Table 1 Essential characteristics and review of the articles included in the meta-analysis.

From: Sex differences in children’s cognitive functions and phthalates exposure: a meta-analysis

Authors

Country

Tools and tool name

Timing of phthalate assessment

Study period, number of subjects, and age at intelligence assessment age (year)

Phthalates

Major findings

Cho et al. 2010

South Korea

Tool: WIS

Tool name: KEDI-WIS

Postnatal

Study period: 2008

Number of subjects: 344 boys and 323 girls

Age at intelligence assessment: 9.05 y

MEHP, MEOHP, and MBP

(n = 667); There is a negative association between increasing MEHP phthalate concentrations and the sum of DEHP metabolite concentrations and the Wechsler Intelligence Scale for children’s vocabulary score; however, among girls, there is no significant association between these variables.

Kim et al. 2011

South Korea

Tool: Bayley (MDI)

Tool name: Bayley BSID-II

Prenatal

Study period: 2006–2009

Number of subjects: 235 boys and 225 girls

Age at intelligence assessment: 0.50 y

MEOHP, MEHHP, MBP, and ∑DEHP

(n = 460); The results suggest that prenatal exposure to phthalates may be inversely associated with MDI and PDI in infants, especially males, at 6 months of age.

Whyatt et al. 2012

The United States

Tool: Bayley (MDI)

Tool name: Bayley BSID-II

Prenatal

Study period: 1999–2006

Number of subjects: 157 boys and 140 girls

Age at intelligence assessment: 0.70 y

MEHP, MEOHP, MEHHP, MECPP, ∑DEHP, MBzP, MiBP, and MnBP

(n = 297); Results suggest that prenatal exposure to phthalates may adversely affect a child’s mental, motor, and behavioral development during preschool.

Doherty et al. 2017

The United States

Tool: Bayley (MDI)

Tool name: Bayley BSID-II

Prenatal

Study period: 1998–2002

Number of subjects: 131 boys and 116 girls

Age at intelligence assessment: 2.67 y

MEHP, MEOHP, MEHHP, MECPP, ∑DEHP, MBzP, MiBP, MnBP, MEP, and MCPP

(n = 247); There are no associations between phthalate metabolite concentrations and performance on the MDI or PDI in boys and girls combined. However, among girls, metabolite associations may be inversely associated with MDI and PDI. Conversely, we observed multiple weakly positive associations among boys.

Huang et al. 2017

Taiwan

Tool: WIS

Tool name: WPPSI-R

Postnatal

Study period: 2012–2013

Number of subjects: 67 boys and 41 girls

Age at intelligence assessment: 4.60 y

MEHP, MEOHP, MEHHP, ∑DEHP, MiBP, MnBP, and ∑DBP

(n = 204); The findings suggested that the current exposure to phthalates for school-aged children aged ≥6– < 12 years was significantly and negatively associated with VCI performance. Maternal IQ was slightly positively associated with neurodevelopment for participants aged ≥3– < 12 years.

The data revealed that the current exposure to DEHP and DBP might affect the children’s nervous system, which might be shown in their language learning or expression ability.

Tool: WIS

Tool name: WISC-IV

Postnatal

Study period: 2012–2013

Number of subjects: 56 boys and 40 girls

Age at intelligence assessment: 7.60 y

Jankowska et al. 2019

Poland

Tool: WIS

Tool name: IDS (Fluid intelligence)

Prenatal

Study period: 2007–2014

Number of subjects: 57 boys and 72 girls

Age at intelligence assessment: 7 y

MEHP, ∑DEHP, MBzP, MiBP, MnBP, and MEP

(n = 123); The results suggested that the IDS analyses focused on a child’s cognitive and psychomotor development are inconclusive. There was a significantly negative association between phthalates and fluid intelligence and cognition during early childhood, while positive associations have been found during the prenatal period.

Tsai et al. 2020

Taiwan

Tool: WIS

Tool name: WISC-IV

Postnatal

Study period: Not reported

Number of subjects: 42 boys and 26 girls

Age at intelligence assessment: boys = 8.70 y and girls = 9.20 y

Nor reported

(n = 68); According to the results of this article, the possibility of an adverse impact of phthalate on neurodevelopment may exist, particularly in boys.

Rosolen et al. 2022

Italy

Tool: WIS

Tool name: WISC-IV

Postnatal

Study period: 2014–2016

Number of subjects: 150 boys and 150 girls

Age at intelligence assessment: 7 y

MBzP, MiBP, MnBP, and MEP

(n = 900); In NAC-II, a direct association between FSIQ and biomarkers of DEHP was found. In contrast, in OCC, the relationship between biomarkers of DEHP and FSIQ tended to be inverse but imprecise (p ≥ 0.10). No associations were found in the PCB cohort. In conclusion, these results do not provide evidence for an association between concurrent phthalate exposure and IQ in children.

Denmark

Tool: WIS

Tool name: WISC-V

Postnatal

Study period: 2018–2019

Number of subjects: 165 boys and 135 girls

Age at intelligence assessment: 7 y

Slovakia

Tool: WIS

Tool name: WISC-III

Postnatal

Study period: 2014–2017

Number of subjects: 133 boys and 167 girls

Age at intelligence assessment: 11 y

Gennings et al. 2022

Sweden

Tool: WIS

Tool name: WISC-IV

Prenatal

Study period: 2007–2017

Number of subjects: 332 boys and 346 girls

Age at intelligence assessment: 7 y

MEP, MBP, MBzP, and ∑DEHP

(n = 678); The findings suggested that early prenatal exposure to phthalates is associated with lower levels of cognitive functioning at age seven. This adverse association is particularly stronger in boys.