |||
| 5 | 0.32 | 5.39 | 97.33 | |||
| 6 | 0.16 | 2.67 | 100.00 | |||
| Profitability | 1 |
| 41.33 | 41.33 | ||
| 2 |
| 25.20 | 66.53 | |||
| 3 | 0.96 | 19.15 | 85.68 | 0.497 | <.001 | |
| 4 | 0.71 | 14.22 | 99.90 | |||
| 5 | 0.01 | 0.10 | 100.00 | |||
| Cost control | 1 |
| 39.52 | 39.52 | ||
| 2 |
| 22.66 | 62.19 | |||
| 3 | 0.99 | 16.56 | 78.75 | 0.455 | <.001 | |
| 4 | 0.71 | 11.89 | 90.63 | |||
| 5 | 0.44 | 7.25 | 97.88 | |||
| 6 | 0.13 | 2.12 | 100.00 | |||
| Financial risk | 1 |
| 47.20 | 47.20 | ||
| 2 |
| 23.48 | 70.68 | |||
| 3 | 0.86 | 17.21 | 87.89 | 0.592 | <.05 | |
| 4 | 0.41 | 8.18 | 96.07 | |||
| 5 | 0.20 | 3.93 | 100.00 |
Note. KMO = Kaiser-Meyer-Olkin. The bold-faced values shows that the characteristic roots value were greater than 1.
Determination of the Initial Weights of the Operating Index of Public Hospitals in Pudong, Shanghai.
| Item | Extracted common factors | Calculation of the initial weight | |||||
|---|---|---|---|---|---|---|---|
| Common factor 1 | Common factor 2 | Common factor 3 | Weighted mean | Positive conversion value | Initial weight | ||
| Resource level index | Variance contribution rate (%) | 32.18 | 18.00 | 15.98 | |||
| Percentage of the master degree or above in doctors (%) | 0.75 | −0.31 | 0.30 | 23.18 | 44.42 | 0.1560 | |
| Percentage of senior title in doctors (%) | 0.90 | 0.04 | 0.05 | 30.37 | 51.61 | 0.1812 | |
| Percentage of college or above degree in nurses (%) | −0.10 | 0.67 | 0.61 | 18.57 | 39.81 | 0.1398 | |
| Percentage of intermediate title and above in nurses (%) | 0.14 | 0.78 | −0.25 | 14.56 | 35.80 | 0.1257 | |
| Ratio of health technical personnel in working staffs (%) | 0.51 | 0.49 | −0.18 | 22.46 | 43.70 | 0.1534 | |
| Fixed assets per capita (10 000 yuan/person) | 0.34 | −0.22 | −0.09 | 5.57 | 26.81 | 0.0942 | |
| Ratio of doctors and nurses | 0.32 | −0.07 | 0.77 | 21.38 | 42.62 | 0.1497 | |
| Ratio of bed and nurse | −0.84 | −0.01 | 0.36 | −21.24 | 0.00 | 0.0000 | |
| Total | 114.87 | 284.79 | 1.0000 | ||||
| Continuing education training index | Variance contribution rate (%) | 41.22 | 35.73 | ||||
| On-the-job training per capita (time/person) | −0.08 | 0.93 | 29.82 | 29.82 | 0.3030 | ||
| Percentage of the staff for further education (%) | 0.77 | 0.38 | 44.97 | 44.97 | 0.4570 | ||
| Percentage of science and education cost in total expenditure (%) | 0.80 | −0.26 | 23.63 | 23.63 | 0.2401 | ||
| Total | 98.42 | 98.42 | 1.0000 | ||||
| Medical efficiency index | Variance contribution rate (%) | 53.92 | |||||
| Workload per capita (person-time/person) | 0.55 | 29.44 | 29.44 | 0.4105 | |||
| Bed utilization rate (%) | 0.31 | 16.66 | 16.66 | 0.2323 | |||
| Average hospital stay for discharged patients (day) | 0.48 | 25.61 | 25.61 | 0.3571 | |||
| Total | 71.71 | 71.71 | 1.0000 | ||||
| Medical quality index | Variance contribution rate (%) | 44.56 | 18.28 | ||||
| Treatment and improvement ratio (%) | −0.37 | 0.62 | −5.21 | 9.15 | 0.0434 | ||
| Incidence of operation complication (%) | 0.17 | 0.82 | 22.62 | 36.97 | 0.1756 | ||
| The successful rescue rate of critically ill in-patients (%) | −0.34 | 0.05 | −14.35 | 0.00 | 0.0000 | ||
| The coincidence rate of outpatient and discharge diagnoses (%) | 0.87 | −0.10 | 36.78 | 51.13 | 0.2429 | ||
| The coincidence rate of admission and discharge diagnoses (%) | 0.92 | 0.06 | 42.21 | 56.56 | 0.2687 | ||
| The coincidence rate before and after the operation (%) | 0.89 | 0.15 | 42.37 | 56.72 | 0.2694 | ||
