Identifying maltreatment subgroups with patterns of maltreatment subtype and chronicity: A latent class analysis approach

Maltreatment experiences are complex, and it is difficult to characterize the heterogeneity in types of maltreatment. Subtypes, such as emotional maltreatment, sexual abuse, physical abuse, and neglect commonly co-occur and may persist across development. Therefore, treating individual maltreatment subtypes as independently occurring is not representative of the nature of maltreatment as it occurs in children’s lives. Latent class analysis (LCA) is employed herein to identify subgroups of maltreated children based on commonalities in maltreatment subtype and chronicity. In a sample of 674 low-income urban children, 51.6% of whom experienced officially documented maltreatment, our analyses identified four classes of children, with three distinct classes based on maltreatment subtypes and chronicity, and one group of children who did not experience maltreatment. The largest class of maltreated children identified was the chronic, multi-subtype maltreatment class (57% of maltreated children); a second class was characterized by only neglect in a single developmental period (31% of maltreated children), and the smallest class was characterized by a single subtype of maltreatment (emotional maltreatment, physical, or sexual abuse) occurring in a single developmental period (12% of maltreated children). Characterization of these groups confirms the overlapping nature of maltreatment subtypes. There were notable differences between latent classes on child behavioral and socio-emotional outcomes measured by child self-report and camp counselors report during a one-week summer camp. The largest differences were between the non-maltreated class and the chronic maltreatment class. Children who experienced chronic, multi-subtype maltreatment showed higher levels of externalizing behavior, emotion dysregulation, depression, and anxiety.     

Family profiles of maltreated children in Singapore: A latent class analysis

Children who enter the child protection system often have complex family problems and have experienced early adverse experiences. Using latent class analysis, this study aimed to identify family classes of child protection cases in Singapore, to ascertain the prevalence of these family classes, and to test the association of family class membership to subsequent recurrence of harm. A sample of 440 cases who entered the Child Protective Service in Singapore was analyzed based on eight familial factors on the household and caregiver levels. A four-class solution was found to demonstrate the best fit: (a) the large household group was intergenerational and majority lived with extended family members, (b) the harsh parenting group showed high levels of parenting problems and the caregiver justifying his abuse/neglect, (c) the high criminality group had high levels of caregiver substance abuse and caregiver arrest and incarceration history, and (d) the low disadvantage group rated low on all the familial factors. A Cox Regression revealed that in comparison to the low disadvantage group, the harsh parenting group was twice as likely to have recurrence of harm. There were also differences across family classes with regard to age at entry into child protection, gender composition and abuse types. The findings and practice implications are discussed.     

Outcomes related to adverse childhood experiences in college students: Comparing latent class analysis and cumulative risk

The aims of this study were to identify latent classes of adverse childhood experiences (ACEs) in a large sample of college students (N = 8997), investigate the relations between ACEs classes and life functioning, and compare results using latent class analysis to analyses using cumulative risk scores. Nine types of ACEs were assessed (three types of child abuse and six types of household dysfunction). Outcomes were self-report measures of mental health, physical health, alcohol consequences, and academic performance. Latent class analysis (LCA) results indicated that four classes fit the data best across random halves of the sample and were labeled High ACEs, Moderate Risk of Non-Violent Household Dysfunction, Emotional and Physical Child Abuse, and Low ACEs. Comparing across latent classes, the largest differences in outcomes were between the High ACEs and Low ACEs classes. There were no differences in outcomes between the Moderate Risk of Non-Violent Household Dysfunction and Emotional and Physical Child Abuse classes. The largest between-class differences were found for mental health and the smallest differences were found for academic performance. Comparing results using LCA latent classes and cumulative ACEs scores, the differences between the High and Low ACEs latent classes were similar to the differences between those with zero ACEs and those with 5 or more ACEs. Both approaches also accounted for roughly equivalent amounts of variance in all outcomes. Thus, latent class and cumulative risk analyses provided similar results with regard to predicting outcomes of interest among college students.     

Co-occurrence of adverse childhood experiences and its association with family characteristics. A latent class analysis with Dutch population data

BackgroundAlthough adverse childhood experiences (ACEs) are relatively common among children, there is limited knowledge on the co-occurrence of such experiences.ObjectiveThe current study therefore investigates co-occurrence of childhood adversity in the Netherlands and whether specific clusters are more common among certain types of families.Participants and SettingRepresentative data from the Family Survey Dutch population 2018 (N = 3,128) are employed.MethodWe estimate Latent Class Analysis (LCA) models to investigate co-occurrence of ACEs. As ACEs we examine maltreatment, household dysfunction, demographic family events, as well as financial and chronic health problems. Gradual measures for maltreatment and financial problems are studied to make it possible to differentiate with regard to the severity of experiences.ResultsOur results show that four ACE clusters may be identified: ‘Low ACE’, ‘Moderate ACE: Household dysfunction’, ‘Moderate ACE: Maltreatment’ and ‘High ACE’. Regression analyses indicated that mother’s age at first childbirth and the number of siblings were related to experiencing childhood adversity. We found limited evidence for ACEs to be related to a family’s socioeconomic position.ConclusionThe found clusters of ACEs reflect severity of childhood adversity, but also the types of adversity a child experienced. For screening and prevention of childhood adversity as well as research on its consequences, it is relevant to acknowledge this co-occurrence of types and severity of adversity.     

