Bernardine Woo’s research while affiliated with Institute of Mental Health, Singapore and other places

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Publications (14)


TABLE 2 Invariance Results for Aligned Loadings and Thresholds for CBCL and YSR Items 
Descriptive Information for the Samples
Testing Syndromes of Psychopathology in Parent and Youth Ratings Across Societies
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January 2018

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681 Reads

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42 Citations

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Frank C. Verhulst

As societies become increasingly diverse, mental health professionals need instruments for assessing emotional, behavioral, and social problems in terms of constructs that are supported within and across societies. Building on decades of research findings, multisample alignment confirmatory factor analyses tested an empirically based 8-syndrome model on parent ratings across 30 societies and youth self-ratings across 19 societies. The Child Behavior Checklist for Ages 6–18 and Youth Self-Report for Ages 11–18 were used to measure syndromes descriptively designated as Anxious/Depressed, Withdrawn/Depressed, Somatic Complaints, Social Problems, Thought Problems, Attention Problems, Rule-Breaking Behavior, and Aggressive Behavior. For both parent ratings (N = 61,703) and self-ratings (N = 29,486), results supported aggregation of problem items into 8 first-order syndromes for all societies (configural invariance), plus the invariance of item loadings (metric invariance) across the majority of societies. Supported across many societies in both parent and self-ratings, the 8 syndromes offer a parsimonious phenotypic taxonomy with clearly operationalized assessment criteria. Mental health professionals in many societies can use the 8 syndromes to assess children and youths for clinical, training, and scientific purposes. (free download full text http://www.tandfonline.com/eprint/8Bf2vVImprbTVjAM586m/full).

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FIGURE 1 
TABLE 1 Reference, Total Sample Size, Ages, Sampling Procedure, Percentage Male, Response Rate, and Exclusion of Referred Children for 21 Societies
TABLE 6 The 24 Problems in Common from the Child Behavior Checklist (CBCL) and Teacher's Report Form (TRF) Items with the 30 Highest Mean Ratings
TABLE 7 Decision Statistics for Ages 6 to 11 by Society for Internalizing=Externalizing (N ¼ 17,933)
Parent–Teacher Agreement on Children's Problems in 21 Societies

April 2014

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4,426 Reads

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145 Citations

Parent-teacher cross-informant agreement, although usually modest, may provide important clinical information. Using data for 27,962 children from 21 societies, we asked the following: (a) Do parents report more problems than teachers, and does this vary by society, age, gender, or type of problem? (b) Does parent-teacher agreement vary across different problem scales or across societies? (c) How well do parents and teachers in different societies agree on problem item ratings? (d) How much do parent-teacher dyads in different societies vary in within-dyad agreement on problem items? (e) How well do parents and teachers in 21 societies agree on whether the child's problem level exceeds a deviance threshold? We used five methods to test agreement for Child Behavior Checklist (CBCL) and Teacher's Report Form (TRF) ratings. CBCL scores were higher than TRF scores on most scales, but the informant differences varied in magnitude across the societies studied. Cross-informant correlations for problem scale scores varied moderately across societies studied and were significantly higher for Externalizing than Internalizing problems. Parents and teachers tended to rate the same items as low, medium, or high, but within-dyad item agreement varied widely in every society studied. In all societies studied, both parental noncorroboration of teacher-reported deviance and teacher noncorroboration of parent-reported deviance were common. Our findings underscore the importance of obtaining information from parents and teachers when evaluating and treating children, highlight the need to use multiple methods of quantifying cross-informant agreement, and provide comprehensive baselines for patterns of parent-teacher agreement across 21 societies.


