Table 4.
Decomposition Results for Severe Complications of Diabetes Mellitus
CHF and/or AMI | Stroke | Amputation | ESRD | |||||
---|---|---|---|---|---|---|---|---|
|
||||||||
Predicted probability 20121 | 0.0893** | 0.0138** | 0.0031** | 0.0262** | ||||
Predicted probability 1992 | 0.1156** | 0.0299** | 0.0095** | 0.0112** | ||||
Total change in probability: 2012 v. 1992 | −0.0263** | −0.0161** | −0.0064** | 0.0150** | ||||
|
||||||||
Change in Probability | ||||||||
Explained | Unexplained | Explained | Unexplained | Explained | Unexplained | Explained | Unexplained | |
|
||||||||
Combined contribution to total change in probability: explained v. unexplained | 0.0282** | −0.0545** | 0.0003 | −0.0163** | 0.0024** | −0.0089** | 0.0268** | −0.0118** |
Utilization of recommended health care services | −0.0272** | −0.0050** | −0.0071** | 0.0000 | −0.0049** | 0.0009** | −0.0056** | −0.0023** |
Population Composition | ||||||||
Cardiovascular complication, less severe | 0.0027** | −0.0176** | 0.0001** | −0.0014** | 0.0000** | −0.0001 | 0.0001** | 0.0045** |
Cerebrovascular complication, less severe | −0.0004** | 0.0014** | −0.0010** | −0.0015** | 0.0000 | 0.0000 | 0.0000 | 0.0003** |
Lower extremity complication, less severe | 0.0039** | −0.0036** | 0.0007** | −0.0014** | 0.0050** | −0.0113** | 0.0006** | 0.0007* |
Renal complication, less severe | 0.0424** | −0.0246** | 0.0023** | −0.0020** | 0.0032** | −0.0030** | 0.0352** | −0.0258** |
Ocular complication, less severe | 0.0001* | −0.0002 | 0.0000 | 0.0000 | 0.0000 | 0.0001 | 0.0001** | 0.0023** |
Insulin dependence | 0.0036** | −0.0143** | 0.0009** | −0.0047** | 0.0003** | −0.0016** | 0.0000 | 0.0059** |
Charlson index | 0.0017** | 0.0043** | 0.0010** | −0.0041** | 0.0002** | −0.0010** | 0.0001** | 0.0035** |
Hypertension | 0.0051** | 0.0041* | 0.0048** | −0.0071** | 0.0003* | 0.0004 | −0.0007** | −0.0038** |
Lipidemia | −0.0140** | 0.0361** | −0.0031** | 0.0095** | −0.0016** | 0.0024** | −0.0021** | 0.0020* |
Obesity | 0.0070** | 0.0017* | 0.0005 | −0.0003 | −0.0005** | 0.0006** | −0.0005** | 0.0006* |
Age 70–74 | −0.0002** | −0.0024** | −0.0001** | −0.0012** | 0.0000 | −0.0002 | 0.0001** | −0.0013** |
Age 75–79 | −0.0005** | −0.0040** | −0.0002** | −0.0014** | 0.0000 | −0.0004** | 0.0001** | −0.0021** |
Age 80–84 | 0.0001** | −0.0032** | 0.0001** | −0.0022** | 0.0000 | −0.0003* | 0.0000** | −0.0024** |
Age 85+ | 0.0040** | −0.0034** | 0.0011** | −0.0022** | 0.0001 | −0.0007** | −0.0008** | −0.0037** |
Male | −0.0001** | −0.0046** | 0.0000 | −0.0005 | 0.0001** | −0.0017** | 0.0000** | 0.0006 |
Black | 0.0002** | 0.0016** | −0.0001** | −0.0003 | −0.0001** | −0.0007** | −0.0001** | 0.0023** |
Hispanic | −0.0005** | 0.0002 | −0.0001 | 0.0001 | 0.0000 | 0.0000 | 0.0001 | 0.0004** |
Other | 0.0002 | −0.0010** | 0.0003** | −0.0005** | 0.0002** | −0.0004** | 0.0002** | 0.0003* |
Intercept | −0.0201** | 0.0047** | 0.0081** | 0.0063** |
p≤0.01;
p≤0.05
Sample size was 289,443 in 2012 and 152,191 in 1992