| Literature DB >> 31387443 |
Berkeley Franz1, Cory E Cronin2, Alexandra Wainwright3, José A Pagán4.
Abstract
Objectives: To assess the strategies that nonprofit hospitals are adopting to address opioid abuse after requirements for community engagement expanded in the Affordable Care Act.Entities:
Keywords: Affordable Care Act; hospitals; nonprofit; opioids; policy
Mesh:
Year: 2019 PMID: 31387443 PMCID: PMC6686324 DOI: 10.1177/2150132719863611
Source DB: PubMed Journal: J Prim Care Community Health ISSN: 2150-1319
Figure 1.How many strategies are hospitals implementing to address opioid abuse? N = 295.
Negative Binomial Regression: Number of Strategies Hospitals Implement Associated With Opioid Use (N = 296).
| 95% Confidence Interval | |||||
|---|---|---|---|---|---|
| Incidence Rate Ratio | Standard Error |
| Lower Limit | Upper Limit | |
| System member | 1.04 | 0.10 | 0.648 | 0.87 | 1.25 |
| Teaching | 0.96 | 0.15 | 0.794 | 0.71 | 1.31 |
| Hospital beds: ≤50 | 0.88 | 0.13 | 0.379 | 0.66 | 1.17 |
| Hospital beds: 51-199 | 0.83 | 0.11 | 0.169 | 0.65 | 1.08 |
| Hospital beds: 200-399 | 0.92 | 0.12 | 0.553 | 0.71 | 1.20 |
| County poverty | 0.95 | 0.04 | 0.242 | 0.88 | 1.03 |
| County uninsured | 0.89 | 0.05 | 0.048 | 0.79 | 1.00 |
| State expanded Medicaid | 0.81 | 0.11 | 0.106 | 0.62 | 1.05 |
| State policy: Risk education | 0.82 | 0.08 | 0.040 | 0.68 | 0.99 |
| State policy: Prescription education | 0.91 | 0.09 | 0.354 | 0.75 | 1.11 |
| State policy: Medication-assisted treatment funding | 0.79 | 0.10 | 0.066 | 0.62 | 1.02 |
| State policy: Naloxone access | 0.93 | 0.11 | 0.576 | 0.73 | 1.19 |
| State policy: Prescription reporting | 1.09 | 0.14 | 0.483 | 0.86 | 1.39 |
| State policy: Pain regulation | 1.37 | 0.18 | 0.019 | 1.05 | 1.77 |
| State policy: Prescriber guidelines | 1.25 | 0.13 | 0.027 | 1.03 | 1.53 |
| Rural location | 1.04 | 0.11 | 0.679 | 0.85 | 1.27 |
| Region: Northeast | 1.44 | 0.24 | 0.027 | 1.04 | 1.99 |
| Region: Midwest | 0.86 | 0.12 | 0.261 | 0.66 | 1.12 |
| Region: West | 1.19 | 0.19 | 0.280 | 0.87 | 1.64 |
Descriptive Statistics N = 296.
| Hospitals That Initiate New Strategy | Hospitals That Continue Existing Strategy | Hospitals That Expand Existing Strategy | Hospitals That Primarily Partner on Strategy | Total Sample | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| n | % | n | % | n | % | n | % | n | % | ||
| Number of hospitals | 229 | 77 | 48 | 16 | 73 | 25 | 159 | 54 | 296 | ||
| Approach: Clinical | 187 | 82 | 40 | 83 | 59 | 81 | 110 | 69 | 215 | 73 | |
| Approach: Harm reduction | 17 | 7 | 7 | 15 | 10 | 14 | 22 | 14 | 28 | 9 | |
| Approach: Prescriber guidelines | 26 | 11 | 7 | 15 | 10 | 14 | 15 | 9 | 27 | 9 | |
| Approach: Risk education | 122 | 53 | 23 | 48 | 46 | 63 | 80 | 50 | 139 | 47 | |
| Approach: Social determinants | 26 | 11 | 9 | 19 | 9 | 12 | 23 | 14 | 31 | 10 | |
| Approach: Policy | 17 | 7 | 9 | 19 | 10 | 14 | 15 | 9 | 19 | 6 | |
| Approach: Community coalition | 82 | 36 | 23 | 48 | 31 | 42 | 91 | 57 | 113 | 38 | |
| Approach: System member | 170 | 74 | 35 | 73 | 53 | 73 | 117 | 74 | 218 | 74 | |
