Mental Stress Assessment Using Ultra Short Term HRV Analysis Based on Non-Linear Method.

Mental stress is on the rise as one of the major health problems in modern society. It is important to detect and manage mental stress to prevent various diseases caused by stress and to maintain a healthy life. The purpose of this paper is to present new heart rate variability (HRV) features based on empirical mode decomposition and to detect acute mental stress through short-term HRV (5 min) and ultra-short-term HRV (under 5 min) analysis. HRV signals were acquired from 74 young police officers using acute stressors, including the Trier Social Stress Test and horror movie viewing, and a total of 26 features, including the proposed IMF energy features and general HRV features, were extracted. A support vector machine (SVM) classification model is used to classify the stress and non-stress states through leave-one-subject-out cross-validation. The classification accuracies of short-term HRV and ultra-short-term HRV analysis are 86.5% and 90.5%, respectively. In the results of ultra-short-term HRV analysis using various time lengths, we suggest the optimal duration to detect mental stress, which can be applied to wearable devices or healthcare systems.

Family sociodemographic resources moderate the path from toddlers' hard-to-manage temperament to parental control to disruptive behavior in middle childhood.

Research inspired by ecological perspectives has amply documented broad effects of the family's sociodemographic resources on children's outcomes, with parents' young age, low education, and low income considered risk factors. Typically, sociodemographic characteristics have been studied as influencing child outcomes either directly or indirectly through parenting. We tested a more nuanced longitudinal model in a community sample of 102 infants, mothers, and fathers. We conceptualized family sociodemographic resources, measured as a composite of parents' ages, education, and income, as moderating developmental cascades from children's hard-to-manage temperament to parental power-assertive control to children's disruptive behavior problems. Children's temperament measures encompassed proneness to anger and inability to delay, observed at 2 and 3 years in standard laboratory episodes. We observed parents' control at 4.5 and 5.5 years in lengthy naturalistic prohibition paradigms, and obtained parental ratings of children's disruptive behavior at 6.5 and 8 years. As expected, moderated mediation analyses, covarying stability of children's difficulty and parental control, revealed that the cascade from hard-to-manage temperament to child behavior problems, mediated by parental power-assertive control, was present in families with relatively more disadvantaged sociodemographic characteristics, or fewer resources, but absent in families with more advantageous sociodemographic features, or more resources. The findings were parallel for mother- and father-child dyads.

Children's early difficulty and agreeableness in adolescence: Testing a developmental model of interplay of parent and child effects.

Although the trait of Agreeableness is broadly considered a key facet of adjustment, mental health, and socioemotional competence, surprisingly little is known about its developmental origins. Laursen and Richmond (2014) proposed that children's early difficulty poses a challenge for their future social relationships, ultimately leading to low Agreeableness. Drawing from that model, we examined a path to Agreeableness in adolescence, originating in children's early temperamental difficulty and involving bidirectional effects of parenting and children's self-regulation. In a community sample of 102 mothers, fathers, and children, we assessed children's difficulty at age 3, and parental power-assertive discipline and children's self-regulation at ages 4.5 and 5.5, using behavioral observations in lengthy interactive contexts and in standard laboratory paradigms. Agreeableness at age 14 was modeled as a latent construct, derived from mothers', fathers', and teachers' ratings. Model-fitting analyses, testing the unfolding developmental path from child difficulty to Agreeableness while controlling for continuity of parental power assertion and child self-regulation, supported a process linking early difficulty with Agreeableness at age 14 through transactions over time between the child's self-regulation and power-assertive parenting. The findings highlight the early dynamics of children's temperament characteristics and parenting in the origins of Agreeableness. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Long-term sequelae of mothers' and fathers' mind-mindedness in infancy: A developmental path to children's attachment at age 10.