| Total | 124.41 | 210.53 | 1.0000 | ||||
| Profitability index | Variance contribution rate (%) | 41.33 | 25.20 | ||||
| Medical income by every 10 000 yuan fixed assets (yuan/10 000 yuan) | 0.32 | 0.71 | 30.81 | 30.81 | 0.2215 | ||
| Average business income per worker (10 000 yuan/person) | −0.06 | 0.78 | 17.28 | 17.28 | 0.1242 | ||
| Rate of business income and expense balances (%) | 0.98 | −0.12 | 37.63 | 37.63 | 0.2705 | ||
| Percentage of business income accounted for total expenditure (%) | 0.99 | −0.12 | 37.74 | 37.74 | 0.2713 | ||
| Percentage of drug income accounted for business income (%) | 0.17 | 0.35 | 15.64 | 15.64 | 0.1124 | ||
| Total | 139.09 | 139.09 | 1.0000 | ||||
| Cost control index | Variance contribution rate (%) | 39.52 | 22.66 | ||||
| Medical cost rate (%) | 0.65 | −0.58 | 12.60 | 43.17 | 0.1679 | ||
| Management cost rate (%) | −0.43 | 0.70 | −1.00 | 29.58 | 0.1150 | ||
| Health material cost by 10 000 yuan medical income (yuan/10 000 yuan) | 0.80 | 0.31 | 38.75 | 69.33 | 0.2696 | ||
| Medical expenses by every emergency case and outpatient (yuan/person-time) | 0.04 | 0.54 | 13.73 | 44.31 | 0.1723 | ||
| Cost by every discharged patient (yuan/person) | −0.60 | −0.30 | −30.58 | 0.00 | 0.0000 | ||
| Cost by every bed-day in hospital (yuan/bed-day) | 0.87 | 0.26 | 40.23 | 70.81 | 0.2753 | ||
| Total | 73.74 | 257.20 | 1.0000 | ||||
| Financial risk index | Variance contribution rate (%) | 47.20 | 23.48 | ||||
| Total assets turnover (%) | 0.82 | −0.26 | 32.62 | 77.94 | 0.2574 | ||
| Rate of net asset growth (%) | −0.02 | 0.89 | 19.76 | 65.08 | 0.2149 | ||
| Rate of net asset return (%) | 0.51 | 0.36 | 32.71 | 78.03 | 0.2577 | ||
| Current ratio (%) | −0.78 | −0.36 | −45.32 | 0.00 | 0.0000 | ||
| Asset-liability ratio (%) | 0.90 | −0.25 | 36.42 | 81.74 | 0.2700 | ||
| Total | 76.21 | 302.79 | 1.0000 | ||||
The Operating Index Evaluation System for Public Hospitals in Pudong.
| First-class index ( | Second-class index ( | Third-class index ( | Final weight ( | |
|---|---|---|---|---|
| Development foundation (0.3100) | Resource level (0.6800) | Percentage of the master degree or above in doctors (%) | 0.1324 | 0.0279 |
| Percentage of senior title in doctors (%) | 0.1466 | 0.0309 | ||
| Percentage of college or above degree in nurses (%) | 0.1200 | 0.0253 | ||
| Percentage of intermediate title and above in nurses (%) | 0.1466 | 0.0309 | ||
| Ratio of health technical personnel in working staffs (%) | 0.1281 | 0.0270 | ||
| Fixed assets per capita (10 000 yuan/person) | 0.1020 | 0.0215 | ||
| Ratio of doctors and nurses | 0.1058 | 0.0223 | ||
| Ratio of bed and nurse | 0.1181 | 0.0249 | ||
| Continuing education training (0.3200) | On-the-job training per capita (time/person) | 0.3337 | 0.0331 | |
| Percentage of the staff for further education (%) | 0.3276 | 0.0325 | ||
| Percentage of science and education cost in total expenditure (%) | 0.3387 | 0.0336 | ||
| Service operation (0.3150) | Medical efficiency (0.5100) | Workload per capita (person-time/person) | 0.3436 | 0.0552 |
| Bed utilization rate (%) | 0.3436 | 0.0552 | ||
| Average hospital stay for discharged patients (day) | 0.3131 | 0.0503 | ||
| Medical quality (0.4900) | Treatment and improvement ratio (%) | 0.1788 | 0.0276 | |
| Incidence of operation complication (%) | 0.1497 | 0.0231 | ||
| The successful rescue rate of critically ill in-patients (%) | 0.1659 | 0.0256 | ||
