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Unenge Hallerbäck, MariaORCID iD iconorcid.org/0000-0003-0837-1079
Publications (10 of 14) Show all publications
Westerberg, B., Jacobson, K., Unenge Hallerbäck, M., Bejerot, S. & Holländare, F. (2026). Communicative Behaviors in an Internet-Based Intervention for Individuals With Autism: Mixed Methods Analysis. Journal of Medical Internet Research, 28, Article ID e76527.
Open this publication in new window or tab >>Communicative Behaviors in an Internet-Based Intervention for Individuals With Autism: Mixed Methods Analysis
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2026 (English)In: Journal of Medical Internet Research, E-ISSN 1438-8871, Vol. 28, article id e76527Article in journal (Refereed) Published
Abstract [en]

Background: To meet the needs of individuals diagnosed with autism, internet-based interventions have been developed with a variety of objectives. A deeper understanding of the mechanisms of change may help tailor interventions to individual needs. The communicative behaviors of individuals with autism participating in text-based internet-based interventions remain largely unexplored, as do their potential relations to clinical outcomes. An improved understanding of participants' behaviors may help therapists better tailor support, promote engagement, and enhance treatment outcomes. Objective: This study aimed to explore the communicative behaviors of individuals with autism participating in an internet-based intervention and to examine whether different behavioral patterns were associated with treatment outcomes or treatment adherence. Methods: Messages from 34 participants enrolled in an 18-week internet-based cognitive behavioral therapy program were analyzed using abductive qualitative content analysis. Correlational analyses were used to examine the relationships between qualitative categories and change scores on outcome measures and rates of module completion. Results: Fourteen behavioral categories were identified and grouped into three overarching domains: (1) "This is me," which encompasses the participants' narratives on identity, personality, autistic functioning, current and past circumstances, and worldview; (2) "Working with the treatment," which included statements related to engagement with the treatment process; and (3) "I struggle," which comprised of past and present negative experiences and challenges. Correlational analyses revealed associations between several behavioral categories and improvements in quality of life and treatment adherence. Conclusions: The findings highlight the importance of self-narrative formulation among individuals with autism and suggest that certain communicative behaviors-particularly those involving identity reflection and recognition of treatment-related gains-were positively associated with therapeutic outcomes. The findings enhance our understanding of how individuals with autism engage in internet-based cognitive behavioral therapy and may serve as a valuable source of information for therapists when guiding expectations regarding client outcomesand identifying participants who may benefit from additional support.

Place, publisher, year, edition, pages
JMIR Publications, 2026
Keywords
autism, communicative behaviors, internet-based treatment, narrative identity
National Category
Public Health, Global Health and Social Medicine
Research subject
Public Health Science
Identifiers
urn:nbn:se:kau:diva-109015 (URN)10.2196/76527 (DOI)001687617300003 ()41637734 (PubMedID)2-s2.0-105029092800 (Scopus ID)
Available from: 2026-03-02 Created: 2026-03-02 Last updated: 2026-03-06Bibliographically approved
Marinopoulou, M., Billstedt, E., Wessman, C., Bornehag, C.-G. & Unenge Hallerbäck, M. (2025). Association Between Intellectual Functioning and Autistic Traits in the General Population of Children. Child Psychiatry and Human Development, 56, 264-275
Open this publication in new window or tab >>Association Between Intellectual Functioning and Autistic Traits in the General Population of Children
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2025 (English)In: Child Psychiatry and Human Development, ISSN 0009-398X, E-ISSN 1573-3327, Vol. 56, p. 264-275Article in journal (Refereed) Published
Abstract [en]

Autistic traits are continuously distributed in the general population. The associations between autistic traits and intellectual functioning and/or behavioural difficulties, and the impact of intellectual functioning on behavioural difficulties are unclear. The study aims to describe the distribution of autistic traits in a population-based cross-sectional sample of children. Further aims are to examine the association between intellectual functioning and autistic traits, and between autistic traits and behavioural difficulties. Wechsler scales and ratings of autistic traits and behavioural problems in 874 children aged 7-9 years in the Swedish Environmental Longitudinal Mother and Child, Asthma and Allergy (SELMA) study were assessed. We found a continuous distribution of autistic traits. Intellectual functioning was negatively associated with autistic traits but not with behavioural difficulties. Behavioural difficulties were associated with autistic traits.