Self‐reported depression and anxiety symptoms in school‐aged Singaporean children

September 2013

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484 Reads

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36 Citations

Asia-Pacific Psychiatry

Few studies have examined anxiety and depression experiences of primary (middle) school-aged children from ethnically diverse backgrounds, and most have relied on parents or others as informants. The present study aimed to investigate self-reported anxiety and depression symptoms in Singaporean primary school-aged children. Age, gender, and ethnic differences and interactions were explored as well as similarities and differences between Singaporean children and US norms. A large representative community sample of 1655 8- to 12-year-old Singaporean children (Chinese, Malay, and Indian) completed the Multidimensional Anxiety Scale for Children (MASC) and the Children's Depression Inventory (CDI) as part of a larger epidemiological study of mental health in Singaporean children. Rates of clinically elevated symptoms of anxiety and depression were 9.3% and 16.9% on the MASC and the CDI, respectively. Separation and social anxieties were most common. Evidence of a gender difference in levels of emotional symptoms was most evident in Indian children, with girls reporting more symptoms than boys. The relationship between age and internalizing problems was weak. A substantial minority of primary school-aged Singaporean children reported elevated anxious and depressive symptoms. Better understanding of the factors that contribute to the development and maintenance of these problems can help the development of culture-specific interventions and facilitate the planning of community-tailored services and initiatives.


International Epidemiology of Child and Adolescent Psychopathology II: Integration and Applications of Dimensional Findings From 44 Societies

December 2012

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658 Reads

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183 Citations

Journal of the American Academy of Child & Adolescent Psychiatry

To build on Achenbach, Rescorla, and Ivanova (2012) by (a) reporting new international findings for parent, teacher, and self-ratings on the Child Behavior Checklist, Youth Self-Report, and Teacher's Report Form; (b) testing the fit of syndrome models to new data from 17 societies, including previously underrepresented regions; (c) testing effects of society, gender, and age in 44 societies by integrating new and previous data; (d) testing cross-society correlations between mean item ratings; (e) describing the construction of multisociety norms; (f) illustrating clinical applications. Confirmatory factor analyses (CFAs) of parent, teacher, and self-ratings, performed separately for each society; tests of societal, gender, and age effects on dimensional syndrome scales, DSM-oriented scales, Internalizing, Externalizing, and Total Problems scales; tests of agreement between low, medium, and high ratings of problem items across societies. CFAs supported the tested syndrome models in all societies according to the primary fit index (Root Mean Square Error of Approximation [RMSEA]), but less consistently according to other indices; effect sizes were small-to-medium for societal differences in scale scores, but very small for gender, age, and interactions with society; items received similarly low, medium, or high ratings in different societies; problem scores from 44 societies fit three sets of multisociety norms. Statistically derived syndrome models fit parent, teacher, and self-ratings when tested individually in all 44 societies according to RMSEAs (but less consistently according to other indices). Small to medium differences in scale scores among societies supported the use of low-, medium-, and high-scoring norms in clinical assessment of individual children.


Comparisons between autism spectrum disorders and anxiety disorders: Findings from a clinic sample in Singapore

September 2012

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153 Reads

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9 Citations

Asia-Pacific Psychiatry

The goals of the present study were to: (i) examine similarities and differences in behavioral/emotional problems manifested by children with autism spectrum disorder (ASD) and those with anxiety disorder (ANX); (ii) test the ability of each of the eight child behavioral checklist (CBCL) and teacher report form (TRF) syndrome scales to differentiate the ASD group from the ANX group; and (iii) test the ability of an ASD scale derived by Ooi et al. to differentiate the ASD group from the ANX group. Archival CBCL and TRF data from 180 children between 4 and 18 years of age (119 males, 61 females) diagnosed with ASD (n = 86) or ANX (n = 94) at an outpatient child psychiatric clinic in Singapore were analyzed. The ASD group scored significantly higher on Social Problems and Attention Problems but significantly lower on Anxious/Depressed and Somatic Complaints than the ANX group. The groups did not show significant differences on Withdrawn/Depressed and Thought Problems. Both the CBCL and TRF ASD scales were significant predictors of the ASD group, with moderate to high sensitivity and specificity. Our findings for an Asian sample support the diagnostic overlap between ASD and ANX reported for Western samples and underscore the importance of treating ASD as both a unitary disease and as a web of overlapping configurations of underlying problem dimensions.


