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.

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

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.

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 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.

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.