Search PubMed⌕ Search

SEARCH · Search PubMed

Results for “mediation analyses”

Search indexed PubMed citations on genomics, clinical trials, systematic reviews and public health. Explore titles, authors and supplied subject terms, then open the PubMed record.

Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.

At least 73 records · Page 4Linked to original sources

Community violence exposure and children's social adjustment in the school peer group: the mediating roles of emotion regulation and social cognition.

This study reports a cross-sectional investigation of the relation between community violence exposure and peer group social maladjustment in 285 inner-city children in Grades 4-6 (mean age = 10.3 years). Children completed an inventory assessing exposure to community violence through witnessing and through direct victimization. A peer nomination inventory was then administered to assess social adjustment with peers (aggression, peer rejection, and bullying by peers). In addition, social-cognitive biases and emotion regulation capacities were examined as potential mediators. Analyses indicated that violent victimization was associated with negative social outcomes through the mediation of emotion dysregulation. Witnessed violence was linked only to aggressive behavior. Social information processing, rather than emotion dysregulation, appeared to mediate this association. These results demonstrate that violence exposure is linked to multiple levels of behavioral and social maladjustment and suggest that there are distinct patterns of risk associated with different forms of exposure.

Aggression↗

General health mediates the relationship between loneliness, life satisfaction and depression. A study with Malaysian medical students.

OBJECTIVE: To examine the associations between life satisfaction, loneliness, general health and depression among 172 medical students in Malaysia. METHOD: Participants completed a questionnaire battery, which included the 12-item General Health Questionnaire, Beck's Depression Inventory, the Revised UCLA Loneliness Scale and the Satisfaction With Life Scale. RESULTS: Life satisfaction was negatively and significantly correlated with suicidal attitudes, loneliness and depression; and positively with health, which was negatively and significantly correlated with depression and loneliness. Self-concept was negatively correlated with loneliness and depression, depression was positively and significantly correlated with loneliness. Mediational analyses showed that the effects of loneliness and life dissatisfaction on depression were fully mediated by health. CONCLUSION: Even though less satisfied, and particularly lonelier, individuals are more likely to report higher levels of depression, this is only the case because both higher loneliness and life dissatisfaction are associated with poorer health. These results are discussed in terms of their implications for the diagnosis and treatment of mental health disorders in developing nations.

Adolescent↗

Children's emotion processing: relations to emotionality and aggression.

We examined the relations between emotionality, emotion processing, and aggression in 182 first- and second-grade children. Consistent with Tomkins' and Izard's theoretical predictions, emotionality correlated with emotion processing. In particular, the happiness component of emotionality correlated with emotion attribution accuracy and empathy, the anger component correlated with anger attribution bias and empathy, and the fear component correlated with fear attribution bias. Multiple emotion processing deficits--including emotion attribution accuracy, anger attribution bias, and self-report of empathy--placed children at risk for heightened levels of teacher-reported aggression. Mediational analyses revealed that an emotion processing risk index fit a model of significant partial mediation between happiness and aggression but not between anger and aggression. The results suggest the multifaceted manner in which children's emotion experiences may influence the development of aggressive tendencies.

Aggression↗

Mediating effects of waist circumference and BMI on the association between meal frequency and mortality.

OBJECTIVE: To examine the potential indirect effect of meal frequency on mortality via obesity indices. DESIGN: Prospective cohort study. SETTING: Korean Genome and Epidemiology Study. PARTICIPANTS: This cohort study involved 148 438 South Korean adults aged 40 years and older. RESULTS: Meal frequency at the baseline survey was assessed using a validated FFQ. Outcomes included all-cause mortality, cancer mortality and CVD mortality. Cox proportional hazards regression models were employed to examine the relationship between meal frequency and the risk of mortality. Mediation analyses were performed with changes in obesity indices (BMI and weight circumference (WC)) as mediators. In comparison to the three-time group, the once-per-day and four-times-per-day groups had a higher risk for all-cause mortality. The irregular frequency group had a higher risk for CVD mortality. Both once-per-day and four-times-per-day groups exhibited higher risks for cancer mortality. The effect of meal frequency on all-cause mortality was partially mediated by WC. For specific-cause mortality, similar mediation effects were found. CONCLUSIONS: The data suggests that three meals per day have a lower mortality and longer life expectancy compared with other meal frequencies. Increased waist circumference partially mediates this effect. These findings support the implementation of a strategy that addresses meal frequency and weight reduction together.

Humans↗

Forty years on: teachers' assessments of children's personality traits predict self-reported health behaviors and outcomes at midlife.

