Physical Abuse, Emotional Abuse, and Neglect and Childhood Behavior Problems: A Meta-Analysis of Studies in Mainland China
Open accessAbstract
The relationship between three types of child maltreatment, including physical abuse, emotional abuse and neglect, and childhood behavior problems in Mainland China, has not been systematically examined. This meta-analysis reviewed findings from 42 studies conducted in 98,749 children in Mainland China and analyzed the pooled effect sizes of the associations between child maltreatment and childhood behavior problems, heterogeneity in study findings, and publication bias. In addition, this study explored cross-study similarities/differences by comparing the pooled estimates with findings from five existing meta-analyses. Equivalent small-to-moderate effect sizes emerged in the relationships between the three types of maltreatment and child externalizing and internalizing behaviors, except that emotional abuse related more to internalizing than externalizing behaviors. Considerable heterogeneity exists among the 42 studies. Weak evidence suggests that child gender and reporter of emotional abuse may moderate the strengths of the relationships between child maltreatment and behavior problems. No indication of publication bias emerged. Cross-study comparisons show that the pooled effect sizes in this meta-analysis are about equal to those reported in the five meta-analyses conducted in child and adult populations across the world. Findings urge relevant agencies in Mainland China to build an effective child protection system to prevent child maltreatment.
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TL;DR
This meta-analysis of 42 studies in 98,749 children in Mainland China found small-to-moderate associations between physical abuse, emotional abuse, and neglect and childhood externalizing/internalizing behavior problems. Emotional abuse was more strongly related to internalizing than externalizing behaviors, and pooled estimates were comparable to five existing global meta-analyses.
Key findings
- Physical abuse was associated with externalizing behaviors (Hedges’s g = .503, 95% CI [0.358, 0.649]) and internalizing behaviors (g = .493, 95% CI [0.469, 0.518]).
- Emotional abuse was associated with externalizing (g = .348, 95% CI [0.150, 0.547]) and internalizing behaviors (g = .592, 95% CI [0.489, 0.695]); the internalizing association was larger than the externalizing association (Q = 5.961, p = .015).
- Neglect was associated with externalizing (g = .266, 95% CI [0.087, 0.444]) and internalizing behaviors (g = .460, 95% CI [0.340, 0.580]); these did not differ significantly.
- Considerable heterogeneity was present (majority of I² values > 75%, p < .001); no publication bias was indicated, and cross-study comparison showed pooled estimates about equal to five existing meta-analyses.
Methods
- Systematic search of two Chinese databases and three English databases in May 2016 plus reference lists; included 42 studies (46 articles) of children under 18 from Mainland China, total N = 98,749, average mean age 12.13 years, average 48.7% girls.
- Random-effects meta-analyses were run separately by maltreatment type and behavior problem level; effect sizes were calculated as Hedges’s g from correlations, odds ratios, means/SDs, or frequencies/proportions; heterogeneity was assessed with I² and Q, moderators via meta-regression/Q statistics, and publication bias via fail-safe N, funnel plot, and trim-and-fill.
- Cross-study comparison used five existing meta-analyses identified through a Scopus search from 2012 onward, with pooled estimates converted to Cohen’s d for comparability.
Limitations
- The paper states that definitions and measures of physical abuse, emotional abuse, and neglect varied considerably across the 42 studies, including differences in whether mild physical abuse was included and which neglect domains were assessed.
- The paper states that participants were relatively homogeneous (students attending regular schools in Han-populated regions), most studies were cross-sectional (only two longitudinal), so causality cannot be inferred; moderator analyses for child gender, reporter, and abuser were limited to few studies, and effect sizes were unadjusted.
- Evident from the text: some pooled estimates had wide confidence intervals, and the authors describe the moderator evidence as weak.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
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Cites
Statistics
Claims the paper makes
0 of 32 cited sources checked · 0 supported · 0 flagged
- Findingown data
There was considerable heterogeneity among the 42 studies.
“Considerable heterogeneity exists among the 42 studies.”
Quote in the paperNot a substantial claim - Findingown data
Mixed child maltreatment was associated with increased externalizing behaviors, with Hedges's g = .713 (95% CI [0.436, 1.989]).
“All studies that examined the relationship between child maltreatment without differentiating its subtypes reported increased externalizing (Hedges’s g = .713, 95% CI [0.436, 1.989]) and internalizing (Hedges’s g = .626, 95% CI [0.260,0.902]) behaviors about equally (Figure 5 and Table 3).”
Quote in the paperSubstantial claim - Findingown data
Mixed child maltreatment was associated with increased internalizing behaviors, with Hedges's g = .626 (95% CI [0.260, 0.902]).
“All studies that examined the relationship between child maltreatment without differentiating its subtypes reported increased externalizing (Hedges’s g = .713, 95% CI [0.436, 1.989]) and internalizing (Hedges’s g = .626, 95% CI [0.260,0.902]) behaviors about equally (Figure 5 and Table 3).”
Quote in the paperSubstantial claim - Findingown data
Emotional abuse was associated with increased internalizing behaviors, with a pooled estimate of 0.592 (95% CI [0.489, 0.695]).
“All studies on emotional abuse and internalizing behaviors reported positive relationships and the pooled estimate was 0.592 (95% CI [0.489, 0.695]).”
Quote in the paperSubstantial claim - Findingown data
Emotional abuse was more strongly associated with Level-2 problems such as depression, self-injury, and somatic complaints than with aggression (p values < .05).
