Full sample: Descriptive statistics
Descriptive statistics for the PSQ SRBD scale and its subscales are presented in Table 1. Of the 15 children (15.6%) who screened positive on the SRBD scale, 10 were boys and five were girls. For the full sample, descriptive statistics are reported in Table 2 for sleep latency, nighttime sleep duration (number of hours in bed minus amount of time to fall asleep), and CBCL T-scores and in Table S1 for CDI-EV SS and MSEL T-scores.
Table 1
Descriptive statistics for the PSQ SRBD scale and subscales
SRBD Scale or Subscale | N | Maximum Possible Score | M (SD) | Mdn (IQR) | Range | N Positive (%) |
SRBDb | 96 | 21a | 3.74 (2.72) | 3.00 (2.00–5.75) | 0–11 | 15 (15.6%) |
Snoring | 92 | 4 | 0.41 (0.76) | 0 (0–1) | 0–3 | 26 (28.3%) |
Sleepiness | 70 | 4 | 0.51 (0.93) | 0 (0–1) | 0–4 | 21 (30.0%) |
Behavior | 96 | 6 | 1.99 (1.65) | 2 (1–3) | 0–6 | 75 (78.1%) |
Note. PSQ = Pediatric Sleep Questionnaire; SRBD = Sleep-Related Breathing Disorder; IQR = interquartile range. |
aScore of 7 or higher on the SRBD scale, 1 or higher on the Snoring and Sleepiness subscales, and 2 or higher on the Behavior subscale. |
bThe 22nd item, measuring nocturnal enuresis, was excluded because nocturnal enuresis is developmentally appropriate for 2-year-olds. |
Table 2
Descriptive statistics for sleep latency, nighttime sleep duration, and CBCL T-scores
| | | | | Mann-Whitney U (Positive vs. Negative) |
Measure | N | M (SD) | Mdn (IQR) | Range | Z | p | Cohen’s d |
Sleep latency (min) Full sample SRBD: Positive Negative Sleepiness: Positive Negative | 96 15 81 21 49 | 35.35 (21.56) 40.00 (20.96) 34.49 (21.69) 34.38 (17.51) 32.82 (21.86) | 30 (20–45) 30 (30–60) 30 (18.5–45.0) 30 (17.5–48.5) 30 (16–45) | 5–90 15–90 5–90 10–60 10–90 | 1.11 0.70 | .266 .486 | 0.23 0.08 |
Nighttime Sleep Duration (hr) Full sample SRBD: Positive Negative Sleepiness: Positive Negative | 96 15 81 21 49 | 10.36 (1.09) 10.05 (1.29) 10.42 (1.05) 10.50 (1.22) 10.51 (0.94) | 10.5 (9.8–11) 10.5 (9–11) 10.5 (9.8– 11) 10.5 (9.6–11.4) 10.5 (10–11) | 7.3–13.3 7.5–12.3 7.3–13.3 8.3–13.3 8.3–12.5 | 0.83 0.07 | .405 .944 | 0.17 0.01 |
CBCL DSM-5 Based Scales |
Depressive Problems T Full sample SRBD: Positive Negative Sleepiness: Positive Negative | 96 15 81 21 49 | 58.01 (6.78) 67.73 (6.02) 56.21 (5.22) 61.29 (8.44) 55.90 (5.13) | 56 (52–62.3) 67 (63–72) 56 (51–60) 60 (54–67) 56 (51–60) | 50–77 56–77 50–70 50–77 50–67 | 5.13 2.45 | < .001* .014 | 1.21 0.86 |
Anxiety Problems T Full sample SRBD: Positive Negative Sleepiness: Positive Negative | 96 15 81 21 49 | 51.38 (2.69) 52.60 (3.96) 51.15 (2.35) 50.90 (2.28) 51.02 (2.29) | 50 (50–51) 51 (50–54) 50 (50–51) 50 (50–51) 50 (50–51) | 50–60 50–60 50–60 50–60 50–60 | 2.13 0.20 | .033* .843 | 0.37 0.05 |
