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Results for “Structural equation modeling”

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At least 973 records · Page 54Linked to original sources

PubMed2006

South African adolescents: pathways to risky sexual behavior.

This study tested a developmental model of pathways to risky sexual behavior among South African adolescents. Participants comprised 633 adolescents, 12-17 years old, recruited from households in Durban, South Africa. Data were collected using in-person interviews. Topics included adolescents' sexual behaviors, household poverty levels, vulnerable personality and behavioral attributes, parent-child relations, and deviant peers. Structural equation modeling was used to assess the pathways to risky sexual behavior among the adolescents. The goodness-of-fit index (GFI) was .93. One major pathway indicated that family poverty was associated with difficulty in the parent-child relationship. This was related to vulnerable personality and behavioral attributes and to association with deviant peers, which, in turn, were related to risky sexual behavior. Findings suggest that poverty, parent-child relations, personality and behavioral vulnerabilities, and peer influences should be among factors addressed by prevention and intervention programs to reduce sexual risk behaviors by South African adolescents.

Adolescent↗

PubMed1997

Psychosocial correlates of substance use: comparing high school students with incarcerated offenders in Hong Kong.

Drug use prevalence data were obtained from 969 adolescents, high school students and imprisoned offenders who reported use of cough medicine, organic solvents, cannabis, heroin, tranquilizers, and narcotics over the past six months. Incarcerated youths, in particular girls, had higher prevalence rates than students. Drug use frequencies were associated with psychosocial variables such as disinhibition, peer drug use, susceptibility to peer pressure, attitudes, encouragement by peers, and perceived availability of drugs. The psychosocial process of the initiation and maintenance of substance use was specified as a path model that considered 1) personality and social environment as distal precursors and 2) a drug-use predisposition and perceived availability as proximal precursors of three kinds of outcome variables: drug use, the intention to try illicit drugs if they were legal, and adverse outcomes of drug use. It was found that the same structural equation model fit the data of both samples of offenders and students, however, with very different weights assigned to the paths.

Adolescent↗

PubMed2000

Effect of adults' self-regulation of diabetes on quality-of-life outcomes.

OBJECTIVE: To examine the relationships among cognitive representations of diabetes, diabetes-specific health behaviors, and quality of life using Leventhal and Diefenbach's self-regulation model of illness (Leventhal H, Diefenbach M: The active side of illness cognition. In Mental Representation in Health and Illness. SkeltonJA, Croyle RT, Eds. New York, Springer-Verlag, 1991, p. 247-272). RESEARCH DESIGN AND METHODS: This research involved secondary analysis of a mailed survey completed by 296 adults (ages 20-90 years). Structural equation modeling was conducted to investigate relationships among cognitive representations, diabetes-specific health behaviors, and quality of life. Model differences by diabetes type were also investigated. RESULTS: Findings indicated that certain cognitive representation constructs were related to increased diabetes-specific health behaviors, decreased sense of burden, and positive quality-of-life outcomes. Individuals levels of understanding of diabetes and their perceptions of control over diabetes were the most significant predictors of outcomes. However, diabetes-specific health behaviors were related to an increased sense of burden that was negatively associated with quality of life. Multigroup analyses indicated that this self-regulatory model provided a good fit for individuals with type 1 diabetes, those with type 2 diabetes who take insulin, and those with type 2 diabetes who do not take insulin. CONCLUSIONS: These findings advance what is known about cognitive representations of illness and the self-regulation of diabetes as well as the relationships between cognitive representations of illness, quality of life, and behavioral factors. In particular, results from this study suggest the need for further study to address ways of reducing the burden of diabetes associated with health behaviors and decreased quality of life.

Adult↗

PubMed1984

Construct validity of heroin abuse estimators.

The construct validity of two methodologically unrelated procedures for estimating the prevalence of heroin abuse was studied using a covariance structure model-fitting approach. A factor analytic estimation procedure and a log-linear-based capture-recapture method of estimation were simultaneously applied to 24 major metropolitan areas of the nation. A test of the construct validity of these procedures for estimating the prevalence of heroin abuse was carried out in the context of structural equation models where the results of the two methods were compared directly.

Data Collection↗

PubMed1994

A longitudinal model of maternal self-efficacy, depression, and difficult temperament during toddlerhood.

