Appendix B (Part 1)

Regression results – t-scores and coefficients

The first three sets of regressions, 1.xx-6.xx, use the demographics, socioeconomic indicator as the dependent variables (Y axis). Routine tests for the presence of secondary symptoms are added as dependent variables in 3.xx-6.xx.

In the first set, Tables 1.xx and 2.xx feature Type 1 and Type 2 diabetics as the independent variables. In the second set, Tables 3.xx and 4.xx feature the presence of secondary symptoms as the independent variables, but Type 1, Type 2 and nondiabetics are run separately from each other. There is also a section in the second set where the presence of secondary symptoms are run by comparing nondiabetics with Type 1 diabetics and by comparing nondiabetics with Type 2 diabetics.

The third set, Tables 5.xx and 6.xx, is similar to the second set but includes the number of years with the disease as an additional independent variable. “a” tables include age as an independent variable, and “b” tables remove age.

The fourth set of regressions, 7.xx and 8.xx, include Type 1 and Type 2 diabetics only and use the demographic variables and socioeconomic indicators as independent variables (X axis), along with types of insurance (including private insurance, Medicare, Medicaid, and Tricare) and the presence of other priority case codes.

In order to display the information more easily, sometimes dependent variables are represented vertically and independent variables are represented horizontally.

Nomenclature of Table Titles. For abbreviation purposes, I am using the following nomenclature for table titles:

  • Independent variable (For example: Type 1, or Type 2)
  • T-score or coefficient?
  • Demographics, socioeconomic indicators, medical tests given, insurance & priority code, or % of income?
  • For the third data set, footnotes are used to indicate that the number of years with diabetes variable has been included with the results. Footnotes will also indicate when the age variable was removed.

 

Table of Contents – Appendix B

Table 1.10.       Type 1 – T-Scores – Demographics Combined

Table 1.20.        Type 1 – T-Scores – Socioeconomic Indicators

Table 1.30.        Type 2 – T-Scores – Demographics Individually

Table 1.40.        Type 2 – T-Scores – Demographics Combined

Table 1.50.        Type 2 – T-Scores – Socioeconomic Indicators

Table 2.10.        Type 1 – Coefficients – Demographics Combined

Table 2.20.        Type 1 – Coefficients – Socioeconomic Indicators

Table 2.30.        Type 2 – Coefficients – Demographics Individually

Table 2.40.        Type 2 – Coefficients – Demographics Combined

Table 2.50.        Type 2 – Coefficients – Socioeconomic Indicators

Table 3.11.        Type 1 – T-Scores – Demographics – Nephropathy

Table 3.12.        Type 1 – T-Scores – Socioeconomic Indicators – Nephropathy

Table 3.13.        Type 1 – T-Scores – Medical Tests Given – Nephropathy

Table 3.21.       Type 1 – T-Scores – Demographics – Retinopathy

Table 3.22.        Type 1 – T-Scores – Socioeconomic Indicators – Retinopathy

Table 3.23.       Type 1 – T-Scores – Medical Tests Given – Retinopathy

Table 3.31.        Type 2 – T-Scores – Demographics – Nephropathy

Table 3.32.        Type 2 – T-Scores – Socioeconomic Indicators – Nephropathy

Table 3.33.        Type 2 – T-Scores – Medical Tests Given – Nephropathy

Table 3.41.        Type 2 – T-Scores – Demographics – Retinopathy

Table 3.42.        Type 2 – T-Scores – Socioeconomic Indicators – Retinopathy

Table 3.43.        Type 2 – T-Scores – Medical Tests Given – Retinopathy

Table 3.51.        Type 1 – T-Scores – Demographics – Additional Secondary Symptoms

Table 3.52.        Type 2 – T-Scores – Demographics – Additional Secondary Symptoms

Table 3.61.        Nondiabetic – T-Scores – Demographics – Additional Secondary
Symptoms

Table 3.62.        Nondiabetic vs. Type 1 – T-Scores – Demographics – Additional Secondary Symptoms

Table 3.63.        Nondiabetic vs. Type 2 – T-Scores – Demographics – Additional Secondary Symptoms

Table 4.11.        Type 1 – Coefficients – Demographics – Nephropathy

Table 4.12.        Type 1 – Coefficients – Socioeconomic Indicators – Nephropathy

Table 4.13.        Type 1 – Coefficients – Medical Tests Given – Nephropathy

Table 4.21.        Type 1 – Coefficients – Demographics – Retinopathy

Table 4.22.        Type 1 – Coefficients – Socioeconomic Indicators – Retinopathy

