Trauma-informed counseling for individuals who have an intellectual developmental disorder: Considerations for mental health counselors.

Individuals with an intellectual developmental disorder are four times more likely to have a co-occurring mental health diagnosis, as compared to the general population, and 60%-80% of individuals with IDDs have experienced at least one form of abuse. However, counselors receive little training to adequately help this population. In this article, counseling considerations related to individuals who have intellectual development disorder are discussed, with a particular focus on the presence of trauma in this population. Trauma-focused treatment, potential mental health issues, counseling considerations, general issues related to counseling this population, and common associated mental health experiences among this population are addressed. Specific evidence-based counseling approaches, modifications to counseling, and best practices that can be helpful when counseling this population are presented. Due to the unique challenges that individuals with IDDs face, it is essential that counselors address the counseling and mental health needs of this population.

A Robust Deep-Learning Model for Landslide Susceptibility Mapping: A Case Study of Kurdistan Province, Iran.

We mapped landslide susceptibility in Kamyaran city of Kurdistan Province, Iran, using a robust deep-learning (DP) model based on a combination of extreme learning machine (ELM), deep belief network (DBN), back propagation (BP), and genetic algorithm (GA). A total of 118 landslide locations were recorded and divided in the training and testing datasets. We selected 25 conditioning factors, and of these, we specified the most important ones by an information gain ratio (IGR) technique. We assessed the performance of the DP model using statistical measures including sensitivity, specificity, accuracy, F1-measure, and area under-the-receiver operating characteristic curve (AUC). Three benchmark algorithms, i.e., support vector machine (SVM), REPTree, and NBTree, were used to check the applicability of the proposed model. The results by IGR concluded that of the 25 conditioning factors, only 16 factors were important for our modeling procedure, and of these, distance to road, road density, lithology and land use were the four most significant factors. Results based on the testing dataset revealed that the DP model had the highest accuracy (0.926) of the compared algorithms, followed by NBTree (0.917), REPTree (0.903), and SVM (0.894). The landslide susceptibility maps prepared from the DP model with AUC = 0.870 performed the best. We consider the DP model a suitable tool for landslide susceptibility mapping.

The Impact of Parental Relationship Satisfaction on Infant Development: Results From the Population-Based Cohort Study DREAM.

Extensive literature has shown that interparental conflicts and violence have detrimental effects on children's adjustment in childhood and adolescence. It is not equally well-understood how parental relationship satisfaction impacts infant communicational and personal-social development during the first year of life. This longitudinal study examines (a) the impact of maternal and paternal relationship satisfaction on infant development, (b) whether this prospective association is mediated by parent-infant relationship, and (c) a potential moderating effect of infant gender. Data were derived from the population-based cohort study "Dresden Study on Parenting, Work, and Mental Health" (DREAM) including 1,012 mothers and 676 fathers. Relationship satisfaction and parent-infant relationship were assessed eight weeks postpartum, infant communicational and personal-social development were measured 14 months postpartum. Multiple linear regression, mediation, and moderation analyses were conducted for mothers and fathers separately. It was shown that paternal relationship satisfaction is a significant predictor of infant personal-social development. This prospective association was partially mediated by father-infant relationship. When postnatal depression was included in the analysis, however, father-infant relationship was not a significant mediator. The association in fathers is neither reduced nor increased as a function of infant gender. No similar effects were found in the mothers' sample. Parental relationship satisfaction did not significantly predict infant communicational development in either mothers or fathers. The study findings highlight the importance of paternal relationship satisfaction, father-infant relationship, and postnatal depression for infant personal-social development.

Paternal Leave and Father-Infant Bonding: Findings From the Population-Based Cohort Study DREAM.

Background: Father-infant bonding is important for child development. Yet, in contrast to mother-infant bonding, little is known about factors that might facilitate father-infant bonding. With new generations of fathers being more involved in childcare, this study aims to examine the impact of paternal leave duration on father-infant bonding, and whether this relation is mediated by the amount of time fathers actively spend on childcare. Methods: Data of n = 637 fathers were derived from the German population-based cohort study "Dresden Study on Parenting, Work, and Mental Health" (DREAM). Mediation analyses were conducted. Duration of paternal leave (predictor), weekly hours spent on childcare (mediator), and father-infant bonding (outcome) were measured at 14 months postpartum. The potential confounders current status of paternal leave, part-time work during paternal leave, duration of solo paternal leave, age, education, and partnership satisfaction were included in a second mediation analysis. Results: Without considering confounders, duration of paternal leave positively predicted father-infant bonding through weekly hours spent on childcare. When adding confounders to the model, this indirect path did not stay significant. Moreover, in the adjusted model and on the direct path duration of paternal leave negatively predicted father-infant bonding. Additionally, partnership satisfaction positively predicted father-infant bonding. Some study variables were significantly associated with the mediator. Longer duration of paternal leave, currently being on paternal leave, younger age, and lower educational level predicted more weekly hours spent on childcare. Conclusions: Duration of paternal leave not being a stable predictor for father-infant bonding suggests that fathers, who do not have the opportunity to take long periods of paternal leave, can still form strong bonds with their infants. Other factors, for example partnership satisfaction, which might represent fathers' underlying capacity to bond, might be more crucial for father-infant bonding. At the same time, results should not be interpreted in a way that father involvement (e.g., paternal leave/time spent) does not matter for children's development. The finding that longer duration of paternal leave increases weekly hours spent on childcare supports the idea that facilitating father involvement can be achieved by paternal leave incentives such as non-transferable father months.