The purpose of this study was to test a model of maternal self-efficacy during toddlerhood using a longitudinal sequential design. Participants were 126 mothers of 1-year olds (Cohort 1) and 126 mothers of 2-year olds (Cohort 2) who completed questionnaires measuring maternal self-efficacy, depression, and perceived difficult toddler temperament three times over 1 year. Data were analyzed using structural equation modeling and maximum likelihood estimation. Findings support a model whereby (a) the more depressed the mother feels, the more likely she is to rate her toddler's temperament as difficult, (b) the more difficult the child's temperament is perceived to be, the lower the mother's estimates of her parenting self-efficacy, (c) the lower the mother's self-efficacy, the greater her depression, and (d) the more depressed the mother feels at one point in time, the more likely she is to remain depressed 6 months later. Implications of the findings are discussed as they relate to self-efficacy theory and nursing intervention with parents of difficult toddlers.

Adult↗

PubMedDate not supplied

Factors promoting cigarette smoking among black youth: a causal modeling approach.

A longitudinal model of Black adolescent smoking was tested using 223 seventh-grade students attending public schools in northern New Jersey. Interpersonal and intrapersonal factors were hypothesized to have an impact on Black seventh graders' decision to smoke. After conducting an exploratory Principal Factor Analysis (PFA) using a varimax rotation with the Time 1 data, a structural equation model was developed and refined through successive iterations. The final model revealed friends' smoking to be the most significant predictor of Black adolescent smoking at Time 1, but perceived smoking norms and intrapersonal factors such as decision making, self-efficacy, and self-esteem at home and at school exerted an important influence on smoking at Time 2. These results suggest that social influence factors may be important early in the smoking initiation process, but factors such as perceived smoking norms and intrapersonal factors may play an important role in maintaining the smoking habit in Black adolescents.

Adolescent↗

PubMed2005

An attachment insecurity model of negative affect among women seeking treatment for an eating disorder.

The purpose of this study was to propose and test a model of attachment insecurity in a clinical sample of 268 eating disordered women. Structural relationships among attachment insecurity, BMI, perceived pressure to diet, body dissatisfaction, restrained eating, and negative affect were assessed. A heterogeneous sample of treatment seeking women with a diagnosed eating disorder completed psychometric tests prior to receiving treatment. The data were analysed using structural equation modeling. Fit indices indicated that the hypothesized model fit adequately to the data. Although cross-sectional in nature, the data suggested that attachment insecurity may lead to negative affect. As well, attachment insecurity may lead to body dissatisfaction, which in turn may lead to restrained eating among women with eating disorders. Attachment insecurity could be a possible vulnerability factor for the development of eating disorder symptoms among women.

Adolescent↗

PubMedDate not supplied

A longitudinal causal model of cardiac invalidism following myocardial infarction.

BACKGROUND: Invalidism has been discussed in the cardiovascular literature for decades. Researchers have studied health perceptions, emotional distress, and dependency in patients after acute myocardial infarction in an attempt to understand the phenomenon. However, no theory of the manner in which these variables interact has been proposed. OBJECTIVES: Using previous research, a model of invalidism was specified in which individuals' perceptions that their health is poor lead to emotional distress and increased dependency. As health perceptions improve over time, emotional distress and dependency decrease. METHOD: Survey data were collected from 111 men and women 1 and 4 months after a first myocardial infarction and were tested using structural equation modeling. RESULTS: The model was rejected using a confirmatory approach (chi2(89) = 141.40; p= .00034). The fit indices, however, suggested an adequate fit of the model to the data (CFI = .96; NNFI = .94). CONCLUSION: The conclusion is that the model is reasonable and serves as a starting point for a theory-based empirical exploration of the invalidism process.

Adult↗

PubMed2006

Hispanic caregivers of adults with mental retardation: importance of family functioning.

Our aim in this study was to validate a stress-process model for Hispanic caregivers of adults with mental retardation that incorporates family functioning. The model postulates that maladaptive adult behaviors are related to poorer family relationships and higher levels of family burden, which in turn is related to caregiver psychological distress and self-reported health. The 153 Hispanic caregivers were interviewed in their homes with structured interviews and self-report measures. We analyzed cross-sectional data using structural equation modeling. The hypothesized model provided an excellent fit to the data. Also, family relationships mediated the relationship between maladaptive adult behaviors and family burden, and higher levels of family burden were related to greater caregiver distress. Acculturation was negatively related to caregiver distress.

Acculturation↗

PubMed2001

The heritability of mortality due to heart diseases: a correlated frailty model applied to Danish twins.

