| Literature DB >> 32937827 |
Anna Svarts1, Luca Urciuoli1,2, Anders Thorell3,4, Mats Engwall1.
Abstract
Recent studies have found positive effects from hospital focus on both quality and cost. Some studies indicate that certain patient segments benefit from focus, while others have worse outcomes in focused hospital departments. The aim of this study was to establish the relationship between hospital focus and performance in elective surgery. We studied obesity surgery procedures performed in Sweden in 2016 (5152 patients), using data from the Scandinavian Obesity Surgery Registry (SOReg) complemented by a survey of all clinics that performed obesity surgery. We examined focus at two levels of the organization: hospital level and department level. We hypothesized that higher proportions of obesity surgery patients in the hospital, and higher proportions of obesity surgery procedures in the department, would be associated with better performance. These hypotheses were tested using multilevel regression analysis, while controlling for patient characteristics and procedural volume. We found that focus was associated with improved outcomes in terms of reduced complications and shorter procedure times. These positive relationships were present at both hospital and department level, but the effect was larger at the department level. The findings imply that focus is a viable strategy to improve quality and reduce costs for patients undergoing elective surgery. For these patients, general hospitals should consider implementing organizationally separate units for patients undergoing elective surgery.Entities:
Keywords: bariatric surgery; focus; hospitals; productivity; quality
Year: 2020 PMID: 32937827 PMCID: PMC7559933 DOI: 10.3390/ijerph17186682
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Descriptive statistics for bariatric surgery patients in Sweden 2016.
| Characteristic | Mean | Std. Dev. | Median | Min. | Max. | |
|---|---|---|---|---|---|---|
| Age | 40.76 | 11.33 | 41.00 | 18 | 74 | |
| Female | 3983 (77) | |||||
| Male | 1169 (23) | |||||
| Gastric bypass | 3278 (64) | |||||
| Gastric sleeve | 1838 (36) | |||||
| Pre-surgery BMI | 41.03 | 5.66 | 40.40 | 28.65 | 78.60 | |
| Sleep apnea | 475 (9.2) | |||||
| Hypertension | 1214 (24) | |||||
| Diabetes | 603 ((12) | |||||
| Dyslipidemia | 482 (9.4) | |||||
| Intraoperative complications | 111 (2.2) | |||||
| 30-day complications | 126 (2.5) | |||||
| One-year complications | 101 (2.3) | |||||
| Procedure time | 56.89 | 24.78 | 53 | 14 | 250 | |
| Length of stay | 1.47 | 1.73 | 1 | 0 | 50 |
Patients (n = 5152).
Descriptive statistics for hospitals performing bariatric surgery in Sweden in 2016.
| Characteristic | Mean | Std. Dev. | Median | Min. | Max. |
|---|---|---|---|---|---|
| Admissions | 18,436 | 19,303 | 12,089 | 241 | 90,837 |
| Surgical procedures (in-patient) | 2034 | 1462 | 1845 | 98 | 6268 |
| Obesity surgery procedures | 121 | 123.85 | 86 | 4 | 591 |
| Gastric bypass | 76 | 88.12 | 44 | 0 | 438 |
| Sleeve gastrectomy | 45 | 56.89 | 27 | 0 | 260 |
| Hospital-level focus | 0.076 | 0.207 | 0.006 | 0.000 | 0.943 |
| Department-level focus | 0.117 | 0.181 | 0.052 | 0.001 | 0.943 |
Hospitals (n = 39).
Multilevel mixed-effect regression of hospital focus on complications.
| Intraoperative Complications | 30-Day | One-Year | ||||
|---|---|---|---|---|---|---|
| (1) | (2) | (1) | (2) | (1) | (2) | |
| β (SE) | β (SE) | β (SE) | β (SE) | β (SE) | β (SE) | |
| Log hospital focus | −0.0657 | −0.195 ** | −0.211 *** | |||
| (0.103) | (0.0799) | (0.0773) | ||||
| Log department focus | −0.114 | −0.384 *** | −0.270 ** | |||
| (0.150) | (0.103) | (0.137) | ||||
| Random effects: | ||||||
| Constant (std. dev.) | 0.662 ** | 0.653 * | 0.230 | 7.56 × 10−17 | 0.182 | 0.231 |
| (0.169) | (0.169) | (0.115) | (1.1856 × 10−16) | (0.223) | (0.197) | |
| Observations ( | 4719 | 4719 | 4609 | 4609 | 4130 | 4130 |
| Number of groups | 39 | 39 | 39 | 39 | 39 | 39 |
| ICC: 95% CI | [0.0468; 0.265] | [0.0448; 0.263] | [0.00229; 0.102] | [3.7356 × 10−36; 8.0856 × 10−31] | [0.000082; 0.553] | [0.00057; 0.315] |
Robust standard errors in parentheses; * p < 0.1, ** p < 0.05, *** p < 0.01. Control variables included procedural volume and the patient level controls age, sex, pre-surgery body mass index (BMI), surgery method, sleep apnea, hypertension, diabetes, and dyslipidemia. (1) Hospital level, (2) Department level.
