Table 1. Descriptive statistics for all background variables.
Population sample | ADHD sample | ||||||||
---|---|---|---|---|---|---|---|---|---|
Treatment sample | Placebo sample | ||||||||
Mean | SD | N | Mean | SD | N | Mean | SD | N | |
Individual characteristics | |||||||||
Male | 0.50 | 0.50 | 571107 | 0.70* | 0.46 | 2659 | 0.58* | 0.49 | 3785 |
Gestational age | 39.58 | 1.80 | 529033 | 39.39* | 1.99 | 2494 | 39.52 | 1.88 | 3545 |
Birth weight | 3460.78 | 567.00 | 531476 | 3461.95 | 60.49 | 2508 | 3386.56* | 582.17 | 3562 |
Immigrant status: | |||||||||
Non-immigrant (ref.) | 0.91 | 0.29 | 571072 | 0.95* | 0.21 | 2659 | 0.96* | 0.20 | 3785 |
Immigrant | 0.04 | 0.21 | 571072 | 0.02* | 0.15 | 2659 | 0.03* | 0.16 | 3785 |
Descendant of immigrant | 0.05 | 0.22 | 571072 | 0.02* | 0.15 | 2659 | 0.02* | 0.13 | 3785 |
Age at graduation | 16.13 | 0.46 | 571104 | 16.40* | 0.65 | 2659 | 16.24 | 0.57 | 3785 |
Graded with the new rating scale (since 2008) | 0.42 | 0.49 | 571107 | 0.77* | 0.42 | 2659 | 0.08* | 0.27 | 3785 |
Birth cohorta | 1990.53 | 2.84 | 571107 | 1992.34* | 2.29 | 2659 | 1988.54* | 1.91 | 3785 |
Age at treatment start | 14.57 | 1.54 | 2659 | 20.93 | 1.93 | 3785 | |||
ADHD treatment pattern: | |||||||||
DPT | 0.11 | 0.31 | 2659 | 0.32 | 0.47 | 3785 | |||
APT | 0.70 | 0.46 | 2659 | 0.38 | 0.49 | 3785 | |||
CPT | 0.19 | 0.39 | 2659 | 0.30 | 0.46 | 3785 | |||
Dosage, first purchase of ADHD medicationc | 14.37 | 10.87 | 2659 | 13.79 | 9.31 | 3785 | |||
Dosage, third purchase of ADHD medicationc | 18.56 | 13.12 | 2659 | 16.36 | 13.86 | 3785 | |||
Ever purchased any psychoactive medication | 0.11 | 0.31 | 571107 | 0.16* | 0.36 | 2659 | 0.45* | 0.50 | 3785 |
Average purchases of psychoactive medicationd | 0.34 | 0.47 | 62273 | 0.14* | 0.31 | 2659 | 0.10* | 0.24 | 1685 |
Residential region at age three: | |||||||||
Capital (ref.) | 0.27 | 0.45 | 542025 | 0.32* | 0.47 | 2565 | 0.23* | 0.42 | 3666 |
Zealand | 0.14 | 0.35 | 542025 | 0.14 | 0.35 | 2565 | 0.13 | 0.34 | 3666 |
South Denmark | 0.23 | 0.42 | 542025 | 0.16* | 0.36 | 2565 | 0.17* | 0.38 | 3666 |
Central Jutland | 0.24 | 0.42 | 542025 | 0.27* | 0.44 | 2565 | 0.34* | 0.48 | 3666 |
Northern Jutland | 0.11 | 0.31 | 542025 | 0.10 | 0.31 | 2565 | 0.11 | 0.32 | 3666 |
Bornholm | 0.01 | 0.09 | 542025 | 0.01 | 0.12 | 2565 | 0.01 | 0.10 | 3666 |
Residential region at graduation age: | |||||||||
Capital (ref.) | 0.25 | 0.43 | 570740 | 0.26 | 0.44 | 2659 | 0.19* | 0.40 | 3784 |
Zealand | 0.16 | 0.37 | 570740 | 0.17 | 0.38 | 2659 | 0.16 | 0.36 | 3784 |
South Denmark | 0.23 | 0.42 | 570740 | 0.16* | 0.37 | 2659 | 0.17* | 0.37 | 3784 |
Central Jutland | 0.24 | 0.42 | 570740 | 0.28* | 0.45 | 2659 | 0.35* | 0.48 | 3784 |
Northern Jutland | 0.11 | 0.32 | 570740 | 0.11 | 0.31 | 2659 | 0.12 | 0.33 | 3784 |
Bornholm | 0.01 | 0.11 | 570740 | 0.02 | 0.15 | 2659 | 0.01 | 0.10 | 3784 |
Parent characteristics | |||||||||
Mother diagnosed with ADHD | 0.01 | 0.07 | 571107 | 0.08* | 0.28 | 2659 | 0.07* | 0.25 | 3785 |