| Approach: Teaching | 22 | 10 | 6 | 13 | 7 | 10 | 12 | 8 | 25 | 8 | |
| Hospital beds: ≤50 | 56 | 24 | 11 | 23 | 18 | 25 | 44 | 28 | 74 | 25 | |
| Hospital beds: 50-199 | 79 | 34 | 14 | 29 | 26 | 36 | 57 | 36 | 106 | 36 | |
| Hospital beds: 200-399 | 54 | 24 | 15 | 31 | 12 | 16 | 35 | 22 | 68 | 23 | |
| Hospital beds: 400+ | 37 | 16 | 7 | 15 | 16 | 22 | 21 | 13 | 43 | 15 | |
| County poverty | |||||||||||
| 1 | 85 | 37 | 17 | 35 | 35 | 48 | 60 | 38 | 111 | 38 | |
| 2 | 67 | 29 | 13 | 27 | 16 | 22 | 37 | 23 | 78 | 26 | |
| 3 | 52 | 23 | 11 | 23 | 17 | 23 | 38 | 24 | 70 | 24 | |
| 4 | 24 | 10 | 7 | 15 | 4 | 5 | 23 | 14 | 36 | 12 | |
| County uninsured | |||||||||||
| 1 | 102 | 45 | 27 | 56 | 39 | 53 | 73 | 46 | 133 | 45 | |
| 2 | 70 | 31 | 13 | 27 | 22 | 30 | 40 | 25 | 90 | 30 | |
| 3 | 42 | 18 | 6 | 13 | 8 | 11 | 37 | 23 | 55 | 19 | |
| 4 | 14 | 6 | 2 | 4 | 3 | 4 | 8 | 5 | 17 | 6 | |
| Rural location | 77 | 34 | 19 | 40 | 28 | 38 | 55 | 35 | 103 | 35 | |
| Region: Northeast | 65 | 28 | 19 | 40 | 32 | 44 | 38 | 24 | 79 | 27 | |
| Region: Midwest | 75 | 33 | 14 | 29 | 20 | 27 | 47 | 30 | 98 | 33 | |
| Region: West | 48 | 21 | 9 | 19 | 10 | 14 | 43 | 27 | 67 | 23 | |
| Region: South | 40 | 17 | 6 | 13 | 11 | 15 | 30 | 19 | 51 | 17 | |
| State policies | |||||||||||
| State expanded Medicaid | 169 | 74 | 42 | 88 | 61 | 84 | 117 | 74 | 221 | 75 | |
| State policy: Risk education | 130 | 57 | 24 | 50 | 43 | 59 | 93 | 58 | 166 | 56 | |
| State policy: Prescription education | 147 | 64 | 31 | 65 | 42 | 58 | 109 | 69 | 200 | 68 | |
| State policy: MAT funding | 165 | 72 | 35 | 73 | 54 | 74 | 110 | 69 | 218 | 74 | |
| State policy: Naloxone access | 163 | 71 | 35 | 73 | 52 | 71 | 111 | 70 | 213 | 72 | |
| State policy: Prescription reporting | 125 | 55 | 26 | 54 | 43 | 59 | 84 | 53 | 158 | 53 | |
| State policy: Pain regulation | 57 | 25 | 8 | 17 | 11 | 15 | 45 | 28 | 74 | 25 | |
| State policy: Prescriber guidelines | 122 | 53 | 29 | 60 | 39 | 53 | 90 | 57 | 159 | 54 | |
Logistic Regression Characterization of Type of Programming Strategy by Hospital and Community Characteristics (N = 296).
| Initiate New Program | Partner on Strategy | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Odds Ratio | Standard Error |
| 95% Confidence Interval | Odds Ratio | Standard Error |
| 95% Confidence Interval | |||
| Lower Limit | Upper Limit | Lower Limit | Upper Limit | |||||||
| Approach: Clinic | 28.26 | 14.99 | 0.000 | 10.00 | 79.90 | 1.03 | 0.35 | 0.930 | 0.53 | 1.99 |
| Approach: Harm reduction | 23.23 | 30.90 | 0.018 | 1.71 | 314.98 | 4.37 | 2.35 | 0.006 | 1.53 | 12.53 |
| Approach: Prescriber guidelines | 6.83 | 7.70 | 0.088 | 0.75 | 62.16 | 1.06 | 0.55 | 0.904 | 0.39 | 2.90 |
| Approach: Risk education | 11.51 | 6.02 | 0.000 | 4.13 | 32.07 | 1.24 | 0.36 | 0.467 | 0.70 | 2.20 |
| Approach: Social determinants | 2.54 | 1.98 | 0.230 | 0.55 | 11.66 | 4.34 | 2.13 | 0.003 | 1.66 | 11.34 |
| Approach: Policy | 2.44 | 2.72 | 0.426 | 0.27 | 21.82 | 3.31 | 2.20 | 0.073 | 0.90 | 12.21 |
| Approach: Community coalition | 1.41 | 0.54 | 0.378 | 0.66 | 3.00 | 9.88 | 3.22 | 0.000 | 5.22 | 18.71 |