Rapidly growing research on parental mind-mindedness, a tendency to treat one's young child as a psychological agent and an individual with a mind, internal mental states, and emotions, has demonstrated significant links among parents' mind-mindedness, their parenting, and multiple aspects of children's development. This prospective longitudinal study of 102 community mothers, fathers, and infants, followed from 7 months to 10 years, contributes to research on mind-mindedness by addressing several existing gaps and limitations. We examine mechanisms that account for associations between parents' early mind-mindedness and children's future attachment security, using robust behavioral measures. Teams of trained observers coded parents' mind-minded comments to their infants at 7 months during naturalistic interactions, parents' responsiveness in naturalistic interactions and in elicited imitation tasks at 15 months, and children's security, using Attachment Q-Set at 2 years and Iowa Attachment Behavioral Coding at 10 years. Sequential mediation analyses supported a model of a developmental path from parents' appropriate mind-minded comments in infancy to children's security at age 10. For mothers and children, the path was mediated first through responsiveness at 15 months and then security at 2 years. For fathers and children, the path was mediated through attachment security at 2 years. Parents' nonattuned mind-minded comments had no effects on responsiveness or security. (PsycINFO Database Record (c) 2019 APA, all rights reserved).

Evidence for childhood origins of conscientiousness: Testing a developmental path from toddler age to adolescence.

We tested empirically a theoretical model of early origins of conscientiousness proposed by Eisenberg, Duckworth, Spinrad, and Valiente (2014). The model posited a developmental interplay between children's early effortful control (EC) and internalized or committed compliance with parents as leading to future conscientiousness. We followed a community sample of 102 community mothers, fathers, and children from toddlerhood to adolescence. Observers coded children's EC in batteries of behavioral tasks (at ages 2 and 3) and committed compliance in lengthy discipline interactions with each parent, observed from preschool to early school age (at ages 4.5, 5.5, and 6.5). Parents rated adolescents' conscientiousness using an established personality questionnaire (at age 14). We supported several components of the theoretical model. Mediation analyses, conducted at the family level (across mother-child and father-child dyads) and separate analyses for mother-child and father-child dyads all supported the mediated path, from child EC to committed compliance to conscientiousness. Analyses for mother-child dyads additionally revealed that the indirect effect was present only for children with relatively low EC scores but not those with relatively high EC scores (moderated mediation), also as anticipated in the theoretical model. (PsycINFO Database Record (c) 2018 APA, all rights reserved).

A Unique Path to Callous-Unemotional Traits for Children who are Temperamentally Fearless and Unconcerned about Transgressions: a Longitudinal Study of Typically Developing Children from age 2 to 12.

Despite the acknowledged significance of callous-unemotional (CU) traits in developmental psychopathology, few studies have examined their early antecedents in typically developing children, in long-term longitudinal designs, using observational measures. In 102 community mothers, fathers, and children (N = 51 girls), we examined main and interactive effects of children's fearless temperament and low concern about transgressions from toddler to early school age as predictors of CU traits in middle childhood and early preadolescence. In laboratory paradigms, we observed children's concern about breaking valuable objects (twice at each age of 2, 3, 4.5, 5.5, and 6.5 years) and about hurting the parent (twice at each age of 2, 3, and 4.5 years). We observed fearless temperament during scripted exposure to novel and mildly threatening objects and events (twice at each age of 2, 3, 4.5, and 5.5 years). Mothers and fathers rated children's CU traits and externalizing behavior problems at ages 8, 10, and 12. Children's low concern about both types of transgressions predicted CU traits, but those effects were qualified by the expected interactions with fearless temperament: Among relatively fearless children, those who were unconcerned about transgressions were at the highest risk for CU traits, even after controlling for the strong overlap between CU traits and externalizing problems. For fearful children, variation in concern about transgressions was unrelated to CU traits. Those interactions were not significant in the prediction of externalizing problems. The study highlights a potentially unique etiology of CU traits in early development.

Relational antecedents and social implications of the emotion of empathy: Evidence from three studies.

Despite emotion researchers' strong interest in empathy and its implications for prosocial functioning, surprisingly few studies have examined parent-child attachment as a context for early origins of empathy in young children. Consequently, empirical evidence on links among children's attachment, empathy, and prosociality is thin and inconsistent. We examined such links in 2 longitudinal studies of community families (Family Study, N = 101 mothers, fathers, and children, 14 to 80 months; Parent-Child Study, mothers and children, N = 108, 15 to 45 months) and a study of low-income, diverse mothers and toddlers (Play Study, N = 186, 30 months). Children's security was assessed in Strange Situation in infancy and rated by observers and mothers using Attachment Q-Set at toddler age. Children's empathy was observed in scripted probes that involved parental simulated distress. Children's prosociality was rated by parents (Family Study, Play Study). Security with mothers related to higher empathy. For mother- and father-child dyads, security moderated the path from empathy to prosociality. For insecure children, but not secure ones, variations in empathy related to prosociality. Insecure and unempathic children were particularly low in prosociality. (PsycINFO Database Record

(Positive) power to the child: The role of children's willing stance toward parents in developmental cascades from toddler age to early preadolescence.

