Table 4.
Results of two-part model of factors associated with total cost of ADHD by age group
Adults 18–30 | Adults 31 + | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Logit | GLM | Logit | GLM | |||||||
Estimate | OR | p value | Estimate | p value | Estimate | OR | p value | Estimate | p value | |
ADHD (reference: non-ADHD) | 2.22 (1.54, 2.89) | 9.21 | < 0.001 | 0.33 (0.03, 0.63) | 0.029 | 3.35 (2.14, 4.57) | 28.50 | < 0.001 | 0.22 (0.04, 0.41) | 0.018 |
Age | − 0.03 (− 0.05, − 0.01) | 0.97 | < 0.001 | 0.02 (− 0.00, 0.04) | 0.118 | 0.04 (0.03, 0.04) | 1.04 | < 0.001 | 0.01 (0.00, 0.01) | < 0.001 |
Female (reference: male) | 0.87 (0.77, 0.98) | 2.39 | < 0.001 | 0.30 (0.17, 0.43) | < 0.001 | 0.60 (0.53, 0.66) | 1.82 | < 0.001 | 0.03 (− 0.01, 0.08) | 0.146 |
Race/ethnicity (reference: non-Hispanic White) | ||||||||||
Non-Hispanic Black | − 0.64 (− 0.80, − 0.49) | 0.53 | < 0.001 | 0.26 (− 0.04, 0.56) | 0.090 | − 0.38 (− 0.49, − 0.27) | 0.68 | < 0.001 | − 0.09 (− 0.15, − 0.02) | 0.009 |
Hispanic | − 0.73 (− 0.86, − 0.60) | 0.48 | < 0.001 | 0.03 (− 0.18, 0.23) | 0.785 | − 0.39 (− 0.48, − 0.30) | 0.68 | < 0.001 | − 0.20 (− 0.27, − 0.12) | < 0.001 |
Other | − 0.51 (− 0.70, − 0.32) | 0.60 | < 0.001 | − 0.06 (− 0.27, 0.16) | 0.604 | − 0.50 (− 0.62, − 0.37) | 0.61 | < 0.001 | − 0.24 (− 0.33, − 0.15) | < 0.001 |
Insurance (reference: private) | ||||||||||
Public | − 0.12 (− 0.26, 0.02) | 0.89 | 0.084 | − 0.05 (− 0.25, 0.16) | 0.655 | − 0.07 (− 0.19, 0.05) | 0.93 | 0.275 | − 0.07 (− 0.12, − 0.03) | 0.003 |
No insurance | − 1.20 (− 1.34, − 1.05) | 0.30 − | < 0.001 | − 0.62 (− 0.87, − 0.38) | < 0.001 | − 1.37 (− 1.48, − 1.26) | 0.25 | < 0.001 | − 0.79 (− 092, − 0.66) | < 0.001 |
Not currently married (reference: currently married) | − 0.40 (− 0.55, − 0.25) | 0.67 | < 0.001 | − 0.29 (− 0.44, − 0.15) | < 0.001 | − 0.15 (− 0.22, − 0.07) | 0.86 | < 0.001 | 0.08 (0.02, 0.13) | 0.004 |
Geographic region (reference: Northeast | ||||||||||
Midwest | 0.24 (0.04, 0.43) | 1.27 | 0.016 | 0.13 (− 0.06, 0.31) | 0.187 | 0.21 (0.08, 0.33) | 1.23 | 0.002 | − 0.04 (− 0.13, 0.06) | 0.469 |
South | − 0.09 (− 0.24, 0.07) | 0.91 | 0.261 | − 0.05 (− 0.24, 0.14) | 0.622 | − 0.05 (− 0.16, 0.07) | 0.95 | 0.403 | − 0.10 (− 0.17, − 0.03) | 0.004 |
