Identifying children at high risk for a child maltreatment report

Objective

To help professionals identify factors that place families at risk for future child maltreatment, to facilitate necessary services and to potentially help prevent abuse and neglect.

Method

The data are from a prospective, longitudinal study of 332 low-income families recruited from urban pediatric primary care clinics, followed for over 10 years, until the children were approximately 12 years old. Children with prior child protective services involvement (CPS) were excluded. The initial assessment included sociodemographic, child, parent and family level variables. Child maltreatment was assessed via CPS reports. Risk ratios (RRs) and their 95% confidence intervals (CIs) were estimated using Cox regression models.

Results

Of the 224 children without a prior CPS report and with complete data who were followed for an average of 10 years, 97 (43%) later had a CPS report. In a multivariate survival analysis, 5 risk factors predicted CPS reports: child's low performance on a standardized developmental assessment (RR = 1.23, 95% CI = 1.01-1.49, p = .04), maternal education ≤ high school (RR = 1.55, CI = 1.01-2.38, p = .04), maternal drug use (RR = 1.71, CI = 1.01-2.90, p < .05), maternal depressive symptoms (RR per one standard deviation higher score = 1.28, CI = 1.09-1.51, p < .01), and more children in the family (RR per additional child = 1.26, CI = 1.07-1.47, p < .01).

Conclusions

Five risk factors were associated with an increased risk for later maltreatment. Child health care and other professionals can identify these risk factors and facilitate necessary services to strengthen families, support parents and potentially help prevent child maltreatment.     

Adolescent risk factors for child maltreatment

We investigate adolescent risk factors, measured at both early and late adolescence, for involvement in child maltreatment during adulthood. Comprehensive assessments of risk factors for maltreatment that use representative samples with longitudinal data are scarce and can inform multilevel prevention. We use data from the Rochester Youth Development Study, a longitudinal study begun in 1988 with a sample of 1,000 seventh and eighth graders. Participants have been interviewed 14 times and, at the last assessment (age 31), 80% were retained. Risk factors represent 10 developmental domains: area characteristics, family background/structure, parent stressors, exposure to family violence, parent–child relationships, education, peer relationships, adolescent stressors, antisocial behaviors, and precocious transitions to adulthood. Maltreatment is measured by substantiated reports from Child Protective Services records. Many individual risk factors (20 at early adolescence and 14 at later adolescence) are significantly, albeit moderately, predictive of maltreatment. Several developmental domains stand out, including family background/structure, education, antisocial behaviors, and precocious transitions. In addition, there is a pronounced impact of cumulative risk on the likelihood of maltreatment. For example, only 3% of the youth with no risk domains in their background at early adolescence were involved in later maltreatment, but for those with risk in 9 developmental domains the rate was 45%. Prevention programs targeting youth at high risk for engaging in maltreatment should begin during early adolescence when risk factors are already at play. These programs need to be comprehensive, capable of addressing the multiple and interwoven nature of risk that is associated with maltreatment.     

Prevalence and risk factors of child maltreatment among migrant families in China

Although cases of child abuse among migrant families are often reported by social media, the issue of child maltreatment among migrant families in China has received little empirical attention. This study investigated both the prevalence of child maltreatment by parents among migrant families, and the individual, family and community-level risk factors associated with child abuse in this context. A survey was conducted with 667 migrant and 496 local adolescents in Shenzhen, South China, with a stratified two-stage cluster sampling design. Logistic regression analysis was conducted to compare the prevalence of maltreatment between migrant and local adolescents, and also to explore risk factors associated with the psychological and physical maltreatment in both groups. The results showed that parent-to-child abuse was more prevalent among migrant than local adolescents, with migrant adolescents 1.490 and 1.425 times more likely to be psychologically and physically abused by their parents than their local counterparts. Low academic performance, delinquent behavior, family economic adversity and low parent attachment put migrant adolescents at increased risk of both psychological and physical maltreatment, and neighborhood disorganization was significantly related to psychological aggression among migrant adolescents. The findings confirm that child abuse perpetuated by parents is a serious problem in Mainland China, especially among migrant families, and implications for policy and practice are discussed.     