Table 4.23.        Type 1 – Coefficients – Medical Tests Given – Retinopathy

Table 4.31.        Type 2 – Coefficients – Demographics – Nephropathy

Table 4.32.        Type 2 – Coefficients – Socieconomic Indicators – Nephropathy

Table 4.33.        Type 2 – Coefficients – Medical Tests Given – Nephropathy

Table 4.41.        Type 2 – Coefficients – Demographics – Retinopathy

Table 4.42.        Type 2 – Coefficients – Socioeconomic Indicators – Retinopathy

Table 4.43.        Type 2 – Coefficients – Medical Tests Given – Nephropathy

Table 4.51.        Type 1 – Coefficients – Demographics – Additional Secondary Symptoms

Table 4.52.        Type 2 – Coefficients – Demographics – Additional Secondary Symptoms

Table 4.61.        Nondiabetic – Coefficients – Demographics – Additional Secondary
Symptoms

Table 4.62.        Type 1 vs. Nondiabetic – Coefficients – Demographics – Additional Secondary Symptoms

Table 4.63.        Type 2 vs. Nondiabetic – Coefficients – Demographics – Additional Secondary Symptoms

Table 5.11a.      Type 1 – T-Scores – Demographics – Nephropathy

Table 5.11b.     Type 1 – T-Scores – Demographics – Nephropathy – without age

Table 5.12a.      Type 1 – T-Scores – Socioeconomic Indicators – Nephropathy

Table 5.12b.     Type 1 – T-Scores – Socioeconomic Indicators – Nephropathy – without age

Table 5.13a.      Type 1 – T-Scores – Medical Tests Given – Nephropathy

Table 5.13b.     Type 1 – T-Scores – Medical Tests Given – Nephropathy – without age

Table 5.21a.      Type 1 – T-Scores – Demographics – Retinopathy

Table 5.21b.     Type 1 – T-Scores – Demographics – Retinopathy – without age

Table 5.22a.      Type 1 – T-Scores – Socioeconomic Indicators – Retinopathy

Table 5.22b.     Type 1 – T-Scores – Socioeconomic Indicators – Retinopathy – without age

Table 5.23a.      Type 1 – T-Scores – Medical Tests Given – Retinopathy

Table 5.23b.     Type 1 – T-Scores – Medical Tests Given – Retinopathy – without age

Table 5.31a.      Type 2 – T-Scores – Demographics – Nephropathy

Table 5.31b.     Type 2 – T-Scores – Demographics – Nephropathy – without age

Table 5.32a.      Type 2 – T-Scores – Socioeconomic Indicators – Nephropathy

Table 5.32b.     Type 2 – T-Scores – Socioeconomic Indicators – Nephropathy – without age

Table 5.33a.      Type 2 – T-Scores – Medical Tests Given – Nephropathy

Table 5.33b.     Type 2 – T-Scores – Medical Tests Given – Nephropathy – without age

Table 5.41a.      Type 2 – T-Scores – Demographics – Retinopathy

Table 5.41b.     Type 2 – T-Scores – Demographics – Retinopathy – without age

Table 5.42a.      Type 2 – T-Scores – Socioeconomic Indicators – Retinopathy

Table 5.42b.     Type 2 – T-Scores – Socioeconomic Indicators – Retinopathy – without age

Table 5.43a.      Type 2 – T-Scores – Medical Tests Given – Retinopathy

Table 5.43b.     Type 2 – T-Scores – Medical Tests Given – Retinopathy – without age

Table 5.51a.      Type 1 – T-Scores – Demographics – Additional Secondary Symptoms

Table 5.51b.     Type 1 – T-Scores – Demographics – Additional Secondary Symptoms
– without age

Table 5.52a.      Type 2 – T-Scores – Demographics – Additional Secondary Symptoms

Table 5.52b.     Type 2 – T-Scores – Demographics – Additional Secondary Symptoms
– without age

Table 6.11a.      Type 1 – Coefficients – Demographics – Nephropathy

Table 6.11b.     Type 1 – Coefficients – Demographics – Nephropathy – without age

Table 6.12a.      Type 1 – Coefficients – Socioeconomic Indicators – Nephropathy

Table 6.12b.     Type 1 – Coefficients – Socioeconomic Indicators – Nephropathy
– without age

Table 6.13a.      Type 1 – Coefficients – Medical Tests Given – Nephropathy

Table 6.13b.     Type 1 – Coefficients – Medical Tests Given – Nephropathy – without age

Table 6.21a.      Type 1 – Coefficients – Demographics – Retinopathy.