A life span health-behavior model was investigated in this longitudinal study of personality influences on health. Teachers assessed 963 elementary schoolchildren on traits that formed scales assessing the dimensions of the five-factor (Big Five) model of personality. Smoking, alcohol use, body mass index (BMI), and self-rated health were assessed 40 years later in midlife. Childhood personality traits were significantly associated with all 4 outcomes, and the effects were consistently larger for women than men. For men and women, childhood Conscientiousness was associated with less adult smoking and better adult self-rated health and, for women only, with lower adult BMI. Mediation analyses suggested that the effects of Conscientiousness on self-rated health were partially mediated by smoking and BMI. These findings add to the growing evidence that childhood personality traits predict adult health outcomes and are discussed in terms of future testing of the life span health-behavior model.

Child↗

Links among attachment-related cognitions and adolescent depressive symptoms.

We assessed the role of self-evaluative and support-seeking processes as mediators of the relation between maternal representations and depressive symptoms in a sample of 168 young adolescents. Representations of mother as unavailable, unresponsive, and unsupportive were associated with depressive symptoms measured by semistructured interview and self-report. Moderation tests revealed that the association between maternal representations and depressive symptoms varied as a function of stress level for self-reported symptoms only. Subsequent mediation analyses for higher and lower stress groups showed that support seeking functioned as a mediator in the higher, but not lower, stress group. When depressive symptoms were assessed via interview, results with the full sample indicated that self-worth contingencies mediated the association between maternal representations and symptoms. Findings are discussed in terms of the identification of proximal targets for intervention.

Adolescent↗

Antisocial behaviors moderate the deviant peer pathway to substance use in children with ADHD.

This study evaluated the interplay of attention deficit hyperactivity disorder (ADHD) symptom severity, deviant peer group affiliation, oppositional defiant disorder (ODD), and conduct disorder (CD) as risk factors among 142 adolescents with childhood ADHD. Deviant peer affiliation mediated the relation between childhood ADHD symptoms and 6 substance use and abuse variables. Moreover, moderated mediation analyses found that for children with high levels of ODD and CD symptoms, the mediated effect of ADHD through deviant peer affiliation was significant; however, for children with low levels of ODD and CD symptoms, this mediated effect was weak and nonsignificant. Results suggest that children with severe ADHD symptomatology and comorbid antisocial behavior are at highest risk for peer-mediated substance use in adolescence.

Adolescent↗

Work-related stress and occupational burnout in AIDS caregivers: test of a coping model with nurses providing AIDS care.

Occupational stress and burnout are potential threats to quality of care for people living with HIV/AIDS. A total of 445 nurses who provide care to people living with HIV/AIDS responded to an anonymous postal survey that consisted of: demographic and work history questions, the Maslach Burnout Inventory, Rotter's Internal-External Locus of Control scale, and internal and external coping styles as measured by the Ways of Coping scale. Path analyses showed that both external (13.6% of the variance) and internal (3.1% of the variance) coping styles significantly predicted levels of burnout among AIDS caregivers, over and above participants' age, perceived workload and locus of control. Mediation analyses further showed that external coping mediates the effect of locus of control on burnout, but internal coping styles do not exhibit mediation. Results therefore replicate and extend previous research demonstrating the important roles of cognitive and behavioural coping styles in understanding burnout among providers of AIDS care.

Acquired Immunodeficiency Syndrome↗

The causal relationship between genetically predicted blood metabolites and idiopathic pulmonary fibrosis: A bidirectional two-sample Mendelian randomization study.

BACKGROUND: Numerous metabolomic studies have confirmed the pivotal role of metabolic abnormalities in the development of idiopathic pulmonary fibrosis (IPF). Nevertheless, there is a lack of evidence on the causal relationship between circulating metabolites and the risk of IPF. METHODS: The potential causality between 486 blood metabolites and IPF was determined through a bidirectional two-sample Mendelian randomization (TSMR) analysis. A genome-wide association study (GWAS) involving 7,824 participants was performed to analyze metabolite data, and a GWAS meta-analysis involving 6,257 IPF cases and 947,616 control European subjects was conducted to analyze IPF data. The TSMR analysis was performed primarily with the inverse variance weighted model, supplemented by weighted mode, MR-Egger regression, and weighted median estimators. A battery of sensitivity analyses was performed, including horizontal pleiotropy assessment, heterogeneity test, Steiger test, and leave-one-out analysis. Furthermore, replication analysis and meta-analysis were conducted with another GWAS dataset of IPF containing 4,125 IPF cases and 20,464 control subjects. Mediation analyses were used to identify the mediating role of confounders in the effect of metabolites on IPF. RESULTS: There were four metabolites associated with the elevated risk of IPF, namely glucose (odds ratio [OR] = 2.49, 95% confidence interval [95%CI] = 1.13-5.49, P = 0.024), urea (OR = 6.24, 95% CI = 1.77-22.02, P = 0.004), guanosine (OR = 1.57, 95%CI = 1.07-2.30, P = 0.021), and ADpSGEGDFXAEGGGVR (OR = 1.70, 95%CI = 1.00-2.88, P = 0.0496). Of note, the effect of guanosine on IPF was found to be mediated by gastroesophageal reflux disease. Reverse Mendelian randomization analysis displayed that IPF might slightly elevate guanosine levels in the blood. CONCLUSION: Conclusively, hyperglycemia may confer a promoting effect on IPF, highlighting that attention should be paid to the relationship between diabetes and IPF, not solely to the diagnosis of diabetes. Additionally, urea, guanosine, and ADpSGEGDFXAEGGGVR also facilitate the development of IPF. This study may provide a reference for analyzing the potential mechanism of IPF and carry implications for the prevention and treatment of IPF.

