Fixed effects | HbA1c | SBP | LDL-C | |||
---|---|---|---|---|---|---|
Coefficient (95% CI) | p-value | Coefficient (95% CI) | p-value | Coefficient (95% CI) | p-value | |
Patient level | ||||||
 Age (years) | − 0.04(− 0.05, − 0.03)) | *** | 0.08(0.01, 0.15) | * | − 0.007(− 0.01, − 0.003) | ** |
 Male sex | − 0.04(− 0.19, 0.10) |  | −1.92(−3.22, − 0.63) | ** | − 0.05(− 0.12, 0.03) |  |
 Malay ethnicity | 0.01(− 0.15, 0.18) |  | 1.85(0.35, 3.35) | * | 0.27(0.18, 0.36) | *** |
 Duration of diabetes (years) | 0.05(0.04, 0.07) | *** | − 0.09(− 0.21, 0.04) |  | − 0.01(− 0.02, − 0.003) | ** |
 Body mass index | 0.004(− 0.01, 0.02) |  | 0.06(− 0.06, 0.17) |  | − 0.01(− 0.02, − 0.004) | ** |
 HbA1c | – |  | −0.22(− 0.54, 0.11) |  | 0.07(0.05, 0.09) | *** |
 SBP | − 0.005(− 0.009, − 0.001) | ** | – |  | 0.002(0.0001, 0.004) | * |
 LDL-C | 0.23(0.16, 0.29) | *** | 0.67(0.07, 1.26) | * | – |  |
 Hypertension | – |  | 2.64(0.85, 4.43) | ** | – |  |
 Hyperlipidaemia | – |  | – |  | 0.04(−0.04, 0.13) |  |
 Microvascular complication | 0.21(0.03, 0.38) | * | 1.79(0.19, 3.38) | * | −0.10(− 0.19, − 0.0001) |  |
 Macrovascular complication | − 0.07(− 0.34, 0.20) |  | −1.23(−3.64, 1.18) |  | −0.14(− 0.28, 0.01) |  |
 Insulin | 1.81(1.65, 1.98) | *** | 0.25(−1.31, 1.81) |  | −0.01(− 0.11, 0.08) |  |
 Number of antihypertensive(s) | – |  | 4.43(3.76, 5.10) | *** | 0.03(−0.01, 0.07) |  |
 ACEI/ARB | 0.05(−0.10, 0.20) |  | – |  | – |  |
 Statin | −0.06(− 0.24, 0.12) |  | −2.56(−4.17, − 0.29) | ** | −0.01(− 0.11, 0.09) |  |
Clinic level | ||||||
 Urban geographical location | −0.11(− 0.41, 0.19) |  | −3.03(−7.12, 1.05) |  | 0.04(− 0.12, 0.19) |  |
 Daily attendances | −0.0003(− 0.001, 0.001) |  | 0.01(− 0.01, 0.02) |  | 0.00003(− 0.0004, 0.0005) |  |
 Family medicine specialist available | −0.05(− 0.40, 0.30) |  | − 0.41(−5.20, 4.39) |  | −0.04(− 0.23, 0.14) |  |
 Diabetes educator available | −0.15(− 0.41, 0.12) |  | 0.03(−3.68, 3.73) |  | − 0.04(− 0.18, 0.10) |  |
 Diabetes medication adherence service available | − 0.04(− 0.40, 0.33) |  | 2.04(−2.99, 7.07) |  | −0.13(− 0.33, 0.06) |  |
Goodness of fit | ||||||
 Deviancea | 12,242 |  | 25,193 |  | 8551 |  |
 Deviance change from empty model | − 900 |  | − 384 |  | − 148 |  |