“Specifically, the associations of emotional abuse with Level-2 behavior problems, including depression, self-injury behavior, and somatic complaints, were higher than that of emotional abuse with aggression (p values < .05; see Figure 3 and Table 3).”
Quote in the paperSubstantial claim
- Findingown data
Effect sizes for child maltreatment and behavior problems did not differ significantly between high- and low-quality study subgroups.
“The effect sizes of the relationships between child maltreatment and behavior problems did not significantly differ between high and low study quality subgroups.”
Quote in the paperNot a substantial claim - Findingown data
Point estimates (Hedges's g) in this meta-analysis were slightly higher than those (Cohen's d) in five prior meta-analyses of child or mixed child-adult populations worldwide.
“As shown in Table 4, the point estimates (Hedges’s g) in the present meta-analysis were slightly higher than those (Cohen’s d) in the five meta-analyses conducted in child or both child and adult populations across the world.”
Quote in the paperNot a substantial claim - Findingown data
The pooled effect sizes for neglect with externalizing and with internalizing behaviors did not differ significantly.
“These were not significantly different.”
Quote in the paperNot a substantial claim - Findingown data
Emotional abuse was more strongly related to internalizing behaviors than to externalizing behaviors.
“except that emotional abuse related more to internalizing than externalizing behaviors.”
Quote in the paperSubstantial claim - Findingown data
Adding effect sizes from longitudinal relationships did not change the results.
“The results remained unchanged after adding the effect sizes of the longitudinal relationships.”
Quote in the paperNot a substantial claim - Findingown data
Physical abuse was associated with increased internalizing behaviors, with a pooled Hedges's g of .493 (95% CI [0.469, 0.518]).
“All studies but one examining the relationships between physical abuse and internalizing behaviors reported increased internalizing behaviors related to physical abuse, Hedges’s g = .493 (95% CI [0.469, 0.518]).”
Quote in the paperSubstantial claim - Findingown data
All 95% confidence intervals overlapped between this meta-analysis and the five prior meta-analyses.
“However, all 95% CIs overlapped.”
Quote in the paperNot a substantial claim - Findingown data
The trim-and-fill method found no missing studies for these relationships.
“The trim-and-fill method did not identify any missing stues for these relationships.”
Quote in the paperNot a substantial claim - Findingown data
Few included studies provided separate data for boys and girls.
“Because the number of studies reporting information for boys and girls separately was small, the effect of child gender was analyzed in two ways: (1) meta-regression using the proportion of girls as the independent variable and (2) Q statistics comparing the effect sizes in boy and girl subgroups, respectively, using studies that reported such information.”
Quote in the paperSubstantial claim - Findingown data
Analyses of other moderators yielded no significant results.
“However, separate analyses of other moderators did not show significant results.”
Quote in the paperNot a substantial claim - Findingown data
Separate analyses of physical abuse with each Level-2 behavior problem yielded similar small-to-medium effect sizes.
“The separate analyses for the relationships between physical abuse and each Level-2 behavior problems showed similar small-to-medium effect sizes.”
Quote in the paperNot a substantial claim - Findingown data
Physical abuse was associated with increased externalizing behaviors, with a pooled Hedges's g of .503 (95% CI [0.358, 0.649]).
“Among all the studies that examined the relationships between physical abuse and externalizing behaviors, all but one study reported increased externalizing behaviors in relation to physical abuse, Hedges’s g = .503 (95% CI [0.358, 0.649]).”
Quote in the paperSubstantial claim - Findingown data
This meta-analysis found no evidence of publication bias.
“The present meta-analysis did not find evidence of publication bias.”
- Also stated in: § Discussion · plain
“No indication of publication bias emerged.”
Quote in the paperNot a substantial claim - Also stated in: § Discussion · plain
- Findingown data
Physical abuse was associated with mixed behavior problems, with a small effect size, Hedges's g = .376 (95% CI [0.330, 0.422]).
“The two studies that reported relationships between physical abuse and mixed behavior problems showed a small effect size, Hedges’s g = .376 (95% CI [0.330, 0.422]).”
Quote in the paperNot a substantial claim - Findingown data
No indication of publication bias was found.
“No indication of publication bias emerged.”
Quote in the paperNot a substantial claim - Findingown data
Neglect was associated with increased externalizing behaviors, with a pooled estimate of 0.266 (95% CI [0.087, 0.444]).
“The pooled estimates for the relationship between neglect and externalizing behaviors and internalizing behaviors were 0.266 (95% CI [0.087, 0.444]) and 0.460 (95% CI [0.340, 0.580]), respectively.”
Quote in the paperSubstantial claim - Findingown data
For emotional abuse and internalizing behaviors, one parent-report study had a smaller effect (Hedges's g = .191, 95% CI [−0.059, 0.441]) than the pooled estimate from 14 child-report studies (Hedges's g = .632, 95% CI [0.554, 0.709]), Q = 10.920, p = .001.
“The effect size of the relationship emotional abuse and internalizing behaviors in one study that used parent-report data (Hedges’s g = .191, 95% CI [−0.059, 0.441]) was smaller than the pooled estimate of this relationship in the 14 studies that used child-report data (Hedges’s g = .632, 95% CI [0.554, 0.709]), Q = 10.920, p = .001.”
Quote in the paperSubstantial claim - Findingown data
The pooled effect sizes in this meta-analysis were about equal to those reported in five existing meta-analyses conducted in child and adult populations across the world.