Differential predictors of birth-related posttraumatic stress disorder symptoms in mothers and fathers - A longitudinal cohort study.

BACKGROUND: Evidence on risk factors of birth-related posttraumatic stress disorder (PTSD) symptoms in mothers is increasing, whereas fathers are less examined. This study aims to determine differential predictors of PTSD symptoms in mothers and fathers. METHODS: Data derive from the DREAM study, including 1,146 mothers and 828 fathers. We assessed mental health, work, and sociodemographic factors during pregnancy, pregnancy- and birth-related factors, and birth-related PTSD symptoms using the Impact of Event Scale-Revised 8 weeks postpartum. Structural equation models were estimated to examine associations between predictors and latent factors of PTSD symptoms for mothers and fathers simultaneously. Scaled chi-square difference tests were used to investigate differences between both groups in predictors. RESULTS: Clinically relevant birth-related PTSD symptoms were found in 2.3% of mothers and 0.7% of fathers. Depressive and anxiety symptoms, pregnancy complications, and poorer subjective birth experience predicted PTSD symptoms in both groups. Additionally, lower support during birth and an unplanned cesarean section predicted PTSD symptoms in mothers, whereas lower job satisfaction, higher job burden, being first-time father, lower education, and mothers' lower support during birth were predictors for fathers. We found significant differences between groups regarding job burden during pregnancy, support during birth, and an unplanned cesarean section. LIMITATIONS: Generalization of findings might be limited by self-selection bias and some systematic dropout. CONCLUSIONS: Our results suggest differential predictors of PTSD symptoms in mothers and fathers. For fathers, less examined factors such as work factors may be important. Identifying differential risk factors may lead to customized prevention and treatment offers.

Precarious working conditions and psychosocial work stress act as a risk factor for symptoms of postpartum depression during maternity leave: results from a longitudinal cohort study.

BACKGROUND: The majority of Western women work during their reproductive years, but past research has often neglected the influence of work-related factors on postpartum mental health. Especially postpartum depression (PPD) is an enormous psychological burden for mothers. Therefore, this study aims to investigate the prospective impact of precarious working conditions and psychosocial work stress during pregnancy (such as work-privacy conflict and effort-reward imbalance at the job) on symptoms of maternal PPD. METHODS: In the prospective-longitudinal cohort study DREAM (DResdner Studie zu Elternschaft, Arbeit und Mentaler Gesundheit), N = 587 employed women were questioned about their work during pregnancy and their mental health 8 weeks after delivery. RESULTS: Multiple regression analyses revealed that work-privacy conflict, low reward at work, and precarious working conditions significantly predicted symptoms of PPD, even when controlling for lifetime depression, anxiety, education, parity, and age. CONCLUSION: Our results indicate that psychosocial work stress and precarious working conditions have important implications for maternal peripartum mental health. They might act as prospective risk factors for PPD during the period of maternal leave. Hence, future research should focus on preventative measures targeting work life.

My job, my child, my house: the predictive value of job- and housework-related factors on depressive symptoms during the postpartum period.

BACKGROUND: Many mothers combine two sides of their life: They are both educated employees and family organizers. The aim of this study is to investigate risk and protective factors of depressive symptoms during the postpartum period (PPD symptoms) on both those sides of mothers' life, including education, job-, and housework-related factors. METHODS: Data (n = 689) were drawn from the prospective-longitudinal cohort study "Dresden Study on Parenting, Work, and Mental Health" (DREAM). Education, job satisfaction, job burden, and the housework-related factor ministering to family needs (MTFN) were measured during pregnancy. Depressive symptoms were measured 8 weeks postpartum. Multiple linear regression analyses were conducted. RESULTS: While education was not significantly associated with PPD symptoms, low job satisfaction, high job burden, and low MTFN levels were significant risk factors for PPD symptoms. When controlling for further potential confounders, job satisfaction and job burden remained significant predictors. LIMITATIONS: Generalization of findings might be limited due to participation bias and some systematic dropout. CONCLUSIONS: Job characteristics should be considered in future research on postpartum mental health. For the prevention of PPD symptoms, it seems important to ensure satisfying and less burdensome working conditions during pregnancy. Additionally, the results indicate that further research on the effects of housework-related factors on PPD symptoms is worthwhile.

The Impact of Parental Role Distributions, Work Participation, and Stress Factors on Family Health-Related Outcomes: Study Protocol of the Prospective Multi-Method Cohort "Dresden Study on Parenting, Work, and Mental Health" (DREAM).

