Participant Characteristics
The study comprised 50 families, of which 44 (88%) completed the whole 11-week SFSW program. Twenty-four-month follow-up assessments were obtained from 37 (74%) subjects. As shown in Table 2, 37 (74%) of the 50 children were boys. Forty-eight (96%) children had definitive or severe behavioral problems at baseline, and only 2 (4%) had minor behavioral problems based on a single item in parent report, “Overall, do you think that your child has difficulties in one or more of the following areas: emotions, behavior or being able to get on with other people?”. In terms of program use, the mean duration of website access per theme was 48.0 minutes (SD 25.6), and the mean duration of the telephone coaching calls per theme was 35.3 minutes (SD 8.8). The total mean duration of the program per theme, including both online materials and telephone coaching, was 83.3 minutes (SD 28.0). Table 2 also presents a comparison between the families who completed the 24-month follow-up and those who did not. The table shows the difference in maternal education—in the non-completer group, mothers were less educated.
Table 2
Demographics of enrolled families, and comparison between families completing and those not completing the 24-month follow-up measurements.
Demographics | All families (n = 50) | Families completing the 24-month follow-up (n = 37) | Families not completing 24-month follow-up (n = 13) | P-valuea |
Parent and Family Characteristics |
Family structure, n (%) |
| Biological parents | 38 (76) | 30 (81) | 8 (62) | .21 |
| One biological parent | 11 (22) | 6 (16) | 5 (38) | |
| Other | 1 (2) | 1 (3) | 0 (0) | |
Age (years), mean (SD) |
| Maternal | 31.9 (4.3) | 31.9 (3.5) | 31.6 (6.2) | .86 |
| Paternal | 32.8 (3.7) | 32.3 (3.6) | 34.5 (3.7) | .10 |
Maternal educational levelb, n (%) |
| College or university degree | 38 (78) | 31 (86) | 7 (54) | .047 |
| Lower | 11 (22) | 5 (14) | 6 (46) | |
Paternal educational levelc, n (%) |
| College or university degree | 32 (70) | 23 (66) | 9 (82) | .46 |
| Lower | 14 (30) | 12 (34) | 2 (18) | |
Mother’s native language, n (%) | | |
| Finnish | 45 (90) | 34 (92) | 11 (85) | .55 |
| Swedish | 3 (6) | 2 (5) | 1 (8) | |
| Other | 2 (4) | 1 (3) | 1 (8) | |
Father’s native languaged, n (%) |
| Finnish | 37 (80) | 29 (83) | 8 (73) | .21 |
| Swedish | 3 (7) | 1 (3) | 2 (18) | |
| Other | 6 (13) | 5 (14) | 1 (9) | |
Child Characteristics |
Sex, n (%) |
| Female | 13 (26) | 12 (32) | 1 (8) | .14 |
| Male | 37 (74) | 25 (68) | 12 (92) | |
Age (years), n (%) |
| 3–5 | 30 (60) | 24 (65) | 6 (46) | .33 |
| 6–8 | 20 (40) | 13 (35) | 7 (54) | |
Behavioral problems, n (%) |
| Minor | 2 (4) | 2 (5) | 0 (0) | .43 |
| Definite | 30 (60) | 20 (54) | 10 (77) | |
| Severe | 18 (36) | 15 (41) | 3 (23) | |
a refers to statistical test comparing families completing the 24-month follow-up to those who did not. b1 missing observation.c4 missing observations. d4 missing observations.
Long-term Changes in Child and Parenting Measures
Descriptive statistics of child psychopathology, child function level, parental skills and parental mental health at baseline and 12 months and 24 months after baseline are presented in Table 3. A statistical comparison of the different time-points is presented in Table 4. In terms of child psychopathology, significant improvements between baseline and the 12-month follow-up as well as between baseline and the 24-month follow-up were found in CBCL total scores and externalizing scores; SDQ total scores and most sub-scales (emotional, conduct, hyperactivity and peer and problems); and irritability measured with the ARI scale. At the same time, there was a significant deterioration in CBCL total and externalizing scores and SDQ prosocial behavior scores between the 12-month and 24-month follow-ups.