| The coincidence rate of outpatient and discharge diagnoses (%) | 0.1736 | 0.0268 | ||
| The coincidence rate of admission and discharge diagnoses (%) | 0.1821 | 0.0281 | ||
| The coincidence rate of before and after the operation (%) | 0.1497 | 0.0231 | ||
| Management condition (0.2550) | Profitability (0.4650) | Medical income by every 10 000 yuan fixed assets (yuan/10 000 yuan) | 0.1931 | 0.0229 |
| Average business income per worker (10 000 yuan/person) | 0.2184 | 0.0259 | ||
| Rate of business income and expenses balances (%) | 0.1872 | 0.0222 | ||
| Percentage of business income accounted for total expenditure (%) | 0.1965 | 0.0233 | ||
| Percentage of drugs income accounted for business income (%) | 0.2058 | 0.0244 | ||
| Cost control (0.5350) | Medical cost rate (%) | 0.1708 | 0.0233 | |
| Management cost rate (%) | 0.1657 | 0.0226 | ||
| Health materials cost by 10 000 yuan medical income (yuan/10 000 yuan) | 0.1635 | 0.0223 | ||
| Medical expenses by every emergency case and outpatient (yuan/person-time) | 0.1840 | 0.0251 | ||
| Cost by every discharged patient (yuan/person) | 0.1473 | 0.0201 | ||
| Cost by every bed-day in hospital (yuan/bed-day) | 0.1686 | 0.0230 | ||
| Financial risk (0.1200) | Financial risk (1.000) | Total assets turnover (%) | 0.1800 | 0.0216 |
| Rate of net asset growth (%) | 0.2150 | 0.0258 | ||
| Rate of net asset return (%) | 0.2250 | 0.0270 | ||
| Current ratio (%) | 0.1958 | 0.0235 | ||
| Asset-liability ratio (%) | 0.1833 | 0.0220 | ||
Figure 1.2010-2014 operating index trends.
Figure 2.2010-2014 overall operating index trends of different categories.
Analysis of 2009-2014 Operating Indexes Between Different Types of Public Hospitals.
| Index | Category of hospital | Year (mean ± SD) | Between-subjects effects | Within-subjects effects | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2010 | 2011 | 2012 | 2013 | 2014 |
|
|
|
| ||
| Overall operating[ | General | 100.56 ± 0.61 | 99.36 ± 4.71 | 99.70 ± 0.85 | 99.21 ± 1.36 | 103.81 ± 4.36 | 1.039 | .327 | 4.419 | .018 |
| Specialized | 100.39 ± 0.92 | 100.71 ± 0.93 | 98.47 ± 1.14 | 101.03 ± 7.56 | 104.87 ± 4.52 | |||||
| Development foundation[ | General | 100.37 ± 1.24 | 100.93 ± 0.76 | 100.18 ± 1.41 | 101.78 ± 3.06 | 107.46 ± 2.92 | 2.807 | .118 | 4.332 | .036 |
| Specialized | 100.03 ± 1.59 | 100.08 ± 1.60 | 100.17 ± 1.16 | 108.71 ± 22.10 | 116.90 ± 13.69 | |||||
| Service operation[ | General | 100.24 ± 0.28 | 100.93 ± 0.76 | 100.21 ± 0.44 | 99.89 ± 0.60 | 100.46 ± 0.69 | 1.194 | .294 | 0.844 | .503 |
| Specialized | 109.95 ± 15.03 | 100.33 ± 0.56 | 100.30 ± 0.60 | 100.06 ± 0.42 | 100.19 ± 0.50 | |||||
| Management condition[ | General | 101.41 ± 1.12 | 95.43 ±18.23 | 98.23 ±3.75 | 96.75 ±4.16 | 101.21 ±4.06 | 0.318 | .582 | 2.842 | .062 |
| Specialized | 100.01 ± 0.30 | 102.10 ± 3.16 | 93.37 ± 3.68 | 95.66 ± 8.58 | 98.73 ± 3.50 | |||||
| Financial risk[ | General | 100.07 ± 0.19 | 100.23 ± 0.46 | 100.26 ± 0.64 | 96.00 ± 4.18 | 108.68 ± 28.80 | 1.571 | .232 | 2.005 | .177 |
| Specialized | 100.01 ± 0.30 | 100.37 ± 0.40 | 100.09 ± 0.47 | 95.15 ± 6.88 | 99.15 ± 8.50 | |||||
Interaction effect: aYear × Hospital Category (F = 0.434; P = .673). bYear × Hospital Category (F = 0.970; P = .375). cYear × Hospital Category (F = 0.287; P = .885). dYear × Hospital Category (F = 1.933; P = .152). eYear × Hospital Category (F = 1.260; P = .288).