Ā | Risk-Adjusted Change in Probability of 30-day | ||
---|---|---|---|
Transitional Care Combination | Readmission, 2010ā14 | ||
Ā | Estimate | St. Error | P value* |
Model 1: Non-Exclusive Combinations Based on Factor Analysis | |||
Factor A: Shared Decision | ā0.0056 | 0.0006 | 0.0127 |
Factor B: Identify High Risk | āā0.0046 | 0.0006 | 0.2989 |
Factor C: Medication Reconciliation | ā0.0053 | 0.0006 | 0.1948 |
Factor D: Care Plan | ā0.0054 | 0.0006 | 0.0521 |
Factor E: Cross-Setting Information Exchange | ā0.0060 | 0.0006 | 0.0040 |
No Factor Used (reference) | ā0.0049 | 0.0003 | Ā |
Model 2: Mutually Exclusive Combinations Based on Factor Analysis (ordered by magnitude) | |||
Factors Aā+āBā+āCā+āE | ā0.0106 | 0.0017 | 0.0001 |
Factors Aā+āCā+āDā+āE | ā0.0096 | 0.0024 | 0.0149 |
Factors Bā+āCā+āDā+āE | ā0.0089 | 0.0020 | 0.0117 |
Factors Bā+āCā+āE | ā0.0080 | 0.0014 | 0.0007 |
Factors Aā+āB | ā0.0071 | 0.0030 | 0.3891 |
Factors Aā+āBā+āD | ā0.0070 | 0.0016 | 0.0665 |
Factors Aā+āBā+āDā+āE | ā0.0070 | 0.0016 | 0.0870 |
Factors Aā+āBā+āCā+āDā+āE | ā0.0070 | 0.0012 | 0.0033 |
Factors Aā+āBā+āCā+āD | ā0.0066 | 0.0011 | 0.0093 |
Factors Cā+āD | ā0.0065 | 0.0011 | 0.0209 |
Factors Aā+āCā+āD | ā0.0065 | 0.0010 | 0.0088 |
Factor A alone | ā0.0064 | 0.0011 | 0.0317 |
Factor D alone | ā0.0064 | 0.0014 | 0.1272 |
Factors Aā+āBā+āC | ā0.0059 | 0.0016 | 0.3755 |
Factors Bā+āE | ā0.0058 | 0.0016 | 0.4562 |
Factors Aā+āC | ā0.0058 | 0.0011 | 0.1960 |
Factors Bā+āD | ā0.0056 | 0.0017 | 0.6053 |
Factors Aā+āD | ā0.0055 | 0.0012 | 0.3749 |
Factor C alone | ā0.0054 | 0.0011 | 0.4658 |
Factors Dā+āE | ā0.0048 | 0.0019 | 0.9495 |
Factors Bā+āDā+āE | ā0.0048 | 0.0021 | 0.9340 |
Factors Cā+āE | ā0.0041 | 0.0038 | 0.8056 |
Factors Bā+āCā+āD | ā0.0040 | 0.0014 | 0.3056 |
Factors Cā+āDā+āE | ā0.0033 | 0.0023 | 0.3752 |
Factor B alone | ā0.0032 | 0.0024 | 0.3514 |
Factors Aā+āDā+āE | ā0.0017 | 0.0018 | 0.1180 |
Factors Bā+āC | 0.0014 | 0.0015 | 0.0001 |
No Factors Used (reference) | ā0.0049 | 0.0005 | Ā |
Model 3: Mutually Exclusive Combinations Based on Latent Class Analysis | |||
Class A: Broad Spectrum | ā0.0031 | 0.0013 | 0.0192 |
Class B: Intermediate with Care Plan | ā0.0057 | 0.0011 | 0.9680 |
Class C: Intermediate with Shared Decision | ā0.0100 | 0.0010 | 0.0001 |
Class D: Intermediate with Medication Reconciliation | ā0.0025 | 0.0009 | 0.0001 |
Class E: Intermediate with Interdisciplinary Teams | ā0.0061 | 0.0008 | 0.5966 |
Class F: Intermediate with Referral to Community Services | ā0.0071 | 0.0005 | 0.0006 |
Class G: Narrow Spectrum (Reference) | ā0.0058 | 0.0001 | Ā |
Model 4: Hospital random effects and time trend only | |||
Full sample | ā0.0028 | 0.0001 | 0.0010 |
Model Diagnostics | -2Ln(L) | AIC | BIC |
Model 1 | 2,916,257 | 2,916,261 | 2,916,268 |
Model 2 | 2,916,684 | 2,916,688 | 2,916,695 |
Model 3 | 2,916,261 | 2,916,265 | 2,916,273 |
Model 4 | 3,049,854 | 3,049,858 | 3,049,866 |