Risk of re-report: A latent class analysis of infants reported for maltreatment

A key challenge facing child protective services (CPS) is identifying children who are at greatest risk of future maltreatment. This analysis examined a cohort of children with a first report to CPS during infancy, a vulnerable population at high risk of future CPS reports. Birth records of all infants born in California in 2006 were linked to CPS records; 23,871 infants remaining in the home following an initial report were followed for 5 years to determine if another maltreatment report occurred. Latent class analysis (LCA) was used to identify subpopulations of infants based on varying risks of re-report. LCA model fit was examined using the Bayesian information criterion, a likelihood ratio test, and entropy. Statistical indicators and interpretability suggested the four-class model best fit the data. A second LCA included infant re-report as a distal outcome to examine the association between class membership and the likelihood of re-report. In Class 1 and Class 2 (lowest risk), the probability of a re-report was 44%; in contrast, the probability in Class 4 (highest risk) was 78%. Two birth characteristics clustered in the medium- and highest-risk classes: lack of established paternity and delayed or absent prenatal care. Two risk factors from the initial report of maltreatment emerged as predictors of re-report in the highest-risk class: an initial allegation of neglect and a family history of CPS involvement involving older siblings. Findings suggest that statistical techniques can be used to identify families with a heightened risk of experiencing later CPS contact.     

The co-occurrence of adverse childhood experiences among children investigated for child maltreatment: A latent class analysis

Children investigated for maltreatment are particularly vulnerable to experiencing multiple adversities. Few studies have examined the extent to which experiences of adversity and different types of maltreatment co-occur in this most vulnerable population of children. Understanding the complex nature of childhood adversity may inform the enhanced tailoring of practices to better meet the needs of maltreated children. Using cross-sectional data from the National Survey of Child and Adolescent Well-Being II (N = 5870), this study employed latent class analysis to identify subgroups of children who had experienced multiple forms of maltreatment and associated adversities among four developmental stages: birth to 23 months (infants), 2–5 (preschool age), 6–10 (school age), and 11–18 years-old (adolescents). Three latent classes were identified for infants, preschool-aged children, and adolescents, and four latent classes were identified for school-aged children. Among infants, the groups were characterized by experiences of (1) physical neglect/emotional abuse/caregiver treated violently, (2) physical neglect/household dysfunction, and (3) caregiver divorce. For preschool-aged children, the groups included (1) physical neglect/emotional abuse/caregiver treated violently, (2) physical neglect/household dysfunction, and (3) emotional abuse. Children in the school-age group clustered based on experiencing (1) physical neglect/emotional neglect and abuse/caregiver treated violently, (2) physical neglect/household dysfunction, (3) emotional abuse, and (4) emotional abuse/caregiver divorce. Finally, adolescents were grouped based on (1) physical neglect/emotional abuse/household dysfunction, (2) physical abuse/emotional abuse/household dysfunction, and (3) emotional abuse/caregiver divorce. The results indicate distinct classes of adversity experienced among children investigated for child maltreatment, with both stability across developmental periods and unique age-related vulnerabilities. Implications for practice and future research are discussed.     

School readiness of maltreated preschoolers and later school achievement: The role of emotion regulation,language, and context

Guided by bio-ecological theory, this study aimed to: (1) identify heterogeneity in the developmental patterns of emotion regulation for maltreated preschool-aged children; (2) examine the role of gender, language, placement instability, cognitive stimulation, and emotional support on patterns of stability and change of emotion regulation over time; and (3) elucidate the role of emotion regulation/dysregulation patterns on later academic achievement. This study utilized data from the first cohort of the National Survey of Child and Adolescent Well-Being. Results using LCA and LTA models indicated stability and change in emotionally regulated vs. emotionally dysregulated latent classes across 4, 5, and 6 ½ years of age. Placement instability significantly increased the likelihood of being classified as emotionally dysregulated at wave 1. Moreover, children classified as emotionally dysregulated by age 6 ½ scored significantly lower than children who were classified as emotionally regulated on measures of reading and math achievement by age 10. Based on these findings, placement stability at first contact with CPS should be promoted in order to prevent cascading negative effects on emotion regulation. Additionally, children who are more emotionally dysregulated by the time they transition to formal schooling should receive increased socioemotional and socioemotional learning supports.     

