| Literature DB >> 26849561 |
Mark Brennan-Ing1,2, Liz Seidel1,3, Leslie Rodgers4, Jerome Ernst1,5, Doug Wirth5, Daniel Tietz6, Antonio Morretti7, Stephen E Karpiak1,2.
Abstract
In 1990, New York State instituted Comprehensive Medicaid Case Management, also known as Target Case Management (TCM), for people dealing with multiple comorbid conditions, including HIV. The goal of TCM is to assist clients in navigating the health care system to increase care engagement and treatment adherence for individuals with complex needs. HIV-positive individuals engaged in care are more likely to be virally suppressed, improving clinical outcomes and decreasing chances of HIV transmission. The purpose of this study was to understand the impact of TCM management on outcomes for people with HIV. Data were obtained from Amida Care, which operates not-for-profit managed care Medicaid and Medicare Special Needs Plans (SNPs) for HIV clients. Changes in clinical, cost, as well as medical and pharmacy utilization data among TCM clients were examined between January 2011 through September 2012 from the start of case management enrollment through the end of the study period (i.e., up to 6 months after disenrollment). Additionally, CD4 counts were compared between Amida Care TCM clients and non-TCM clients. Notable findings include increased CD4 counts for TCM clients over the one-year study period, achieving parity with non-TCM clients (i.e., Mean CD4 count > 500). When looking exclusively at TCM clients, there were increases in medication costs over time, which were concomitant with increased care engagement. Current findings demonstrate that TCM is able to achieve its goals of improving care engagement and treatment adherence. Subsequent policy changes resulting from the Affordable Care Act and the New York State Medicaid Redesign have made the Health Home the administrator of TCM services. Government entities charged with securing and managing TCM and care coordination for people with HIV should provide thoughtful and reasonable guidance and oversight in order to maintain optimal clinical outcomes for TCM clients and reduce the transmission of HIV.Entities:
Mesh:
Year: 2016 PMID: 26849561 PMCID: PMC4744022 DOI: 10.1371/journal.pone.0148865
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Change in IMPACT PRO Risk Scores over TCM Enrollment Period.
| First Risk Score | Final Risk Score | ||||
|---|---|---|---|---|---|
| N | Mean | SD | Mean | SD | |
| Long-Moderate | 471 | 7.06 | 4.73 | 8.62 | 4.86 |
| Moderate-Moderate | 169 | 7.49 | 4.12 | 8.55 | 4.03 |
| Low Intensity | 178 | 8.33 | 4.18 | 9.47 | 4.31 |
| High Intensity | 441 | 7.26 | 3.59 | 8.49 | 4.40 |
| Total | 1259 | 7.36 | 4.21 | 8.68 | 4.52 |
Note. Multivariate: F (7,2708) = 11.82, p < .001. Differences by Time: F (1,2708) = 43.55, p < .001. Differences by TCM Pattern Group: F (3,2708) = 6.05, p < .001. TCM Group X Time: F (3,2708) = 0.46, NS.
Change in Total Costs and Medication Costs over TCM Enrollment Period.
| Initial Costs ($) | Final Costs ($) | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Medication | Total | Medication | Total | ||||||
| N | Mean | SD | Mean | SD | Mean | SD | Mean | SD | |
| Long-Moderate | 471 | 11,441 | 13,761 | 20,171 | 22,566 | 28,066 | 15,378 | 37,755 | 27,493 |
| Moderate-Moderate | 169 | 9,792 | 9,854 | 20,582 | 24,979 | 28,187 | 17,490 | 38,028 | 25,472 |
| Low Intensity | 178 | 9,616 | 7,369 | 22,633 | 22,297 | 28,617 | 13,147 | 42,076 | 32,800 |
| High Intensity | 441 | 11,071 | 11,510 | 20,162 | 19,374 | 29,287 | 29,682 | 37,796 | 39,825 |
| Total | 1,259 | 10,857 | 11,791 | 20,537 | 21,726 | 28,590 | 21,461 | 38,404 | 32,788 |
Note. Multivariate: F (14,5414) = 54.64, p < .001. Differences by Time: F (2,2707) = 320.13, p < .001. Differences by TCM Pattern Group: F (6,5414) = 4.10, p < .001. TCM Group X Time: F (6,5414) = 0.68, NS.
