| Literature DB >> 36231718 |
Bassey Enodien1, Dominik Moser2,3,4,5, Florian Kessler6, Stephanie Taha-Mehlitz7, Daniel M Frey1,8, Anas Taha1,9.
Abstract
BACKGROUND: Medical progress is increasingly enabling more and more stationary treatment to be provided in the outpatient sector. This development should be welcomed, as healthcare costs have been rising for years. The design of efficient processes and a needs-based infrastructure enable further savings. According to international recommendations (EHS/IEHS), outpatient treatment of unilateral inguinal hernias is recommended.Entities:
Keywords: SwissDRG; TARMED; cost effectiveness; costs; day clinic; health economy; hernia; inpatient; outpatient; public reporting; quality; quality transparency
Mesh:
Year: 2022 PMID: 36231718 PMCID: PMC9566150 DOI: 10.3390/ijerph191912410
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Descriptive statistics of the whole sample and of the subgroups of hospital stay types.
|
|
|
|
|
|
|
|
|
|
|---|---|---|---|---|---|---|---|---|
|
| ||||||||
| Age | 234 | 59.44 | 17.12 | 19 | 47 | 62 | 73 | 88 |
| Anesthesia time | 234 | 122.92 | 39.05 | 0 | 96 | 123 | 149 | 235 |
| Surgery time | 234 | 60.82 | 28.44 | 0 | 39 | 56 | 76 | 160 |
| Stationary care time | 234 | 165.30 | 223.66 | 0 | 0 | 0 | 361 | 929 |
| Outpatient clinic care time | 234 | 44.80 | 39.05 | 0 | 15 | 40 | 60 | 300 |
| Recovery room care time | 234 | 60.75 | 46.74 | 0 | 0 | 67 | 93 | 230 |
| Doctors costs | 234 | 855.87 | 822.12 | 72.47 | 320.65 | 521.05 | 1132.81 | 6280.61 |
| Material costs | 234 | 672.11 | 271.42 | 246.63 | 527.13 | 696.54 | 778.78 | 3089.02 |
| Final Revenue | 234 | −95.36 | 1624.42 | −4807.04 | −851.07 | 33.21 | 586.36 | 16,207.03 |
|
| ||||||||
| Age | 88 | 65.41 | 16.38 | 20 | 53 | 71 | 77 | 88 |
| Anesthesia time | 88 | 146.64 | 34.08 | 61 | 122 | 143 | 169 | 235 |
| Surgery time | 88 | 76.05 | 31.38 | 30 | 50 | 73 | 97 | 160 |
| Stationary care time | 88 | 424.78 | 148.08 | 178 | 338 | 385 | 474 | 929 |
| Outpatient clinic care time | 40 | 47.25 | 34.40 | 15 | 15 | 45 | 68 | 150 |
| Recovery room care time | 76 | 98.97 | 36.26 | 36 | 72 | 96 | 119 | 230 |
| Doctors costs | 88 | 686.32 | 372.17 | 246.63 | 398.60 | 686.45 | 843.28 | 3089.02 |
| Material costs | 88 | 1595.77 | 926.86 | 456.66 | 1011.27 | 1407.37 | 1822.99 | 6280.61 |
| Final Revenue | 88 | −575.01 | 2405.49 | −4807.04 | −1819.18 | −869.06 | 159.22 | 16,207.03 |
|
| ||||||||
| Age | 107 | 55.55 | 16.01 | 20 | 43 | 59 | 66 | 88 |
| Anesthesia time | 106 | 124.43 | 25.70 | 65 | 105 | 124 | 142 | 198 |
| Surgery time | 106 | 57.80 | 21.77 | 21 | 41 | 56 | 72 | 120 |
