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. Author manuscript; available in PMC: 2017 Oct 1.
Published in final edited form as: Drug Alcohol Depend. 2016 Aug 7;167:149–155. doi: 10.1016/j.drugalcdep.2016.08.007

Table 3.

Generalized Estimating Equation Analysis to test if the participant characteristics were associated with under-reporting given the positive hair sample and over-reporting given the negative hair sample

Predictor Under-reporting Given Positive Hair Sample Over-reporting Given Negative Hair Sample
Pvalue Odds-Ratio of Under-reporting Pvalue Odds-Ratio of Over-reporting
Cannabis
Hair Source [Ref =
Head]
0.8622 Body=0.98 0.8731 Body=0.98
Drug of Choice
[Ref = Cannabis]
<.0001 Cocaine=3.40, OtherDrugs=4.55,
PrescribedOpioids=3.11, StreetOpioids=5.30
0.0029 Cocaine=0.55, OtherDrugs=0.38,
PrescribedOpioids=0.27, StreetOpioids=0.25
Site [Ref = S6] <.0001 S1=0.49, S2=1.38, S3=0.33, S4=3.31, S5=1.10 0.0438 S1=1.19, S2=1.22, S3=1.78, S4=0.67, S5=1.08
AUDIT-C Score
[Ref = ≥ 4]
0.8224 <4=1.02 0.0458 <4=0.81
DAST-10
Score[Ref = ≥ 8]
0.9703 <8=1.00 0.0536 <8=0.81
Visit [Ref = 3M] 0.1399 12M=1.25, 6M=0.91 0.7294 12M=0.87, 6M=0.90
Treatment [Ref =
BIB]
0.2671 MSO=0.79, SAR=0.72 0.5648 MSO=1.24, SAR=1.23
Gender [Ref =
Male]
0.0085 Female=1.33 0.9126 Female=1.01
Race [Ref = White] 0.3277 Black=0.79, Other=0.65 0.8673 Black=1.11, Other=1.14
Ethnicity [Ref =
Hispanic]
0.4810 NoAnswer=0.32, NotHispanic=1.04 0.1251 NotHispanic=1.45
Age [Ref = ≤ 25] 0.0076 25-<35=0.78, 35-<45=1.18, 45-<55=2.02,
55+=1.51
0.3281 25-<35=0.99, 35-<45=1.11, 45-<55=0.80,
55+=0.49
Cocaine
Hair Source [Ref =
Head]
0.6358 Body=0.96 0.0065 Body=0.44
Drug of Choice
[Ref = Cocaine]
<.0001 Cannabis=4.14, OtherDrugs=5.01,
PrescribedOpioids=6.90, StreetOpioids=2.57
0.1387 Cannabis=0.68, OtherDrugs=1.22,
PrescribedOpioids=0.13, StreetOpioids=0.87
Site [Ref = S6] <.0001 S1=0.33, S2=0.73, S3=0.95, S4=2.28, S5=1.20 0.3653 S1=1.16, S2=0.82, S3=1.80, S4=1.54, S5=0.94
AUDIT-C Score
[Ref = ≥ 4]
0.0159 <4=1.20 <.0001 <4=0.35
DAST-10
Score[Ref = ≥ 8]
0.0501 <8=1.18 0.0357 <8=0.61
Visit [Ref = 3M] 0.0009 12M=1.56, 6M=1.02 0.6535 12M=0.70, 6M=0.83
Treatment [Ref =
BIB]
0.7013 MSO=1.04, SAR=0.90 0.5285 MSO=0.67, SAR=0.64
Gender [Ref =
Male]
0.2090 Female=0.90 0.4301 Female=0.86
Race [Ref = White] 0.6248 Black=0.81, Other=0.91 0.7093 Black=1.59, Other=1.12
Ethnicity [Ref =
Hispanic]
0.5342 NoAnswer=7.96, NotHispanic=1.05 Did Not Converge (Excluded from the Model)
Age [Ref = ≤ 25] 0.2174 25-<35=0.96, 35-<45=0.73, 45-<55=0.67,55+=0.55 Did Not Converge (Excluded from the Model)
Prescribed Opioids
Hair Source [Ref =
Head]
0.6352 Body=0.94 0.6528 Body=1.06
Drug of Choice
[Ref = Presc.
Opioids]
0.0057 Cannabis=1.79, Cocaine=2.96,OtherDrugs=1.39, StreetOpioids=3.30 0.0377 Cannabis=0.48, Cocaine=0.46, OtherDrugs=0.24,
StreetOpioids=1.10
Site [Ref = S6] 0.0087 S1=0.48, S2=1.17, S3=0.43, S4=3.43, S5=1.05 0.0001 S1=1.47, S2=1.20, S3=1.53, S4=0.28, S5=1.76
AUDIT-C Score
[Ref = ≥ 4]
0.5960 <4=1.05 <.0001 <4=0.49
DAST-10
Score[Ref = ≥ 8]
0.0277 <8=1.30 0.1233 <8=0.76
Visit [Ref = 3M] 0.1658 12M=0.80, 6M=0.74 0.1338 12M=0.67, 6M=0.71
Treatment [Ref =
BIB]
0.2214 MSO=0.87, SAR=0.65 0.9272 MSO=0.95, SAR=0.87
Gender [Ref =
Male]
0.1063 Female=1.21 0.6640 Female=1.07
Race [Ref = White] 0.0031 Black=4.42, Other=0.98 0.0013 Black=0.27, Other=0.48
Ethnicity [Ref =
Hispanic]
0.7853 NoAnswer=0.46, NotHispanic=1.08 Did Not Converge (Excluded from the Model)
Age [Ref = ≤ 25] 0.8306 25-<35=1.14, 35-<45=0.88, 45-<55=0.84,
55+=0.84
0.0959 25-<35=1.06, 35-<45=0.53, 45-<55=0.69,55+=0.20
Street Opioids
Hair Source [Ref =
Head]
0.6013 Body=0.89 0.7327 Body=1.07
Drug of Choice
[Ref = St. Opioids]
0.0042 Cannabis=9.19, Cocaine=4.08,
OtherDrugs=3.36, PrescribedOpioids=1.94
0.0255 Cannabis=0.14, Cocaine=0.25, OtherDrugs=0.33,
PrescribedOpioids=0.49
Site [Ref = S6] 0.1623 S1=0.51, S2=1.19, S4=3.28, S5=0.64 0.3702 S1=0.61, S2=1.19, S3=0.63, S4=0.87, S5=1.25
AUDIT-C Score
[Ref = ≥ 4]
0.7500 <4=0.95 0.2629 <4=0.83
DAST-10
Score[Ref = ≥ 8]
0.0195 <8=1.51 0.1810 <8=0.78
Visit [Ref = 3M] 0.0344 12M=1.47, 6M=0.66 0.0245 12M=0.51, 6M=0.46
Treatment [Ref =
BIB]
0.0325 MSO=1.67, SAR=2.78 0.2288 MSO=0.87, SAR=1.60
Gender [Ref =
Male]
0.2310 Female=0.80 0.4155 Female=1.14
Race [Ref = White] 0.3010 Black=2.03, Other=1.82 0.0007 Black=0.18, Other=0.91
Ethnicity [Ref =
Hispanic]
0.3004 NoAnswer=23.32, NotHispanic=0.99 Did Not Converge (Excluded from the Model)
Age [Ref = ≤ 25] 0.2472 25-<35=4.15, 35-<45=2.63, 45-<55=1.81,
55+=1.95
0.7423 25-<35=0.57, 35-<45=0.79, 45-<55=0.51,
55+=0.67