“Cross-study comparisons show that the pooled effect sizes in this meta-analysis are about equal to those reported in the five meta-analyses conducted in child and adult populations across the world.”
Quote in the paperNot a substantial claim - Findingown data
Weak evidence suggested that the reporter of emotional abuse may moderate the strength of the relationship between child maltreatment and behavior problems.
“Weak evidence suggests that child gender and reporter of emotional abuse may moderate the strengths of the relationships between child maltreatment and behavior problems.”
Quote in the paperNot a substantial claim - Findingown data
Weak evidence suggested that child gender may moderate the strength of the relationship between child maltreatment and behavior problems.
“Weak evidence suggests that child gender and reporter of emotional abuse may moderate the strengths of the relationships between child maltreatment and behavior problems.”
Quote in the paperNot a substantial claim - Findingown data
Meta-regression found no significant linear relationship between the proportion of girls and the effect sizes.
“Meta-regression analysis did not find a significant linear relation between the proportion of girls and the estimated effect sizes.”
Quote in the paperNot a substantial claim - Findingown data
Emotional abuse was associated with mixed behavior problems, with a large effect size, Hedges's g = .874 (95% CI [0.750, 0.998]).
“One study on the relationship between emotional abuse and mixed behavior problems reported a large effect size, Hedges’s g = .874 (95% CI [0.750, 0.998]).”
Quote in the paperNot a substantial claim - Findingown data
Mixed child maltreatment was associated with externalizing and internalizing behaviors to a similar degree.
“All studies that examined the relationship between child maltreatment without differentiating its subtypes reported increased externalizing (Hedges’s g = .713, 95% CI [0.436, 1.989]) and internalizing (Hedges’s g = .626, 95% CI [0.260,0.902]) behaviors about equally (Figure 5 and Table 3).”
Quote in the paperNot a substantial claim - Findingown data
The remaining included studies were cross-sectional.
“Considering that only two studies reported the longitudinal relationships between child maltreatment and behavior problems and the remaining studies were cross-sectional, the effect sizes of all the cross-sectional relationships were submitted to analyze the pooled estimates across studies, moderator effects, and publication bias.”
Quote in the paperSubstantial claim - Findingown data
Just two of the included studies provided longitudinal data on the link between child maltreatment and behavior problems.
“Considering that only two studies reported the longitudinal relationships between child maltreatment and behavior problems and the remaining studies were cross-sectional, the effect sizes of all the cross-sectional relationships were submitted to analyze the pooled estimates across studies, moderator effects, and publication bias.”
Quote in the paperSubstantial claim - Findingown data
Funnel plots appeared symmetrical.
“The funnel plots were symmetrical (Figure 6).”
Quote in the paperSubstantial claim - Findingown data
Emotional abuse was associated with increased externalizing behaviors, with a pooled Hedges's g of .348 (95% CI [0.150, 0.547]).
“Among all the studies focused on emotional abuse and externalizing behaviors, all but one study reported increased externalizing behaviors in relation to emotional abuse. The pooled estimate Hedges’s g = .348 (95% CI [0.150, 0.547]).”
Quote in the paperSubstantial claim - Findingown data
The meta-analysis was based on 42 studies reported in 46 articles that satisfied the eligibility criteria.
“This process resulted in 46 articles from 42 studies that met the eligibility criteria (Figure 1).”
Quote in the paperSubstantial claim - Findingown data
Sensitivity analyses that calculated variance of average effect sizes across multiple outcomes using correlations of 0 and 0.5 yielded equivalent results.
“The same analyses were rerun using variance of the average effect sizes among multiple outcomes/conditions calculated from correlations of 0 and 0.5, respectively. These analyses produced equivalent results.”
Quote in the paperNot a substantial claim - Findingown data
Emotional abuse was more strongly associated with internalizing behaviors in boys (Hedges's g = .651, 95% CI [0.584, 0.718]) than in girls (Hedges's g = .507, 95% CI [0.447, 0.567]), Q = 9.835, p = .002.
“The association of emotional abuse with internalizing behaviors was stronger among boys (Hedges’s g = .651, 95% CI [0.584, 0.718]) than girls (Hedges’s g = .507, 95% CI [0.447, 0.567]), Q = 9.835, p = .002.”
Quote in the paperNot a substantial claim - Findingown data
Neglect was associated with increased internalizing behaviors, with a pooled estimate of 0.460 (95% CI [0.340, 0.580]).
“The pooled estimates for the relationship between neglect and externalizing behaviors and internalizing behaviors were 0.266 (95% CI [0.087, 0.444]) and 0.460 (95% CI [0.340, 0.580]), respectively.”
Quote in the paperSubstantial claim - Findingown data
Physical abuse was more strongly linked to externalizing behaviors in girls (Hedges's g = .935, 95% CI [0.712, 1.160]) than in boys (Hedges's g = .568, 95% CI [0.354, 0.781]), Q = 5.443, p = .020.
“A further analysis using the four studies that reported information stratified by child gender revealed that the relationship between physical abuse and externalizing behaviors was stronger among girls (Hedges’s g = .935, 95% CI [0.712, 1.160]) than boys (Hedges’s g = .568, 95% CI [0.354, 0.781]), Q = 5.443, p = .020.”
Quote in the paperNot a substantial claim - Findingown data
The association between emotional abuse and internalizing behaviors was stronger than that between emotional abuse and externalizing behaviors (Q = 5.961, p = .015).
“The effect size of the relationship between emotional abuse and internalizing behaviors was larger than the relationship between emotional abuse and externalizing behaviors (Q = 5.961, p = .015).”