Autism Spectrum Problems T Full sample SRBD: Positive Negative Sleepiness: Positive Negative | 96 15 81 21 49 | 56.32 (7.27) 59.47 (7.38) 55.74 (7.14) 58.05 (8.66) 56.12 (6.44) | 54 (51–61) 58 (54–61) 54 (51–58) 58 (51–61) 54 (51–61) | 50–87 51–79 50–87 50–87 50–70 | 2.63 0.76 | .016* .448 | 0.50 0.27 |
Attention/Hyperactivity Problems T Full sample SRBD: Positive Negative Sleepiness: Positive Negative | 96 15 81 21 49 | 55.93 (6.72) 62.87 (6.42) 54.64 (5.97) 60.71 (7.04) 53.41 (5.53) | 54 (50–60) 64 (57–67) 52 (50–51) 60 (55.5–65.5) 51 (50–54) | 50–76 54–76 50–76 51–76 50–76 | 4.27 4.50 | < .001* < .001* | 0.95 1.21 |
Oppositional Defiant Problems T Full sample SRBD: Positive Negative Sleepiness: Positive Negative | 96 15 81 21 49 | 52.16 (4.77) 56.80 (9.07) 51.30 (2.81) 54.33 (6.77) 51.12 (2.12) | 50 (50–52) 52 (50–64) 50 (50–51) 51 (50–57) 50 (50–52) | 50–77 50–77 50–64 50–70 50–59 | 2.77 2.02 | .006* .043 | 0.53 0.79 |
Table 2
CBCL 2007 Scale |
Stress Problems T Full sample SRBD: Positive Negative Sleepiness: Positive Negative | 96 15 81 21 49 | 54.29 (6.27) 61.27 (10.41) 53.00 (4.12) 56.81 (8.61) 52.92 (4.37) | 51 (51–56.8) 63 (53–67) 51 (50–53) 53 (51–60.5) 51 (50–53) | 50–85 51–85 50–70 50–85 50–70 | 3.87 2.87 | < .001* .004* | 0.83 0.66 |
CBCL Higher-order Factor Scales |
Internalizing Problems T Full sample SRBD: Positive Negative Sleepiness: Positive Negative | 96 15 81 21 49 | 50.63 (8.14) 56.80 (6.39) 49.48 (7.94) 51.43 (8.77) 49.67 (8.04) | 49 (45–57.5) 59 (51–60) 47 (45–55.5) 51 (47–58.5) 47 (45–56) | 29–68 45–68 29–66 33–68 29–64 | 3.14 1.04 | .002* .300 | 0.67 0.21 |
Externalizing Problems T Full sample SRBD: Positive Negative Sleepiness: Positive Negative | 96 15 81 21 49 | 49.63 (9.81) 61.20 (9.40) 47.48 (8.31) 57.00 (9.92) 46.49 (7.97) | 49 (42–55.8) 58 (54–65) 46 (40–54) 56 (50–61) 46 (40–51.5) | 32–80 47–80 31–67 39–80 32–64 | 4.51 4.09 | < .001* < .001* | 1.03 1.22 |
Total Problems T Full sample SRBD: Positive Negative Sleepiness: Positive Negative | 96 15 81 21 49 | 51.42 (8.65) 62.67 (5.82) 49.33 (7.40) 56.81 (8.07) 48.33 (7.30) | 52 (44–57) 62 (57–66) 50 (43–55) 57 (53–61) 50 (43–53.5) | 31–73 55–73 31–65 40–73 31–65 | 5.19 3.81 | < .001* < .001* | 1.25 1.13 |
Note. CBCL = Child Behavior Checklist; IQR = interquartile range; min = minutes; SRBD = Sleep-Related Breathing Disorder; hr = hours; DSM-5 = Diagnostic and Statistical Manual of Mental Disorders-5. |
*Difference remains statistically significant after Holm-Bonferroni correction. |
As shown in Fig. 1, nighttime sleep duration was normally distributed. As indicated in Table 2, mean nighttime sleep duration was 10.36 ± 1.1 hours, which did not differ significantly from that reported by Bell and Zimmerman [54] for 822 TD toddlers (10.4 ± 1.4 hours), t(916) = -0.270, p = .787. Children took a median of 30 minutes to fall asleep, with 25% of the sample taking more than 45 minutes.