We conducted an additional analysis of 37 (74%) of the 50 parents who completed the SDQ questionnaire both at baseline and at the 24-month follow-up as well as the parent training program. This analysis showed that 30 (81%) of the 37 children had a total SDQ score above the 90th percentile (i.e., abnormal range) at baseline, while only 14 (38%) remained in the abnormal range at the 24-month follow-up (P < .001, McNemar’s test), based on the population sample of 4–16-year-old children [12]. When using the 80th percentile cut-off point (i.e., abnormal or border range), 36 (97%) children were above the cut-off point at baseline, while the respective figure at the 24-month follow up was 23 (62%), indicating a highly significant change (P < .001, McNemar’s test).
When parents were asked about perceived difficulties regarding their child’s behavior problems with a single question—“Overall, do you think that your child has difficulties in one or more of the following areas: emotions, behavior or being able to get on with other people?”—at baseline, 2 (5%) out of 37 had no or minor problems, 20 (54%) had definite problems and 15 (41%) had severe problems. The respective figures at the 24-month follow-up were 14 (38%), 14 (38%) and 9 (24%) (P = .001, McNemar-Bowker test).
Among the child psychometric measures, callousness and uncaring improved between baseline and the 12-month follow-up. However, uncaring deteriorated between the 12-month and the 24-month follow-up, and no significant improvement was found between baseline and 24 months. The SFSW parent training program did not have any significant positive association with unemotional traits at the 12-month or the 24-month follow-up.
Child functioning in everyday situations (e.g., transitions, dining, home and outside home activities) improved significantly between baseline and both follow-up points. No significant change was observed between the 12- and 24-month follow-up comparisons.
Table 3
Child psychopathology, child functioning level, parental skills and parental mental health at baseline and 12 months and 24 months after the baseline (n = 50).
Variable | | Baselinea Meand (SE) | 12 monthsb Mean (SE) | 24 monthsc Mean (SE) |
Child psychopathology |
SDQe | Total | 19.8 (1.1) | 14.4 (1.3) | 15.3 (1.3) |
| Emotional symptoms | 3.5 (0.5) | 2.1 (0.5) | 2.7 (0.5) |
| Conduct problems | 7.3 (0.4) | 5.1 (0.4) | 5.2 (0.5) |
| Hyperactivity | 6.8 (0.6) | 5.5 (0.7) | 5.7 (0.7) |
| Peer problems | 2.1 (0.4) | 1.5 (0.4) | 1.5 (0.5) |
| Prosocial behavior | 5.6 (0.5) | 6.4 (0.5) | 5.8 (0.5) |
| Impact | 3.2 (0.4) | 2.0 (0.4) | 2.7 (0.4) |
ARIf | Irritability | 9.3 (0.8) | 6.2 (0.8) | 6.4 (0.8) |
CBCL/1.5-5g | Total | 61.8 (5.5) | 43.8 (5.8) | 50.2 (5.9) |
| Externalizing | 25.5 (1.9) | 18.0 (2.2) | 20.2 (2.2) |
ICUh | Total | 25.9 (1.8) | 22.5 (2.0) | 24.1 (2.0) |
| Callousness | 8.1 (0.8) | 6.2 (0.9) | 6.1 (1.0) |
| Uncaring | 14.0 (0.8) | 12.0 (0.9) | 13.3 (0.9) |
| Unemotional | 4.2 (0.7) | 4.6 (0.7) | 5.1 (0.8) |
Child functioning level |
Everyday situations | Child behavior - total | 42.4 (2.7) | 33.4 (3.0) | 33.6 (3.0) |
| Transition situations | 13.9 (1.1) | 10.5 (1.1) | 11.1 (1.1) |
| Dining situations | 7.8 (0.7) | 6.7 (0.7) | 6.4 (0.7) |
| Situations outside home | 10.3 (0.8) | 8.0 (0.8) | 7.8 (0.8) |
| Home situations | 10.3 (0.8) | 8.0 (0.9) | 8.2 (0.9) |
Parental skills | mean (SE) | mean (SE) | mean (SE) |
Parenting scale | Total | 3.5 (0.1) | 3.1 (0.1) | 3.2 (0.1) |
| Laxness | 2.8 (0.2) | 2.4 (0.2) | 2.5 (0.2) |
| Overreactivity | 4.4 (0.3) | 3.6 (0.3) | 3.8 (0.3) |
| Hostility | 2.2 (0.2) | 1.9 (0.2) | 2.2 (0.2) |
DASS-21i | Total | 24.4 (3.8) | 20.3 (3.9) | 23.5 (4.0) |
| Depression | 8.2 (1.5) | 6.7 (1.5) | 7.7 (1.5) |
| Anxiety | 2.7 (1.0) | 2.9 (1.1) | 3.4 (1.2) |
| Stress | 13.5 (1.7) | 10.6 (1.8) | 12.5 (1.9) |
a Measurements before the program started, b Measurements at 12 months after starting the program, c Measurements at 24 months after starting the program, dLeast-squares means, eSDQ = Strengths and Difficulties Questionnaire; fARI = questionnaire for irritability; gCBCL/1.5-5 = Child behavior checklist for preschool children; hICU= Inventory of Callous-Unemotional Traits; iDASS-21 = 21-item Depression, Anxiety, and Stress Scale.