Multilevel mixed-effect linear regression of focus on procedure time.
| Procedure Time | ||
|---|---|---|
| (1) | (2) | |
| β (SE) | β (SE) | |
| Log hospital focus | −3.144 *** | |
| (1.131) | ||
| Log department focus | −5.981 *** | |
| (1.992) | ||
| Random effects: | ||
| Constant (std. dev.) | 12.58 *** | 12.08 *** |
| (1.849) | (1.643) | |
| Residual (std. dev.) | 16.45 *** | 16.45 *** |
| (1.031) | (1.031) | |
| Observations ( | 4719 | 4719 |
| Number of groups | 39 | 39 |
| ICC: 95% CI | [0.238; 0.524] | [0.232; 0.491] |
Robust standard errors in parentheses; * p < 0.1, ** p < 0.05, *** p < 0.01. Control variables included procedural volume and the patient level controls age, sex, pre-surgery BMI, surgery method, sleep apnea, hypertension, diabetes, and dyslipidemia. (1) Hospital level, (2) Department level.
Multilevel mixed-effect Poisson regression of focus on length of stay.
| Length of Stay | ||
|---|---|---|
| (1) | (2) | |
| β (SE) | β (SE) | |
| Log hospital focus | −0.0188 | |
| (0.0361) | ||
| Log department focus | −0.0702 | |
| (0.0527) | ||
| Random effects: | ||
| Constant (std. dev.) | 0.318 *** | 0.314 *** |
| (0.0314) | (0.0301) | |
| Observations (N) | 4714 | 4714 |
| Number of groups | 39 | 39 |
Robust standard errors in parentheses; * p < 0.1, ** p < 0.05, *** p < 0.01. Control variables included procedural volume and the patient level controls age, sex, pre-surgery BMI, surgery method, sleep apnea, hypertension, diabetes, and dyslipidemia. (1) Hospital level, (2) Department level.
Multilevel mixed-effect regression of hospital focus on complications.
| Intraoperative Complications | 30-Day Complications | One-Year Complications | ||||
|---|---|---|---|---|---|---|
| (1) | (2) | (1) | (2) | (1) | (2) | |
| β (SE) | β (SE) | β (SE) | β (SE) | β (SE) | β (SE) | |
| Log hospital focus | −0.0657 | −0.195 ** | −0.211 *** | |||
| (0.103) | (0.0799) | (0.0773) | ||||
| Log department focus | −0.114 | −0.384 *** | −0.270 ** | |||
| (0.150) | (0.103) | (0.137) | ||||
| Procedural volume | −0.00226 | −0.00222 | 0.00155 | 0.00184 ** | 0.00163 * | 0.00107 |
| (0.00221) | (0.00222) | (0.000950) | (0.000731) | (0.000886) | (0.000831) | |
| Gastric bypass | 0.324 | 0.314 | −0.0502 | −0.120 | −0.441 | −0.480 |
| (0.481) | (0.473) | (0.900) | (0.987) | (0.803) | (0.788) | |
| Sleeve gastrectomy | 0.0886 | 0.0685 | −0.547 | −0.631 | −1.831 ** | −1.918 ** |
| (0.537) | (0.535) | (0.964) | (1.048) | (0.863) | (0.845) | |
| Age | 0.0183 | 0.0183 | 0.00635 | 0.00594 | −0.00564 | −0.00619 |
| (0.0129) | (0.0129) | (0.00836) | (0.00839) | (0.00835) | (0.00824) | |
| Female | −0.174 | −0.171 | −0.0760 | −0.0638 | 0.138 | 0.148 |
| (0.239) | (0.240) | (0.225) | (0.226) | (0.315) | (0.316) | |
| Pre-surgery BMI | 0.0101 | 0.0105 | −0.0181 | −0.0159 | −0.0241 | −0.0211 |
| (0.0181) | (0.0183) | (0.0211) | (0.0205) | (0.0290) | (0.0285) | |
| Sleep apnea | 0.334 | 0.335 | 0.263 | 0.274 | −0.238 | −0.211 |
| (0.223) | (0.224) | (0.266) | (0.267) | (0.390) | (0.390) | |
| Hypertension | 0.0288 | 0.0292 | −0.246 | −0.246 | −0.317 | −0.316 |
| (0.269) | (0.272) | (0.239) | (0.238) | (0.284) | (0.286) | |
| Diabetes | 0.186 | 0.184 | 0.0645 | 0.0670 | −0.124 | −0.114 |
| (0.303) | (0.299) | (0.381) | (0.382) | (0.361) | (0.364) | |
| Dyslipidemia | 0.336 | 0.336 | −0.371 | −0.372 | −0.0405 | −0.0339 |
| (0.267) | (0.268) | (0.302) | (0.303) | (0.382) | (0.382) | |
| Random effects: | ||||||
| Constant (std. dev.) | 0.662 ** | 0.653 * | 0.230 | 7.56 × 10−17 | 0.182 | 0.231 |
| (0.169) | (0.169) | (0.115) | (1.18 × 10−16) | (0.223) | (0.197) | |
| Observations (N) | 4719 | 4719 | 4609 | 4609 | 4130 | 4130 |
| Number of groups | 39 | 39 | 39 | 39 | 39 | 39 |
| ICC: 95% CI | [0.0468; 0.265] | [0.0448; 0.263] | [0.00229; 0.102] | [3.73 × 10−36; 8.08 × 10−31] | [0.000082; 0.553] | [0.00057; 0.315] |
Robust standard errors in parentheses; * p < 0.1, ** p < 0.05, *** p < 0.01. (1) Hospital level, (2) Department level.