| Stationary care time | 7 | 185.71 | 60.02 | 108 | 145 | 163 | 242 | 256 |
| Outpatient clinic care time | 102 | 61.40 | 35.92 | 10 | 40 | 48 | 91 | 300 |
| Recovery room care time | 98 | 68.31 | 27.31 | 1 | 51 | 68 | 85 | 190 |
| Doctors costs | 107 | 654.96 | 201.98 | 250.91 | 572.63 | 687.46 | 735.71 | 1398.09 |
| Material costs | 107 | 409.14 | 170.52 | 89.71 | 300.14 | 377.08 | 476.48 | 1102.31 |
| Final Revenue | 107 | −24.73 | 690.76 | −2042.53 | −389.02 | 77.84 | 383.37 | 1804.31 |
|
| ||||||||
| Age | 39 | 56.62 | 18.29 | 19 | 43 | 62 | 72 | 79 |
| Anesthesia time | 39 | 68.44 | 10.57 | 48 | 60 | 70 | 75 | 88 |
| Surgery time | 39 | 36.23 | 10.72 | 19 | 28 | 37 | 43 | 68 |
| Stationary care time | 0 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 0 |
| Outpatient clinic care time | 39 | 59.77 | 30.50 | 25 | 40 | 60 | 60 | 135 |
| Recovery room care time | 0 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 0 |
| Doctors costs | 39 | 687.07 | 138.81 | 258.94 | 614.40 | 725.11 | 785.64 | 888.48 |
| Material costs | 39 | 411.99 | 253.72 | 72.47 | 248.06 | 292.41 | 516.24 | 1034.99 |
| Final Revenue | 39 | 793.12 | 493.90 | −502.19 | 537.12 | 974.05 | 1161.35 | 1499.28 |
Figure 1Differences between the stay types regarding the age of the patients.
Figure 2Differences between the stay types regarding the anesthesia time.
Figure 3Differences between the stay types regarding the surgery time.
Figure 4Differences between the stay types regarding the final revenue.
Frequencies of categorical variables in the subgroups of stay types.
| Variable | Categories | Stationary | Partially Stationary | Outpatient Center |
|---|---|---|---|---|
| Surgery type | Open surgery | 37.5% | 15.9% | 2.6% |
| Laparoscopic | 62.5% | 84.1% | 97.4% | |
| Incarcerated hernia | No | 81.8% | 100.0% | 100.0% |
| Yes | 18.2% | 0.0% | 0.0% | |
| Care in department | No | 0.0% | 93.5% | 100.0% |
| Yes | 100.0% | 6.5% | 0.0% | |
| Care in outpatient clinic | No | 54.5% | 4.7% | 0.0% |
| Yes | 45.5% | 95.3% | 100.0% | |
| Care in recovery room | No | 13.6% | 8.4% | 100.0% |
| Yes | 86.4% | 91.6% | 0.0% | |
| Insurance type | General | 85.2% | 92.5% | 76.9% |
| Private | 14.8% | 7.5% | 23.1% |
Notes. The percentages add up to 100% across the rows.
Figure 5Differences between the stay types regarding the care in the department.
Figure 6Differences between the stay types regarding the care in the day clinic.
Figure 7Differences between the stay types regarding the care in the recovery room.
Coefficients, p values, beta weights, and tolerances of the base model.