Quote in the paperSubstantial claim - Findingown data
The majority of pre-specified sample and methodological variables did not significantly explain the heterogeneity.
“Although most of the predetermined sample characteristics and methodological factors did not significantly contribute to the heterogeneity”
Quote in the paperNot a substantial claim - Findingown data
The 42 studies included children who varied in gender, age, and geographic location.
“Second, child participants in the 42 studies were diverse in gender, age, and geographic region.”
Quote in the paperNot a substantial claim - Findingreasoning
The child participants were relatively homogenous because all were students attending regular schools in regions populated by Han Chinese.
“However, they were relatively homogenous considering that all were students attending regular schools in the regions where Han Chinese people populate.”
Quote in the paperNot a substantial claim - Findingown data
All studies but two were cross-sectional.
“However, all studies but two were cross-sectional.”
Quote in the paperSubstantial claim - Findingown data
Considerable heterogeneity exists among the study findings.
“Considerable heterogeneity exists among study findings.”
Quote in the paperSubstantial claim - Findingown data
The 42 studies varied considerably in their definitions and measurements of physical abuse, emotional abuse, and neglect.
“First, considerable variations exist in how researchers defined and measured physical abuse, emotional abuse, and neglect across the 42 studies.”
Quote in the paperSubstantial claim - Findingcitation
Parent-report emotional abuse showed a different strength of relationship with internalizing behavior than child-report emotional abuse.
“In addition, parent-report emotional abuse showed different strength of relationship with internalizing behavior from child-report emotional abuse.”
Quote in the paperNot a substantial claim - Findingcitation
Weak evidence suggested that child gender may contribute to the heterogeneity.
“weak evidence emerged that child gender may contribute to the heterogeneity.”
Quote in the paperNot a substantial claim - Findingreasoning
This study's pooled effect size estimates were slightly and consistently higher than those of the other five meta-analyses, particularly for physical and emotional abuse.
“The point estimates of the pooled effect size in the present study were consistently and slightly larger than the estimates in the other five meta-analyses, especially regarding physical and emotional abuse.”
Quote in the paperNot a substantial claim- Rests on an assumption: Effect sizes from the present meta-analysis and the five comparison meta-analyses are comparable enough for direct cross-study comparison.
- Findingreasoning
In Chinese children, the link between maltreatment and higher externalizing and internalizing behavior aligns with results from five recent meta-analyses covering diverse populations and regions.
“The positive relationship between child maltreatment and more externalizing and internalizing behaviors in Chinese children is consistent with findings from five recent meta-analyses conducted in a variety of populations from different countries and regions.”
Quote in the paperNot a substantial claim- Rests on an assumption: Effect sizes from the present meta-analysis and the five comparison meta-analyses are comparable enough for direct cross-study comparison.
- Interpretationown data
The cross-study comparison indicated that the current results are comparable to those of five prior meta-analyses in child and adult populations worldwide.
“In addition, the cross-study comparison showed that the present findings are equivalent to findings from the five identified meta-analyses conducted in child and adult populations across the world.”
Quote in the paperNot a substantial claim - Interpretationown data
The meta-analysis of 42 studies with 98,749 Chinese children supported the hypothesis that physical abuse, emotional abuse, and neglect by household members are associated with a wide range of childhood behavior problems.
“Findings from the 42 studies conducted among 98,749 Chinese children supported the hypothesis that physical abuse, emotional abuse, and neglect by parents, guardians, and other family members in the household are undoubtedly associated with a broad spectrum of behavior problems in childhood.”
Quote in the paperSubstantial claim- Rests on an assumption: The instruments used in the included studies validly measure child maltreatment and childhood behavior problems.
- Rests on an assumption: The child maltreatment assessed in the included studies was perpetrated by parents, guardians, or other family members in the household.
- Premisecitation
Methodological factors such as study design, sampling method, subgroups, number of sites, validated assessment, assessment tool, reporter, abuser, and measurement of behavior problems may contribute to heterogeneity in study findings.
“These factors may contribute to the heterogeneity in study findings and hence were used as moderators separately (Ji & Finkelhor, 2015).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Ji & Finkelhor, 2015
Not checked in the free run.
- Premisecitation
Childhood behavior problems are a major risk factor for adulthood crime, violence, and mental disorders.
“Childhood behavior problems are a major risk factor for adulthood crime, violence, and mental disorders (Leschied, Chiodo, Nowicki, & Rodger, 2008; Reef, Diamantopoulou, van Meurs, Verhulst, & van der Ende, 2011).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Leschied, Chiodo, Nowicki, & Rodger, 2008
Not checked in the free run.
- cites Reef, Diamantopoulou, van Meurs, Verhulst, & van der Ende, 2011
Not checked in the free run.
- Premisecitation
Accumulating evidence indicates that child maltreatment by parents, guardians, or family members is related to aggressive and violent behaviors, depression, anxiety, and suicide in Chinese societies.
“Accumulating evidence shows that child maltreatment by parents, guardians, or family members relates to aggressive and violent behaviors, depression, anxiety, and suicide in Chinese societies (for reviews, see Dunne, Chen, & Wan Yuen, 2008; Fry, McCoy, & Swales, 2012; Gershoff, 2010; Kwok, Chai, & He, 2013).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Dunne, Chen, & Wan Yuen, 2008
Not checked in the free run.
- cites Fry, McCoy, & Swales, 2012
Not checked in the free run.