Place, publisher, year, edition, pages
Springer, 2025
Keywords
Intellectual functioning, Autistic traits, Behavioural problems, Wechsler scales
National Category
Psychiatry
Research subject
Public Health Science
Identifiers
urn:nbn:se:kau:diva-96024 (URN)10.1007/s10578-023-01562-5 (DOI)001011965100001 ()37351708 (PubMedID)2-s2.0-85162685213 (Scopus ID)
Funder
Region Värmland, [LIVFOU-938951EU, Horizon 2020, 634880
Available from: 2023-07-06 Created: 2023-07-06 Last updated: 2026-02-12Bibliographically approved
Unenge Hallerbäck, M., Molarius, A., Karlsson, L. & Sonnby, K. (2025). Psychological distress in single fathers and mothers - a Swedish population-based study. Scandinavian Journal of Public Health
Open this publication in new window or tab >>Psychological distress in single fathers and mothers - a Swedish population-based study
2025 (English)In: Scandinavian Journal of Public Health, ISSN 1403-4948, E-ISSN 1651-1905Article in journal (Refereed) Epub ahead of print
Abstract [en]

Aims: The primary aim of the present study was to explore the prevalence of psychological distress among single fathers and single mothers in comparison to parents living together, and the factors contributing to the differences between single and partnered parents. A secondary aim was to investigate the perceived need for parental support in relation to severe psychological distress in these groups.Methods: A survey questionnaire was sent to a random population sample in Sweden in 2022 and 5750 parents aged 18-69 years participated. The outcome was severe psychological distress, measured by the Kessler-6 (scores >= 13). Associations between single parenthood and severe psychological distress were analysed with multiple logistic regression, adjusting for age group, economic difficulties, social support, risk consumption of alcohol and need for parental support.Results: Severe psychological distress was more common among single fathers (age-adjusted odds ratio (OR): 2.2; 95% confidence interval (CI): 1.4-3.5) and mothers (age-adjusted OR: 2.4; 95% CI: 1.8-3.3) than among partnered fathers and mothers. The main explanatory factors for the difference were economic difficulties and lack of social support, accounting together for 75% of the excess of severe psychological distress in single fathers and 64% in single mothers. Risk consumption of alcohol among both single and partnered fathers was also associated with severe psychological distress. Being in need of more parental support, for example, from maternity/child health care or family centres was associated with severe psychological distress among all parents, regardless of partnership status and gender.Conclusions: Single parents had a higher prevalence of severe psychological distress than partnered parents, mainly explained by economic difficulties and the lack of social support. Both among single and partnered parents, the need for more parental support was associated with severe psychological distress.

Place, publisher, year, edition, pages
Sage Publications, 2025
Keywords
Single parents, mental health, parental support, population studies, Sweden
National Category
Public Health, Global Health and Social Medicine
Research subject
Public Health Science
Identifiers
urn:nbn:se:kau:diva-104513 (URN)10.1177/14034948251332507 (DOI)001464960300001 ()40211615 (PubMedID)2-s2.0-105002480683 (Scopus ID)
Available from: 2025-06-02 Created: 2025-06-02 Last updated: 2026-02-12Bibliographically approved
Marinopoulou, M., Åsberg Johnels, J., Bornehag, C.-G., Unenge Hallerbäck, M. & Billstedt, E. (2024). Do Wechsler intelligence scales predict academic achievement in children with ADHD or autism?: A systematic review and meta-analysis. Applied Neuropsychology: Child
Open this publication in new window or tab >>Do Wechsler intelligence scales predict academic achievement in children with ADHD or autism?: A systematic review and meta-analysis
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2024 (English)In: Applied Neuropsychology: Child, ISSN 2162-2965, E-ISSN 2162-2973Article, review/survey (Refereed) Published
Abstract [en]

Intelligence tests predict academic achievement in typically developed children, however if this is the case also in children with attention-deficit/hyperactivity disorder (ADHD) and/or autism spectrum disorder (ASD) is not clear. This systematic review and meta-analysis examined if Wechsler intelligence scales predict academic achievement and/or grades in children, ages 6-16 years, with ADHD and/or ASD. We searched the databases PubMed, PsycINFO and Education Research Complete for studies published between 2000 and 2023. We used the Newcastle-Ottawa Scale to assess risk of bias. Narrative synthesis and meta-analysis were performed. Twelve studies (ADHD n = 1,834, ASD n = 176) were included in the review, and six samples (ADHD n = 1,112) of those were included in the meta-analyses. The results of the meta-analyses showed moderate overall weighted correlations between IQ and word reading, written language, and mathematics respectively. Similarly, the overall weighted correlations between processing speed and the aforementioned domains of academic achievement were moderate. Meta-analysis with additional Wechsler scales composite scores could not be conducted. In the narrative synthesis, Full Scale IQ was associated with academic achievement in both ADHD and ASD, and grades in ADHD. The limited number of ASD participants and the heterogeneity of the samples need to be considered when interpreting results. Generally, the results indicate that Wechsler scales are valuable in predicting academic achievement in children with ADHD or ASD. Motivation and other factors related with academic achievement need to be further explored in these groups. 