Table 6.21b.     Type 1 – Coefficients – Demographics – Retinopathy – without age

Table 6.22a.      Type 1 – Coefficients – Socioeconomic Indicators – Retinopathy

Table 6.22b.     Type 1 – Coefficients – Socioeconomic Indicators – Retinopathy
– without age

Table 6.23a.      Type 1 – Coefficients – Medical Tests Given – Retinopathy

Table 6.23b.     Type 1 – Coefficients – Medical Tests Given – Retinopathy – without age

Table 6.31a.      Type 2 – Coefficients – Demographics – Nephropathy

Table 6.31b.     Type 2 – Coefficients – Demographics – Nephropathy – without age

Table 6.32a.      Type 2 – Coefficients – Socioeconomic Indicators – Nephropathy

Table 6.32b.     Type 2 – Coefficients – Socioeconomic Indicators – Nephropathy
– without age

Table 6.33a.      Type 2 – Coefficients – Medical Tests Given – Nephropathy

Table 6.33b.     Type 2 – Coefficients – Medical Tests Given – Nephropathy – without age

Table 6.41a.      Type 2 – Coefficients – Demographics – Retinopathy

Table 6.41b.     Type 2 – Coefficients – Demographics – Retinopathy – without age

Table 6.42a.      Type 2 – Coefficients – Socioeconomic Indicators – Retinopathy

Table 6.42b.     Type 2 – Coefficients – Socioeconomic Indicators – Retinopathy
– without age

Table 6.43a.      Type 2 – Coefficients – Medical Tests Given – Retinopathy

Table 6.43b.     Type 2 – Coefficients – Medical Tests Given – Retinopathy – without age

Table 6.51a.      Type 2 – Coefficients – Demographics – Additional Secondary Symptoms

Table 6.51b.     Type 1 – Coefficients – Demographics – Additional Secondary Symptoms
– without age

Table 6.52a.      Type 2 – Coefficients – Demographics – Additional Secondary Symptoms

Table 6.52b.     Type 2 – Coefficients – Demographics – Additional Secondary Symptoms
– without age

Table 7.11.        Type 1 – T-Scores – Demographics – Received Clinical Tests – A1C

Table 7.12.        Type 1 – T-Scores – Insurance & Priority Codes – Received Clinical Tests
– A1C

Table 7.13.        Type 1 – T-Scores – Demographics – Received Clinical Tests – Neuropathy

Table 7.14.        Type 1 – T-Scores – Insurance & Priority Codes – Received Clinical Tests
– Neuropathy

Table 7.15.        Type 1 – T-Scores – Demographics – Received Clinical Tests – Retinopathy

Table 7.16.        Type 1 – T-Scores – Insurance & Priority Codes – Received Clinical Tests
– Retinopathy

Table 7.17.        Type 1 – T-Scores – Demographics – Received Clinical Tests – All Three Tests

Table 7.18.        Type 1 – T-Scores – Insurance & Priority Codes – Received Clinical Tests
– All Three Tests

Table 7.21.        Type 2 – T-Scores – Demographics – Received Clinical Tests – A1C

Table 7.22.        Type 2 – T-Scores – Insurance & Priority Codes – Received Clinical Tests
– A1C

Table 7.23.        Type 2 – T-Scores – Demographics – Received Clinical Tests – Neuropathy

Table 7.24.        Type 2 – T-Scores – Insurance & Priority Codes – Received Clinical Tests
– Neuropathy

Table 7.25.        Type 2 – T-Scores – Demographics – Received Clinical Tests – Retinopathy

Table 7.26.        Type 2 – T-Scores – Insurance & Priority Codes – Received Clinical Tests
– Retinopathy

Table 7.27.        Type 2 – T-Scores – Demographics – Received Clinical Tests – All Three Tests

Table 7.28.        Type 2 – T-Scores – Insurance & Priority Codes – Received Clinical Tests
– All Three Tests

Table 7.31.        Type 1&2 – T-Scores – Demographics – Received Clinical Tests – A1C

Table 7.32.        Type 1&2 – T-Scores – Insurance & Priority Codes – Received Clinical Tests
– A1C

Table 7.33.        Type 1&2 – T-Scores – Demographics – Received Clinical Tests – Neuropathy

Table 7.34.        Type 1&2 – T-Scores – Insurance & Priority Codes – Received Clinical Tests
– Neuropathy

Table 7.35.        Type 1&2 – T-Scores – Demographics – Received Clinical Tests – Retinopathy

Table 7.36.        Type 1&2 – T-Scores – Insurance & Priority Codes – Received Clinical Tests
– Retinopathy

Table 7.37.        Type 1&2 – T-Scores – Demographics – Received Clinical Tests
– All Three Tests

Table 7.38.        Type 1&2 – T-Scores – Insurance & Priority Codes – Received Clinical Tests
– All Three Tests

Table 8.11.        Type 1 – Coefficients – Demographics – Received Clinical Tests – A1C