|
|
|
|
|
|
| |
|---|---|---|---|---|---|---|
| Age | −1.407 | 4.194 | −0.335 | 0.738 | −0.015 | 0.881 |
| Doctors costs | 0.960 | 0.156 | 6.162 | 0.000 | 0.486 | 0.493 |
| Material costs | −0.359 | 0.303 | −1.183 | 0.238 | −0.060 | 0.768 |
| Surgery time | −17.611 | 5.582 | −3.155 | 0.002 | −0.308 | 0.398 |
| Anesthesia time | −10.443 | 4.705 | −2.220 | 0.027 | −0.251 | 0.344 |
| Stationary care time | −0.706 | 0.697 | −1.014 | 0.312 | −0.097 | 0.406 |
| Outpatient clinic care time | −6.083 | 1.882 | −3.233 | 0.001 | −0.146 | 0.861 |
| Recovery room care time | 4.210 | 1.790 | 2.352 | 0.020 | 0.121 | 0.756 |
| Stay type (partially stationary) | 1094.985 | 341.883 | 3.203 | 0.002 | 0.674 | 0.508 |
| Stay type (outpatient clinic) | 1200.142 | 435.829 | 2.754 | 0.006 | 0.739 | 0.508 |
| Surgery type (laparoscopic) | 329.625 | 226.627 | 1.454 | 0.147 | 0.203 | 0.674 |
| Incarcerated hernia (yes) | −418.333 | 274.324 | −1.525 | 0.129 | −0.258 | 0.911 |
| Insurance type (private) | −20.959 | 230.975 | −0.091 | 0.928 | −0.013 | 0.817 |
Notes. Multiple R-squared: 0.6697, adjusted R-squared: 0.6470; reference groups: stationary, open surgery, no incarceration, and general insurance.
Coefficients, p values, and beta weights of the final model.
|
|
|
|
|
|
|
|---|---|---|---|---|---|
| (Intercept) | −2255.01 | 386.26 | −5.84 | 0.000 | −1.33 |
| Doctors costs | 2.62 | 0.42 | 6.25 | 0.000 | 1.32 |
| Material costs | −0.23 | 0.63 | −0.36 | 0.718 | −0.04 |
| Surgery time | −13.43 | 7.02 | −1.91 | 0.058 | −0.24 |
| Anesthesia time | −17.40 | 4.92 | −3.54 | 0.001 | −0.42 |
| Stationary care time | 2.35 | 0.81 | 2.90 | 0.004 | 0.32 |
| Outpatient clinic care time | −19.23 | 3.23 | −5.95 | 0.000 | −0.46 |
| Recovery room care time | 2.07 | 1.02 | 2.02 | 0.045 | 0.06 |
| Age | 24.73 | 6.40 | 3.87 | 0.000 | 0.26 |
| Incarcerated hernia (yes) | 3930.21 | 1752.31 | 2.24 | 0.027 | 2.42 |
| Insurance (private) | −10,729.66 | 1182.83 | −9.07 | 0.000 | −6.61 |
| Stay type (partially stationary) | 2174.90 | 557.31 | 3.90 | 0.000 | 1.34 |
| Stay type (outpatient clinic) | 4654.06 | 2074.74 | 2.24 | 0.027 | 2.87 |
| Surgery type (laparoscopic) | 1516.01 | 421.52 | 3.60 | 0.000 | 0.93 |
| Surgery type (laparoscopic): Stay type (partially stationary) | −2052.88 | 610.18 | −3.36 | 0.001 | −1.26 |
| Surgery type (laparoscopic): Stay type (outpatient clinic) | −2486.49 | 973.02 | −2.56 | 0.012 | −1.53 |
| Surgery time: Stay type (partially stationary) | 26.35 | 14.99 | 1.76 | 0.081 | 0.46 |
| Surgery time: Stay type (outpatient clinic) | 112.04 | 55.18 | 2.03 | 0.044 | 1.96 |
| Surgery time: Age: Stay type (partially stationary) | 0.66 | 0.16 | 4.17 | 0.000 | 0.20 |
| Surgery time: Age: Stay type (outpatient clinic) | 0.54 | 0.57 | 0.96 | 0.339 | 0.16 |
| Outpatient clinic care time: Stay type (partially stationary) | 30.10 | 4.84 | 6.22 | 0.000 | 0.72 |
| Outpatient clinic care time: Stay type (outpatient clinic) | 37.05 | 6.80 | 5.44 | 0.000 | 0.89 |
| Doctors costs: Stay type (partially stationary) | −3.42 | 0.51 | −6.77 | 0.000 | −1.73 |