Place, publisher, year, edition, pages
Routledge, 2024
Keywords
Intelligence, academicachievement, Wechslerscales, ADHD, autism
National Category
Psychiatry
Research subject
Public Health Science
Identifiers
urn:nbn:se:kau:diva-100654 (URN)10.1080/21622965.2024.2361022 (DOI)001241337000001 ()2-s2.0-85195442522 (Scopus ID)
Available from: 2024-06-26 Created: 2024-06-26 Last updated: 2026-02-12Bibliographically approved
Marinopoulou, M., Unenge Hallerbäck, M., Bornehag, C.-G. & Billstedt, E. (2024). Is WISC-IV Working Memory Index associated with ADHD symptoms in 7-8-year-olds?. Applied Neuropsychology: Child, 13(4), 306-315
Open this publication in new window or tab >>Is WISC-IV Working Memory Index associated with ADHD symptoms in 7-8-year-olds?
2024 (English)In: Applied Neuropsychology: Child, ISSN 2162-2965, E-ISSN 2162-2973, Vol. 13, no 4, p. 306-315Article in journal (Refereed) Published
Abstract [en]

The Working Memory Index (WMI) in the Wechsler Intelligence Scale for Children (WISC) has been suggested to be associated with ADHD symptoms. The relationship between WMI and ADHD symptoms in the general population is not clear. The study aimed to examine the association between working memory (WM) and behavioral regulation (BR), and hyperactivity/inattention (HI) in a general population sample of 7-8-year-olds, and whether general intellectual functioning is associated with BR and HI. The study also examined if those with low WMI also fulfill elevated ADHD criteria. The study group (N = 865) was assessed with the WISC (Fourth edition), the Behavior Rating Inventory of Executive Function, the Strengths and Difficulties Questionnaire, and the Five to Fifteen Questionnaire, and divided into three groups based on WM function, and in relation to BR and/or HI problems. The associations between WM and BR, and WM and HI, including intellectual functioning as covariate, were examined. WM deficits were found in 22%, but the majority of those had no BR or HI problems. Four percent in the study group had WM deficits combined with BR and/or HI problems, and in about one third of those inattentive ADHD criteria were fulfilled. WM and prosocial behavior were associated with BR and HI. WM deficits measured with WISC WMI in 7-8-year-olds do not always signal BR and/or HI problems.

Place, publisher, year, edition, pages
Taylor & Francis, 2024
Keywords
Community sample, hyperactivity, inattention, WISC-IV, working memory
National Category
Psychiatry
Research subject
Public Health Science
Identifiers
urn:nbn:se:kau:diva-93897 (URN)10.1080/21622965.2023.2176232 (DOI)000934457200001 ()36780371 (PubMedID)2-s2.0-85148298527 (Scopus ID)
Funder
EU, Horizon 2020, 634880Region Värmland, LIVFOU-938951; LIVFOU-967660AnnMari och Per Ahlqvists Stiftelse, 20191206
Available from: 2023-03-09 Created: 2023-03-09 Last updated: 2026-02-12Bibliographically approved
Beckman, L., Unenge Hallerbäck, M., Persson, L. & Bäccman, C. (2023). Hur föräldrar med psykisk ohälsa upplever sitt behov av stöd i föräldraskapet. Karlstad: Karlstads universitet
Open this publication in new window or tab >>Hur föräldrar med psykisk ohälsa upplever sitt behov av stöd i föräldraskapet
2023 (Swedish)Report (Other academic)
Abstract [sv]