| System member | 1.53 | 0.66 | 0.328 | 0.65 | 3.58 | 0.81 | 0.28 | 0.554 | 0.41 | 1.61 |
| Teaching | 2.01 | 1.67 | 0.400 | 0.40 | 10.23 | 1.06 | 0.61 | 0.920 | 0.34 | 3.29 |
| Hospital beds: ≤50 | 0.65 | 0.45 | 0.536 | 0.16 | 2.57 | 1.81 | 1.02 | 0.290 | 0.60 | 5.44 |
| Hospital beds: 51-199 | 0.73 | 0.45 | 0.613 | 0.22 | 2.46 | 1.04 | 0.51 | 0.940 | 0.40 | 2.72 |
| Hospital beds: 200-399 | 0.89 | 0.55 | 0.851 | 0.26 | 3.01 | 1.06 | 0.51 | 0.906 | 0.41 | 2.73 |
| County poverty | 0.78 | 0.14 | 0.166 | 0.55 | 1.11 | 1.25 | 0.19 | 0.137 | 0.93 | 1.68 |
| County uninsured | 1.57 | 0.38 | 0.064 | 0.97 | 2.53 | 0.86 | 0.16 | 0.424 | 0.59 | 1.25 |
| Rural location | 1.00 | 0.49 | 0.997 | 0.38 | 2.61 | 0.62 | 0.24 | 0.210 | 0.30 | 1.31 |
| Region: Northeast | 1.42 | 0.91 | 0.580 | 0.41 | 4.95 | 0.37 | 0.18 | 0.044 | 0.14 | 0.97 |
| Region: Midwest | 1.24 | 0.74 | 0.722 | 0.38 | 3.97 | 0.46 | 0.21 | 0.097 | 0.19 | 1.15 |
| Region: West | 0.77 | 0.43 | 0.643 | 0.26 | 2.32 | 0.88 | 0.40 | 0.772 | 0.36 | 2.16 |
| Pseudo | Pseudo | |||||||||
| Expand Existing Programming | Continue Existing Programming | |||||||||
| Standard Error |
| 95% Confidence Interval | Odds Ratio | Standard Error |
| 95% Confidence Interval | ||||
| Odds Ratio | Lower Limit | Upper Limit | Lower Limit | Upper Limit | ||||||
| Approach: Clinic | 2.52 | 0.98 | 0.017 | 1.18 | 5.40 | 2.28 | 1.03 | 0.068 | 0.94 | 5.52 |
| Approach: Harm reduction | 0.94 | 0.47 | 0.905 | 0.35 | 2.52 | 1.27 | 0.75 | 0.683 | 0.40 | 4.02 |
| Approach: Prescriber guidelines | 1.54 | 0.76 | 0.376 | 0.59 | 4.04 | 2.11 | 1.18 | 0.181 | 0.71 | 6.29 |
| Approach: Risk education | 2.55 | 0.81 | 0.003 | 1.36 | 4.77 | 0.86 | 0.31 | 0.680 | 0.42 | 1.76 |
| Approach: Social determinants | 1.04 | 0.54 | 0.935 | 0.38 | 2.90 | 2.28 | 1.17 | 0.109 | 0.83 | 6.24 |
| Approach: Policy | 3.46 | 1.92 | 0.026 | 1.16 | 10.28 | 5.02 | 2.91 | 0.005 | 1.61 | 15.62 |
| Approach: Community coalition | 1.42 | 0.45 | 0.265 | 0.77 | 2.64 | 2.18 | 0.79 | 0.031 | 1.08 | 4.43 |
| System member | 1.37 | 0.51 | 0.402 | 0.66 | 2.85 | 1.54 | 0.66 | 0.309 | 0.67 | 3.55 |
| Teaching | 0.47 | 0.29 | 0.227 | 0.14 | 1.60 | 1.23 | 0.82 | 0.761 | 0.33 | 4.53 |
| Hospital beds: ≤50 | 0.36 | 0.21 | 0.075 | 0.12 | 1.11 | 0.61 | 0.44 | 0.495 | 0.15 | 2.49 |
| Hospital beds: 51-199 | 0.43 | 0.21 | 0.086 | 0.16 | 1.13 | 0.77 | 0.49 | 0.681 | 0.22 | 2.66 |
| Hospital beds: 200-399 | 0.24 | 0.13 | 0.008 | 0.08 | 0.69 | 1.68 | 0.98 | 0.372 | 0.54 | 5.25 |
| County poverty | 0.77 | 0.13 | 0.110 | 0.56 | 1.06 | 1.28 | 0.23 | 0.176 | 0.90 | 1.83 |
| County uninsured | 0.77 | 0.17 | 0.227 | 0.51 | 1.18 | 0.64 | 0.16 | 0.076 | 0.39 | 1.05 |
| Rural location | 1.52 | 0.60 | 0.293 | 0.70 | 3.30 | 2.48 | 1.18 | 0.056 | 0.98 | 6.29 |
| Region: Northeast | 2.18 | 1.09 | 0.120 | 0.82 | 5.81 | 1.63 | 1.01 | 0.426 | 0.49 | 5.48 |
| Region: Midwest | 0.63 | 0.32 | 0.356 | 0.23 | 1.69 | 0.98 | 0.60 | 0.971 | 0.30 | 3.23 |
| Region: West | 0.51 | 0.28 | 0.213 | 0.18 | 1.47 | 1.17 | 0.72 | 0.797 | 0.35 | 3.90 |
| Pseudo | Pseudo | |||||||||