| Literature DB >> 32664922 |
Shmuel Benenson1, Matan J Cohen2,3, Carmela Schwartz1, Michael Revva4, Allon E Moses1, Phillip D Levin5.
Abstract
BACKGROUND: Financial incentives represent a potential mechanism to encourage infection prevention by hospitals. In order to characterize the place of financial incentives, we investigated resource utilization and cost associated with hospital-acquired infections (HAI) and assessed the relative financial burden for hospital and insurer according to reimbursement policies.Entities:
Keywords: Attributable cost; Central line associated blood stream infections; Clostridium difficile infection; Nosocomial infection; Surgical site infection
Mesh:
Year: 2020 PMID: 32664922 PMCID: PMC7358996 DOI: 10.1186/s12913-020-05428-7
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Baseline patients’ characteristics (A-CLABSI, B-CDI, and C-SSI)
| N (%) / mean ± SD | N (%) / mean ± SD | |
| Female gender | 24 (39) | 70 (39) |
| Age (years) | 64.7 ± 16 | 64.2 ± 19 |
| Age group (years) | ||
| 0–18 a | 18 (29) | 54 (31) |
| > 18–50 | 10 (16) | 27 (15) |
| > 50–70 | 14 (23) | 41 (23) |
| > 70 | 20 (32) | 55 (31) |
| Nursing-home residence | 10 (16) | 22 (12) |
| ICU type | ||
| General (medical or surgical) | 41 (66) | 115 (65) |
| Cardiac or cardiothoracic surgery | 3 (5) | 9 (5) |
| Neonatal | 18 (29) | 54 (30) |
| Time from ICU admission to inclusion (days) | 12 ± 17 | 11 ± 15 |
| Mechanical ventilation | 40 (64) | 114 (64) |
| Diabetes mellitus | 17 (27) | 52 (29) |
| Creatinine above 150 mmol/liter | 17 (27) | 51 (28) |
| Dialysis | 5 (8) | 10 (6) |
| Congestive heart failure | 8 (13) | 27 (15) |
| Cirrhosis | 1 (2) | 8 (4) |
| Albumin (g/L) | 22± 5 | 26 ± 7 |
| Chronic obstructive pulmonary disease (COPD) | 5 (8) | 15 (8) |
| Simplified Acute Physiology Score (SAPS) II | ||
| ≤ 52 | 12 (29%) | 36 (30%) |
| > 52 | 40 (71%) | 84 (70%) |
| N (%) / mean ± SD | N (%) / mean ± SD | |
| Internal Medicine / Surgical ward | 72:20 (78:22) | 216:60 (78:22) |
| Female gender | 49 (53) | 147 (53) |
| Age (years) | 76 ± 14 | 74 ± 14 |
| Age group (years) | ||
| > 18–50 | 6 (7) | 18 (7) |
| > 50–70 | 15 (16) | 45 (16) |
| > 70 | 71 (77) | 213 (77) |
| Nursing-home residence | 30 (33) | 42 (15) |
| Time from admission to inclusion (days) | 15 ± 17 | 14 ± 16 |
| Mechanical ventilation | 3 (3) | 9 (3) |
| Diabetes mellitus | 34 (37) | 132 (48) |
| Creatinine above 150 mmol/liter | 33 (36) | 87 (32) |
| Dialysis | 6 (7) | 20 (7) |
| Congestive heart failure | 23 (25) | 76 (28) |
| Cirrhosis | 3 (3) | 12 (4) |
| Albumin (g/L) | 26 ± 6 | 30 ± 7 |
| Chronic obstructive pulmonary disease (COPD) | 6 (7) | 46 (17) |
| Charlson comorbidity index | ||
| ≥ 6 | 64 (70) | 192 (70) |
| N (%) / mean ± SD | N (%) / mean ± SD | |
| Deep: Superficial | 39:37 (51:49) | – |
| Female gender | 42 (55) | 119 (55) |
| Age (years) | 64 ± 18 | 64 ± 17 |
| Age group (years) | ||
| > 18–50 | 18 (24) | 48 (22) |
| > 50–70 | 24 (32) | 78 (36) |
| > 70 | 34 (45) | 89 (41) |
| Nursing-home residence | 0 (0) | 6 (3) |
| Operation type | ||
| Breast | 4 (5) | 12 (6) |
| Cholecystectomy | 10 (13) | 30 (14) |
| Colon | 19 (25) | 50 (23) |
| Inguinal hernia | 5 (7) | 15 (7) |
| Spine | 10 (13) | 29 (13) |
| Total hip replacement (THR) | 11 (14) | 30 (14) |
| Total knee replacement (TKR) | 17 (22) | 49 (23) |
| Mechanical ventilation | 0 | 0 |