Examining the Criterion Validity of CBCL and TRF Problem Scales and Items in a Large Singapore Sample

September 2011

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372 Reads

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36 Citations

Child Psychiatry & Human Development

This study examined the criterion validity of the Child Behavior Checklist (CBCL) and Teacher's Report Form (TRF) problem scales and items in demographically-matched Singapore samples of referred and non-referred children (840 in each sample for the CBCL and 447 in each sample for the TRF). Internal consistency estimates for both the CBCL and TRF scales were good. Almost all CBCL and TRF problem scales and items significantly discriminated between referred and non-referred children, with referred children scoring higher, as expected. The largest referral status effects were on attention problems scales and their associated items, with the TRF having larger effects than the CBCL. Effect sizes for demographic variables such as age, gender, ethnicity and SES were much smaller than effect sizes for referral status, across both the CBCL and TRF forms and at both the scale and item levels. These findings suggest that teachers can be effective partners in identifying children who need mental health services and those who do not.


Identification of Autism Spectrum Disorders Using the Child Behavior Checklist in Singapore

September 2011

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284 Reads

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96 Citations

Journal of Autism and Developmental Disorders

We tested the ability of the 2001 CBCL syndromes to discriminate among 86 children with Autism Spectrum Disorder (ASD), 117 children with Attention Deficit Hyperactivity Disorder-Inattentive type, 426 children with Attention Deficit Hyperactivity Disorder-Hyperactive-Impulsive or Combined type, 200 clinically referred children who did not receive a diagnosis, and 436 typically-developing children in a community sample. The Withdrawn/Depressed, Social Problems, and Thought Problems syndromes significantly discriminated the ASD group from the four other groups. An ASD scale, constructed from nine CBCL items, demonstrated moderate to high sensitivity (68 to 78%) and specificity (73 to 92%). Consistent with previous research, findings from this study provide strong support for the CBCL as a screening tool for ASD.


FIGURE 1 For the purpose of clear presentation, some latent factor correlations are not depicted. Note: AB ϭ aggressive behavior; AD ϭ anxious/depressed; AP ϭ attention problems; ER ϭ emotionally reactive; S ϭ sleep; SC ϭ somatic complaints; W ϭ withdrawn. 
Table 1
Preschool Psychopathology Reported by Parents in 23 Societies

December 2010

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254 Reads

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26 Citations

Journal of the American Academy of Child & Adolescent Psychiatry

Objective: To test the fit of a seven-syndrome model to ratings of preschoolers' problems by parents in very diverse societies. Method: Parents of 19,106 children 18 to 71 months of age from 23 societies in Asia, Australasia, Europe, the Middle East, and South America completed the Child Behavior Checklist for Ages 1.5–5 (CBCL/1.5–5). Confirmatory factor analyses were used to test the seven-syndrome model separately for each society. Results: The primary model fit index, the root mean square error of approximation (RMSEA), indicated acceptable to good fit for each society. Although a six-syndrome model combining the Emotionally Reactive and Anxious/Depressed syndromes also fit the data for nine societies, it fit less well than the seven-syndrome model for seven of the nine societies. Other fit indices yielded less consistent results than the RMSEA. Conclusions: The seven-syndrome model provides one way to capture patterns of children's problems that are manifested in ratings by parents from many societies. Clinicians working with preschoolers from these societies can thus assess and describe parents' ratings of behavioral, emotional, and social problems in terms of the seven syndromes. The results illustrate possibilities for culture– general taxonomic constructs of preschool psychopathology. Problems not captured by the CBCL/1.5–5 may form additional syndromes, and other syndrome models may also fit the data.


FIGURE 1 For the purpose of clear presentation, some latent factor correlations are not depicted. Note: AB ϭ aggressive behavior; AD ϭ anxious/depressed; AP ϭ attention problems; ER ϭ emotionally reactive; S ϭ sleep; SC ϭ somatic complaints; W ϭ withdrawn. 
Preschool Psychopathology Reported by Parents in 23 Societies: Testing the Seven-Syndrome Model of the Child Behavior Checklist for Ages 1.5-5