Table 8.12.        Type 1 – Coefficients – Insurance & Priority Codes – Received Clinical Tests – A1C

Table 8.13.        Type 1 – Coefficients – Demographics – Received Clinical Tests
– Neuropathy

Table 8.14.        Type 1 – Coefficients – Insurance & Priority Codes – Received Clinical Tests – Neuropathy

Table 8.15.        Type 1 – Coefficients – Demographics – Received Clinical Tests
– Retinopathy

Table 8.16.        Type 1 – Coefficients – Insurance & Priority Codes – Received Clinical Tests – Retinopathy

Table 8.17.        Type 1 – Coefficients – Demographics – Received Clinical Tests – All Three
Tests

Table 8.18.        Type 1 – Coefficients – Insurance & Priority Codes – Received Clinical Tests – All Three Tests

Table 8.21.        Type 2 – Coefficients – Demographics – Received Clinical Tests – A1C

Table 8.22.        Type 2 – Coefficients – Insurance & Priority Codes – Received Clinical Tests – A1C

Table 8.23.        Type 2 – Coefficients – Demographics – Received Clinical Tests
– Neuropathy

Table 8.24.        Type 2 – Coefficients – Insurance & Priority Codes – Received Clinical Tests – Neuropathy

Table 8.25.        Type 2 – Coefficients – Demographics – Received Clinical Tests –
Retinopathy

Table 8.26.        Type 2 – Coefficients – Insurance & Priority Codes – Received Clinical Tests – Retinopathy

Table 8.27.        Type 2 – Coefficients – Demographics – Received Clinical Tests – All Three
Tests

Table 8.28.        Type 2 – Coefficients – Insurance & Priority Codes – Received Clinical Tests – All Three Tests

Table 8.31.        Type 1&2 – Coefficients – Demographics – Received Clinical Tests – A1C

Table 8.32.        Type 1&2 – Coefficients – Insurance & Priority Codes – Received Clinical Tests – A1C

Table 8.33.        Type 1&2 – Coefficients – Demographics – Received Clinical Tests
– Neuropathy

Table 8.34.        Type 1&2 – Coefficients – Insurance & Priority Codes – Received Clinical Tests – Neuropathy

Table 8.35.        Type 1&2 – Coefficients – Demographics – Received Clinical Tests
– Retinopathy

Table 8.36.        Type 1&2 – Coefficients – Insurance & Priority Codes – Received Clinical Tests – Retinopathy

Table 8.37.        Type 1&2 – Coefficients – Demographics – Received Clinical Tests – All Three Tests

Table 8.38.        Type 1&2 – Coefficients – Insurance & Priority Codes – Received Clinical Tests – All Three Tests

Table 9.11.        Type 1 – T-Scores – Demographics – Secondary Symptoms – Nephropathy
& Retinopathy

Table 9.12.        Type 1 – T-Scores – Insurance Type – Secondary Symptoms – Nephropathy & Retinopathy

Table 9.13.        Type 1 – T-Scores – Demographics – Secondary Symptoms – Other
Secondary Symptoms

Table 9.14.        Type 1 – T-Scores – Insurance Type – Secondary Symptoms – Other
Secondary Symptoms

Table 9.21.        Type 2 – T-Scores – Demographics – Secondary Symptoms – Nephropathy
& Retinopathy

Table 9.22.        Type 2 – T-Scores – Insurance Type – Secondary Symptoms – Nephropathy & Retinopathy

Table 9.23.        Type 2 – T-Scores – Demographics – Secondary Symptoms – Other
Secondary Symptoms

Table 9.24.        Type 2 – T-Scores – Insurance Type – Secondary Symptoms – Other
Secondary Symptoms

Table 10.11.      Type 1 – Coefficients – Demographics – Secondary Symptoms – Nephropathy & Retinopathy

Table 10.12.      Type 1 – Coefficients – Insurance Type – Secondary Symptoms – Nephropathy & Retinopathy

Table 10.13.      Type 1 – Coefficients – Demographics – Secondary Symptoms – Other
Secondary Symptoms

Table 10.14.      Type 1 – Coefficients – Insurance Type – Secondary Symptoms – Other
Secondary Symptoms

Table 10.21.      Type 2 – Coefficients – Demographics – Secondary Symptoms – Nephropathy & Retinopathy

Table 10.22.      Type 2 – Coefficients – Insurance Type – Secondary Symptoms – Nephropathy & Retinopathy

Table 10.23.      Type 2 – Coefficients – Demographics – Secondary Symptoms – Other
Secondary Symptoms

Table 10.24.   Type 2 – Coefficients – Insurance Type – Secondary Symptoms – Other
Secondary Symptoms