Multilevel mixed-effect linear regression of focus on procedure time.
| Procedure Time | ||
|---|---|---|
| (1) | (2) | |
| β (SE) | β (SE) | |
| Log hospital focus | −3.144 *** | |
| (1.131) | ||
| Log department focus | −5.981 *** | |
| (1.992) | ||
| Procedural volume | −0.0329 ** | −0.0249 * |
| (0.0159) | (0.0148) | |
| Gastric bypass | −75.55 *** | −75.58 *** |
| (11.72) | (11.71) | |
| Sleeve gastrectomy | −90.43 *** | −90.47 *** |
| (11.69) | (11.68) | |
| Age | 0.131 *** | 0.131 *** |
| (0.0279) | (0.0279) | |
| Female | −3.987 *** | −3.978 *** |
| (0.676) | (0.676) | |
| Pre-surgery BMI | 0.351 *** | 0.351 *** |
| (0.0883) | (0.0884) | |
| Sleep apnea | 2.503 ** | 2.507 ** |
| (1.123) | (1.124) | |
| Hypertension | −1.263 | −1.265 |
| (0.945) | (0.945) | |
| Diabetes | 1.299 | 1.274 |
| (0.867) | (0.866) | |
| Dyslipidemia | 1.453 * | 1.440 * |
| (0.749) | (0.749) | |
| Random effects: | ||
| Constant (std. dev.) | 12.58 *** | 12.08 *** |
| (1.849) | (1.643) | |
| Residual (std. dev.) | 16.45 *** | 16.45 *** |
| (1.031) | (1.031) | |
| Observations (N) | 4719 | 4719 |
| Number of groups | 39 | 39 |
| ICC: 95% CI | [0.238; 0.524] | [0.232; 0.491] |
Robust standard errors in parentheses; * p < 0.1, ** p < 0.05, *** p < 0.01. (1) Hospital level, (2) Department level.
Multilevel mixed-effect Poisson regression of focus on length of stay.
| Length of Stay | ||
|---|---|---|
| (1) | (2) | |
| β (SE) | β (SE) | |
| Log hospital focus | −0.0188 | |
| (0.0361) | ||
| Log department focus | −0.0702 | |
| (0.0527) | ||
| Procedural volume | −0.000743 * | −0.000474 |
| (0.000420) | (0.000394) | |
| Gastric bypass | −0.463 ** | −0.465 ** |
| (0.214) | (0.214) | |
| Sleeve gastrectomy | −0.430 ** | −0.431 ** |
| (0.206) | (0.205) | |
| Age | −0.00295 ** | −0.00295 ** |
| (0.00146) | (0.00146) | |
| Female | 0.0766 * | 0.0769 * |
| (0.0406) | (0.0407) | |
| Pre-surgery BMI | 0.00330 | 0.00323 |
| (0.00240) | (0.00242) | |
| Sleep apnea | 0.0468 | 0.0468 |
| (0.0739) | (0.0739) | |
| Hypertension | 0.0337 | 0.0334 |
| (0.0494) | (0.0494) | |
| Diabetes | 0.183 | 0.182 |
| (0.115) | (0.115) | |
| Dyslipidemia | −0.0235 | −0.0244 |
| (0.0667) | (0.0666) | |
| Random effects: | ||
| Constant (std. dev.) | 0.318 *** | 0.314 *** |
| (0.0314) | (0.0301) | |
| Observations ( | 4714 | 4714 |
| Number of groups | 39 | 39 |
Robust standard errors in parentheses; * p < 0.1, ** p < 0.05, *** p < 0.01. (1) Hospital level, (2) Department level.