Differential school effects among low,middle, and high social class composition schools: a multiple group,multilevel latent growth curve analysis

This qualitative case study of an exceptional school in the south of England challenges the hypothesis that transformational leaders significantly impact on student outcomes. Interviews with staff and students, together with classroom observation, confirm that the head, appointed in 1995, has played an important role in transforming internal processes and in changing the context of the school. Although the observed and reported behaviour of leaders, teachers, and students matches expectations from the literature, the consequences for student achievement are unclear. Background variables seem to explain most of the apparent improvement in student outcomes. An effectiveness framework that assigns disproportionate value to examination results seems to have created a leadership paradox, where heads reported to be transformational produce only limited gains in performance. The study concludes that the government's determination to assume a strongly positive relationship between leaders and outcomes has compromised the principle of evidence-informed policy-making and that we need a different approach based on a broadly defined, qualitative conception of student success.     

Learner instruction,attitudes during class and academic achievement of junior high school students in Korea: a panel analysis

This study examined changes in the structural relationship among learner-centred classes perceived by Korean junior high school students, attitudes during class and academic achievement. A linear change model was identified as optimal, showing a steady increase over time for each parameter. The higher the initial value for learner-centred classes, the higher both the initial value and rate of change was for attitudes during class and academic achievement. The initial values for attitudes during class also had a significant effect on initial values of academic achievement, suggesting that attitudes are important in increasing academic achievement. The rate of change of both learner-centred classes and attitudes during class significantly influenced the rate of change of academic achievement.     

Children's understanding of the commutativity and complement principles: A latent profile analysis

This study examined patterns of individual differences in the acquisition of the knowledge of the commutativity and complement principles in 115 five-to six-year-old children and explored the role of concrete materials in helping children understand the prinicples. On the basis of latent profile analysis, four groups of children were identified: The first group succeeded in commutativity tasks with concrete materials but in no other tasks; the second succeeded in commutativity tasks in both concrete and abstract conditions, but not in complement tasks; the third group succeeded in all commutativity tasks and in complement tasks with concrete materials, and the final group succeeded in all the tasks. The four groups of children suggest a developmental trend – (1) Knowledge of the commutativity and of the complement principles seems to develop from thinking in the context of specific quantities to thinking about more abstract symbols; (2) There may be an order of understanding of the principles – from the commutativity to the complement principle; (3) Children may acquire the knowledge of the commutativity principle in the more abstract tasks before they start to acquire the knowledge of the complement principle. This study contributes to the literature by showing that assessing additive reasoning in different ways and identifying profiles with classification analyses may be useful for educators to understand more about the developmental stage where each child is placed. It appears that a more fine-grained assessment of additive reasoning can be achieved by incorporating both concrete materials and relatively abstract symbols in the assessment.     

Relations between academic performance,student engagement and student burnout: A cross-lagged analysis of a two-wave study

Academic performance and student well-being are two desired outcomes of any learning and instruction process. The purpose of the present study was to test the temporal order of the relationships between academic performance and two forms of student well-being (i.e., student engagement and burnout) in a specific context. 142 psychology undergraduate students completed self-reported measures of student engagement and student burnout in two waves, during a semester. Also, we included their grades from two intermediate evaluations. Path analysis models suggested that academic grades could be considered antecedents of student engagement and student burnout, while the well-being measures cannot be considered antecedents of the academic performance. These findings provide additional knowledge regarding the relationships between academic well-being and academic performance.     

Exploring patterns of Latino/a children's school readiness at kindergarten entry and their relations with Grade 2 achievement

This study contributed to the school readiness literature by taking an intrachild perspective that examined the relations between Latino/a children's school readiness profiles and later academic achievement. Teachers rated the school readiness of 781 Latino/a kindergartners during the first month of school using the Kindergarten Student Entrance Profile (KSEP). Latent class analysis (LCA) examined KSEP profiles across social-emotional, physical, and cognitive domains and identified five distinct school readiness classes that described students’ strengths and weaknesses at kindergarten entry. Among the predictors examined, gender was the only significant difference among the top two readiness classes, with girls less likely to be in the lower of these two classes (OR = 0.38). In addition, children in the bottom three readiness classes were significantly less likely than students in the top readiness class to have preschool experience (ORs = 0.02–0.19) and had significantly lower levels of English proficiency (ORs = 0.51–0.72). Class membership was significantly associated with scores on the Grade 2 California Standards Tests and only the top two readiness classes had reading fluency rates near or above a national benchmark at the end of Grade 2. The variation of early achievement found across readiness classes also showed that considering the pattern of a child's social-emotional and cognitive readiness might enhance school readiness assessment. Implications for integrating universal school readiness screeners within a comprehensive multigating assessment model are also discussed.     