To provide further descriptive information regarding sleep for 2-year-olds with WS, parental responses to several other questions on the PSQ were considered. Parents of 57 of the 96 children (59.4%) indicated that their child had difficulty falling asleep. Thirteen children (out of 95, 13.7%) were reported to wake up more than twice per night and 26 (out of 95, 27.4%) had difficulty falling back asleep if they woke up at night. Parents of 27 (out of 91, 29.7%) indicated that their child had restless sleep and parents of 17 (out of 95, 17.9%) indicated their child had a difficult bedtime routine. Thirteen children (out of 96, 13.5%) took medication for sleep: 12 (12.5%) took melatonin (one of whom also took Clonazepam and another of whom also took Periactin, an anti-histamine) and one took only Periactin. Not surprisingly given the participants’ ages, 85 (out of 95, 89.5%) took a daytime nap.
Sleep latency, nighttime sleep duration, SRBD score, and Sleepiness score were not significantly related to CDI-EV SS or to the child’s age; the absolute value of these correlations ranged from .01 (p = .945) to .20 (p = .100). As indicated in Table 3, sleep latency was significantly negatively correlated with nighttime sleep duration, and SRBD score was significantly negatively related to MSEL Receptive Language T. None of the other correlations between the sleep variables and MSEL T-scores was significant. Few significant relations were found between either sleep latency or nighttime sleep duration and CBCL T-scores. In contrast, most of the correlations between SRBD or Sleepiness scores and CBCL T-scores were statistically significant.
Table 3
Bivariate correlations among sleep measures, CBCL T-scores, and MSEL T-scores
| Sleep latency | Nighttime sleep duration | SRBD score | Sleepiness score |
CBCL Depressive Problems T | .34* | − .31* | .63** | .52** |
CBCL Anxiety Problems T | .04 | − .27* | .18 | − .06 |
CBCL Autism Spectrum Problems T | .04 | − .08 | .31* | .15 |
CBCL Attention/Hyperactivity Problems T | .01 | − .19 | .58** | .50** |
CBCL Oppositional Defiant Problems T | − .15 | .12 | .35* | .32* |
CBCL Stress Problems T | .05 | − .08 | .48** | .37* |
CBCL Sleep Problems T | .34* | − .30* | .51** | .46** |
CBCL Internalizing Problems T | .08 | − .22 | .45** | .17 |
CBCL Externalizing Problems T | .03 | − .02 | .55** | .50** |
CBCL Total Problems T | .18 | − .20 | .67** | .50** |
MSEL Expressive Language T | < − .01 | .17 | − .18 | − .10 |
MSEL Receptive Language T | − .06 | .16 | − .29* | − .15 |
MSEL Visual Reception T | .07 | − .08 | − .26 | − .19 |
Sleep latency | | − .41** | .20 | .05 |
Nighttime sleep duration | | | − .21 | − .01 |
SRBD score | | | | --- |
Sleepiness score | | | | |
Note. N = 96 for all correlations except those including Sleepiness score, for which N = 70. |
CBCL = Child Behavior Checklist; MSEL = Mullen Scales of Early Learning; SRBD = Sleep-Related Breathing Disorders. |
* p < .01, ** p < .001. |
As indicated in Table 4, all correlations among language and cognitive measures were positive and significant. All of the language measures were positively correlated with nighttime sleep duration and negatively correlated with Sleepiness score, although none of these correlations was strong enough to reach the p = .01 level of statistical significance. CBCL Internalizing Problems T was significantly negatively correlated with all language and cognitive measures and significantly positively correlated with CBCL Externalizing Problems T, which was significantly positively correlated with Sleepiness score.