In a change from the once-dominant view of children as passive in the parent-led process of socialization, children are now seen as active agents who can considerably influence that process. However, these newer perspectives typically focus on the child's antagonistic influence, due either to a difficult temperament or aversive, resistant, negative behaviors that elicit adversarial responses from the parent and lead to future coercive cascades in the relationship. Children's capacity to act as receptive, willing, even enthusiastic, active socialization agents is largely overlooked. Informed by attachment theory and other relational perspectives, we depict children as able to adopt an active willing stance and to exert robust positive influence in the mutually cooperative socialization enterprise. A longitudinal study of 100 community families (mothers, fathers, and children) demonstrates that willing stance (a) is a latent construct, observable in diverse parent-child contexts, parallel at 38, 52, and 67 months and longitudinally stable; (b) originates within an early secure parent-child relationship at 25 months; and (c) promotes a positive future cascade toward adaptive outcomes at age 10. The outcomes include the parent's observed and child-reported positive, responsive behavior, as well as child-reported internal obligation to obey the parent and parent-reported low level of child behavior problems. The construct of willing stance has implications for basic research in typical socialization and in developmental psychopathology as well as for prevention and intervention.

From parent-child mutuality to security to socialization outcomes: developmental cascade toward positive adaptation in preadolescence.

A developmental cascade from positive early parent-child relationship to child security with the parent to adaptive socialization outcomes, proposed in attachment theory and often implicitly accepted but rarely formally tested, was examined in 100 mothers, fathers, and children followed from toddler age to preadolescence. Parent-child Mutually Responsive Orientation (MRO) was observed in lengthy interactions at 38, 52, 67, and 80 months; children reported their security with parents at age eight. Socialization outcomes (parent- and child-reported cooperation with parental monitoring and teacher-reported school competence) were assessed at age 10. Mediation was tested with PROCESS. The parent-child history of MRO significantly predicted both mother-child and father-child security. For mother-child dyads, security mediated links between history of MRO and cooperation with maternal monitoring and school competence, controlling for developmental continuity of the studied constructs. For father-child dyads, the mediation effect was not evident.

Developmental interplay between children's biobehavioral risk and the parenting environment from toddler to early school age: Prediction of socialization outcomes in preadolescence.

We followed 100 community families from toddler age to preadolescence. Each mother- and father-child dyad was observed at 25, 38, 52, 67, and 80 months (10 hr/child) to assess positive and power-assertive parenting. At age 10 (N = 82), we obtained parent- and child-reported outcome measures of children's acceptance of parental socialization: cooperation with parental monitoring, negative attitude toward substance use, internalization of adult values, and callous-unemotional tendencies. Children who carried a short serotonin transporter linked polymorphic region gene (5-HTTLPR) allele and were highly anger prone, based on anger observed in laboratory from 25 to 80 months, were classified as high in biobehavioral risk. The remaining children were classified as low in biobehavioral risk. Biobehavioral risk moderated links between parenting history and outcomes. For low-risk children, parenting measures were unrelated to outcomes. For children high in biobehavioral risk, variations in positive parenting predicted cooperation with monitoring and negative attitude toward substance use, and variations in power-assertive parenting predicted internalization of adult values and callous-unemotional tendencies. Suboptimal parenting combined with high biobehavioral risk resulted in the poorest outcomes. The effect for attitude toward substance use supported differential susceptibility: children high in biobehavioral risk who received optimal parenting had a more adaptive outcome than their low-risk peers. The remaining effects were consistent with diathesis-stress.

Mothers' power assertion; children's negative, adversarial orientation; and future behavior problems in low-income families: early maternal responsiveness as a moderator of the developmental cascade.