Predicting child maltreatment: A meta-analysis of the predictive validity of risk assessment instruments

Risk assessment is crucial in preventing child maltreatment since it can identify high-risk cases in need of child protection intervention. Despite widespread use of risk assessment instruments in child welfare, it is unknown how well these instruments predict maltreatment and what instrument characteristics are associated with higher levels of predictive validity. Therefore, a multilevel meta-analysis was conducted to examine the predictive accuracy of (characteristics of) risk assessment instruments. A literature search yielded 30 independent studies (N = 87,329) examining the predictive validity of 27 different risk assessment instruments. From these studies, 67 effect sizes could be extracted. Overall, a medium significant effect was found (AUC = 0.681), indicating a moderate predictive accuracy. Moderator analyses revealed that onset of maltreatment can be better predicted than recurrence of maltreatment, which is a promising finding for early detection and prevention of child maltreatment. In addition, actuarial instruments were found to outperform clinical instruments. To bring risk and needs assessment in child welfare to a higher level, actuarial instruments should be further developed and strengthened by distinguishing risk assessment from needs assessment and by integrating risk assessment with case management.     

Risk of maltreatment for siblings: Factors associated with similar and different childhood experiences in a dyadic sample of adult siblings

Siblings share the same environment and thus potentially a substantial number of risk factors for child maltreatment. Furthermore, the number of siblings and the sibling constellation itself might pose a risk for child maltreatment. Little is known about the likelihood that more than one child in a family is maltreated and which factors increase the risk. This study sought to investigate similarities and differences in maltreatment in siblings and risk factors associated with the maltreatment of more than one child from the same family. Data on maltreatment during childhood and adolescence, family background, and sibling constellation were collected from 870 pairs of siblings. In the dyadic analyses, siblings reported similar maltreatment experiences, especially when any type of maltreatment was considered. Parents’ mental health problems were significant predictors for maltreatment of at least one sibling. Father’s mental health problems were predictive of maltreatment of both or only the younger sibling, mother’s mental health problems of both or only the older sibling. Closeness in age and same gender of siblings did not emerge as a consistent predictor. The increasing number of siblings was a risk factor for any type of maltreatment of both siblings. The results highlight the need for preventive measures for families with a large number of children and with parents with mental health problems as well as a repeated risk assessment of all siblings in a family when one sibling was maltreated.     

Risk factors for child neglect: A meta-analytic review

Knowledge of risk factors and their effects is vital for successfully preventing and reducing child neglect. This study provides a meta-analytic update of research on risk factors for child neglect. A total of 315 effect sizes were extracted from 36 primary studies and classified into 24 risk domains. Effects of 15 risk domains were significant and ranged from small (r = .110) to large (r = .372) in magnitude. Most risks were found at the parental level, such as having a history of antisocial behavior/criminal offending (r = .372); having a history of mental/psychiatric problems (r = . 259); having mental/physical problems (r = .207); and experiences of abuse in own childhood (r = .182). The effect of mother-related risk factors was not significantly different from the effect of father-related risk factors. It is concluded that child neglect is determined by multiple risk domains and that especially parent-related risk factors are important in preventing and reducing child neglect. Implications of the results for clinical practice are discussed.     

Parents' self-reporting of child physical maltreatment in Yuncheng City, China

Objective

To investigate the prevalence of child physical maltreatment (CPM) by parents in a city locating in central-western region of China and identify associated risk factors.

Methods

Cross-sectional survey was carried out among a randomly sampled population of primary school students’ parents in Yuncheng City. Data on parental CPM during the past 3 months, definition of CPM, Parenting Scale, parent-child interaction attitudes, social support, socio-demographic background were collected by a self-report questionnaire. Logistic regression analyses were used to investigate the associations between CPM and related risk factors.

Results

Of parents from 1,394 primary school students, there were 595 (42.7%) and 301 (21.6%) of them reported that they had minor/severe CPM behaviors toward their children during the past 3 months, respectively. The risk factors that were significantly associated with both prevalence and frequencies of minor/severe CPM included child problem behaviors, overreactivity and hostility parenting.