Det finns ett starkt samband mellan psykisk ohälsa hos föräldern och psykisk ohälsa hos barnet. Barnen tycks även ha en förhöjd risk att utveckla psykisk och fysisk ohälsa som unga vuxna. Eftersom en stor del av patienter med psykisk ohälsa finns i öppenvårdspsykiatrin eller primärvård är andelen barn som lever med föräldrar med psykisk ohälsa  förmodligen mycket större än vad vi tror. Föräldrar med psykisk ohälsa kan behöva stöd i sitt föräldraskap för att bli den bästa föräldren de kan. Syftet med projektet är att identifiera behov av stöd i föräldraskapet som föräldrar eller blivande föräldrar med psykisk ohälsa upplever. Vi genomförde tio intervjuer med föräldrar med psykisk ohälsa och skickade ut en enkät. Slutsatserna från resultatet var att det finns ett behov av stöd i föräldraskapet bland föräldrar med psykisk ohälsa. Vi fann att Familjecentralen lyfts fram som ett gott exempel och här skulle ett samarbete med psykiatrin främja relationen barn - förälder, samt att patient-anhörigförening spelar en viktig roll för föräldrar med psykisk ohälsa. Att synliggöra dessa ännu mer kan bidra till situationen på ett positivt sätt. Slutligen, det behövs inte några komplexa insatser, för många handlar det om att få träffa likasinnade i grupp, eller en samtalskontakt i svåra situationer.

Place, publisher, year, edition, pages
Karlstad: Karlstads universitet, 2023. p. 41
Series
Karlstad University Studies, ISSN 1403-8099 ; 2023:22
Keywords
psykisk ohälsa, föräldrar, stöd, intervjuer, enkät
National Category
Health Sciences Public Health, Global Health and Social Medicine
Research subject
Public Health Science
Identifiers
urn:nbn:se:kau:diva-95766 (URN)978-91-7867-388-9 (ISBN)978-91-7867-389-6 (ISBN)
Funder
Region Värmland, LIVFOU-969007
Available from: 2023-06-27 Created: 2023-06-27 Last updated: 2026-02-12Bibliographically approved
Unenge Hallerbäck, M. & Faltsjo, K. (2023). SOCIAL MEDIA USE AND EATING DISORDER RISK IN YOUNG PEOPLE: A SYSTEMATIC REVIEW. Journal of the American Academy of Child and Adolescent Psychiatry, 62(10), S202-S202
Open this publication in new window or tab >>SOCIAL MEDIA USE AND EATING DISORDER RISK IN YOUNG PEOPLE: A SYSTEMATIC REVIEW
2023 (English)In: Journal of the American Academy of Child and Adolescent Psychiatry, ISSN 0890-8567, E-ISSN 1527-5418, Vol. 62, no 10, p. S202-S202Article, review/survey (Other academic) Published
Abstract [en]

Objectives

This study aimed to assess the relationship between social media (SM) use and eating disorder (ED) risk in young people, identify mediating variables, and explore potential interventions.

Methods

The databases PubMed and PsycINFO were searched using 2 blocks in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The first block represented SM and the second represented ED. Boolean search commands were used to bring the blocks together. The review includes studies published from 2016 until Feb 2023. After duplicates were removed, a total of 389 records were screened, 306 were excluded based on title and abstract, and another 63 were...

Results

A total of 20 articles were included in the study. The cross-sectional studies (n = 12) comprised 11,015 participants and the longitudinal (n = 3) studies included 15,264 participants, while the experimental (n = 2) studies had 220 participants. Three interventional studies with 1123 participants, examined interventions to reduce the impact of SM on ED risk. The risk of bias assessments were based on different templates from the Swedish Agency for Health Technology Assessment and Assessment of...

Conclusions

Different types of SM use are linked to the risk of developing ED. Possible mediating variables include upward comparison, internalization of the thin ideal, and body surveillance. One potential intervention could be offering SM literacy classes.

Place, publisher, year, edition, pages
Elsevier, 2023
National Category
Public Health, Global Health and Social Medicine
Research subject
Public Health Science
Identifiers
urn:nbn:se:kau:diva-97841 (URN)10.1016/j.jaac.2023.09.154 (DOI)001098830401007 ()
Available from: 2023-12-22 Created: 2023-12-22 Last updated: 2026-02-12Bibliographically approved
Meyer, J., Zetterqvist, V., Unenge Hallerbäck, M., Ramklint, M. & Isaksson, J. (2022). Moderators of long-term treatment outcome when comparing two group interventions for adolescents with ADHD: who benefits more from DBT-based skills training?. BMC Psychiatry, 22(1), Article ID 767.
Open this publication in new window or tab >>Moderators of long-term treatment outcome when comparing two group interventions for adolescents with ADHD: who benefits more from DBT-based skills training?
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2022 (English)In: BMC Psychiatry, E-ISSN 1471-244X, Vol. 22, no 1, article id 767Article in journal (Refereed) Published
Abstract [en]

