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. Author manuscript; available in PMC: 2011 Nov 1.
Published in final edited form as: Med Sci Sports Exerc. 2010 Nov;42(11):1995–2005. doi: 10.1249/MSS.0b013e3181e054f0

Table 5.

Multivariate model based on accelerometry data for bouts defined as ≥3 METs per minute for a duration of ≥10 minutes.

Model Estimate Standard Error F-Value P-value R2 for Model
Dependent Variable: Bouts per Day 0.0732
Age 0.0001 0.0032 0.00 0.9688
BMI 0.0006 0.0037 0.03 0.8690
Sex (Women versus Men) −0.2999 0.0424 50.12 <0.0001
Race/Ethnicity (White is the reference group) 2.42 0.0644
 African-American/Black −0.1075 0.0491
 Hispanic 0.1033 0.0865
 Other/Mixed/Missing −0.0702 0.1028
Baseline Fitness (maximal METs) 0.0696 0.0128 29.77 <0.0001
Diabetes Medication (No Glucose Lowering Medication is the Reference Group) 0.45 0.8108
 Glucose Lowering Medication (Not including insulin or thiazolidinedione) −0.0138 0.0592
 Thiazolidinedione −0.0274 0.0656
 Insulin Alone −0.0075 0.1063
 Insulin + Glucose Lowering Medication (Not including thiazolidinedione) 0.0465 0.0872
 Insulin + Thiazolidinedione 0.0725 0.0871
Without Baseline history of CVD 0.0511 0.0539 0.90 0.3425
Dependent Variable: Minutes per Bout * 0.0814
Age 0.0693 0.0406 2.91 0.0883
BMI −0.0922 0.0485 3.62 0.0572
Sex (Women versus Men) −0.2286 0.5368 0.18 0.6703
Race/Ethnicity (White is the reference group) 1.88 0.1313
 African-American/Black −1.4866 0.6439
 Hispanic −0.8860 1.0659
 Other/Mixed/Missing −0.4300 1.3418
Baseline Fitness (maximal METs) 0.8991 0.1617 53.69 <0.0001
Diabetes Medication (No Glucose Lowering Medication is the Reference Group) 0.52 0.7594
 Glucose Lowering Medication (Not including insulin or thiazolidinedione) 0.1964 0.7466
 Thiazolidinedione 0.6639 0.8297
 Insulin Alone 1.4732 1.3991
 Insulin + Glucose Lowering Medication (Not including thiazolidinedione) −0.4743 1.0970
 Insulin + Thiazolidinedione 0.0157 1.1096
Without Baseline history of CVD 0.4176 0.6987 0.36 0.5501
Dependent Variable: METs per Minute * 0.1325
Age 0.0047 0.0042 1.27 0.2602
BMI 0.0082 0.0050 2.74 0.0982
Sex (Women versus Men) 0.2109 0.0550 14.69 0.0001
Race/Ethnicity (White is the reference group) 0.39 0.7591
 African-American/Black −0.0636 0.0661
 Hispanic −0.0574 0.1092
 Other/Mixed/Missing −0.0537 0.1375
Baseline Fitness (maximal METs) 0.2105 0.0164 164.77 <0.0001
Diabetes Medication (No Glucose Lowering Medication is the Reference Group) 1.37 0.2315
 Glucose Lowering Medication (Not including insulin or thiazolidinedione) 0.0650 0.0765
 Thiazolidinedione 0.0044 0.0850
 Insulin Alone 0.0476 0.1433
 Insulin + Glucose Lowering Medication (Not including thiazolidinedione) −0.0460 0.1124
 Insulin + Thiazolidinedione 0.2341 0.1137
Without Baseline history of CVD −0.0075 0.0716 0.01 0.9171
Dependent Variable: MET-minutes * 0.1095
Age 0.5042 0.2898 3.03 0.0821
BMI −0.3135 0.3455 0.82 0.3644
Sex (Women versus Men) 3.5176 3.8293 0.84 0.3585
Race/Ethnicity (White is the reference group) 1.29 0.2778
 African-American/Black −8.9192 4.5984
 Hispanic −2.7792 7.5975
 Other/Mixed/Missing −4.4441 9.5646
Baseline Fitness (maximal METs) 101.45 <0.0001
Diabetes Medication (No Glucose Lowering Medication is the Reference Group) 0.62 0.6836
 Glucose Lowering Medication (Not including insulin or thiazolidinedione) 3.1416 5.3222
 Thiazolidinedione 4.6801 5.9138
 Insulin Alone 10.4050 9.9725
 Insulin + Glucose Lowering Medication (Not including thiazolidinedione) −4.1663 7.8196
 Insulin + Thiazolidinedione 7.1660 7.9090
Without Baseline history of CVD 2.0723 4.9807 0.17 0.6774
*

Indicates that data represent participants who reported ≥1 bout during the observation period that met the criteria of ≥3 METs per minute and ≥10 minutes for that bout.