Conclusion

CPM by parents is not uncommon in China. More attention should be paid to programs that help parents learn parenting skills and use nonviolent child discipline.     

The use of model based recursive partitioning as an analytic tool in child welfare

Child welfare agencies are tasked with investigating allegations of child maltreatment and intervening when necessary. Researchers are turning to the field of predictive analytics to optimize data analysis and data-driven decision making. To demonstrate the utility of statistical algorithms that preceded the current predictive analytics, we used Model Based (MOB) recursive partitioning, a variant of regression analysis known as decision trees, on a dataset of cases and controls with a binary outcome of serious maltreatment (defined as hospitalization or death). We ran two models, one which split a robust set of variables significantly correlated with the outcome on the partitioning of a proxy variable for environmental poverty, and one which ran the same variable set partitioned on a variable representing confirmed prior maltreatment. Both models found that what most differentiated children was spending greater than 2% of the timeframe of interest in foster care, and that for some children, lack of Medicaid eligibility almost doubled or tripled the odds of serious maltreatment. We find that decision trees such as MOB can augment risk assessment tools and other data analyses, informing data-driven program and policy decision making. We caution that decision trees, as with any other predictive tool, must be evaluated for inherent biases that may be contained in the proxy variables and the results interpreted carefully. Predictive analytics, as a class, should be used to augment, but not replace, critical thinking in child welfare decision making.     

Unintended pregnancy as a predictor of child maltreatment

Whereas child maltreatment research has developed considerable evidence on post-natal risk-factors, pre-natal circumstances have been largely overlooked. The circumstances surrounding a pregnancy may considerably impact the environment in which later parenting behaviors occur. This study examines one of the earliest potentially identifiable risk-factors for child maltreatment: the intentions of a pregnancy. Utilizing both mother and father reports, this study focuses on maltreatment risk, as it relates with both parents’ perspectives of the pregnancy's intention. Drawing upon data from the Fragile Families and Child Well Being study, a longitudinal, birth cohort study, survey questions were used that asked parents, at the time of the birth, whether they considered abortion for the child. Unintended pregnancy demonstrates predictive value as one of the earliest identifiable risk-factors for child maltreatment. Regardless of whether the mother or father reported the unintended pregnancy, the relationship with maltreating behavior is largely the same, although for different maltreatment types. Mothers’ reports of unintended pregnancy are associated with psychological aggression, and neglect. Fathers’ reports of unintended pregnancy are associated with physical aggression. Fathers’ perspectives regarding pregnancy intentions matter just as much as mothers,’ and accounting for their perspectives could be important in understanding the maltreating behaviors of both parents. Identifiable in the earliest stages of caregiving, unintended pregnancy may be an important risk-factor in predicting and understanding child maltreatment.     

Variation in prevention of child maltreatment by Dutch child healthcare professionals

Child maltreatment (CM) is a common condition with a large impact on the victim and society. In the Netherlands, the preventive child healthcare (CHC) aims to protect children against such threats. However, several studies indicate that the efficacy in this area may be suboptimal for many CHC professionals. Therefore, this study aims to map the practice variation in the primary and secondary prevention of CM, by CHC physicians and nurses. This mixed-methods study used interviews to identify relevant topics and develop an online questionnaire. All CHC organizations in the Netherlands (n = 45) were asked to forward this questionnaire to their professionals. Practice variation was described with domain scores and item response distributions. Multi-level analysis was used to assess case mix-corrected variance between organizations. Interview participants (n = 11) expected suboptimal care in 35 topics which they considered important for prevention of CM, resulting in a 15 min questionnaire. Nearly two-thirds of the organizations (n = 29) agreed to forward the questionnaire to their employees. The response rate was 42% (n = 1104). Suboptimal care and practice variation was found in all domains (i.e. communication, medical expertise, collaboration, involvement in prevention of CM, and improvement opportunities), mostly caused by intra-organization variance. Significant inter-organization variance was found for collaboration (variance partition coefficient 6–7%) and involvement (2–3%). Furthermore, the majority of the respondents (96%) reported fear in acting upon suspicions of CM. Substantial suboptimal care and practice variation in prevention of CM warrant action from authorities, CHC training institutes, CHC organizations, and professionals.     