West | 0.01 (− 0.15, 0.17) | 1.01 | 0.909 | 0.03 (− 0.18, 0.23) | 0.812 | 0.02 (− 0.12, 0.15) | 1.02 | 0.807 | − 0.09 (− 0.17, − 0.01) | 0.023 |
Education (reference: Bachelor’s degree or higher) | ||||||||||
No high school degree | − 0.62 (− 0.84, − 0.40) | 0.54 | < 0.001 | − 0.09 (− 0.36, 0.18) | 0.512 | − 0.66 (− 079, − 0.54) | 0.52 | < 0.001 | − 0.09 (− 0.18, − 0.00) | 0.047 |
High school or GED | − 0.68 (− 0.86, − 0.50) | 0.51 | < 0.001 | − 0.00 (− 0.17, 0.16) | 0.959 | − 0.52 (− 0.61, − 0.42) | 0.59 | < 0.001 | − 0.03 (− 0.10, 0.04) | 0.365 |
Other degree | − 0.52 (− 0.73, − 0.32) | 0.59 | < 0.001 | − 0.05 (− 0.24, 0.15) | 0.641 | − 0.27 (− 0.40, − 0.14) | 0.76 | < 0.001 | 0.03 (− 0.07, 0.13) | 0.530 |
Unknown | − 1.10 (− 1.73, − 0.47) | − | < 0.001 | 0.84 (0.04, 1.65) | 0.040 | − 1.50 (− 1.81, − 1.19) | 0.22 | < 0.001 | 0.13 (− 0.21, 0.47) | 0.438 |
Employed (reference: unemployed) | − 0.05 (− 0.16, 0.06) | − | 0.376 | − 0.34 (− 0.48, − 0.20) | < 0.001 | − 0.13 (− 0.23, − 0.04) | 0.88 | 0.004 | − 0.44 (− 0.50, − 0.38) | < 0.001 |
Poverty (reference: poor or near poor) | ||||||||||
Low income | − 0.01 (− 0.19, 0.17) | 0.99 | 0.906 | 0.07 (− 0.14, 0.29) | 0.509 | 0.06 (− 0.05, 0.18) | 1.06 | 0.283 | − 0.10 (− 0.18, − 0.02) | 0.019 |
Middle income | 0.05 (− 0.10, 0.21) | 1.05 | 0.502 | 0.01 (− 0.17, 0.19) | 0.909 | 0.14 (0.02, 0.26) | 1.15 | 0.022 | − 0.06 (− 0.13, 0.02) | 0.143 |
High income | 0.14 (− 0.03, 0.31) | 1.15 | 0.111 | 0.06 (− 0.17, 0.30) | 0.589 | 0.12 (0.29, 0.55) | 1.13 | < 0.001 | 0.04 (− 0.05, 0.12) | 0.381 |
Charlson comorbidity index (reference: 0) | ||||||||||
1 | 1.86 (1.29, 2.44) | 6.42 | < 0.001 | 0.65 (0.31, 0.99) | < 0.001 | 2.49 (2.19, 2.78) | 12.06 | < 0.001 | 0.65 (0.58, 0.73) | < 0.001 |
2 + | 3.09 (1.55, 4.62) | 21.98 | < 0.001 | 1.37 (0.76, 1.98) | < 0.001 | 4.41 (3.41, 5.42) | 82.27 | < 0.001 | 1.16 (1.08, 1.24) | < 0.001 |
Asthma | 0.48 (− 0.11, 1.06) | 1.62 | 0.112 | − 0.15 (− 0.49, 0.20) | 0.399 | 0.17 (− 0.24, 0.58) | 1.19 | 0.427 | − 0.13 (− 0.21, − 0.06) | 0.001 |
Anxiety | 1.46 (1.11, 1.82) | 4.31 | < 0.001 | 0.37 (0.20, 0.55) | < 0.001 | 1.60 (1.34, 1.85) | 4.95 | < 0.001 | 0.29 (0.22, 0.36) | < 0.001 |
Mood | 1.74 (1.39, 2.09) | 5.70 | < 0.001 | 0.54 (0.37, 0.70) | < 0.001 | 1.36 (1.14, 1.59) | 3.90 | < 0.001 | 0.37 (0.31, 0.44) | < 0.001 |