Parental power assertion, a key dimension of family environment, generally sets in motion detrimental developmental cascades; however, evidence suggests that other qualities of parenting, such as responsiveness, can significantly moderate those processes. Mechanisms that account for such moderating effects are not fully understood. We propose a conceptual model of processes linking parental power assertion, parental responsiveness, children's negative, adversarial, rejecting orientation toward the parent, and behavior problems. We test that model in a short-term longitudinal design involving 186 low-income, ethnically diverse mothers and their toddlers. When children were 30 months, the dyads were observed in multiple, lengthy, naturalistic laboratory interactions to assess behaviorally mothers' responsiveness and their power-assertive control style. At 33 months, we observed behavioral indicators of children's negative, adversarial, rejecting orientation toward the mothers in several naturalistic and standardized paradigms. At 40 months, mothers rated children's behavior problems. The proposed moderated mediation sequence, tested using a new approach, PROCESS (Hayes, 2013), was supported. The indirect effect from maternal power assertion to children's negative, adversarial orientation to future behavior problems was present when mothers' responsiveness was either low or average but absent when mothers were highly responsive. This study elucidates a potential process that may link parental power assertion with behavior problems and highlights how positive aspects of parenting can moderate this process and defuse maladaptive developmental cascades. It also suggests possible targets for parenting intervention and prevention efforts.

Developmental trajectory from early responses to transgressions to future antisocial behavior: evidence for the role of the parent-child relationship from two longitudinal studies.

Parent-child relationships are critical in development, but much remains to be learned about the mechanisms of their impact. We examined the early parent-child relationship as a moderator of the developmental trajectory from children's affective and behavioral responses to transgressions to future antisocial, externalizing behavior problems in the Family Study (102 community mothers, fathers, and infants, followed through age 8) and the Play Study (186 low-income, diverse mothers and toddlers, followed for 10 months). The relationship quality was indexed by attachment security in the Family Study and maternal responsiveness in the Play Study. Responses to transgressions (tense discomfort and reparation) were observed in laboratory mishaps wherein children believed they had damaged a valued object. Antisocial outcomes were rated by parents. In both studies, early relationships moderated the future developmental trajectory: diminished tense discomfort predicted more antisocial outcomes, but only in insecure or unresponsive relationships. That risk was defused in secure or responsive relationships. Moderated mediation analyses in the Family Study indicated that the links between diminished tense discomfort and future antisocial behavior in insecure parent-child dyads were mediated by stronger discipline pressure from parents. By indirectly influencing future developmental sequelae, early relationships may increase or decrease the probability that the parent-child dyad will embark on a path toward antisocial outcomes.

A complex interplay among the parent-child relationship, effortful control, and internalized, rule-compatible conduct in young children: evidence from two studies.

We propose a model linking the early parent-child mutually responsive orientation (MRO), children's temperament trait of effortful control, and their internalization of conduct rules. In a developmental chain, effortful control was posited as a mediator of the links between MRO and children's internalization. MRO was further posited as a moderator of the links between effortful control and internalization (i.e., moderated mediation): Variations in effortful control were expected to be more consequential for internalization in suboptimal relationships, with low MRO, than in optimal ones, with high MRO. The model was tested in 2 studies that employed comparable observational measures. In Family Study (N = 102 community mothers, fathers, and children), MRO was assessed at 25 months, effortful control at 38 months, and children's internalization at 67 months. In Play Study (N = 186 low-income, diverse mothers and children), MRO was assessed at 30 months, effortful control at 33 months, and children's internalization at 40 months. MRO was observed in lengthy naturalistic interactions, effortful control in standardized tasks, and internalized, rule-compatible conduct in parent-child interactions and in standardized paradigms without surveillance. Structural equation modeling analyses, with internalized, rule-compatible conduct modeled as a latent variable, supported moderated mediation across mother- and father-child relationships and both studies. In optimal, mutually responsive relationships, multiple mechanisms other than capacity for effortful control may also operate effectively to promote internalization, thus reducing the relative importance of variations in child temperament.

Origins of children's externalizing behavior problems in low-income families: toddlers' willing stance toward their mothers as the missing link.