A cross-cultural study of student self-efficacy profiles and the associated predictors and outcomes using a multigroup latent profile analysis

Based on PISA 2018 data, this study utilized multigroup latent profile analyses to explore the profiles of self-efficacy (SE) and its associations with gender, socioeconomic status, fear of failure and academic achievements among students from China, USA and Finland (N = 22,545). Results indicated (1) Three SE profiles were identified across countries: Low SE, Moderate SE and High SE; (2) Proportions of students categorized into each of the three profiles differed across countries, with USA and Finland having higher prevalence of High SE, whereas China Moderate and Low SE; (3) Girls in USA and Finland had greater likelihood of being classified into higher SE profiles, whereas greater likelihood for Chinese boys; (4) Higher socioeconomic status was associated with greater likelihood of membership into higher SE profiles across countries; (5) Different patterns emerged across countries regarding the relations of SE profiles to fear of failure and academic achievements.     

An exploratory study investigating the viability of a communication and feedback intervention for school children at risk of exclusion: analysis of staff perspectives

Every day nearly 900 children will be excluded from UK schools for disruptive behaviour and almost one-third of this population has a diagnosed mental health disorder. Exclusion from school is the endpoint of most schools’ sanction-based behaviour management policies. This exploratory study investigated staff opinions for using a communication and feedback intervention for children at risk of exclusion from school. Workshops to demonstrate the model were facilitated for staff participants followed by group interviews. The interview data were analysed using Template Analysis. Staff considered the intervention as viable both for themselves and for children at risk of exclusion. The analysis highlighted two broad categories: Communication Skills Training; weighing the potential, and Adapting to the Population. Sub-categories encompassed a range of factors related to the viability of the model and potential outcomes for both staff groups and young people. Due to ethical considerations, children were not recruited at this exploratory stage, but further investigation is warranted with child participants to ascertain their views. Psychologists working within schools are in a good position to utilise the model for both staff training and interventions.     

Economic globalisation,youth expectations and social class: The case of Sri Lanka

Whether economic globalisation is associated with a narrowing or a widening of the social class gap between the education and occupation expectations of Sri Lankan youth is examined through a test of four hypotheses. Methodologically, the study employs the estimated parameters from a system of seemingly unrelated equations for testing hypotheses. Youth expectations for education and occupation are higher than those of their parents when young. Social class effects vary among youth and fathers and mothers when young. The occupation expectations of youth show a widening gap between the middle and low social classes. In all other comparisons, the gaps are positive, indicating a widening, but none attains statistical significance. Causal explanations are explored and the implications for future investigations are identified.     

The predicting roles of approaches to learning,L2 learning motivation,L2 learning strategies and L2 proficiency for learning outcomes: a comparison between Mainland and Hong Kong Chinese students

This study examined (1) differences in background, integrative/instrumental motivation, learning approach, leaning strategy and proficiency in second language (L2) and (2) the determinants of learning outcomes between Hong Kong and Mainland (Chinese) students. To achieve this, a questionnaire survey was distributed to 773 s language learners across four universities in Hong Kong and Mainland China to students in Bachelor of Education (English Language) programmes. The results showed that L2 proficiency was the strongest predictor of learning outcomes for Hong Kong and Mainland students, while integrative motivation was also a significant predictor of learning outcomes in both sample groups. In addition, instrumental motivation, deep approaches, and learning strategies were found to be significant predictors of learning outcomes for Mainland students. Mainland students demonstrated lower levels of motivation, learning approaches, learning strategies, L2 proficiency, as well as learning outcomes relative to Hong Kong students. Implications for curriculum design, classroom teaching and assessment, and future research are discussed in the paper.     

An analysis of associations between residential and school mobility and educational outcomes in South African urban children: The Birth to Twenty cohort

Using data from Birth to Twenty, a cohort of South African urban children, the current paper investigates the relationships between residential and school mobility and a set of educational outcomes. The findings provide some evidence of a positive association between changes in residence and numeracy and literacy scores, and school mobility was found to be associated with grade repetition, however, no relationship was observed between changes in school and competency in numeracy and literacy. The South African study provides a counter example to trends observed in higher-income countries, while highlighting that associations are likely to be context specific.     

Chicken or the egg: Longitudinal analysis of the causal dilemma between goal orientation,self-regulation and cognitive processing strategies in higher education

The aim of this study was to investigate the direction of the effect between goal orientation, self-regulation and deep processing strategies in order to understand the impact of these three constructs on students’ achievement. The participants were 110 freshmen from the engineering faculty at the Université catholique de Louvain in Belgium, who were followed during the first three years of their university studies. Data were analyzed through structural equation modeling. The main finding was that mastery goal orientation increased students’ subsequent deep processing which in turn enhanced subsequent self-regulation. Deep processing and self-regulation also appeared to be mutually influential from year 2 to year 3. The implications of our results for the understanding of the interplay between cognitive and motivational processes in higher education are discussed.