December 2010

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496 Reads

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280 Citations

Journal of the American Academy of Child & Adolescent Psychiatry

To test the fit of a seven-syndrome model to ratings of preschoolers' problems by parents in very diverse societies. Parents of 19,106 children 18 to 71 months of age from 23 societies in Asia, Australasia, Europe, the Middle East, and South America completed the Child Behavior Checklist for Ages 1.5-5 (CBCL/1.5-5). Confirmatory factor analyses were used to test the seven-syndrome model separately for each society. The primary model fit index, the root mean square error of approximation (RMSEA), indicated acceptable to good fit for each society. Although a six-syndrome model combining the Emotionally Reactive and Anxious/Depressed syndromes also fit the data for nine societies, it fit less well than the seven-syndrome model for seven of the nine societies. Other fit indices yielded less consistent results than the RMSEA. The seven-syndrome model provides one way to capture patterns of children's problems that are manifested in ratings by parents from many societies. Clinicians working with preschoolers from these societies can thus assess and describe parents' ratings of behavioral, emotional, and social problems in terms of the seven syndromes. The results illustrate possibilities for culture-general taxonomic constructs of preschool psychopathology. Problems not captured by the CBCL/1.5-5 may form additional syndromes, and other syndrome models may also fit the data.


Emotional and behavioral problems in Singaporean children based on parent, teacher and child reports

January 2008

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4,201 Reads

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84 Citations

Singapore Medical Journal

This study aims to determine the prevalence of emotional and behavioural problems in a community sample of Singaporean children aged 6-12 years, and its agreement according to parent, teacher and child reports. The Child Behaviour Checklist (CBCL), Teacher Rating Form (TRF) and child report questionnaires for depression and anxiety were administered to a community sample of primary school children. 60 percent of the children sampled (n = 2,139) agreed to participate. Parents of a sub-sample of 203 children underwent a structured clinical interview. Higher prevalence of emotional and behavioural problems was identified by CBCL (12.5 percent) than by TRF (2.5 percent). According to parent reports, higher rates of internalising problems (12.2 percent) compared to externalising problems (4.9 percent), were found. Parent-teacher agreement was higher for externalising problems than for internalising problems. Correlations between child-reported depression and anxiety, and parent and teacher reports were low to moderate, but were better for parent reports than for teacher reports. The prevalence rates of emotional and behavioural problems in Singaporean children based on CBCL ratings are comparable to those in the West, but the low response rate and exclusion of children with special needs limit the generalisability of our findings. Singaporean children have higher rates of internalising problems compared to externalising problems, while Western children have higher rates of externalising problems compared to internalising problems.


Citations (14)


... The Achenbach System of Empirically Based Assessment (ASEBA) represents the most widely used and cross-culturally established rating scales internationally (3)(4). The questionnaires for schoolage children and adolescents are also available in a German version for all three informant perspectives: parent report (CBCL/6-18R), youth self-report (YSR/11-18R), and teacher report (TRF/6-18R) (1). ...

Reference:

Supplementary scales for the school-age forms of the Achenbach System of Empirically Based Assessment rated by adolescents, parents, and teachers: Psychometric properties in German samples
Testing Syndromes of Psychopathology in Parent and Youth Ratings Across Societies

... To examine child's behavior, we used parent and child forms from the Achenbach System of Empirically Based Assessment (ASEBA): Child Behavior Checklist (CBCL) and Youth Self Report (YSR). 18,19 These questionnaires are widely used, reliable and valid measurements for emotional and behavioral problems. At the age of 13-15 years, both children and their primary caregiver independently completed these questionnaires. ...

Preschool Psychopathology Reported by Parents in 23 Societies

Journal of the American Academy of Child & Adolescent Psychiatry

... *Remained significant after controlling for dichotomized wave 1 teacher-and parent-rated conduct problems (details available upon request) rate their children as having considerably more CP than do teachers (e.g., Rescorla et al., 2014). Still, it is unlikely that the sole reliance on teacher-reports explains the lower percentages of children in the three CP trajectories, especially since our percentages align closely with those reported in the 2004 Pelotas Birth Cohort study that only used maternal reports (i.e., childhood-limited = 17.7.%; ...