Background: Psychosocial interventions for adolescents with attention-deficit/hyperactivity disorder (ADHD), targeting emotional dysregulation and impulsive behaviors, have been requested, but the heterogeneity within this group makes it unlikely that there is one treatment that fits all. The aim of this study was to identify which adolescents with ADHD might have an effect from a structured skills training group (SSTG) based on dialectical behavioral therapy, by exploring pre-treatment characteristics as potential moderators of long-term treatment outcome. Methods: This study was based on follow-up data from a randomized controlled trial comparing the SSTG (n = 71) to a psychoeducational control intervention (n = 57) for adolescents with ADHD (15–18 years old). Clinical characteristics (sex, age, medication status, ADHD presentation, severity of ADHD symptom, psychiatric comorbidity, impairment of emotional dysregulation and functional impairment) were explored as potential moderators of pre-treatment to follow-up change in ADHD symptoms and functional impairment. Moderation analyses were performed using the PROCESS macro for SPSS. Results: Three moderators (severity of hyperactivity/impulsivity, conduct problems and impairment of emotional dysregulation) were identified in regard to the outcome self-rated change in ADHD symptoms. Participants with elevated pre-scores on these variables had a better effect of the SSTG than of the psychoeducational control intervention. No moderators were found in regard to the parental-rated outcomes. Conclusions: The SSTG seems to be beneficial for adolescents with ADHD who perceive pronounced symptoms of hyperactivity/impulsivity, conduct problems and emotional dysregulation. Our findings need to be confirmed in future trials evaluating dialectical behavioral therapy-based skills training for adolescents with ADHD, where these moderators could be used as criteria for inclusion or stratification. Trial registration: https://doi.org/10.1186/ISRCTN17366720, retrospectively registered. 

Place, publisher, year, edition, pages
BioMed Central (BMC), 2022
Keywords
ADHD, Adolescents, Cognitive behavioral therapy, Dialectical behavioral therapy, Moderation, Psychoeducation, adolescent, attention deficit hyperactivity disorder, controlled study, human, randomized controlled trial, treatment outcome, Attention Deficit Disorder with Hyperactivity, Humans
National Category
Psychiatry Applied Psychology
Research subject
Public Health Science
Identifiers
urn:nbn:se:kau:diva-92772 (URN)10.1186/s12888-022-04435-8 (DOI)000895434100001 ()2-s2.0-85143437174 (Scopus ID)
Available from: 2022-12-29 Created: 2022-12-29 Last updated: 2026-02-12Bibliographically approved
Bornehag, C.-G., Engdahl, E., Unenge Hallerbäck, M., Wikstrom, S., Lindh, C., Rüegg, J., . . . Gennings, C. (2021). Prenatal exposure to bisphenols and cognitive function in children at 7 years of age in the Swedish SELMA study. Environment International, 150, Article ID 106433.
Open this publication in new window or tab >>Prenatal exposure to bisphenols and cognitive function in children at 7 years of age in the Swedish SELMA study
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2021 (English)In: Environment International, ISSN 0160-4120, E-ISSN 1873-6750, Vol. 150, article id 106433Article in journal (Refereed) Published
Abstract [en]

Background: Experimental evidence demonstrates that exposure to bisphenol A (BPA), and the recently intro-duced alternatives bisphenol S (BPS) and bisphenol F (BPF) alter normal neurodevelopment. More research is needed to evaluate the associations between exposure to individual BPA alternatives and neurodevelopmental outcomes in humans. Objective: The present study aimed at examining the individual associations between prenatal BPA , BPS and BPF exposure and cognitive outcomes in children at age 7 years. Method: Women were enrolled in the Swedish Environmental Longitudinal Mother and Child, Asthma and Al-lergy (SELMA) study, at gestational median week 10.0, and their children were examined for cognitive function at 7 years of age (N = 803). Maternal urina r y BPA , BPS, and BPF concentrations were measured at enrollment and children?s cognitive function at the age of 7 years was measured using the Wechsler Intelligence Scale for Children IV (WISC-IV). Results: A l l three bisphenols were detected in over 90% of the women, where BPA had the highest geometric mean concentrations (1.55 ng/mL), followed by BPF (0.16 ng/mL) and BPS (0.07 ng/mL). Prenatal BPF exposure was associated with decreased f u l l scale IQ (13 =-1.96, 95%CI;-3.12;-0.80), as we l l as with a decrease in a l l four sub scales covering verbal comprehension, perceptual reasoning, working memor y and processing speed. This association corresponded to a 1.6-point lower IQ score for an inter-quartile-range (IQR) change in prenatal BPF exposure (IQR = 0.054 & ndash;0.350 ng/mL). In sex-stratified analyses, significant associations with f u l l scale IQ were found for boys (13 = - 2.86, 95%CI;-4.54;-1.18), while the associations for girls did not reach significance (13 =-1.38, 95%CI;-2.97; 0.22). No significant associations between BPA nor BPS and cognition were found. Discussion: Prenatal exposure to BPF was significantly associated with children?s cognitive function at 7 years. Since BPF is replacing BPA in numerous consumer products globally, this finding urgently ca l l for further studies.