Table 4
Bivariate correlations among the measures included in the regression analyses
| 2 | 3 | 4 | 5 | 6 | 7 | 8 |
1. CDI-EV SS | .88** | .65** | .63** | − .31* | .01 | .17 | − .09 |
2. MSEL Expressive Language T | | .68** | .63** | − .28* | − .05 | .17 | − .10 |
3. MSEL Receptive Language T | | | .68** | − .32* | − .05 | .16 | − .15 |
4. MSEL Visual Reception T | | | | − .36** | − .13 | − .08 | − .19 |
5. CBCL Internalizing Problems T | | | | | .45** | − .22 | .17 |
6. CBCL Externalizing Problems T | | | | | | − .02 | .50** |
7. Nighttime Sleep Duration | | | | | | | − .01 |
8. Sleepiness score | | | | | | | |
Note. N = 96 for all correlations except those including Sleepiness score, for which N = 70. |
CDI-EV SS = MacArthur-Bates Communicative Development Inventory expressive vocabulary standard score; MSEL = Mullen Scales of Early Learning; CBCL = Child Behavior Checklist. |
* p < .01, ** p < .001. |
Comparison of children who did or did not screen positive on the PSQ SRBD scale and subscales
Descriptive statistics for sleep latency, nighttime sleep duration, and CBCL T-scores are reported in Table 2 for the full sample and separately for those who did/did not screen positive for the SRBD scale and the Sleepiness subscale. As indicated in the table, there were no significant differences between those who screened positive compared to those who did not for either sleep latency or nighttime sleep duration. In contrast, the SRBD-positive screen group evidenced significantly more difficulties than the SRBD-negative screen group on all of the CBCL behavior measures. Those who screened positive on the Sleepiness scale demonstrated significantly more problems on the Attention Deficit/Hyperactivity and Stress scales and the Externalizing and Total factor scales than those who screened negative.
Performance on the language and cognitive measures was consistent with expectations for children with WS41: Mean CDI-EV SS was 99.50 (SD = 11.04, range: 84 [lowest possible at 24 months] – 130), and mean MSEL T-scores were 32.20 for Expressive Language (SD = 10.08, range: 20 [lowest possible] – 58), 31.93 for Receptive Language (SD = 11.66, range: 20–56), and 31.69 for Visual Reception (SD = 10.16, range: 20–56). After Holm-Bonferroni corrections, there were no significant differences on any of the language or nonverbal reasoning measures between children with or without a positive screen on either the SRBD scale or the Sleepiness subscale (Table S1).
We also compared the sleep latency and nighttime sleep duration of children with positive and negative screens on the Snoring subscale and the Behavior subscale. For the Snoring subscale, those who screened positive took significantly longer to fall sleep (N = 26, Mdn = 42.50, M = 45.35, SD = 23.16) than those who screened negative (N = 66, Mdn = 30.00, M = 31.29, SD = 19.83), Z = 2.81, p = .005, Cohen’s d = 0.61. Similarly, for the Behavior subscale, children with a positive screen took significantly longer to fall sleep (N = 75, Mdn = 30.00, M = 37.32, SD = 20.64) than those with a negative screen (N = 21, Mdn = 20.00, M = 28.33, SD = 23.78), Z = 2.42, p = .016, Cohen’s d = 0.51. No significant differences were found for nighttime sleep duration or any of the language or nonverbal reasoning measures between groups that screened positive or negative on either the Snoring or Behavior subscales.
For the PSQ Behavior subscale, those with a positive screen had significantly more difficulty than those who screened negative on the Stress (positive: Mdn = 53.00, M = 54.91, SD = 6.64; negative: Mdn = 50.00, M = 52.10, SD = 4.17; Z = 3.11, p = .002, Cohen’s d = 0.65) and Internalizing scales (positive: Mdn = 51.00, M = 51.87, SD = 7.71; negative: Mdn = 47.00, M = 46.38, SD = 8.21; Z = 2.53, p = .011, Cohen’s d = 0.53). Due to the overlap in items between the PSQ Behavior subscale and the CBCL Attention Deficit/Hyperactivity Problems scale and the Externalizing factor scale, comparisons between positive and negative screen groups were not performed. No significant differences were found on the remaining CBCL scales. For the Snoring subscale, there were no significant differences between those who screened positive and those who screened negative on any of the CBCL scales.