- cites Gershoff, 2010
Not checked in the free run.
- Premisecitation
Child maltreatment may act as a nonspecific risk factor for health problems because it adversely affects multiple biological, neurological, and epigenetic pathways that underlie behavioral, mental, and physical health.
“This is consistent with evidence that child maltreatment may be a nonspecific risk factor for health problems due to its universal adverse effects on multiple biological, neurological, and epigenetic pathways underlying behavioral, mental, and physical health problems (Kelly-Irving et al., 2013; McCrory, De Brito, & Viding, 2010; Vachon, Krueger, Rogosch, & Cicchetti, 2015).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Kelly-Irving et al., 2013
Not checked in the free run.
- cites McCrory, De Brito, & Viding, 2010
Not checked in the free run.
- cites Vachon, Krueger, Rogosch, & Cicchetti, 2015
Not checked in the free run.
- Interpretationreasoning
Some studies may have excluded mild physical abuse from their definitions.
“Some studies (e.g., Ge et al., 2013; Tao et al., 2006; Yu et al., 2013; W. Zhang et al., 2013) may have excluded physical abuse in its mild form that are conventionally accepted as ordinary discipline but still related to behavior problems (Gershoff, 2002).”
Quote in the paperNot a substantial claim - Premisecitation
The link between maltreatment and behavior problems is moderated by the child's gender.
“and that child gender moderates the relationship between child maltreatment and behavior problems (Braza et al., 2015).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Braza et al., 2015
Not checked in the free run.
- Study design and conductreasoning
This meta-analysis used unadjusted, not covariate-adjusted, associations between maltreatment and behavior problems to compute effect sizes.
“Lastly, the present meta-analysis calculated effect sizes using the unadjusted rather than adjusted relationship between child maltreatment and behavior problems because estimate adjusting covariates may be affected by possible mediating mechanisms which will downwardly bias estimates of the overall effect of child maltreatment.”
Quote in the paperSubstantial claim - Premisecitation
No implemented, effective child protection system exists in China.
“China still lacks an implemented and effective child protection system, and child maltreatment still does not receive much attention from the public, child welfare agencies, and the law enforcement (Man, Barth, Li, & Wang, 2017).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Man, Barth, Li, & Wang, 2017
Not checked in the free run.
- Premisecitation
Public health, social, and psychological studies tend to produce smaller effect sizes than studies with good experimental control such as clinical randomized trials because of attenuation in measurement validity.
“Methodologically, public health, social, and psychological studies are more likely to produce smaller effect sizes due to attenuation in validity of measures in comparison to studies with good experimental control like clinical random trials (McCartney & Rosenthal, 2000).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites McCartney & Rosenthal, 2000
Not checked in the free run.
- Premisecitation
In China, maltreatment attracts limited attention from the public, child welfare agencies, and law enforcement.
“China still lacks an implemented and effective child protection system, and child maltreatment still does not receive much attention from the public, child welfare agencies, and the law enforcement (Man, Barth, Li, & Wang, 2017).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Man, Barth, Li, & Wang, 2017
Not checked in the free run.
- Interpretationreasoning
Measurement error from subjective measures may contribute to the difference in effect sizes.
“Therefore, measurement error introduced by subjective measures may contribute to the difference.”
Quote in the paperNot a substantial claim - Study design and conductown data
Only a small number of studies conducted moderator analyses for child gender, maltreatment reporter, and abuser.
“Fourth, the moderator analyses for child gender, reporter of child maltreatment, and abusers of maltreatment were performed only in a limited number of studies.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The moderator estimates may lack sufficient precision for drawing conclusions.
“Therefore, the estimate may be not precise enough to draw any conclusion.”
Quote in the paperSubstantial claim - Premisecitation
Boys and girls do not show equal prevalence of child maltreatment and behavior problems.
“This notion was supported in the literature that child maltreatment and behavior problems are not equally prevalent in boys and girls (Cui, Xue, Connolly, & Liu, 2016; J. Liu, 2004; J. Liu et al., 2011)”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Cui, Xue, Connolly, & Liu, 2016
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- cites J. Liu, 2004
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- cites J. Liu et al., 2011
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- Interpretationreasoning
No causal relationship can be inferred from the included studies.
“Hence, no causal relationship can be inferred, and the possibility that behavior problems increase the risk of child maltreatment should not be ruled out.”
Quote in the paperSubstantial claim
- May combine two claims. 20
- Classified as probably not a substantial claim. 15
- The quote only partly states this claim. 1
May combine two claims.
Findingown dataNo significant differences were found between physical abuse and Level-1 or Level-2 behavior problems, since all confidence intervals overlapped.
“All the 95% CIs were overlapped, indicating there were not significant differences in the relationships between physical abuse and Level-1 or Level-2 behavior problems (see Figure 2 and Table 3).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMost studies showed substantial heterogeneity, with the majority of I2 values exceeding 75% (p values < .001).
“Despite some exceptions, there was substantial heterogeneity among most of the studies evidenced by the majority of I2 values >75% (p values < .001, Table 3).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataNeglect showed similar associations with all Level-2 behavior problems, as all confidence intervals overlapped.
“Neglect was also associated with all Level-2 behavior problems about equally because all 95% CI overlapped (see Figure 4 and Table 3).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataChild gender and the reporter of maltreatment were identified as potential moderators of the heterogeneity.
“Child gender and reporter of child maltreatment were identified as potential moderators that may contribute to the heterogeneity.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe average proportion of girls across the included studies was 48.7%.
