| Literature DB >> 35022053 |
Heidi Sjoberg1, Wenhui Liu2, Carly Rohs2, Roman A Ayele2,3, Marina McCreight2, Ashlea Mayberry2, Catherine Battaglia2,3.
Abstract
BACKGROUND: Veterans increasingly utilize both the Veteran's Health Administration (VA) and non-VA hospitals (dual-users). Dual-users are at increased risk of fragmented care and adverse outcomes and often do not receive necessary follow-up care addressing social determinants of health (SDOH). We developed a Veteran-informed social worker-led Advanced Care Coordination (ACC) program to decrease fragmented care and provide longitudinal care coordination addressing SDOH for dual-users accessing non-VA emergency departments (EDs) in two communities.Entities:
Keywords: emergency departments; social determinants of health; social work; veterans; veterans health administration
Mesh:
Year: 2022 PMID: 35022053 PMCID: PMC8754195 DOI: 10.1186/s12913-021-07408-x
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Comparison of control and Advanced Care Coordination groups post-matching
| Patient Factors | Control ( | ACC ( | ||
|---|---|---|---|---|
| Age (Mean (SD)) | 63.90 (15.91) | 63.47 (15.97) | 0.77 | |
| Sex = Female(%) | 49 (10.3) | 16 (9.9) | 1.00 | |
| 0.99 | ||||
| White | 389 (81.9) | 132 (82.0) | ||
| Black | 57 (12.0) | 19 (11.8) | ||
| Other | 11 (2.3) | 4 (2.5) | ||
| Unknown | 18 (3.8) | 6 (3.7) | ||
| 1.00 | ||||
| Urban | 379 (79.8) | 129 (80.1) | ||
| Rural | 96 (20.2) | 32 (19.9) | ||
| Highly Rural | 0 (0.0) | 0 (0.0) | ||
| 1.00 | ||||
| Denver | 201 (42.3) | 67 (41.6) | ||
| Omaha | 274 (57.7) | 94 (58.4) | ||
| Hypertension = 1(%) | 291 (61.3) | 100 (62.1) | 0.92 | |
| Congestive Heart Failure = 1(%) | 53 (11.2) | 18 (11.2) | 1.00 | |
| Chronic Pulmonary Disease = 1(%) | 145 (30.5) | 48 (29.8) | 0.94 | |
| Diabetes without Chronic Complications = 1(%) | 127 (26.7) | 42 (26.1) | 0.95 | |
| Diabetes with Chronic Complications = 1 (%) | 114 (24.0) | 36 (22.4) | 0.75 | |
| Renal Failure = 1 (%) | 71 (14.9) | 25 (15.5) | 0.96 | |
| Obesity = 1(%) | 86 (18.1) | 27 (16.8) | 0.79 | |
| Weight Loss = 1(%) | 27 (5.7) | 11 (6.8) | 0.74 | |
| Fluid and Electrolyte Disorders = 1(%) | 105 (22.1) | 41 (25.5) | 0.44 | |
| AIDS/HIV = 1(%) | 0 (0.0) | 0 (0.0) | 1.00 | |
| Alcohol Abuse = 1 (%) | 62 (13.1) | 24 (14.9) | 0.65 | |
| Anemia Deficiency = 1(%) | 91 (19.2) | 33 (20.5) | 0.80 | |
| Rheumatoid Arthritis = 1(%) | 13 (2.7) | 4 (2.5) | 1.00 | |
| Blood Loss Anemia = 1 (%) | 8 (1.7) | 2 (1.2) | 0.98 | |
| Coagulopathy = 1 (%) | 31 (6.5) | 10 (6.2) | 1.00 | |
| Depression = 1(%) | 120 (25.3) | 28 (23.6) | 0.75 | |
| Drug Abuse = 1(%) | 37 (7.8) | 13 (8.1) | 1.00 | |
| Hypothyroidism = 1(%) | 52 (10.9) | 19 (11.8) | Hypothyroidism = 1(%) | |
| Liver Disease = 1(%) | 69 (14.5) | 27 (16.8) | 0.58 | |