Screening for potential child maltreatment in parents of a newborn baby: The predictive validity of an Instrument for early identification of Parents At Risk for child Abuse and Neglect (IPARAN)

For preventive purposes it is important to be able to identify families with a high risk of child maltreatment at an early stage. Therefore we developed an actuarial instrument for screening families with a newborn baby, the Instrument for identification of Parents At Risk for child Abuse and Neglect (IPARAN). The aim of this study was to assess the predictive validity of the IPARAN and to examine whether combining actuarial and clinical methods leads to an improvement of the predictive validity. We examined the predictive validity by calculating several performance indicators (i.e., sensitivity, specificity and the Area Under the receiver operating characteristic Curve [AUC]) in a sample of 4692 Dutch families with newborns. The outcome measure was a report of child maltreatment at Child Protection Services during a follow-up of 3 years. For 17 children (.4%) a report of maltreatment was registered. The predictive validity of the IPARAN was significantly better than chance (AUC = .700, 95% CI [.567–.832]), in contrast to a low value for clinical judgement of nurses of the Youth Health Care Centers (AUC = .591, 95% CI [.422–.759]). The combination of the IPARAN and clinical judgement resulted in the highest predictive validity (AUC = .720, 95% CI [.593–.847]), however, the difference between the methods did not reach statistical significance. The good predictive validity of the IPARAN in combination with clinical judgment of the nurse enables professionals to assess risks at an early stage and to make referrals to early intervention programs.     

Fatal child maltreatment in England, 2005-2009

Objective

This paper presents comprehensive and up-to-date data covering 4 years of Serious Case Reviews into fatal child maltreatment in England.

Methods

Information on all notified cases of fatal maltreatment between April 2005 and March 2009 was examined to obtain case characteristics related to a systemic classification of 5 broad groups of maltreatment deaths (severe physical assaults; covert homicide/infanticide; overt homicide; extreme neglect/deprivational abuse; deaths related to but not directly caused by maltreatment).

Results

A total of 276 cases were recorded giving an incidence of 0.63 cases per 100,000 children (0-17) per year. 246 cases could be classified based on the data available. Of these the commonest specific group was those children who died as a result of severe physical assaults. Apparently deliberate overt and covert homicide was less common, while deaths as a direct consequence of neglect were rare. In contrast, some evidence of neglect was found in at least 40% of all cases, though not the direct cause of death.

Conclusions

Class characteristics differ between the different categories of death and may suggest the need for different strategies for prevention.     

Community interaction and child maltreatment

The way in which parents interact with their environment may have implications for their likelihood of abuse and neglect. This study examines the parent–environment relationship through community involvement and perception, using social disorganization theory. We hypothesize mothers who participate in their communities and have positive perceptions of them may be less likely to maltreat their children because of the potential protective capacity of neighborhood supports. Using information from the 5 year Fragile Families and Child Wellbeing Study (n = 2991), the mother's self-reported acts of psychological and physical maltreatment and neglect are measured. A mother's community involvement index is the number of community activities a mother was involved in, and community perception is measured by two five-item Likert scales assessing perception of community collective efficacy. We analyze the relationship between community variables and each of mother's maltreatment behaviors as well as the interaction between community factors using a series of nested logistic regressions. Higher levels of community involvement are associated with lower levels of psychological aggression. More positive perception of community social control is associated with lower levels of physical assault. A moderation effect of community perception suggests that a mother's perception of her community changes the relationship between community involvement and psychological child abuse. The results provide important policy and empirical implications to build positive and supportive communities as a protective factor in child maltreatment. Getting parents involved in their communities can improve the environment in which children and families develop, and decrease the likelihood that maltreatment will occur.     