“These studies were conducted among 98,749 children with an average mean age of 12.13 years and an average of 48.7% girls in all the seven regions of Mainland China.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe pooled effect sizes for the associations of physical abuse, emotional abuse, and neglect with child externalizing and internalizing behaviors were small-to-moderate and similar across the three maltreatment types.
“Equivalent small-to-moderate effect sizes emerged in the relationships between the three types of maltreatment and child externalizing and internalizing behaviors”
Quote in the paperSubstantial claimMay combine two claims. The quote only partly states this claim.
Findingown dataThe 42 included studies comprised 98,749 children from all seven regions of Mainland China.
“These studies were conducted among 98,749 children with an average mean age of 12.13 years and an average of 48.7% girls in all the seven regions of Mainland China.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFail-safe N values were large enough to reduce the mean effect below significance for physical abuse with externalizing (N = 845) or internalizing (N = 3,500), emotional abuse with externalizing (N = 582) or internalizing (N = 8,190), and neglect with externalizing (N = 171) or internalizing (N = 2,366).
“The fail-safe N numbers were very large to reduce the mean effect size below the level of significance for the relationship between physical abuse and externalizing (N = 845) or internalizing behaviors (N = 3,500), between emotional abuse and externalizing (N = 582) or internalizing behaviors (N = 8,190), and between neglect and externalizing (N = 171) or internalizing behaviors (N = 2,366).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe meta-analysis found that physical abuse, emotional abuse, and neglect were each associated with a broad range of externalizing and internalizing behavior problems among children in Mainland China.
“The present meta-analysis found that all three types of child maltreatment related to a broad spectrum of childhood behavior problems, including externalizing and internalizing behaviors in Mainland China.”
- Also stated in: § Conclusion · boosted
“Findings showed child maltreatment was undoubtedly related to a broad spectrum of childhood behavior problems among Chinese children.”
Quote in the paperSubstantial claim- Rests on an assumption: The instruments used in the included studies validly measure child maltreatment and childhood behavior problems.
- Rests on an assumption: The 42 included studies are representative enough of children in Mainland China for the pooled associations to generalize to Chinese children.
- Also stated in: § Conclusion · boosted
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationMeasures of emotional abuse included public humiliation, verbal abuse, or combined behaviors such as these plus threats of hitting.
“Emotional abuse was measured by public humiliation (Olson et al., 2011), verbal abuse (X. Liu et al., 2008), or multiple behaviors including both and threatening to hit (e.g., B. Liu, Wei, Xing, & Wang, 2012; Pan, 2010; Tao et al., 2006).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Olson et al., 2011
Not checked in the free run.
- cites X. Liu et al., 2008
Not checked in the free run.
- cites B. Liu, Wei, Xing, & Wang, 2012
Not checked in the free run.
May combine two claims.
FindingcitationPhysical abuse was defined in some studies by several specific violent parental acts (e.g., hitting, beating, kicking), while other studies used only terms like 'physical punishment' or 'being hit'.
“the present meta-analysis found that some studies defined physical abuse using multiple specific parental violent behaviors such as hitting, beating, and kicking (e.g., Kwok et al., 2013; Tang et al., 2011), whereas others simply referred to “physical punishment” or “being hit” (Hesketh et al., 2011; X. Liu, Sun, & Yang, 2008).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Kwok et al., 2013
Not checked in the free run.
- cites Tang et al., 2011
Not checked in the free run.
- cites Hesketh et al., 2011
Not checked in the free run.
May combine two claims.
FindingcitationMost neglect studies used the Child Psychological Abuse and Neglect Scale, developed by Chinese researchers from the CTQ, CTSPC, and Chinese sociocultural context, assessing physical, psychological, and educational neglect; other studies used the CTQ and measured only psychological and physical neglect.
“The majority of studies on neglect applied the Child Psychological Abuse and Neglect Scale developed by Chinese researchers based on the CTQ, the CTSPC, and the Chinese sociocultural context and assessed physical, psychological, and educational neglect (A. Liu & Nian, 2012; Yang, 2012), whereas others applied the CTQ and only measured psychological and physical neglect.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites A. Liu & Nian, 2012
Not checked in the free run.
- cites Yang, 2012
Not checked in the free run.
May combine two claims.
Findingnone givenAssociations were roughly similar across maltreatment types and across behavior problem types or subtypes.
“The associations of different types of child maltreatment and different types/subtypes of childhood behavior problems were about equivalent.”
Quote in the paperSubstantial claim- Rests on an assumption: The instruments used in the included studies validly measure child maltreatment and childhood behavior problems.
May combine two claims.
Findingown dataEvery study in this meta-analysis assessed behavior problems with subjective questionnaires, not diagnostic criteria, while the comparison meta-analyses used diagnostic outcomes.
“All studies included in the present meta-analysis measured behavior problems using subjective questionnaires rather than diagnostic standards, whereas the other meta-analyses included studies using diagnostic behavior problems as outcomes.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAll meta-analyses had overlapping 95% confidence intervals, so the observed differences were not statistically significant.
“Nevertheless, the 95% CI overlapped across all meta-analyses, indicating that the observed differences were not significant.”
Quote in the paperSubstantial claim- Rests on an assumption: Effect sizes from the present meta-analysis and the five comparison meta-analyses are comparable enough for direct cross-study comparison.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataSensitivity analyses were conducted to test uncertainty in the study findings.