| Lymphoma = 1(%) | 5 (1.1) | 4 (2.5) | 0.35 | |
| Metastatic Cancer = 1(%) | 11 (2.3) | 3 (1.9) | 0.98 | |
| Other Neurological Disorders = 1(%) | 135 (28.4) | 48 (29.8) | 0.81 | |
| Paralysis = 1(%) | 28 (5.9) | 12 (7.5) | 0.61 | |
| Peripheral Vascular Disease = 1(%) | 74 (15.6) | 26 (16.1) | 0.96 | |
| Psychiatric Disorders = 1(%) | 36 (7.6) | 15 (9.3) | 0.59 | |
| Pulmonary Circulation Disorder = 1(%) | 6 (1.3) | 2 (1.2) | 1.00 | |
| Solid Tumor without Metastasis = 1 (%) | 24 (5.1) | 12 (7.5) | 0.35 | |
| Peptic Ulcer Disease = 1(%) | 2 (0.4) | 1 (0.6) | 1.00 | |
| Valvular Disease = 1(%) | 42 (8.8) | 17 (10.6) | 0.62 | |
| 1 year Prior PCP visit (mean (SD)) | 2.65 (2.43) | 2.80 (2.30) | 0.50 | |
| 1 year Prior Hospitalization (mean (SD)) | 0.36 (0.73) | 0.37 (0.70) | 0.87 | |
| 1 year Prior ED visit (mean (SD)) | 1.54 (2.65) | 1.63 (2.21) | 0.70 | |
| 30-day Mortality = 1 (%) | 5 (1.1) | 2 (1.2) | 1.00 | |
| 60-day Mortality = 1 (%) | 10 (2.1) | 3 (1.9) | 1.00 | |
| 90-day Mortality = 1 (%) | 17 (3.6) | 5 (3.1) | 0.97 | |
| 30-day ED Visit = 1 (%) | 127 (26.7) | 29 (18.0) | 0.03 | |
| 60-day ED Visit = 1 (%) | 153 (32.2) | 45 (28.0) | 0.36 | |
| 90-day ED Visit = 1 (%) | 176 (37.1) | 54 (33.5) | 0.48 | |
| 30-day Readmission = 1 (%) | 21 (4.4) | 4 (2.5) | 0.39 | |
| 60-day Hospital Readmission = 1 (%) | 36 (7.6) | 10 (6.2) | 0.69 | |
| 90-day Hospital Readmission = 1 (%) | 44 (9.3) | 15 (9.3) | 1.00 | |
| 14-day PCP visit = 1 (%) | 140 (29.5) | 53 (32.9) | 0.47 | |
| 30-day PCP Visit = 1 (%) | 199 (41.9) | 80 (49.7) | 0.10 | |
ACC Advanced Care Coordination, SD Standard Deviation, ED Emergency Department, PCP Primary Care Physician
Characteristics of eligible patients who did not complete ACC compared to ACC intervention group
| ( | ( | |
| Age (Mean (SD)) | 65.42 (13.57) | 63.47 (15.97) |
| Sex = Female (%) | 16 (5.4) | 16 (9.9) |
| White | 224 (74.9) | 132 (82.0) |
| Black | 56 (18.7) | 19 (11.8) |
| Other | 6 (2.0) | 4 (2.5) |
| Unknown | 13 (4.3) | 6 (3.7) |
| Urban | 208 (69.6) | 129 (80.1) |
| Rural | 81 (27.1) | 32 (19.9) |
| Highly Rural | 10 (3.3) | 0 (0.0) |
| Hypertension = 1(%) | 221 (73.9) | 100 (62.1) |
| Congestive Heart Failure = 1(%) | 87 (29.1) | 18 (11.2) |
| Chronic Pulmonary Disease = 1(%) | 131 (43.8) | 48 (29.8) |
| Diabetes without Chronic Complication = 1(%) | 86 (28.8) | 42 (26.1) |
| Diabetes with Chronic Complications = 1(%) | 94 (31.4) | 36 (22.4) |
| Renal Failure = 1(%) | 69 (23.1) | 25 (15.5) |
| Obesity = 1(%) | 65 (21.7) | 27 (16.8) |
| Weight Loss = 1(%) | 58 (19.4) | 11 (6.8) |
| Fluid and Electrolyte Disorders = 1 (%) | 132 (44.1) | 41 (25.5) |
| AIDS/HIV = 1(%) | 2 (0.7) | 0 (0.0) |
| Alcohol Abuse = 1 (%) | 78 (26.1) | 24 (14.9) |
| Anemia Deficiency = 1(%) | 100 (33.4) | 33 (20.5) |
| Rheumatoid Arthritis = 1(%) | 12 (4.0) | 4 (2.5) |