Humans↗

Sexual compulsivity and substance use in HIV-seropositive men who have sex with men: prevalence and predictors of high-risk behaviors.

Most persons aware of their HIV-positive serostatus refrain from sexual behavior that could transmit HIV infection to others. However, a minority of men who test HIV-seropositive continue to engage in transmission risk behavior. One factor that may play a role in high-risk sexual activity involves sexual behavior self-management. The present study investigated the role of sexual compulsivity as a contributing factor to high-risk sexual behavior in HIV seropositive men who have sex with men (N = 112). Participants also completed measures of factors known to be related to risky sexual behavior including: personal substance use, sexual partner substance use, pleasure associated with high-risk activities, beliefs about transmission risks, intentions to avoid future instances of risky behavior, and self-esteem. Men scoring high on sexual compulsivity reported engaging in more frequent unprotected sexual acts with more partners, reported greater use of cocaine in conjunction with sexual activity, rated high-risk sexual acts as more pleasurable, and reported lower self-esteem. Mediational analyses indicated that the relationship between sexual compulsivity and high-risk sexual behavior was partially mediated by both personal cocaine use and partner cocaine use in conjunction with sexual activity. The results suggest a need to integrate HIV risk-reduction services and substance use treatment for those persons living with HIV who have difficulty avoiding transmission risk behavior.

Adult↗

Depression in adults with type 2 diabetes: the role of adherence, body mass index, and self-efficacy.

Considerable evidence links depression with the development and worsening of diabetes, but the factors contributing to this link have not been established. The authors examined the role of adherence, body mass index (BMI), and self-efficacy. Adult patients with Type 2 diabetes (N = 56) completed self-report measures of diet and exercise adherence, diet and exercise self-efficacy, and depression. BMI was obtained from medical records. Path and mediation analyses indicated that both adherence and BMI independently contributed to self-efficacy. Self-efficacy mediated both the association between adherence and depression and the association between BMI and depression. These findings are consistent with the proposal that lower self-efficacy in reaction to adherence failure and higher BMI contributes to depression in adults with diabetes.

Body Mass Index↗

The moderating effect of trivial triggering provocation on displaced aggression.

Two studies examined the interaction between the presence or absence of (a) an initial provocation and (b) a subsequent minor triggering action on the part of the target of displaced aggression. Consistent with the triggering event being seen by participants as indeed trivial when administered by itself without prior provocation, exposure to it literally had no impact on aggression toward its source. When previously provoked, however, this subsequent triggering event strongly increased displaced aggression, causing it to reliably exceed both that displayed when there was no antecedent provocation and that elicited by provocation alone. Mediation analyses showed that for participants who had been provoked, subjective feelings of displeasure concerning the triggering event mediated the effect of the trigger on aggression.

Adolescent↗

Causal Mediation Analysis for Integrating Exposure, Genomic, and Phenotype Data.

Causal mediation analysis provides an attractive framework for integrating diverse types of exposure, genomic, and phenotype data. Recently, this field has seen a surge of interest, largely driven by the increasing need for causal mediation analyses in health and social sciences. This article aims to provide a review of recent developments in mediation analysis, encompassing mediation analysis of a single mediator and a large number of mediators, as well as mediation analysis with multiple exposures and mediators. Our review focuses on the recent advancements in statistical inference for causal mediation analysis, especially in the context of high-dimensional mediation analysis. We delve into the complexities of testing mediation effects, especially addressing the challenge of testing a large number of composite null hypotheses. Through extensive simulation studies, we compare the existing methods across a range of scenarios. We also include an analysis of data from the Normative Aging Study, which examines DNA methylation CpG sites as potential mediators of the effect of smoking status on lung function. We discuss the pros and cons of these methods and future research directions.

causal inference↗

Phenomenological characteristics, social problems, and the economic impact associated with chronic skin picking.