Although children's active role in socialization has been long acknowledged, relevant research has typically focused on children's difficult temperament or negative behaviors that elicit coercive and adversarial processes, largely overlooking their capacity to act as positive, willing, even enthusiastic, active socialization agents. We studied the willing, receptive stance toward their mothers in a low-income sample of 186 children who were 24 to 44 months old. Confirmatory factor analysis supported a latent construct of willing stance, manifested as children's responsiveness to mothers in naturalistic interactions, responsive imitation in teaching contexts, and committed compliance with maternal prohibitions, all observed in the laboratory. Structural equation modeling analyses confirmed that ecological adversity undermined maternal responsiveness, and responsiveness, in turn, was linked to children's willing stance. A compromised willing stance predicted externalizing behavior problems, assessed 10 months later, and fully mediated the links between maternal responsiveness and those outcomes. Ecological adversity had a direct, unmediated effect on internalizing behavior problems. Considering children's active role as willing, receptive agents capable of embracing parental influence can lead to a more complete understanding of detrimental mechanisms that link ecological adversity with antisocial developmental pathways. It can also inform research on the normative socialization process, consistent with the objectives of developmental psychopathology.

Children's callous-unemotional traits moderate links between their positive relationships with parents at preschool age and externalizing behavior problems at early school age.

BACKGROUND: Growing research on children's traits as moderators of links between parenting and developmental outcomes has shown that variations in positivity, warmth, or responsiveness in parent-child relationships are particularly consequential for temperamentally difficult or biologically vulnerable children. But very few studies have addressed the moderating role of children's callous-unemotional (CU) traits, a known serious risk factor for antisocial cascades. We examined children's CU traits as moderators of links between parent-child Mutually Responsive Orientation (MRO) and shared positive affect and future externalizing behavior problems. METHODS: Participants included 100 two-parent community families of normally developing children, followed longitudinally. MRO and shared positive affect in mother-child and father-child dyads were observed in lengthy, diverse naturalistic contexts when children were 38 and 52 months. Both parents rated children's CU traits at 67 months and their externalizing behavior problems (Oppositional Defiant Disorder and Conduct Disorder) at 67, 80, and 100 months. RESULTS: Children's CU traits moderated links between early positive parent-child relationships and children's future externalizing behavior problems, even after controlling for strong continuity of those problems. For children with elevated CU traits, higher mother-child MRO and father-child shared positive affect predicted a decrease in mother-reported future behavior problems. There were no significant associations for children with relatively lower CU scores. CONCLUSIONS: Positive qualities for early relationships, potentially different for mother-child and father-child dyads, can serve as potent factors that decrease probability of antisocial developmental cascades for children who are at risk due to elevated CU traits.

Promoting toddlers' positive social-emotional outcomes in low-income families: a play-based experimental study.

This multimethod study of mothers and toddlers (a) examined the effectiveness of a play-based intervention (child-oriented play vs. play-as-usual) on children's cooperation with their mothers and socioemotional competence; (b) introduced a robust new measure of maternal engagement in the intervention, reflected in the dose of child-oriented play the mother delivered to the child; and (c) examined ecological factors that predicted maternal engagement, and the effect of engagement on the outcomes. Low-income mothers (N = 186, 11% Latino, 27% minority) were randomized into child-oriented play group or play-as-usual group, participated in 8 play sessions, and played daily with their children for 10 weeks. Microscopic coding of mothers' behavior in play sessions assessed the dose of child-oriented play delivered to children; mothers' diaries assessed time in daily play. Children's cooperation with maternal control, observed in the laboratory, and mother-rated competence were measured before randomization (Pretest), after play sessions (Posttest 1), and 6 months later (Posttest 2). Children in both groups made significant gains in both outcomes. The gains in cooperation appeared longer lasting in child-oriented play group. Both groups made significantly greater gains than a "historical community control" group, an unrelated longitudinal study without any intervention. Structural equation analyses revealed that married mothers and those with fewer children delivered higher doses of child-oriented play, and those doses predicted children's higher cooperation and competence, with the effects of earlier scores covaried. The dose of time spent in daily play had no effect. Child-oriented play may be a promising, effective, and inexpensive means of promoting toddlers' positive development.

Early attachment organization with both parents and future behavior problems: from infancy to middle childhood.

Links between children's attachment security with mothers and fathers, assessed in Strange Situation with each parent at 15 months (N = 101), and their future behavior problems were examined. Mothers and fathers rated children's behavior problems, and children reported their own behavior problems at age 8 (N = 86). Teachers rated behavior problems at age 6½ (N = 86). Insecurity with both parents had a robust effect: "Double-insecure" children reported more overall problems, and were rated by teachers as having more externalizing problems than those secure with at least 1 parent. Security with either parent could offset such risks, and security with both conferred no additional benefits. High resistance toward both parents in Strange Situation may confer "dual risk" for future externalizing behavior.