| Blood Loss Anemia = 1 (%) | 14 (4.7) | 2 (1.2) |
| Coagulopathy = 1 (%) | 50 (16.7) | 10 (6.2) |
| Depression = 1(%) | 105 (35.1) | 38 (23.6) |
| Drug Abuse = 1(%) | 60 (20.1) | 13 (8.1) |
| Hypothyroidism = 1(%) | 50 (16.7) | 19 (11.8) |
| Liver Disease = 1(%) | 57 (19.1) | 27 (16.8) |
| Lymphoma = 1(%) | 10 (3.3) | 4 (2.5) |
| Metastatic Cancer = 1(%) | 15 (5.0) | 3 (1.9) |
| Other Neurological Disorders = 1(%) | 123 (41.1) | 48 (29.8) |
| Paralysis = 1(%) | 24 (8.0) | 12 (7.5) |
| Peripheral Vascular Disease = 1(%) | 74 (24.7) | 26 (16.1) |
| Psychiatric Disorders = 1(%) | 77 (25.8) | 15 (9.3) |
| Pulmonary Circulation Disorder = 1(%) | 21 (7.0) | 2 (1.2) |
| Solid Tumor without Metastasis = 1(%) | 48 (16.1) | 12 (7.5) |
| Peptic Ulcer Disease = 1(%) | 10 (3.3) | 1 (0.6) |
| Valvular Disease = 1(%) | 68 (22.7) | 17 (10.6) |
ACC Advanced Care Coordination, SD Standard Deviation
Figure 1Probability of emergency department visits within 30-days post-discharge
Estimated risk of outcomes between intervention and control groups
| Outcomes | Hazard Ratio | 95% Confidence Interval |
|---|---|---|
| 30-day ED visit | 0.61 | 0.42, 0.92 |
| 30-day Readmission | 0.54 | 0.17, 1.57 |
| PCP visit at 1–12 days | 0.61 | 0.43, 0.88 |
| PCP visit at 13–30 days | 1.50 | 1.01, 2.22 |
| 90-day ED visit | 0.83 | 0.61, 1.13 |
| 90-day Readmission | 1.04 | 0.58, 1.90 |
| 14-day PCP visit | Risk Ratio = 0.94 | 0.84, 1.05 |
ED Emergency Department, PCP Primary Care PhysicianThe hazard ratio shows the estimated ratio of risk in ED visits/PCP visits/readmissions between the ACC intervention and control group. Results indicate that the intervention group had significantly lower risk of having an ED visit within 30-days of discharge when compared to the control group
Estimated Difference-In-Difference for 120-day pre/post discharge for medical care for ACC compared to control group
| Outcomes | Difference-In-Difference Estimate | 95% Confidence Interval | |
|---|---|---|---|
| Number of ED visit | 1.05 | 0.84, 1.31 | 0.66 |
| Number of Hospitalization | 0.84 | 0.69, 1.03 | 0.09 |
| Number of PCP visit | 1.02 | 0.87, 1.19 | 0.79 |
ACC Advanced Care Coordination, ED Emergency Department, PCP Primary Care Physician
When compared to a control group, for the number of ED visits, hospitalizations, and PCP visits there are no significant differences in the results between the ACC intervention group and the control group on their pre/post intervention trend. However, for the 120-day number of hospitalizations the control group had an increasing trend pre/post intervention and the ACC intervention group had a decreasing pre/post intervention trend. This difference in trend was not significant (p = 0.09)
Figure 2Resources utilized to address dual-use veterans’ social determinants of health