Table 2.
Segmented Regression Analysis: Changes in Diabetes Medication Prescribing in the Intervention Cohort of Detailed Prescribers
Prescribing metric | Parameter | Description | Parameter estimate | Standard error | t-statistic | P value |
---|---|---|---|---|---|---|
Proportion of patients with diabetes who received metformin | β0 | Intercept: baseline level | 0.3895 | 0.0025 | 157.36 | <.0001 |
β1 | Preintervention slope: baseline trend | 0.0043 | 0.0003 | 12.92 | <.0001 | |
β2 | Level change immediately after intervention | –0.0100 | 0.0033 | –3.04 | .0065 | |
β3 | Change in trend over time after intervention | –0.0034 | 0.0005 | –7.15 | <.0001 | |
Proportion of patients with diabetes and hypertension who received an ACE inhibitor or an ARB | β0 | Intercept: baseline level | 0.7084 | 0.0026 | 270.36 | <.0001 |
β1 | Preintervention slope: baseline trend | 0.0002 | 0.0004 | 0.68 | .5074 | |
β2 | Level change immediately after intervention | 0.0155 | 0.0035 | 4.43 | .0003 | |
β3 | Change in trend over time after intervention | –0.0035 | 0.0005 | –6.99 | <.0001 | |
Proportion of patients with diabetes who received a statin | β0 | Intercept: baseline level | 0.5447 | 0.0041 | 131.47 | <.0001 |
β1 | Preintervention slope: baseline trend | 0.0020 | 0.0006 | 3.58 | .0019 | |
β2 | Level change immediately after intervention | –0.0190 | 0.0055 | –3.44 | .0026 | |
β3 | Change in trend over time after intervention | –0.0035 | 0.0008 | –4.34 | .0003 | |
Proportion of sulfonylurea prescriptions for long-acting agents | β0 | Intercept: baseline level | 0.3283 | 0.0056 | 58.97 | <.0001 |
β1 | Preintervention slope: baseline trend | –0.0076 | 0.0008 | –10.03 | <.0001 | |
β2 | Level change immediately after intervention | 0.0040 | 0.0074 | 0.53 | .6003 | |
β3 | Change in trend over time after intervention | 0.0025 | 0.0011 | 2.31 | .0314 |
ACE indicates angiotensin-converting enzyme; ARB, angiotensin receptor blocker.