Data of the Danish Twin Registry on monozygotic and dizygotic twins are used to analyse genetic and environmental influences on susceptibility to heart diseases for males and females, respectively. The sample includes 7955 like-sexed twin pairs born between 1870 and 1930. Follow-up was from 1 January 1943 to 31 December 1993 which results in truncation (twin pairs were included in the study if both individuals were still alive at the beginning of the follow-up) and censoring (nearly 40% of the study population was still alive at the end of the follow-up). We use the correlated gamma-frailty model for the genetic analysis of frailty to account for this censoring and truncation. During the follow-up 9370 deaths occurred, 3393 deaths were due to heart diseases in general, including 2476 deaths due to coronary heart disease (CHD). Proportions of variance of frailty attributable to genetic and environmental factors were analyzed using the structural equation model approach. Different standard biometric models are fitted to the data to evaluate the magnitude and nature of genetic and environmental factors on mortality. Using the best fitting model heritability of frailty (liability to death) was found to be 0.55 (0.07) and 0.53 (0.11) with respect to heart diseases and CHD, respectively, for males and 0.52 (0.10) and 0.58 (0.14) for females in a parametric analysis. A semi-parametric analysis shows very similar results. These analyses may indicate the existence of a strong genetic influence on individual frailty associated with mortality caused by heart diseases and CHD in both, males and females. The nature of genetic influences on frailty with respect to heart diseases and CHD is probably additive. No evidence for dominance and shared environment was found.

Age Distribution↗

PubMed2005

The heritability of telomere length among the elderly and oldest-old.

A tight link exists between telomere length and both population doublings of a cell culture and age of a given organism. The more population doublings of the cell culture or the higher the age of the organism, the shorter the telomeres. The proposed model for telomere shortening, called the end replication problem, explains why the telomere erodes at each cellular turnover. Telomere length is regulated by a number of associated proteins through a number of different signaling pathways. The determinants of telomere length were studied using whole blood samples from 287 twin pairs aged 73 to 95 years. Structural equation models revealed that a model including additive genetic effects and non-shared environment was the best fitting model and that telomere length was moderately heritable, with an estimate that was sensitive to the telomere length standardization procedure. Sex-specific analyses showed lower heritability in males, although not statistically significant, which is in line with our earlier finding of a sex difference in telomere dynamics among the elderly and oldest-old.

Aged↗

PubMed2004

Psychosocial antecedents of injection risk reduction: a multivariate analysis.

The AIDS risk reduction model (ARRM) predicts decreased occurrence of AIDS risk behavior through a three-stage process: (a) perceiving one's behavior as risky and recognizing one's skills to reduce the behavior, (b) forming an intention to change behavior, and (c) acting on that intention. We used the ARRM to test a stage-based longitudinal structural equation model of the impact of intention to reduce injection risk behavior on subsequent behavior change in a sample of 294 HIV-negative opiate-addicted individuals in treatment. Intended risk reduction and continuous participation in treatment significantly predicted less injection risk behavior. Greater self-efficacy, less baseline risk behavior, less perceived susceptibility to AIDS, and greater fear of AIDS predicted intention to reduce risk. Leverage points for change are discussed.

Acquired Immunodeficiency Syndrome↗

PubMed2003

Predictors of aggression across three generations among sons of alcoholics: relationships involving grandparental and parental alcoholism, child aggression, marital aggression and parenting practices.

OBJECTIVE: This longitudinal study uses a three-generation database involving measures of grandparental and parental alcohol use disorder (AUD), marital aggression and aggression to offspring to predict early and later childhood aggression of third generation offspring. Given the importance of aggressive, undercontrolled behavior in the etiology of alcoholism, the purpose of this study was to construct a statistical model of intergenerational aggression and alcoholism among family members. METHOD: Participants were a population-based sample of 186 young sons of alcoholics and both biological parents and 120 nonsubstance abusing families and their age-matched sons drawn from the same neighborhoods. Extensive family data were collected at baseline and at 6 years postbaseline. Structural equation modeling evaluated retrospective and prospective relationships between grandparental and parental predictors of the sons' childhood aggression when they were 3-5 and 9-11 years of age. RESULTS: The final model showed that grandparental marital aggression predicted development of parental antisocial behavior, which predicted parental alcoholism and marital aggression and partially mediated level of child aggression among their sons as preschoolers. Significant autostabilities in level of child aggression, parental AUD and marital aggression were present in families over the 6-year interval. Marital aggression was a more important predictor of son's preschool aggression; direct parental aggression to the child was more important at 9-11. Child aggression at 3-5 also was a partial mediator of level of parent-to-child aggression at 9-11. CONCLUSIONS: Results indicate continuity of aggression across three generations and also indicate that the child's pathway into risk for later AUD is not simply mediated by parental alcoholism, but is carried by other comorbid aspects of family functioning, in particular aggression.