Association of language ability and behavior problems with nonverbal reasoning ability and nighttime sleep duration
To better understand the contributions of nonverbal reasoning ability and nighttime sleep duration to language abilities and behavior problems, five linear multiple regressions were conducted. As indicated in Table 5, for the three models that included language as the outcome, MSEL Visual Reception T (large effect) and nighttime sleep duration (small effect) made significant independent contributions and together explained a large amount of the variance, with Visual Reception T uniquely accounting for between 41% and 49% and nighttime sleep duration uniquely accounting for between 4.8% and 5.3%.
Table 5
Multiple regression analyses predicting language and behavior as a function of nonverbal reasoning and nighttime sleep duration
Predictor | B | t | p-value | 95% CI for B | semi-partial r | Cohen’s f2 |
CDI-EV SS |
Constant | 99.50 | 116.91 | < .001 | [97.81, 101.19] | | |
MSEL Visual Reception T | 0.70 | 8.27 | < .001* | [0.53, 0.87] | .64 | 0.74 |
Nighttime sleep duration (hr) | 2.30 | 2.92 | .004* | [0.74, 3.86] | .23 | 0.09 |
R2 = .44, adjusted R2 = .43, F (2, 93) = 36.75, p < .001 |
MSEL Expressive Language T |
Constant | 32.19 | 41.49 | < .001 | [30.65, 33.74] | | |
MSEL Visual Reception T | 0.64 | 8.33 | < .001* | [0.49, 0.80] | .65 | 0.75 |
Nighttime sleep duration (hr) | 2.02 | 2.82 | .006* | [0.60, 3.45] | .22 | 0.08 |
R2 = .44, adjusted R2 = .43, F (2, 93) = 37.00, p < .001 |
MSEL Receptive Language T |
Constant | 31.92 | 38.00 | < .001 | [30.25, 33.59] | | |
MSEL Visual Reception T | 0.81 | 9.64 | < .001* | [0.64, 0.97] | .70 | 1.00 |
Nighttime sleep duration (hr) | 2.31 | 2.97 | .004* | [0.77, 3.85] | .22 | 0.09 |
R2 = .51, adjusted R2 = .50, F (2, 93) = 48.88, p < .001 |
CBCL Internalizing Problems T |
Constant | 50.67 | 67.45 | < .001 | [49.18, 52.16] | | |
MSEL Visual Reception T | -0.31 | -4.11 | < .001* | [-0.46, -0.16] | − .38 | 0.18 |
Nighttime sleep duration (hr) | -1.84 | -2.65 | .010* | [-3.22, -0.46] | − .25 | 0.08 |
R2 = .19, adjusted R2 = .18, F (2, 93) = 11.14, p < .001 |
CBCL Externalizing Problems T |
Constant | 49.65 | 49.56 | < .001 | [47.66, 51.64] | | |
MSEL Visual Reception T | -0.12 | -1.25 | .216 | [-0.32, 0.07] | − .13 | 0.02 |
Nighttime sleep duration (hr) | -0.28 | -0.30 | .763 | [-2.12,1.56] | − .03 | < 0.01 |
R2 = .02, adjusted R2 = − .004, F (2, 93) = .80, p = .454 |
Note. N = 96. CI = confidence interval; CDI-EV SS = MacArthur-Bates Communicative Development Inventory expressive vocabulary standard score; MSEL = Mullen Scales of Early Learning; hr = hours; CBCL = Child Behavior Checklist. |
*Effect remains statistically significant after Holm-Bonferroni correction. |
As indicated in Table 5, the fourth model explained a medium amount of the variance in CBCL Internalizing Problems T, with significant independent contributions from MSEL Visual Reception T (medium effect) and nighttime sleep duration (small effect). Visual Reception T uniquely accounted for 14.4% of the variance and nighttime sleep duration uniquely accounted for 6.3%. The fifth model did not account for a significant amount of variance in CBCL Externalizing Problems T.