Effortful control in "hot" and "cool" tasks differentially predicts children's behavior problems and academic performance.

Effortful control (EC), the capacity to deliberately suppress a dominant response and perform a subdominant response, rapidly developing in toddler and preschool age, has been shown to be a robust predictor of children's adjustment. Not settled, however, is whether a view of EC as a heterogeneous rather than unidimensional construct may offer advantages in the context of predicting diverse developmental outcomes. This study focused on the potential distinction between "hot" EC function (delay-of-gratification tasks that called for suppressing an emotionally charged response) and more abstract "cool" EC functions (motor inhibition tasks, suppressing-initiating response or Go-No Go tasks, and effortful attention or Stroop-like tasks). Children (N = 100) were observed performing EC tasks at 38 and 52 months. Mothers, fathers, and teachers rated children's behavior problems and academic performance at 67, 80, and 100 months, and children participated in a clinical interview at 100 months. Structural Equation Modeling (SEM) analyses with latent variables produced consistent findings across all informants: Children's scores in "hot" EC tasks, presumably engaging emotion regulation skills, predicted behavior problems but not academic performance, whereas their scores in "cool" EC tasks, specifically those engaging effortful attention, predicted academic performance but not behavior problems. The models of EC as a heterogeneous construct offered some advantages over the unidimensional models. Methodological and clinical implications of the findings are discussed.

Difficult temperament moderates links between maternal responsiveness and children's compliance and behavior problems in low-income families.

BACKGROUND: Research has shown that interactions between young children's temperament and the quality of care they receive predict the emergence of positive and negative socioemotional developmental outcomes. This multimethod study addresses such interactions, using observed and mother-rated measures of difficult temperament, children's committed, self-regulated compliance and externalizing problems, and mothers' responsiveness in a low-income sample. METHODS: In 186 thirty-month-old children, difficult temperament was observed in the laboratory (as poor effortful control and high anger proneness), and rated by mothers. Mothers' responsiveness was observed in lengthy naturalistic interactions at 30 and 33 months. At 40 months, children's committed compliance and externalizing behavior problems were assessed using observations and several well-established maternal report instruments. RESULTS: Parallel significant interactions between child difficult temperament and maternal responsiveness were found across both observed and mother-rated measures of temperament. For difficult children, responsiveness had a significant effect such that those children were more compliant and had fewer externalizing problems when they received responsive care, but were less compliant and had more behavior problems when they received unresponsive care. For children with easy temperaments, maternal responsiveness and developmental outcomes were unrelated. All significant interactions reflected the diathesis-stress model. There was no evidence of differential susceptibility, perhaps due to the pervasive stress present in the ecology of the studied families. CONCLUSIONS: Those findings add to the growing body of evidence that for temperamentally difficult children, unresponsive parenting exacerbates risks for behavior problems, but responsive parenting can effectively buffer risks conferred by temperament.

Challenging circumstances moderate the links between mothers' personality traits and their parenting in low-income families with young children.

The need for research on potential moderators of personality-parenting links has been repeatedly emphasized, yet few studies have examined how varying stressful or challenging circumstances may influence such links. We studied 186 diverse, low-income mother-toddler dyads. Mothers described themselves in terms of Big Five traits, were observed in lengthy interactions with their children, and provided parenting reports. Ecological adversity, assessed as a cumulative index of known risk factors, and the child's difficulty observed as negative affect and defiance in interactions with mothers were posited as sources of parenting challenge. Mothers high in Neuroticism reported more power assertion. Some personality-parenting relations emerged only under challenging conditions. For mothers raising difficult children, higher Extraversion was linked to increased observed power assertion, but higher Conscientiousness was linked to decreased reported power assertion. There were no such relations for mothers of easy children. By contrast, some relations emerged only in the absence of challenge. Agreeableness was associated with more positive parenting for mothers who lived under conditions of low ecological adversity, and with less reported power for those who had easy children, and Openness was linked to more positive parenting for mothers of easy children. Those traits were unrelated to parenting under challenging conditions.