Aggression↗

PubMed2002

The structure of emotional expressivity: each emotion counts.

Several models of the dimensionality of emotional expressivity were examined in a multitrait-multimethod study. Targets and peer raters completed measures of the target's emotional expressivity (Berkeley Expressivity Questionnaire. BEQ; J. J. Gross & O. P. John, 1995; and a measure of emotion-specific expression) and the Big 5 personality dimensions. The results of structural equation modeling and analysis of variance revealed that an emotion-specific model was superior to models of valence-specific or unidimensional expressivity. The distinct emotions differed in their relations with the dimensions of the 5-factor model. These results were corroborated by self- and other reports. Finally, the degree of convergence between self- and other ratings differed between emotions, demonstrating the multidimensional character of emotional expressivity.

Adult↗

PubMed2006

Modeling relations between hassles and internalizing and externalizing symptoms in adolescents: a four-year prospective study.

This study examined the relations between hassles and internalizing and externalizing symptoms across 4 years in adolescents who varied with regard to their risk for psychopathology. The sample comprised 240 adolescents assessed in 6th, 7th, 8th, and 9th grades regarding their level of peer and academic hassles and internalizing and externalizing symptoms. Structural equation modeling was used to construct latent variables of hassles and internalizing and externalizing syndromes. Results varied by informant about the teens' symptoms. For adolescent report, the stress exposure model fit the data best for internalizing syndromes; that is, higher levels of stressors predicted significantly higher levels of self-reported symptoms 1 year later. For mother report of adolescents' symptoms, the stress generation model fit the data best for both internalizing and externalizing syndromes; that is, higher levels of adolescents' internalizing and externalizing symptoms, as reported by their mothers, significantly predicted higher levels of hassles 1 year later.

Adolescent↗

PubMed1997

Structural factor analyses for medically unexplained somatic symptoms of somatization disorder in the Epidemiologic Catchment Area study.

BACKGROUND: Assess the latent structure of the DSM-III somatization symptoms and the stability of symptom patterns over time. METHODS: Cross-sectional and longitudinal covariation of symptoms of somatization disorder were investigated using structural equation models in a population-based data set from the Epidemiologic Catchment Area study. RESULTS: Medically unexplained physical complaints were discovered to cluster into three separate factors, consistent with the DSM-IV definition of somatization disorder, but one dominant general factor was defined, consistent with the DSM-III conceptualization. Individual symptom prevalences and factor structures were different for men and women. The factor structures remained stable at 1 year follow-up. Variations in the threshold of number of somatization symptoms required for diagnosis affected prevalence, sex ratio and temporal stability of the diagnosis. CONCLUSIONS: These population-based results support dimensional models of somatization. Implications for changing the threshold of the categorical diagnosis of somatization disorder and providing better care for these patients are given.

Adult↗

PubMed2003

A multivariate model of patients' satisfaction with treatment for posttraumatic stress disorder.

Prior studies have concluded that patients' pretreatment characteristics contribute more to their satisfaction with mental health treatment than any other domain. We expand the representation of treatment characteristics in an examination of satisfaction across both inpatient and outpatient settings. Data were drawn from an inpatient (n = 831) and an outpatient (n = 554) study of the treatment of PTSD. We used structural equation modeling to specify and evaluate a model of satisfaction with comparable elements for inpatient and both short and long-term outpatient treatment. Results indicate that the quality and quantity of patients' participation in treatment were more important to the development of their satisfaction with treatment than their pretreatment characteristics. Among treatment characteristics, the social climate of the inpatient milieu and the focus on war traumas in outpatient therapy had major effects on the quality and quantity of patients' participation and their satisfaction.

Adult↗

PubMed1999

Modeling relationships among socioeconomic status, hostility, cardiovascular reactivity, and left ventricular mass in African American and White children.

In African American and White children and adolescents (N = 147), socioeconomic status (SES) was measured in 2 ways: (a) using neighborhood-level measures of population density, median income, educational attainment, and the number of children born to single mothers and (b) using family-level measures of parents' occupation and education. Structural equation modeling revealed that both lower family SES and lower neighborhood SES were independently associated with greater hostility and consequently greater cardiovascular reactivity to laboratory stressors in African Americans. Independent of neighborhood SES, only lower family SES was associated with greater cardiovascular reactivity in Whites. Heightened cardiovascular reactivity was associated with greater left ventricular mass (LVM) in Whites and marginally greater LVM in African Americans. Results suggest the importance of using multiple indicators of SES and confirm the relationship between SES and LVM in African Americans and Whites, albeit through different pathways.

Adolescent↗