Association of language ability and behavior problems with nonverbal reasoning ability and excessive daytime sleepiness
To investigate the contributions of nonverbal reasoning ability and excessive daytime sleepiness to language abilities and behavior problems, five linear multiple regressions were conducted. As indicated in Table 6, the first three models explained a large amount of the variance in each of the three measures of language abilities. MSEL Visual Reception T (large effect) was the only significant predictor, uniquely accounting for between 34.8% and 50.4% of the variance. The fourth model explained a medium amount of the variance in CBCL Internalizing Problems T. MSEL Visual Reception T (small effect) was the only significant predictor, uniquely accounting for 12.3% of the variance. The fifth model explained a large amount of the variance in CBCL Externalizing Problems T. Sleepiness score (medium effect) was the only significant predictor, uniquely accounting for 22.1% of the variance.
Table 6
Multiple regression analyses predicting language and behavior as a function of nonverbal reasoning and sleepiness
Predictor | B | t | p-value | 95% CI for B | semi-partial r | Cohen’s f2 |
CDI-EV SS |
Constant | 99.84 | 94.96 | < .001 | [97.74, 101.93] | | |
MSEL Visual Reception T | 0.66 | 5.96 | < .001* | [0.44, 0.88] | .59 | 0.53 |
Sleepiness score | 0.28 | 0.24 | .809 | [-2.03, 2.59] | .02 | -0.06 |
R2 = .35, adjusted R2 = .33, F (2, 67) = 18.16, p < .001 |
MSEL Expressive Language T |
Constant | 32.00 | 36.37 | < .001 | [30.25, 33.76] | | |
MSEL Visual Reception T | 0.65 | 7.08 | < .001* | [0.47, 0.84] | .65 | 0.75 |
Sleepiness score | 0.25 | 0.26 | .795 | [-1.68, 2.19] | .02 | 0.07 |
R2 = .43, adjusted R2 = .42, F (2, 67) = 25.60, p < .001 |
MSEL Receptive Language T |
Constant | 32.31 | 31.82 | < .001 | [30.29, 34.34] | | |
MSEL Visual Reception T | 0.90 | 8.42 | < .001* | [0.69, 1.11] | .71 | 1.06 |
Sleepiness score | -0.24 | -0.22 | .829 | [-2.48, 1.99] | − .02 | 0.12 |
R2 = .53, adjusted R2 = .51, F (2, 67) = 37.04, p < .001 |
CBCL Internalizing Problems T |
Constant | 50.01 | 54.15 | < .001 | [48.17, 51.86] | | |
MSEL Visual Reception T | -0.30 | -3.07 | .003* | [-0.49, -0.10] | − .35 | 0.14 |
Sleepiness score | 0.93 | 0.91 | .364 | [-1.10, 2.96] | .10 | 0.01 |
R2 = .15, adjusted R2 = .12, F (2, 67) = 5.86, p = .005 |
CBCL Externalizing Problems T |
Constant | 49.56 | 48.26 | < .001 | [47.51, 51.61] | | |
MSEL Visual Reception T | -0.10 | -0.89 | .377 | [-0.31, 0.12] | − .09 | 0.01 |
Sleepiness score | 5.09 | 4.50 | < .001* | [2.83, 7.35] | .47 | 0.30 |
R2 = .26, adjusted R2 = .24, F (2, 67) = 11.66, p < .001 |
Note. N = 70. CI = confidence interval. CDI-EV SS = MacArthur-Bates Communicative Development Inventory expressive vocabulary standard score; MSEL = Mullen Scales of Early Learning; CBCL = Child Behavior Checklist. |
*Effect remains statistically significant after Holm-Bonferroni correction. |