“Sensitivity analyses were conducted to test the uncertainty in the study findings.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationTwo raters independently screened search results according to eligibility criteria, and disagreements were resolved by consensus to reduce bias and errors.
“Two raters screened the search results independently based on the eligibility criteria. Disagreements were resolved by consensus to reduce bias and errors (Buscemi, Hartling, Vandermeer, Tjosvold, & Klassen, 2006).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Buscemi, Hartling, Vandermeer, Tjosvold, & Klassen, 2006
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAsymmetry in a funnel plot can occur if publication favors larger studies with null or opposite-direction results over smaller studies with similar results.
“An asymmetrical funnel plot might arise if larger studies with nonsignificant results or with an effect size in the nonhypothesized direction are preferentially published, while smaller studies with such findings are less likely to be published (Sterne & Egger, 2001).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Sterne & Egger, 2001
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductcitationStudy quality was assessed by two raters using the modified NIH quality assessment instrument for observational cohort and cross-sectional studies.
“The same two raters appraised the quality of each study using the modified Quality Assessment Tool for Observational Cohort and Cross-sectional Studies (National Institute of Health, 2014) based on each study’s objective(s), sampling description, measurement, and analysis.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites National Institute of Health, 2014
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenDisagreements in quality assessment between raters were resolved by consensus.
“Disagreements in the assessment between the raters were resolved by consensus.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataModerator analyses indicated that child gender and the reporter of maltreatment might explain some heterogeneity, though the evidence remains weak.
“Moderator analysis showed that child gender and reporter of child maltreatment may contribute to the heterogeneity among study findings, but the evidence is still weak.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningStudying behavior problems in childhood that are related to maltreatment is useful for preventing behavior problems at an earlier life stage.
“Investigation of child maltreatment–related childhood behavior problems is informative for prevention of behavior problems at an earlier life stage.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductnone givenReports sharing a study were grouped using author names, location, and sample features, and treated as one study when they examined different maltreatment or behavior problems.
“Articles from the same study were identified based on the author names, study location, and sample characteristics and were coded as one study if they focused on different maltreatment or behavior problems.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe pooled effect sizes indicate that various maltreatment types are associated with various behavior problems to a similar degree, with small-to-moderate effects, except emotional abuse is more strongly linked to internalizing than externalizing behaviors.
“The pooled estimates suggest that different types of child maltreatment relate to different types of behavior problems approximately equally, with small-to-moderate effect sizes, except that emotional abuse related more to internalizing than externalizing behaviors.”
Quote in the paperSubstantial claim- Rests on an assumption: The instruments used in the included studies validly measure child maltreatment and childhood behavior problems.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenPublication bias was estimated using three methods: classic fail-safe N, funnel plot, and trim-and-fill.
“Publication bias was estimated using three methods such as the classic fail-safe N, funnel plot, and the trim-and-fill method.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationIn China in 2010, the economic cost of physical abuse was about 0.47% of GDP (US$27 billion) and of emotional abuse about 0.84% (US$50 billion).
“Based on the modest associations of physical and emotional abuse with mental health problems in China, Fang et al. (2015) estimated that the economic cost of physical and emotional abuse was 0.47% and 0.84% of the gross domestic product (i.e., about US$27 and US$50 billion) in 2010, respectively.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Fang et al. (2015)
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationExternalizing and internalizing problems in childhood are major risk factors for adult crime, violence, and mental disorders.
“Also, childhood externalizing and internalizing behaviors are major risk factors for many social, societal, and health outcomes such as adulthood crime, violence, and mental disorders (for meta-analyses, see Leschied et al., 2008; Reef et al., 2011).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Leschied et al., 2008
Not checked in the free run.
- cites Reef et al., 2011
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMild physical abuse conventionally accepted as ordinary discipline is still related to behavior problems.
“Some studies (e.g., Ge et al., 2013; Tao et al., 2006; Yu et al., 2013; W. Zhang et al., 2013) may have excluded physical abuse in its mild form that are conventionally accepted as ordinary discipline but still related to behavior problems (Gershoff, 2002).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gershoff, 2002
Not checked in the free run.
May combine two claims.
Interpretationown dataComparisons across studies gave preliminary evidence that maltreatment-behavior problem associations have similar strength across populations and countries, including between Mainland Chinese children and prior meta-analyses of child and adult samples.
“The cross-study comparisons provided initial evidence of the equal strength of the relationship between child maltreatment and behavior problems across populations and countries.”
- Also stated in: § Conclusion · plain
“In addition, associations between child maltreatment and behavior problems in Mainland Chinese children were equal to the estimates in some existing meta-analyses of studies of child and adult populations across the world.”
Quote in the paperSubstantial claim- Rests on an assumption: Effect sizes from the present meta-analysis and the five comparison meta-analyses are comparable enough for direct cross-study comparison.
- Also stated in: § Conclusion · plain
Classified as probably not a substantial claim.
InterpretationreasoningIt remains possible that behavior problems raise the risk of maltreatment.
“Hence, no causal relationship can be inferred, and the possibility that behavior problems increase the risk of child maltreatment should not be ruled out.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
InterpretationcitationAdjusting for confounders-particularly co-occurring maltreatment, family dysfunction, and parental mental and behavioral health-might alter the association between maltreatment and behavior problems.
“It is possible that the relationship can change after adjusting for confounding variables, especially co-occurring maltreatment, family dysfunction, and parental behavioral and mental health (Norman et al., 2012).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Norman et al., 2012
Not checked in the free run.