| Doctors costs: Stay type (outpatient clinic) | −5.16 | 3.05 | −1.69 | 0.093 | −2.61 |
| Doctors costs: Surgery time: Stay type (partially stationary) | 0.06 | 0.03 | 2.24 | 0.027 | 0.86 |
| Doctors costs: Surgery time: Stay type (outpatient clinic) | 0.10 | 0.06 | 1.63 | 0.106 | 1.37 |
| Doctors costs: Anesthesia time: Stay type (partially stationary) | −0.07 | 0.02 | −2.81 | 0.006 | −1.30 |
| Doctors costs: Anesthesia time: Stay type (outpatient clinic) | −0.08 | 0.07 | −1.03 | 0.306 | −1.50 |
| Doctors costs: Insurance (private): Stay type (partially stationary) | −3.58 | 1.53 | −2.35 | 0.020 | −1.81 |
| Doctors costs: Insurance (private): Stay type (outpatient clinic) | −2.49 | 1.00 | −2.50 | 0.014 | −1.26 |
| Material costs: Stay type (partially stationary) | 1.15 | 0.84 | 1.38 | 0.170 | 0.19 |
| Material costs: Stay type (outpatient clinic) | −2.96 | 3.49 | −0.85 | 0.398 | −0.49 |
| Material costs: Surgery time: Stay type (partially stationary) | 0.12 | 0.02 | 5.53 | 0.000 | 0.56 |
| Material costs: Surgery time: Stay type (outpatient clinic) | 0.14 | 0.16 | 0.87 | 0.388 | 0.66 |
| Material costs: Anesthesia time: Stay type (partially stationary) | −0.07 | 0.02 | −3.53 | 0.001 | −0.45 |
| Material costs: Anesthesia time: Stay type (outpatient clinic) | −0.16 | 0.11 | −1.50 | 0.137 | −1.04 |
| Material costs: Insurance (private): Stay type (partially stationary) | −27.85 | 5.09 | −5.48 | 0.000 | −4.65 |
| Material costs: Insurance (private): Stay type (outpatient clinic) | −26.43 | 6.08 | −4.35 | 0.000 | −4.42 |
| Age: Stay type (partially stationary) | −37.70 | 9.89 | −3.81 | 0.000 | −0.40 |
| Age: Stay type (outpatient clinic) | −23.15 | 18.28 | −1.27 | 0.208 | −0.24 |
| Insurance (private): Stay type (partially stationary) | 9395.59 | 1537.24 | 6.11 | 0.000 | 5.78 |
| Insurance (private): Stay type (outpatient clinic) | 9205.35 | 1732.66 | 5.31 | 0.000 | 5.67 |
| Insurance (private): Age: Stay type (partially stationary) | −308.22 | 73.39 | −4.20 | 0.000 | −3.25 |
| Insurance (private): Age: Stay type (outpatient clinic) | −204.63 | 58.74 | −3.48 | 0.001 | −2.16 |
Notes. Multiple R-squared: 0.9782, adjusted R-squared: 0.9605; reference groups: stationary, open surgery, no incarceration, and general insurance.
Figure 8Surgery type mean differences in the stay type groups.
Impact of outpatient clinic care time in interaction with stay type.
|
|
|
|
|
|
|
|
|---|---|---|---|---|---|---|
| Stationary | Outpatient clinic care time | −19.76 | 3.58 | −5.51 | 0.000 | −0.48 |
| Partially stationary | Outpatient clinic care time | 10.34 | 1.83 | 5.65 | 0.000 | 0.25 |
| Outpatient clinic | Outpatient clinic care time | 17.29 | 4.13 | 4.19 | 0.000 | 0.42 |
Note. Reported are the simple slopes of the interaction of outpatient clinic care time with stay type.
Figure 9Dependence of final revenue on surgery time.
Figure 10Dependence of final revenue on surgery time and age.
Figure 11Dependence of final revenue on outpatient clinic care time.