Neighborhood views on the definition and etiology of child maltreatment

OBJECTIVE: The purpose of this study, as part of a larger study on neighborhoods and child maltreatment, was to determine how parents residing in neighborhoods with differing profiles of risk for child maltreatment reports defined child abuse and neglect and viewed its etiology. METHOD: Parents (n = 400) were systematically selected from neighborhoods (n=20) with different profiles of risk for child maltreatment report rates. As part of a larger interview, parents were asked to generate lists of behaviors that they would define as child abuse and neglect and to rate 13 etiological factors on a 10 point scale as to their contribution to the occurrence of child maltreatment. RESULTS: While there were differences in definitional emphases, with African-American parents including behaviors of neglect and European-American parents including behaviors of physical abuse, there was marked congruence on the catalogue of behaviors that parents would define as child abuse and neglect. Four factors were identified that explained almost two-thirds of the variance in parents' etiological explanations: poverty and family disruption, substance abuse and stress; lack of moral and family values; and individual pathology. These factors were related to neighborhood conditions, individual perceptions of neighborhood and individual characteristics. CONCLUSIONS: Community-based programs aimed at preventing or ameliorating child maltreatment must have at their very core an understanding of how populations being served define child maltreatment and why they believe that it occurs.     

Special care needs and risk for child maltreatment reports among babies that graduated from the Neonatal Intensive Care

Newborns discharged from intensive care are at elevated risk for child welfare reports, especially for child neglect. This study investigates the role of caregiving burden as a risk predictor among the NICU graduate population. Discharge data were captured for 2,463 infants graduating from a Neonatal Intensive Care Unit (NICU) during 2005–2008, then linked to child welfare reports at a median 3.2 year follow-up. Survival analyses were used to examine child welfare report outcomes conditional on caregiving burden and its moderating relationships with other family risk factors. Caregiving burden was associated primarily with an increased risk of child welfare reporting during the first few months to first year of life, after which risk was similar to NICU graduates without caregiving burden. Caregiving burden effects were potentiated by having three or more siblings in the family. A history of prior child welfare reports predicted very high risk, regardless of caregiving burden. Young maternal age increased risk. The findings suggest that the immediate months after NICU discharge may be an important window of child neglect prevention opportunity among newborns with special caregiving needs. This may be a key time to provide caregiver support and monitoring, particularly when caregivers have multiple children.     

Parental cognitive impairment and child maltreatment in Canada

Objectives

The aim of this study was to determine the prevalence of parental cognitive impairment in cases opened for child maltreatment investigation in Canada, and to examine the relationship between parental cognitive impairment and maltreatment investigation outcomes including substantiation, case disposition and court application.

Methods

The method was secondary analysis of the Canadian Incidence Study of Child Abuse and Neglect (CIS-2003) core-data, which is derived from a multi-stage stratified cluster sample of 11,562 child maltreatment investigations.

Results

Parental cognitive impairment was noted in 10.1% of sampled cases that were opened for child maltreatment investigation in 2003, and in 27.3% of sampled cases that resulted in child welfare court application. Neglect was the most common cause of concern. With child and case characteristics held constant, parental cognitive impairment predicted investigation outcomes. The data further suggest that the relationship between parental cognitive impairment and investigation outcomes was partially mediated by perceived parent non-cooperation, mental health issues and low social support.

Conclusions

The number of children who are living with a parent with cognitive impairment and who are referred for protective services is thought to be increasing. Building systems capacity to support parents with cognitive impairment and promote child wellbeing is therefore essential to containing the human and economic costs of maltreatment and out-of-home care.

Practice implications

A broad-spectrum approach is needed to support parents with cognitive impairment and their children. Equipping services with the knowledge, skills, and mandate they need to deliver evidence-based parent training is vital. However, strategies are also needed to tackle discrimination, alleviate family poverty, strengthen the social ties of parents with cognitive impairment and in turn, improve the life chances of their children.     

Less money,more problems: How changes in disposable income affect child maltreatment

A number of research studies have documented an association between child maltreatment and family income. Yet, little is known about the specific types of economic shocks that affect child maltreatment rates. The paucity of information is troubling given that more than six million children are reported for maltreatment annually in the U.S. alone. This study examines whether an exogenous shock to families’ disposable income, a change in the price of gasoline, predicts changes in child maltreatment. The findings of a fixed-effects regression show that increases in state-level gas prices are associated with increases in state-level child maltreatment referral rates, even after controlling for demographic and other economic variables. The results are robust to the manner of estimation; random-effects and mixed-effects regressions produce similar estimates. The findings suggest that fluctuations in the price of gas may have important consequences for children.     

