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. Author manuscript; available in PMC: 2019 Mar 1.
Published in final edited form as: Obes Med. 2017 Dec 1;9:1–6. doi: 10.1016/j.obmed.2017.11.001

Table 4.

Multivariate Linear Regression Model with HbA1c as the Dependent Outcome.

Unstandardised
Coefficients
Standardised
Coefficients
t Sig. Correlations


B Std.
Error
Beta Zero-
order
Partial Part

DEMOGRAPHIC FACTORS
Age (yrs) .001 .001 .078 1.686 .092 .184 .058 .055
Sex (male=0, female=1) −.011 .014 −.036 −.832 .405 −.113 −.029 −.027
Residence in USA (yrs) .000 .001 .013 .328 .743 .072 .011 .011
Geographic site (IL=1, CA=2) .030 .011 .095 2.844 .005 .070 .098 .092
College degree (no=0, yes=1) −.018 .017 −.038 −1.074 .283 −.100 −.037 −.035
Income −.013 .005 −.095 −2.509 .012 −.160 −.086 −.081
CLINICAL FACTORS
Body Mass Index (kg/m2) −.002 .002 −.058 −1.011 .312 .143 −.035 −.033
Systolic bp (mmHg) .001 .000 .091 1.938 .053 .182 .067 .063
Diastolic bp (mmHg) −.001 .001 −.035 −.756 .450 .057 −.026 −.024
Smoke cigarettes (no=0, past=1, yes=2) .016 .011 .050 1.424 .155 .085 .049 .046
Alcohol (1+ drinks/wk) −.019 .012 −.056 −1.587 .113 −.023 −.055 −.051
Waist circumference (cm) .002 .001 .162 2.806 .005 .227 .097 .091
BERLIN QUESTIONNAIRE RISK CATEGORIES
Category 1 (SDB): 2+ criteria met (items 1–5) .022 .011 .071 2.059 .040 .122 .071 .067
Category 2 (EDS): 2+ criteria met (items 6–8) −.005 .016 −.011 −.334 .738 .001 −.012 −.011
Category 3: HTN or BMI > 27.5 (kg/m2) .034 .012 .108 2.704 .007 .210 .093 .088

Note: Dependent Variable: HbA1c (square-root transformation)

15 variables accounted for 12.5% of the variance in HbA1c (R2 = .125; F[15,850] = 7.9, p <.001).