Table 4
Changes from baseline to 12 months and 24 months after, in child psychopathology, child function level and parental skills.
Variable | Baselinea to 12 monthsb | Baseline to 24 monthsc | 12 months to 24 months |
Mean (95% CI) | P Value | Cohen’s d | Mean (95% CI) | P Value | Cohen’s d | Mean (95% CI) | P Value |
Child psychopathology | | |
SDQd | | | | | | | | |
Total | 5.4 (3.5–7.3) | < .001 | 0.62 | 4.5 (2.4–6.5) | < .001 | 0.47 | -0.9 (-2.1–0.3) | .34 |
Emotional | 1.4 (0.7–2.1) | < .001 | 0.43 | 0.8 (-0.0–1.7) | .053 | 0.21 | -0.6 (-1.1 – -0.1) | .031 |
Conduct | 2.2 (1.6–2.8) | < .001 | 0.78 | 2.1 (1.4–2.8) | < .001 | 0.65 | -0.1 (-0.7–0.5) | .68 |
Hyperactivity | 1.2 (0.5–2.0) | .002 | 0.34 | 1.0 (0.3–1.8) | .008 | 0.29 | -0.2 (-0.8–0.3) | .44 |
Peer | 0.6 (0.1–1.0) | .018 | 0.25 | 0.6 (0.1–1.2) | .025 | 0.24 | 0.1 (-0.4–0.6) | .77 |
Prosociale | -0.8 (-1.4 – -0.2) | .009 | -0.27 | -0.2 (-0.8–0.4) | .45 | -0.08 | 0.6 (0.1–1.1) | .024 |
Impact | 1.2 (0.6–1.8) | < .001 | 0.45 | 0.5 (-0.2–1.1) | .15 | 0.16 | -0.7 (-1.3 – -0.2) | .012 |
ARIf | | | | | | | | |
Irritability | 3.1 (1.9–4.3) | < .001 | 0.57 | 2.9 (1.7–4.1) | < .001 | 0.52 | -0.2 (-1.4–1.0) | .71 |
CBCL/1.5-5g | | | | | | | | |
Externalizing | 7.5 (4.7–9.9) | < .001 | 0.66 | 5.2 (2.4–8.1) | .001 | 0.39 | -2.3 (-4.1 – -0.4) | .016 |
Total | 17.4 (9.8–25.0) | < .001 | 0.49 | 11.0 (3.5–18.5) | .005 | 0.32 | -6.4 (10.2 – -2.7) | .001 |
ICUh | | | | | | | | |
Total | 3.4 (0.9–5.9) | .008 | 0.30 | 1.7 (-0.8–4.2) | .17 | 0.15 | -1.7 (-3.7–0.4) | .11 |
Callousness | 1.9 (0.6–3.2) | .004 | 0.31 | 1.9 (0.5–3.4) | .008 | 0.29 | 0.0 (-1.2–1.3) | .94 |
Uncaring | 2.0 (0.7–3.2) | .003 | 0.33 | 0.8 (-0.3–1.8) | .17 | 0.15 | -1.2 (-2.3 – -0.2) | .027 |
Unemotional | -0.4 (-1.0–0.1) | .14 | -0.16 | -0.9 (-1.8–0.0) | .044 | -0.22 | -0.5 (-1.2–0.2) | .14 |
Child’s ability to function | | | | | | | |
Everyday situations (child behavior) | | | | | | | |
Child behavior total | 9.1 (5.3–12.9) | < .001 | 0.52 | 8.9 (4.9–12.8) | < .001 | 0.49 | -0.2 (-3.3–3.0) | .91 |
Transition situations | 3.4 (2.0–4.9) | < .001 | 0.52 | 2.8 (1.2–4.4) | .001 | 0.38 | -0.6 (-1.7–0.5) | .27 |
Dining situations | 1.0 (0.2–1.9) | .013 | 0.28 | 1.4 (0.6–2.3) | .001 | 0.37 | 0.4 (-0.4–1.2) | .36 |
Situations outside home | 2.3 (1.1–3.4) | < .001 | 0.43 | 2.6 (1.4–3.7) | < .001 | 0.49 | 0.3 (-0.7–1.2) | .54 |
Home situations | 2.2 (1.1–3.3) | < .001 | 0.45 | 2.0 (0.9–3.2) | .001 | 0.40 | -0.2 (-1.2–0.9) | .73 |
Parental skills |
Parenting scale | | | | | | | | |
Total | 0.5 (0.3–0.6) | < .001 | 0.68 | 0.4 (0.2–0.5) | < .001 | 0.49 | -0.1 (-0.2–0.0) | .15 |
Laxness | 0.4 (0.1–0.6) | .002 | 0.35 | 0.3 (0.1–0.5) | .021 | 0.26 | -0.1 (-0.4–0.1) | .39 |