Number of Visits by Type: Emergency Room, Inpatient, Mental Health, Out-patient and Primary Care.
| Type of Visit | Long-Moderate | Moderate-Moderate | Low Intensity | High Intensity | Total | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| M | SD | M | SD | M | SD | M | SD | M | SD | |
| Emergency Room | 1.48 | 2.61 | 1.46 | 2.59 | 2.53 | 3.64 | 1.74 | 2.93 | 1.70 | 2.88 |
| In-patient | .85 | 2.09 | .91 | 1.80 | 1.06 | 2.00 | .94 | 2.13 | .91 | 2.06 |
| Mental Health | 7.16 | 13.49 | 6.96 | 11.08 | 6.16 | 7.68 | 5.71 | 11.37 | 6.52 | 11.92 |
| Out-patient | 1.96 | 5.30 | 1.91 | 5.06 | .76 | 1.87 | 2.01 | 5.06 | 1.82 | 4.89 |
| Primary Care | 12.01 | 8.60 | 12.85 | 8.72 | 14.19 | 8.08 | 12.73 | 8.16 | 12.62 | 8.41 |
Note. Long-Moderate N = 360; Moderate-Moderate N = 92; Low Intensity N = 108; High Intensity N = 283; Total N = 843. Multivariate: F (15,2511) = 2.13, p < .01.
Ratio of Visits by Type of Visit: Emergency Room, In-patient, Mental Health, Out-patient, and Primary Care.
| Type of Visit | Long-Moderate | Moderate-Moderate | Low Intensity | High Intensity | Total | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| M | SD | M | SD | M | SD | M | SD | M | SD | |
| Emergency Room | .08 | .15 | .07 | .11 | .11 | .16 | .08 | .13 | .08 | .14 |
| In-patient | .04 | .09 | .03 | .07 | .04 | .08 | .04 | .07 | .04 | .08 |
| Mental Health | .19 | .21 | .20 | .22 | .19 | .18 | .17 | .20 | .19 | .1 |
| Out-patient | .05 | .10 | .04 | .10 | .02 | .05 | .06 | .13 | .05 | .12 |
| Primary Care | .65 | .28 | .65 | .28 | .63 | .24 | .65 | .27 | .65 | .27 |
Note. Long-Moderate N = 360; Moderate-Moderate N = 92; Low Intensity N = 108; High Intensity N = 283; Total N = 843. Multivariate: F (12,2514) = 1.73, NS.
Median Time between Visits by Type of Visit: Emergency Room, In-patient, Mental Health, Out-patient, and Primary Care.
| Type of Visit | Long-Moderate | Moderate-Moderate | Low Intensity | High Intensity | Total | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N | M | SD | N | M | SD | N | M | SD | N | M | SD | N | M | SD | |
| All Kinds of Visits | 355 | 20.8 | 17.1 | 91 | 22.7 | 16.8 | 108 | 20.2 | 13.9 | 283 | 21.1 | 16.7 | 837 | 21.0 | 16.6 |
| Emerg-ency Room | 231 | 30.3 | 23.6 | 58 | 35.1 | 24.1 | 83 | 30.9 | 23.5 | 166 | 32.4 | 24.9 | 538 | 31.6 | 24.0 |
| In-patient | 219 | 29.4 | 25.3 | 52 | 31.5 | 26.2 | 67 | 37.6 | 27.9 | 159 | 29.0 | 25.0 | 497 | 30.6 | 25.8 |
| Mental Health | 300 | 26.8 | 22.3 | 66 | 24.4 | 19.0 | 95 | 25.7 | 22.6 | 226 | 25.5 | 20.5 | 687 | 26.0 | 21.4 |
| Out-patient | 285 | 16.9 | 16.5 | 71 | 16.7 | 16.0 | 72 | 18.8 | 15.9 | 207 | 19.4 | 18.3 | 608 | 18.0 | 17.0 |
| Primary Care | 351 | 31.6 | 18.2 | 88 | 32.9 | 16.2 | 104 | 32.0 | 14.8 | 275 | 35.0 | 20.3 | 818 | 33.0 | 18.5 |
Note. All Kinds of Visits: F (3,833) = .43, NS. Emergency Room: F (3,534) = .71, NS. In-patient: F (3,493) = 2.05, NS. Mental Health: F (3,683) = .31, NS. Out-patient: F (3,604) = .98, NS. Primary Care: F (3,814) = 1.87, NS.