The paper relies on this without support.
The relationship between three types of child maltreatment and childhood behavior problems in Mainland China had not been systematically examined before this meta-analysis.
“The relationship between three types of child maltreatment, including physical abuse, emotional abuse and neglect, and childhood behavior problems in Mainland China, has not been systematically examined.”
The paper relies on this without support.
Existing reviews focused on studies conducted in child and adult populations together and failed to differentiate between them.
“First, they focused on studies conducted in child and adult populations together and failed to differentiate between them.”
The paper relies on this without support.
Whether different types of child maltreatment relate to different behavior problems equally or differently was still unclear.
“Second, whether different types of child maltreatment relate to different behavior problems equally or differently is still unclear.”
The paper relies on this without support.
Many possible factors that could contribute to heterogeneity in relationships between child maltreatment and behavior problems had not been analyzed in existing meta-analyses.
“Third, many possible factors that could contribute to the heterogeneity in relationships between child maltreatment and behavior problems have not been analyzed in the existing meta-analyses.”
The paper relies on this without support.
Whether child or parental gender moderates the average effect size of the association of child maltreatment and behavior problems was unclear.
“however, whether child or parental gender moderates the average effect size of the association of child maltreatment and behavior problems is unclear.”
The paper relies on this without support.
Cross-study similarities and differences in the pooled estimates of the associations between child maltreatment and behavior problems among existing meta-analyses had not been analyzed.
“Lastly, the cross-study similarities and differences in the pooled estimates of the associations between child maltreatment and behavior problems among existing meta-analyses have not been analyzed.”
The paper relies on this without support.
The instruments used in the included studies validly measure child maltreatment and childhood behavior problems.
“Nine studies used the CTSPC, 6 used the CTQ , 5 used self-developed instruments, and the remaining 22 studies used other tools to assess child maltreatment.”
“First, considerable variations exist in how researchers defined and measured physical abuse, emotional abuse, and neglect across the 42 studies.”
The paper relies on this without support.
The child maltreatment assessed in the included studies was perpetrated by parents, guardians, or other family members in the household.
“Findings from the 42 studies conducted among 98,749 Chinese children supported the hypothesis that physical abuse, emotional abuse, and neglect by parents, guardians, and other family members in the household are undoubtedly associated with a broad spectrum of behavior problems in childhood.”
The paper relies on this without support.
The 42 included studies are representative enough of children in Mainland China for the pooled associations to generalize to Chinese children.
“Second, child participants in the 42 studies were diverse in gender, age, and geographic region. However, they were relatively homogenous considering that all were students attending regular schools in the regions where Han Chinese people populate.”
The paper relies on this without support.
Effect sizes from the present meta-analysis and the five comparison meta-analyses are comparable enough for direct cross-study comparison.
“The point estimates of the pooled effect size in the present study were consistently and slightly larger than the estimates in the other five meta-analyses, especially regarding physical and emotional abuse.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Mixed-maltreatment externalizing estimate is not centered in its confidence interval
MajorThe reported 95% confidence interval has a midpoint of 1.2125, far from the reported pooled Hedges's g of .713. The estimate and interval cannot both be correct as a symmetric confidence interval on the reported effect-size scale.
Reported 0.713 · recomputed 1.2125
“externalizing (Hedges’s g = .713, 95% CI [0.436, 1.989])”
Parent-report study count differs between sections
MinorThe study characteristics section gives two different counts of studies collecting maltreatment data from parents: nine and eight.
“Nine studies collected child maltreatment data reported by parents, while the remaining studies used child-report data.”
“Eight studies collected maltreatment information from parents, while the remaining used child-report data.”
Article screening counts do not reach 46
MinorThe screening counts leave 48 articles after full-text review (153 − 105), and the additional eligible article brings the total to 49, not 46.
Reported 46 · recomputed 48
“Of the remaining 153 articles, 105 were further excluded upon full-text screening based on the eligibility criteria. One additional eligible article was identified from the reference list of a retrieved article. This process resulted in 46 articles from 42 studies that met the eligibility criteria (Figure 1).”
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- Authors
- Cui, N., & Liu, J.
- Affiliations
- Shandong University (CN)
- University of Pennsylvania (US)
- Corresponding author
- Cui, Naixue
- Venue
- Trauma, Violence, & Abuse
- Publisher
- SAGE Publications
- Published
- 2018-02-13
- Volume
- 21
- Issue
- 1
- Pages
- 206-224
- ISSN
- 1524-8380 (ISSN-L)
- 1552-8324
- PMC
- PMC10064579
- OpenAlex
- W2788691505
- Cited by
- 113
- References
- 58
- Citations by year
- 2026: 21 · 2025: 24 · 2024: 15 · 2023: 15 · 2022: 18 · 2021: 12 · 2020: 5 · 2019: 2 · 2018: 1
- FWCI
- 0.84
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Trauma Violence & Abuse (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Office of Nursing Research at University of Pennsylvania School of Nursing
- Topics
- Social Sciences › Psychology › Clinical Psychology › Child Abuse and Trauma
- Social Sciences › Safety Research › Child Welfare and Adoption
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Keywords
- child abuse, physical abuse, emotional abuse, child neglect, child behavior problems, externalizing problems, internalizing problems, child protection, mainland China, gender differences
- MeSH terms
- Emotional Abuse, Adolescent, Behavioral Symptoms, Child, Child Abuse, Child Behavior Disorders, China, Female, Humans, Male
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