Father diagnosed with ADHD | 0.00 | 0.06 | 571107 | 0.05* | 0.22 | 2659 | 0.03* | 0.18 | 3785 |
Mother’s age at childbirth | 28.57 | 4.77 | 568662 | 28.13* | 4.84 | 2655 | 27.19* | 4.90 | 3779 |
Father’s age at childbirth | 31.53 | 5.68 | 520182 | 30.99* | 5.73 | 2308 | 30.40* | 5.86 | 3324 |
Mother’s educationb: | |||||||||
No education (ref.) | 0.14 | 0.35 | 571107 | 0.08* | 0.27 | 2659 | 0.12* | 0.32 | 3785 |
ISCED 2 | 0.17 | 0.38 | 571107 | 0.23* | 0.42 | 2659 | 0.31* | 0.46 | 3785 |
ISCED 3A | 0.08 | 0.28 | 571107 | 0.10* | 0.30 | 2659 | 0.07* | 0.25 | 3785 |
ISCED 3C | 0.38 | 0.48 | 571107 | 0.41* | 0.49 | 2659 | 0.34* | 0.47 | 3785 |
ISCED 5B | 0.19 | 0.39 | 571107 | 0.15* | 0.36 | 2659 | 0.13* | 0.34 | 3785 |
ISCED 5AC | 0.04 | 0.20 | 571107 | 0.03* | 0.17 | 2659 | 0.02* | 0.15 | 3785 |
ISCED 6 | 0.00 | 0.02 | 571107 | NA | NA | 2659 | 0.00 | 0.02 | 3785 |
Father’s educationb: | |||||||||
No education (ref.) | 0.26 | 0.44 | 571107 | 0.25 | 0.43 | 2659 | 0.30* | 0.46 | 3785 |
ISCED 2 | 0.11 | 0.32 | 571107 | 0.16* | 0.37 | 2659 | 0.16* | 0.37 | 3785 |
ISCED 3A | 0.05 | 0.22 | 571107 | 0.04* | 0.20 | 2659 | 0.04* | 0.20 | 3785 |
ISCED 3C | 0.40 | 0.49 | 571107 | 0.41 | 0.49 | 2659 | 0.37* | 0.48 | 3785 |
ISCED 5B | 0.11 | 0.31 | 571107 | 0.09* | 0.29 | 2659 | 0.08* | 0.27 | 3785 |
ISCED 5AC | 0.07 | 0.25 | 571107 | 0.05* | 0.22 | 2659 | 0.05* | 0.21 | 3785 |
ISCED 6 | 0.00 | 0.05 | 571107 | 0.00 | 0.04 | 2659 | 0.00 | 0.04 | 3785 |
Mother’s yearly income (USD, 2009 prices)b | 40309 | 21140 | 541964 | 38901* | 18218 | 2659 | 36501* | 16723 | 3688 |
Father’s yearly income (USD, 2009 prices)b | 58432 | 53511 | 501487 | 47987* | 32395 | 2659 | 54118* | 36316 | 3264 |
Mother’s has negative incomeb | 0.00 | 0.03 | 571107 | NA | NA | 2659 | 0.00 | 0.03 | 3785 |
Father has negative incomeb | 0.00 | 0.05 | 571107 | 0.00 | 0.04 | 2659 | 0.00 | 0.04 | 3785 |
Mother’s unemployment rateb | 138.85 | 253.76 | 535712 | 173.90* | 276.52 | 2567 | 177.98* | 272.42 | 3647 |
Father’s unemployment rateb | 75.77 | 191.92 | 496443 | 98.24* | 214.20 | 2268 | 103.14* | 215.03 | 3231 |
Source: Own calculations on data from Statistics Denmark.
* indicates that the mean of the ADHD sample is significantly different from the population sample mean at the 5 percent level of signification (estimated from t-tests). NA denotes zero responses for the variable in question. Unweighted data. Treatment sample: Children who begin medical ADHD treatment prior to compulsory school graduation. Placebo sample: Children who begin medical ADHD treatment after compulsory school graduation.
a The analyses use dummies for birth cohort.
b Information on parent educational attainment, income, and unemployment is measured one year prior to the birth of the respondent in order to avoid post treatment confounding.
c Medication dosage is measured in DDDs (Defined Daily Dosages).
d Average purchases of psychoactive medication is calculated as average number of purchases of any type of psycholeptic or psychoanaleptic medication per month (excluding medicine for ADHD).