Parent–Teacher Agreement on Children's Problems in 21 Societies

... Los niños que han sufrido una cuarentena son más propensos a dicha clínica (60) detectando cifras de hasta 30% de estrés postraumático (61). Xie et al (62) estima 22,6% de síntomas depresivos en edad infantojuvenil durante la pandemia, así como 18,9% de ansiedad, cifras superiores a las detectadas previamente, incluso en epidemias como la de la gripe A (62,63). Tras el inicio del SARS-CoV-2 contamos con series nacionales como la de Lavigne-Cerván et al (64) que detectaron un incremento de ansiedad infantil, especialmente de los 9 a los 12 años. ...

Self‐reported depression and anxiety symptoms in school‐aged Singaporean children
  • Citing Article
  • September 2013

Asia-Pacific Psychiatry

... The majority (81.2%) of studies were descriptive, nonexperimental studies, with the remaining six being intervention studies. Three of the intervention studies were schoolbased cognitive behavioural therapy (Clarke et al. 2017;Drmic et al. 2017;Luxford et al. 2017), one was cognitivebehavioural therapy with some school-based sessions (Fujii et al. 2013), one was a clinic-based cognitive-behavioural therapy study (Ooi et al. 2014) and one explored an intervention to reduce listening-related stress and anxiety in the classroom (Rance et al. 2017). ...

Comparisons between autism spectrum disorders and anxiety disorders: Findings from a clinic sample in Singapore
  • Citing Article
  • September 2012

Asia-Pacific Psychiatry

... Gender may also play a role. Research has shown that boys tend to report more externalizing problems, while girls tend to report more internalizing problems [17]. Moreover, during the pandemic, girls showed greater increases in internalizing problems than boys [18], suggesting that the pandemic may have increased gender disparities in mental health problems. ...

International Epidemiology of Child and Adolescent Psychopathology II: Integration and Applications of Dimensional Findings From 44 Societies

Journal of the American Academy of Child & Adolescent Psychiatry

... It was well suited to our purpose of conducting a large-scale investigation as it does not require training to administer and yields quantitative scores that could be related to language and cognitive measures. The CBCL has been validated in more than 30 countries with multicultural comparisons of scores (e.g., Ang et al. 2012). Moreover, a wide-scale study comparing it to a similar tool, the Strengths and Difficulties Questionnaire, concluded that the CBCL appears as a stronger psychometric measure, with high reliability and validity (Dang et al. 2017). ...

Examining the Criterion Validity of CBCL and TRF Problem Scales and Items in a Large Singapore Sample
  • Citing Article
  • September 2011

Child Psychiatry & Human Development

... Additionally, these scales have been validated across 23 societies, including the Netherlands (25). The use of multiple informants enhances the understanding of child behavior by facilitating comparisons, as well as the integration of information across different perspectives. ...

Preschool Psychopathology Reported by Parents in 23 Societies: Testing the Seven-Syndrome Model of the Child Behavior Checklist for Ages 1.5-5

Journal of the American Academy of Child & Adolescent Psychiatry

... In the end, for assessing the predictive value of CBCL for diagnosing ASD, the pathological states of subscales (categorized by the manual cutoff ) were used in the logistic model, and sensitivity, specificity, and accuracy were reported, as well, for comparison some other special ASD scores claiming to differentiate ASD from other conditions were extracted from literature [29][30][31][32][33] the sensitivity, specificity, and accuracy were assessed using logistic regression model and afterward, the receiver operating characteristic (ROC) curves were drawn and based on Kolmogorov-Smirnov graph the cutoffs were determined [34]. All the models were adjusted for age and gender. ...

Identification of Autism Spectrum Disorders Using the Child Behavior Checklist in Singapore
  • Citing Article
  • September 2011

Journal of Autism and Developmental Disorders

... 0.1% of the total theft cases) were found to have no mental illness. This is consistent with previous local figures, which ranged between 6.5% for theft remandees only (4) and 12.2% for all remandees. (2) The consistently low number of cases assessed as having no mental illness reflect a good triaging process in the Singapore system as compared to centres overseas, where these figures have been assessed to be in the range of 12% to 45%. ...

A comparison of male and female theft offenders remanded to a state psychiatric hospital

Singapore Medical Journal