Overreactivity | 0.8 (0.5–1.1) | < .001 | 0.59 | 0.6 (0.3–0.9) | .001 | 0.41 | -0.2 (-0.4–0.1) | .091 |
Hostility | 0.2 (0.0–0.3) | .013 | 0.28 | -0.0 (-0.3–0.2) | .70 | -0.04 | -0.2 (-0.5 – -0.0) | .031 |
DASS-21i | | | | | | | | |
Total | 4.0 (-0.8–8.9) | .10 | 0.18 | 0.9 (-4.2–5.9) | .73 | 0.04 | -3.2 (-8.3–1.9) | .22 |
Depression | 1.5 (-0.7–3.8) | .17 | 0.15 | 0.6 (-1.4–2.6) | .57 | 0.06 | -1.0 (-2.8–0.8) | .29 |
Anxiety | -0.2 (-1.7–1.2) | .74 | 0.04 | -0.7 (-2.7–1.2) | .45 | 0.08 | -0.5 (-2.0–1.0) | .51 |
Stress | 2.9 (0.7–5.0) | .009 | 0.29 | 1.0 (-1.1–3.2) | .34 | 0.10 | -1.9 (-4.3–0.6) | .14 |
a Measurement before the program started, b Measurement at 12 months after the program started, c Measurement at 24 months after the program started, dSDQ = Strengths and Difficulties Questionnaire; eIncrease in prosocial SDQ subscore indicates improvement. fARI = questionnaire for irritability; gCBCL/1.5-5 = Child behavior checklist for preschool children; hICU= Inventory of Callous-Unemotional Traits; iDASS-21 = 21-item Depression, Anxiety, and Stress Scale.
Interestingly, there were differences between parenting profiles regarding the long-term changes. Parental overreactivity and laxness improved between baseline and the 12-month follow-up and between baseline and the 24-month follow-up. Parental hostility showed improvement between baseline and the 12-month follow-up but not between baseline and the 24-month comparison. In fact, hostility showed significant deterioration between the 12-month and the 24-month follow-up. We observed no significant association in parental mental health problems, measured with DASS-21, between baseline and either of the follow-ups.
Finally, to graphically illustrate the key findings, Figures A–D describe the changes of main outcome measures across time points including posttreatment and at the 6-month follow-up, which has previously been reported in detail [11]. Of note, the parenting scales and ICU were not measured posttreatment. The figures illustrate that SDQ conduct, and ARI irritability scores exhibited the largest improvement between baseline and posttreatment and further improvement between posttreatment and the 6-month follow-up; the findings at the 12- and 24-month follow-ups were rather stable. Among the ICU measures, callousness and uncaring showed improvement between baseline and the 6-month follow-up. After that, callousness stayed quite stable while uncaring and unemotional showed deterioration. As for the parenting measures, all parenting styles showed improvement between baseline and the 6-month follow-up. After that, overreactivity and laxness were quite stable, while hostility showed deterioration.