Change in Prescriptions for Psychotropic: First 3 Months vs. Last 3 Months.
| First 3 Months | Last 3 Months | ||||
|---|---|---|---|---|---|
| N | Mean | SD | Mean | SD | |
| Long-Moderate | 727 | 0.39 | 1.25 | 0.45 | 1.33 |
| Moderate-Moderate | 185 | 0.58 | 1.70 | 0.52 | 1.61 |
| Low Intensity | 207 | 0.58 | 1.59 | 0.36 | 1.01 |
| High Intensity | 605 | 0.56 | 1.48 | 0.53 | 1.36 |
| Total | 1926 | 0.45 | 1.36 | 0.46 | 1.30 |
Note. Multivariate: F (9,3446) = 1.33, p = .22. Differences by Time: F (1,3446) = 0.08, p = .78. Differences by TCM Pattern Group: F (4,3446) = 2.18, p = .07. TCM Group X Time: F (4,3446) = 0.71, p = .59.
Change in Prescriptions for ARV Medications: First 3 Months vs. Last 3 Months.
| First 3 Months | Last 3 Months | ||||
|---|---|---|---|---|---|
| N | Mean | SD | Mean | SD | |
| Long-Moderate | 727 | 4.39 | 4.40 | 4.80 | 3.98 |
| Moderate-Moderate | 185 | 5.75 | 4.07 | 5.16 | 3.94 |
| Low Intensity | 207 | 6.18 | 4.64 | 5.49 | 3.88 |
| High Intensity | 605 | 4.96 | 4.20 | 4.98 | 4.07 |
| Total | 1926 | 4.55 | 4.41 | 4.89 | 4.01 |
Note. Multivariate: F (9,3446) = 54.64, p < .001. Differences by Time: F (1,3446) = 0.98, p = .32. Differences by TCM Pattern Group: F (4,3446) = 8.36, p < .001. TCM Group X Time: F (4,3446) = 1.87, p = .11.
Change in CD4 Count over TCM Enrollment and Follow-up Period: TCM Clients.
| First CD4 | Intermediate CD4 | Final Study CD4 | |||||
|---|---|---|---|---|---|---|---|
| N | Mean | SD | Mean | SD | Mean | SD | |
| Long-Moderate | 356 | 295.06 | 159.89 | 299.22 | 165.93 | 500.29 | 323.61 |
| Moderate-Moderate | 91 | 277.70 | 162.18 | 282.13 | 163.09 | 545.37 | 306.63 |
| Low Intensity | 108 | 298.89 | 159.84 | 313.07 | 156.81 | 462.71 | 281.41 |
| High Intensity | 283 | 280.45 | 161.75 | 289.39 | 155.33 | 508.01 | 321.77 |
| Total | 838 | 288.74 | 160.68 | 295.83 | 160.90 | 502.95 | 316.15 |
Note. Multivariate: F (11,2839) = 39.31, p < .001. Differences by Time: F (2,2839) = 157.31, p < .001. Differences by TCM Pattern Group: F (3,2839) = 0.38, NS. TCM Group X Time: F (6,2839) = 1.34, NS.
Comparison of Change in CD4 Count over TCM Enrollment: TCM and Non-TCM Clients.
| First CD4 | Intermediate CD4 | Final Study CD4 | |||||
|---|---|---|---|---|---|---|---|
| N | Mean | SD | Mean | SD | Mean | SD | |
| TCM Clients | 838 | 288.74 | 160.68 | 295.83 | 160.90 | 502.95 | 316.15 |
| Non-TCM Clients | 937 | 514.40 | 287.59 | 515.20 | 286.77 | 525.14 | 287.15 |
Note. Multivariate F (5,5656) = 161.62, p < .001. Differences by Time: F (2,5656) = 91.99, p < .001. Differences by TCM Utilization Group: F (1,5656) = 539.78, p < .001. TCM Group X Time: F (2,5656) = 73.76, p < .001.