| Diabetes mellitus | 13 (17) | 26 (12) |
| Creatinine above 150 mmol/liter | 4 (5) | 1 (0.5) |
| Dialysis | 1 (1) | 0 |
| Congestive heart failure | 3 (4) | 5 (2) |
| Cirrhosis | 0 | 1 (0.5) |
| Albumin (g/L) | 38 ± 7 | 40 ± 6 |
| Chronic obstructive pulmonary disease (COPD) | 2 (3) | 4 (2) |
| American Society of Anesthesiologists (ASA) score | ||
| 1 | 13 (17) | 33 (16) |
| 2 | 43 (57) | 137 (64) |
| 3 | 19 (25) | 39 (20) |
| 4 | 1 (1) | 2 (1) |
| 5 | 0 | 0 |
| Emergency | 6 (8) | 11 (5) |
a Among neonates: gestational age (weeks) was 30.8 + 5.7 among cases and 30.9 + 6.4 among controls; birth weight (grams) was 1750 ± 1465 among cases and 1660 ± 1244 among controls
Matched comparisons of resource consumption and costs, during 1st hospitalization, between patients with healthcare acquired infection and their controls
| A - Central-line associated blood-stream infection (CLABSI) | ||||
|---|---|---|---|---|
| Cases | Controls | Difference | ||
| Mean | Mean (min, max)b | Mean (min, max)b | Mean (min, max)b | |
| Antibiotic days | 34 | 13 (4, 23) | 21 (11, 30) | < 0.001 (< 0.001, 0.095) |
| Imaging (number) | 18 | 6 (2, 10) | 12 (8, 16) | < 0.001 (< 0.001, 0.003) |
| Cultures (number) | 16 | 5 (1, 10) | 11 (6, 15) | < 0.001 (< 0.001, 0.003) |
| Blood tests (number) | 115 | 42 (15, 77) | 73 (38, 100) | < 0.001 (< 0.001, 0.015) |
| Hospitalization days since inclusion | 34 | 14 (4, 25) | 20 (9, 30) | < 0.001 (< 0.001, 0.2) |
| ICU days since inclusion | 22 | 3.9 (1, 7.3) | 18 (14.6, 20.1) | < 0.001 (< 0.001, 0.003) |
| Antibiotic cost (USD) | 683 | 248 (52,572) | 435 (111,631) | 0.009 (< 0.001, 0.6) |
| Total cost a (USD) | 6400 | 2376 (784,4512) | 4024 (1888,5616) | < 0.001 (< 0.001, 0.05) |
| Total cost per day (USD) | 601 | 719 (157,1614) | − 118 (− 1013,444) | 0.63 (0.02, 0.02) |
| Mean | Mean (min, max)b | Mean (min, max)b | Mean (min, max)b | |
| Antibiotic days | 18 | 6 (1, 13) | 12 (5, 17) | < 0.001 (< 0.001, 0.1) |
| Imaging (number) | 3.1 | 1.7 (0.3, 3.4) | 1.4 (−0.3, 2.8) | 0.11 (0.002, 0.71) |
| Cultures (number) | 5.1 | 1.7 (0.24, 3.8) | 3.4 (1.3, 4.86) | 0.003 (< 0.001, 0.26) |
| Blood tests (number) | 33 | 16 (5.5, 28) | 17 (5, 27.5) | 0.02 (< 0.001, 0.54) |
| Hospitalization days since inclusion | 16.4 | 8.6 (4, 14.2) | 7.8 (2.2, 12.4) | 0.02 (< 0.001, 0.53) |
| Antibiotic cost (USD) | 202 | 88 (6,215) | 114 (−13,196) | 0.009 (< 0.001, 0.85) |
| Total cost a (USD) | 1357 | 733 (204,1426) | 624 (−69,1153) | 0.047 (< 0.001, 0.83) |
| Total cost per day (USD) | 101 | 93 (32,174) | 8 (−73,69) | 0.5 (< 0.001, 0.001) |
| Mean | Mean (min, max)b | Mean (min, max)b | Mean (min, max)b | |
| Antibiotic days | 14.5 | 3.1 (1.9, 4.6) | 11.4 (9.9, 12.6) | < 0.001 (< 0.001, < 0.001) |
| Imaging (number) | 5.2 | 2.3 (1.2, 3.6) | 2.9 (1.6, 4) | < 0.001 (< 0.001, 0.002) |
| Cultures (number) | 3.6 | 0.58 (0.16, 1.2) | 3.02 (2.4, 3.44) | < 0.001 (< 0.001, < 0.001) |
| Blood tests (number) | 25 | 9.6 (6, 14) | 15.4 (11, 19) | < 0.001 (< 0.001, < 0.001) |
| Hospitalization days since inclusion | 8.3 | 5.5 (4.7, 6.4) | 2.8 (1.9, 3.6) | 0.002 (< 0.001, 0.032) |
| Antibiotic cost (USD) | 148 | 18 (9,30) | 130 (118,139) | < 0.001 (< 0.001, 0.001) |
| Total cost a,c (USD) | 6761 | 5860 (5701,6071) | 901 (690,1060) | < 0.001 (< 0.001, < 0.001) |
| Deep infection ( | 8332 | 6852 (6697,7033) | 1480 (1299,1635) | < 0.001 (< 0.001; < 0.001) |