A prospective,longitudinal cohort study: The impact of child maltreatment on delinquency among South Korean youth in middle and high school

BackgroundCultural groups vary in how they understand child maltreatment and children's misbehavior and these cultural variations may impact the relationship between maltreatment and delinquency.ObjectiveThis study investigated the impact of maltreatment on delinquency among South Korean youth. Participants and Setting: Using Korean Children and Youth Panel Survey data, this study followed two cohorts of middle (n = 2,275) and high (n = 2,272) school youth for their first self-reported delinquency over 4 years.MethodDiscrete-time hazard model was used for the analyses.ResultsApproximately 19% of middle and 11% of high school youth engaged in delinquency for 4 years. Maltreatment is associated with delinquency only for high school youth (HR = 1.42). In both cohorts, male youth with high levels of aggression were more likely to engage in delinquency. Additional risk factors included high levels of depression (HR = 1.36) and negative attitudes toward school rules (HR = 0.68), father's education less than high school (HR = 0.63), low levels of self-control (HR = 0.63). Findings also identified culturally unique factors that place Korean youth at heightened risk of delinquency: mother's education more than high school (HR = 1.49) and higher family income (HR = 1.93).ConclusionPreventive interventions need to identify culturally specific risk factors for youth at increased risk of delinquency and thus these preventive interventions should be culturally tailored.     

Child maltreatment as a function of cumulative family risk: Findings from the intensive family preservation program

This study examined child maltreatment as a function of cumulative family risk in a sample of at-risk families (N = 837) who were referred to an intensive family preservation program because of child behavior problems or suspected child abuse and neglect. The goal of this intensive family preservation program is to improve parenting skills and reduce immediate family stressors that may lead to an increased risk of child abuse and neglect. The findings indicate that the most prominent family risks comprising the cumulative risk scale in our sample were socio-economic disadvantage (e.g., income, unemployment, housing instability) and parental characteristics (e.g., mental/physical health, parental use of alcohol, domestic violence). Further, the results demonstrated a strong quadratic trend in the relationship between cumulative family risk and child maltreatment, and identified a risk threshold effect at three cumulative family risks after which the child risk for maltreatment increased exponentially. These findings are interpreted in the light of the current research on differentiative interventions, supporting differentiated services to the families with low vs. higher risk for child maltreatment.     

Risk factors for infant maltreatment: a population-based study

CONTEXT: Of the approximately 900,000 children who were determined to be victims of abuse or neglect by US child protective services in 2002, the birth-to-3 age group had the highest rate of victimization (1.6%) and children younger than 1 accounted for the largest percentage of victims (9.6%). OBJECTIVE: To identify perinatal and sociodemographic risk factors associated with maltreatment of infants up to 1 year of age. DESIGN AND SETTING: Observational cohort study. PARTICIPANTS: 189,055 children born in 1996 in Florida. MAIN OUTCOME MEASURE: Infant maltreatment, defined as a verified report of abuse, neglect, or threatened harm that occurred between day 3 of life and 1 year. RESULTS: 1,602 children (.85%) of the 1996 birth cohort had verified instances of maltreatment by age 1. Of 15 perinatal and sociodemographic variables studied, 11 were found to be significantly related to infant maltreatment. Five factors had adjusted relative risks (RR) of two or greater: Mother smoked during pregnancy (RR 2.8); more than two siblings (RR 2.7); Medicaid beneficiary (RR 2.1); unmarried marital status (RR 2.0); low birth weight infant (RR 2.0). Infants who had four of these five risk factors had a maltreatment rate seven times higher than the population average. CONCLUSIONS: Data on nearly all risk factors found to be significantly associated with infant maltreatment are available on the birth certificate. Such information can be incorporated into a population-based risk-assessment tool that could identify subpopulations at highest risk for infant maltreatment. Because resources are limited, these groups should be given priority for enrollment in child abuse prevention programs.