The Dresden Study on Parenting, Work, and Mental Health ("DResdner Studie zu Elternschaft, Arbeit, und Mentaler Gesundheit", DREAM) aims to prospectively investigate the relationship between parental work participation, role distribution, stress factors, and their effects on perinatal outcomes and long-term family mental and somatic health in a community sample targeting N = 4,000 individuals, i.e., 2,000 couples, expecting a child and residing in Dresden, Germany (interim sample of N = 1,410 participants, recruitment ongoing). Various questionnaires are completed at four measurement points from pregnancy to 2 years postpartum (prolongation into middle childhood planned). Applying a multi-method approach, long-term endocrinological data (analyses of hair cortisol concentrations and other endogenous hormones, "DREAMHAIR") and qualitative interview data (regarding gender role attitudes and distribution of domestic work, child care, and paid employment; "DREAMTALK") are obtained. In this study protocol, the theoretical background, methods, and preliminary results considering sociodemographic characteristics during pregnancy and birth-related factors at 8 weeks postpartum are presented. Additionally, there is a focus on our endocrinological sub-study DREAMHAIR. In this sub-study currently comprising N = 152 participants, i.e., 88 families (recruitment ongoing), we want to gain knowledge on the transgenerational processes of stress regulation and psychopathology in the whole family by analyzing hair cortisol concentrations in both parents and children during the course from pregnancy (or after birth regarding children) to at least 2 years postpartum. By comparing data of the community sample to a clinical sample of mothers with postpartum mental disorders, their children, and their partners during the period between admission and discharge from a mother-baby unit and post-treatment ("DREAMMBU"), the course of mothers' psychopathology, parent-infant interaction, and infant regulation disorders with special regard to long-term endocrine correlates will be examined. With previous studies neglecting the fathers or partners involved, a major advantage of DREAM is the use of a multi-method and multi-level approach by examining the whole family in a longitudinal design. Therefore, the DREAM study will contribute to a better understanding of the role of social, work, and stress factors for mental and somatic health and its long-term endocrine correlates in the natural course of becoming a family.

Nonsuicidal self-injury as a gateway to suicide in young adults.

PURPOSE: To investigate the extent to which nonsuicidal self-injury (NSSI) contributes to later suicide thoughts and behaviors (STB) independent of shared risk factors. METHODS: One thousand four hundred and sixty-six students at five U.S. colleges participated in a longitudinal study of the relationship between NSSI and suicide. NSSI, suicide history, and common risk/protective factors were assessed annually for three years. Analyses tested the hypotheses that the practice of NSSI prior to STB and suicide behavior (excluding ideation) reduced inhibition to later STB independent of shared risk factors. Analyses also examined factors that predicted subsequent STB among individuals with NSSI history. RESULTS: History of NSSI did significantly predict concurrent or later STB (AOR 2.8, 95%, CI 1.9-4.1) independent of covariates common to both. Among those with prior or concurrent NSSI, risk of STB is predicted by > 20 lifetime NSSI incidents (AOR 3.8, 95% CI, 1.4-10.3) and history of mental health treatment (AOR 2.2, 95% CI, 1.9-4.6). Risk of moving from NSSI to STB is decreased by presence of meaning in life (AOR .6, 95% CI, .5-.7) and reporting parents as confidants (AOR, .3, 95% CI, .1-.9). CONCLUSIONS: NSSI prior to suicide behavior serves as a "gateway" behavior for suicide and may reduce inhibition through habituation to self-injury. Treatments focusing on enhancing perceived meaning in life and building positive relationships with others, particularly parents, may be particularly effective in reducing suicide risk among youth with a history of NSSI.

Nonsuicidal self-injury in a college population: general trends and sex differences.

OBJECTIVE: To describe basic nonsuicidal self-injury (NSSI) characteristics and to explore sex differences. METHODS: A random sample from 8 universities were invited to participate in a Web-based survey in 2006-2007; 38.9% (n = 14,372) participated. Analysis assessed sex differences in NSSI prevalence, practices, severity, perceived dependency, and help-seeking; adjusted odds ratios for NSSI characteristics were calculated by sex status. RESULTS: Lifetime NSSI prevalence rates averaged 15.3%. Females were more likely than males to self-injure because they were upset (adjusted odds ratio [AOR] = 1.6; 95% confidence interval [CI] = 1.3-2.1) or in hopes that someone would notice them (AOR = 1.6, 95% CI = 1.1-2.7). Males were 1.6 times (95% CI = 1.2-2.2) more likely to report anger and 4.0 times (95% CI = 2.3-6.8) more likely to report intoxication as an initiating factor. Sexual orientation predicted NSSI, particularly for women (Wald F = 8.81, p ≤ .000). Only 8.9% of the NSSI sample reported disclosing NSSI to a mental health professional. CONCLUSIONS: NSSI is common in college populations but varies significantly by sex and sexual orientation. NSSI disclosure is low among both sexes.