In this study, the authors collected data on the demographic characteristics, phenomenology, and social and economic impact of skin picking. A total of 92 participants completed an anonymous, Internet-based survey through a link to the Trichotillomania Learning Center's home page. Results indicated that skin pickers experienced social, occupational, and academic impairment, a number of medical or mental health concerns, and financial burdens, which they attributed to skin picking. Results also revealed moderate, statistically significant relationships between skin picking severity and symptoms of depression, anxiety, and experiential avoidance. Subsequent mediational analyses demonstrated that the relationship between skin picking severity and symptoms of anxiety and depression was partially mediated by experiential avoidance. Implications, conclusions, and future areas of research are discussed.

Adolescent↗

Sexual victimization in relation to perceptions of risk: mediation, generalization, and temporal stability.

There is evidence that personal experience with trauma is associated with increases in both personal and comparative risk perception. This study investigates this relation in terms of sexual victimization among women, focusing on three potential mediators: perceived control over sexual assault, perceived similarity to a typical sexual assault victim, and psychological distress. Mediational analyses were investigated using structural equation modeling. Although victimization experience was not related to comparative risk perception, it was associated with greater personal risk perception. This relation was mediated by perceived similarity to a typical sexual assault victim. Prospective analyses indicated that personal risk perception does change in response to sexual victimization but also indicated that heightened risk perception may be an accurate assessment of risk that actually precedes victimization experience. Implications for the meaning of perceived similarity and perceptions of risk for sexual assault victims are discussed.

Adolescent↗

Gratitude and prosocial behavior: helping when it costs you.

The ability of the emotion gratitude to shape costly prosocial behavior was examined in three studies employing interpersonal emotion inductions and requests for assistance. Study 1 demonstrated that gratitude increases efforts to assist a benefactor even when such efforts are costly (i.e., hedonically negative), and that this increase differs from the effects of a general positive affective state. Additionally, mediational analyses revealed that gratitude, as opposed to simple awareness of reciprocity norms, drove helping behavior. Furthering the theory that gratitude mediates prosocial behavior, Study 2 replicated the findings of Study 1 and demonstrated gratitude's ability to function as an incidental emotion by showing it can increase assistance provided to strangers. Study 3 revealed that this incidental effect dissipates if one is made aware of the true cause of the emotional state. Implications of these findings for the role of gratitude in building relationships are discussed.

Affect↗

A test of factors mediating the relationship between unwanted sexual activity during childhood and risky sexual practices among women enrolled in the NIMH Multisite HIV Prevention Trial.

This study examined both the direct and indirect associations between unwanted sexual activity during childhood and HIV-related sexual practices of adult women. The sample consisted of 3,346 women recruited from sexually transmitted disease (STD) clinics and health service organizations. The findings demonstrated that participants who reported unwanted sexual activity as a child (USC) were more likely than women who did not report such experience to indicate that they had problems with alcohol, used drugs, received money or drugs in exchange for sex, had unwanted sex, and used mental health services. The women reporting USC also noted a greater number of unprotected sex acts, a greater number of partners, and a greater proportion of sex acts accompanied by drugs or alcohol in the past 90 days. Mediated analyses showed that drug use, exchange of sex for money/drugs, unwanted sex, and to a lesser extent, problems with alcohol mediated the relationship between USC and unprotected sex acts, number of partners, and sex under the influence of drugs and alcohol. These findings suggest that participation in non-sexual risky behaviors among women who report USC may be a bridge to participation in sexual behaviors that increase their risk of HIV infection.

Acquired Immunodeficiency Syndrome↗

Affective predictors of preschoolers' aggression and peer acceptance: direct and indirect effects.

Observational assessments were made of 51 preschoolers' (mean age = 53.25 months) peer aggression and emotional displays outside of (baseline) and during aggressive interactions, and their emotion knowledge and peer acceptance were also assessed. Results indicated that the connections between children's affective dispositions and their aggression and peer acceptance varied as a function of both the emotion context (baseline vs. aggression related) and the particular emotion involved (happiness vs. anger). Emotion knowledge and affective dispositions overlapped little with each other, and both made independent contributions to peer acceptance and aggression. Mediation analyses revealed, however, that the significant connections between children's emotional dispositions and knowledge and their peer acceptance were mostly mediated by aggression.

Affect↗