Place, publisher, year, edition, pages
Elsevier, 2021
Keywords
Bisphenols, BPA, BPS, BPF, Cognitive function, Prenatal exposu r e
National Category
Public Health, Global Health and Social Medicine
Research subject
Public Health Science
Identifiers
urn:nbn:se:kau:diva-83700 (URN)10.1016/j.envint.2021.106433 (DOI)000626346000003 ()33637302 (PubMedID)2-s2.0-85101933645 (Scopus ID)
Available from: 2021-04-19 Created: 2021-04-19 Last updated: 2026-02-12Bibliographically approved
Tanner, E. M., Unenge Hallerbäck, M., Wikström, S., Lindh, C., Kiviranta, H., Gennings, C. & Bornehag, C.-G. (2020). Early prenatal exposure to suspected endocrine disruptor mixtures is associated with lower IQ at age seven. Environment International, 134, 1-11, Article ID 105185.
Open this publication in new window or tab >>Early prenatal exposure to suspected endocrine disruptor mixtures is associated with lower IQ at age seven
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2020 (English)In: Environment International, ISSN 0160-4120, E-ISSN 1873-6750, Vol. 134, p. 1-11, article id 105185Article in journal (Refereed) Published
Abstract [en]

Background: Endocrine disrupting chemicals (EDCs) are xenobiotics with the ability to interfere with hormone action, even at low levels. Prior environmental epidemiology studies link numerous suspected EDCs, including phthalates and bisphenol A (BPA), to adverse neurodevelopmental outcomes. However, results for some chemicals were inconsistent and most assessed one chemical at a time.

Objectives: To evaluate the overall impact of prenatal exposure to an EDC mixture on neurodevelopment in school-aged children, and identify chemicals of concern while accounting for co-exposures.

Methods: Among 718 mother-child pairs from the Swedish Environmental Longitudinal, Mother and child, Asthma and allergy study (SELMA) study, we used Weighted Quantile Sum (WQS) regression to assess the association between 26 EDCs measured in 1st trimester urine or blood, with Wechsler Intelligence Scale for Children (IV) Intelligence Quotient (IQ) scores at age 7 years. Models were adjusted for child sex, gestational age, mother's education, mother's IQ (RAVEN), weight, and smoking status. To evaluate generalizability, we conducted repeated holdout validation, a machine learning technique.ResultsUsing repeated holdout validation, IQ scores were 1.9-points (CI = −3.6, −0.2) lower among boys for an inter-quartile-range (IQR) change in the WQS index. BPF made the largest contribution to the index with a weight of 14%. Other chemicals of concern and their weights included PBA (9%), TCP (9%), MEP (6%), MBzP (4%), PFOA (6%), PFOS (5%), PFHxS (4%), Triclosan (5%), and BPA (4%). While we did observe an inverse association between EDCs and IQ among all children when training and testing the WQS index estimate on the full dataset, these results were not robust to repeated holdout validation.

Conclusion: Among boys, early prenatal exposure to EDCs was associated with lower intellectual functioning at age 7. We identified bisphenol F as the primary chemical of concern, suggesting that the BPA replacement compound may not be any safer for children. Future studies are needed to confirm the potential neurotoxicity of replacement analogues.

Place, publisher, year, edition, pages
Elsevier, 2020
Keywords
Neurodevelopment, Replacement analogues, Chemical mixtures, Multipollutant, Repeated holdout validation, Uncertainty plot
National Category
Public Health, Global Health and Social Medicine Occupational Health and Environmental Health
Research subject
Public Health Science
Identifiers
urn:nbn:se:kau:diva-75443 (URN)10.1016/j.envint.2019.105185 (DOI)000501344500028 ()2-s2.0-85075991242 (Scopus ID)
Available from: 2019-10-25 Created: 2019-10-25 Last updated: 2026-02-12Bibliographically approved
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ORCID iD: ORCID iD iconorcid.org/0000-0003-0837-1079

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