| Superficial infection ( | 5104 | 4815 (4652,5056) | 289 (48,452) | 0.04 (0.03¸ 0.56) |
aCost does not include fixed expense
b min, mean of matched control patients with minimum resource consumption; max, mean of matched control patients with maximum resource consumption
c Including the cost of the operation
ICU intensive-care unit, USD US Dollar
Summary of extra costs per hospital acquired infection/per patienta for the hospital and insurer
| 1st hospitalization | Extra cost and opportunity cost due to extra hospital days (number of extra days) | Extra cost due to Readmission | Total extra cost per case | |
|---|---|---|---|---|
| USD | ||||
| CLABSI | − 2360a | 24,585 (18.1)b | 0 | 22,225 |
| CDI | 62a | 0 (7.8) | 0 | 62 |
| SSI | 900 | 2581 (2.8) | 1469 c | 4951 |
| CLABSI | – | 14,608 (18.1) | − 1201 | 13,408 |
| CDI | – | 5430 (7.8) | 5290 | 10,720 |
| SSI | – | 0 (2.8) | 2395c | 2395 |
a We present the average cost difference per day multiplied by the average extra in-hospital days. The difference was NOT statistically significant and we only present the crude results
b Extra potential loss due to higher charge for the first 4 ICU days (extra 1360 USD per day)
c Hospital cost due to readmission within 1 week of discharge; Insurer cost due to readmission after 1 week of discharge
USD US Dollar, CLABSI central-line associated bloodstream infection, CDI clostridium difficile infection, SSI surgical site infection
Insurer payment to hospital during primary hospitalization: matched comparisons between patients with healthcare acquired infection and their controls
| Cases | Controls | Difference | ||
|---|---|---|---|---|
| USD | ||||
| Mean | Mean (min, max)c | Mean (min, max)c | Mean (min, max)c | |
| CLABSIa | 24,673 | 10,065 (3281,24,673) | 14,608 (0,21,392) | < 0.001 (< 0.001, 0.18) |
| CDIa | 11,468 | 6038 (2795,9895) | 5430 (1573,8673) | 0.02 (< 0.001, 0.53) |
| SSI b | 9819 | 9793 (9749,9792) | 26 (−40, 70) | 0.77 (0.54, 0.54) |
a Hospitalization-days × cost per day
b Diagnosis-related group (DRG)
c min, mean of matched control patients with minimum resource consumption; max, mean of matched control patients with maximum resource consumption
USD US Dollar, CLABSI central-line associated bloodstream infection, CDI Clostridium difficile infection, SSI surgical site infection
Secondary outcomes: mortality, discharge and 90 day readmission
| CLABSI | CDI | SSI | ||||
|---|---|---|---|---|---|---|
| Case | Control | Case | Control | Case | Control | |
| Discharge to LTCF | 12 (19) | 27 (15) | 33 (36) | 75 (27) | 8 (11) | 18 (8) |
| Hospital Mortality for first admission | 35 (56) | 75 (42)$ | 24 (26) | 30 (11)$ | 1 (1) | 1 (0.5)$$$ |
| Mortality within 90 days | 36 (58) | 87 (49)$$ | 43 (47) | 61 (22) $ | 2 (2) | 1 (0.5)$$$ |
| 90 days readmissiona | 5/27 (18%) | 31/103 (30%) | 42/68 (62%) | 85/246 (35%) | 47/75 (62%)b | 32/214 (15%)$, c |
| Mean length of stay per patient during readmissiona | 1.5 | 4.3 | 16 | 4.4 | 7 | 0.5 |
a Readmission data per number of patients discharged alive from first hospital stay
b Seven patients (9%) required surgery during re-admission
c Eight patients (4%) required surgery during re-admission
CLABSI central-line associated bloodstream infection, CDI clostridium difficile infection, SSI surgical site infection, LTCF long term care facility
Comparing cases to control $ p < 0.001, $$ p = 0.002, $$$ p = 1.0