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Results for “Structural equation modeling”

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PubMedDate not supplied

Financial strain, parenting behaviors, and adolescents' achievement: testing model equivalence between African American and European American single- and two-parent families.

This study tested the equivalence of a theoretical model of parenting behaviors linking financial strain to adolescents' achievement for African American and European American families and for single- and two-parent families. The sample included an economic cross-section of African American (n = 387) and European American families (n = 230) from single- (n = 171) and two-parent (n = 446) homes. Multi-group analyses revealed no significant differences in the structural equation models between the African American and European American families, or between the single- and two-parent families. Results demonstrated that negative parent-adolescent relationships and parental school involvement mediated the relation between financial strain and adolescents' academic achievement.

Achievement↗

PubMed2005

The interpersonal circumplex as a model of interpersonal capabilities.

In this study, we sought to challenge the existing conceptualization of interpersonal capabilities as a distinct construct from interpersonal traits by explicitly taking into account the general factor inherent within most models of circumplexes. A sample of 206 college students completed a battery of measures including the Battery of Interpersonal Capabilities (BIC; Paulhus & Martin, 1987). Principal components analysis and the randomization test of hypothesized order relations demonstrated that contrary to previous findings, the BIC adhered to a circular ordering. Joint analysis of the BIC with the Interpersonal Adjective Scale (Wiggins, 1995) using principal components analysis and structural equation modeling demonstrated that the 2 measures represented similar constructs. Furthermore, the general factor in the BIC was not correlated with measures of general self-competence, satisfaction with life, or general pathology.

Adolescent↗

PubMed1998

Linking service climate and customer perceptions of service quality: test of a causal model.

A set of foundation issues that support employee work and service quality is conceptualized as a necessary but not sufficient cause of a climate for service, which in turn is proposed to be reflected in customer experiences. Climate for service rests on the foundation issues, but in addition it requires policies and practices that focus attention directly on service quality. Data were collected at multiple points in time from employees and customers of 134 branches of a bank and analyzed via structural equation modeling. Results indicated that the model in which the foundation issues yielded a climate for service, and climate for service in turn led to customer perceptions of service quality, fit the data well. However, subsequent cross-lagged analyses revealed the presence of a reciprocal effect for climate and customer perceptions. Implications of these results for theory and research are offered.

Commerce↗

PubMed2000

Sex-specific genetic influences on the comorbidity of alcoholism and major depression in a population-based sample of US twins.

BACKGROUND: Alcoholism and depression frequently co-occur, but the origins of this comorbidity remain uncertain. Most previous family, twin, and adoption studies of these disorders have used cases ascertained through treatment settings, who may differ from cases in epidemiological samples. We studied the importance of genetic influences on risk for lifetime comorbidity of major depression and alcoholism by means of a population-based twin sample. METHODS: Lifetime major depression (MD), alcohol abuse, and alcohol dependence were assessed by structured interview for both members of 3755 twin pairs from the Mid-Atlantic Twin Registry. Pair resemblance was analyzed by means of structural equation models. RESULTS: Individuals with MD were at significantly increased risk for alcohol dependence and for a combined diagnosis of alcohol abuse and/or dependence. History of MD in a twin significantly increased the risk of cotwin alcohol dependence and alcohol abuse and/or dependence among identical male pairs and for alcohol abuse and/or dependence in identical female pairs, but not among male or female fraternal pairs. Results of structural modeling indicate that comorbidity occurs because the genetic and specific environmental sources of liability to MD overlap with those underlying alcohol dependence and alcohol abuse and/or dependence. This overlap was significant only within sex, not across sexes. CONCLUSIONS: In this population-based twin sample, the familial transmission of MD and alcohol dependence was largely disorder specific. Comorbidity appears to be due to sex-specific genetic and environmental risk factors. The factors underlying depression in women do not appear to arise from the same factors underlying alcoholism in men.

Adolescent↗

PubMed1995

A production task evaluation of individual differences in mental addition skill development: internal and external validation of chronometric models.

A production task paradigm for obtaining reaction times to mental addition stimuli was used for internal and external validation of chronometric models of mental addition processing. The first analysis explored the internal validity of extant chronometric models and found that three models, (a) a tabular memory network retrieval strategy (PRODUCT), (b) a nontabular memory network retrieval strategy (ERROR RATE), and (c) a computational strategy (MIN), were able to encompass individual differences in strategy choice for 155 individuals from Grades 2 to 8 and 111 college students. Patterns of convergent and discriminant validity for these models were also demonstrated. The second analysis explored the external validity of relations among (a) two traditionally measured factor analytic dimensions of ability, Numerical Facility and Perceptual Speed; (b) two information processing dimensions presumed to underlie mental addition. Addition Efficiency and Speediness; and (c) a digit-span measure of Short-Term Memory. We specified a series of two-group (grade school and college) structural equation models to represent the relations among all measures and showed that individual differences in the apparently calculative processes that underlie the traditionally defined ability dimension of Numerical Facility are highly related to individual differences in Addition Efficiency and Speediness of information processing.

Adolescent↗

PubMed1995

The factorial structure and stability of the McGill Pain Questionnaire in patients experiencing oral mucositis following bone marrow transplantation.

The McGill Pain Questionnaire (MPQ) (Melzack 1975) is an important assessment tool for multidimensional pain measurement in both clinical practice and research. Despite widespread acceptance, empirical analyses have not consistently verified the 3 a-priori factors that guided the subclass construction of the Pain Rating Index (PRI) of the MPQ. This study compared the a-priori model with 2 qualitatively different factor models in 191 patients with oral mucositis pain at 3 days and 10 days following bone marrow transplantation. A semantic model defined by Sensory Action, Sensory Evaluation, and Affective Evaluation factors of subclass descriptor content fit better than the a-priori model and a model positing a single general pain factor. The 3 semantic PRI factors were highly intercorrelated, with the sensory factors correlating more highly with an independent visual analogue (VAS) pain scale. Standardized factor regression coefficients between the two occasions of measurement ranged between 0.4 and 0.5. Mean factor change was greatest for Sensory Evaluation and lowest for Affective Evaluation. All analyses were conducted with the LISREL 7 structural equation modeling program. Although the factor analyses indicated an unambiguous ranking of PRI models according to statistical criteria, these theoretical results generalize poorly to simple scores formed by direct addition of the PRI subclasses. Summary scores can only approximate the unobserved factors and cannot retain the fine discriminations revealed by the theoretical factors. Psychometric considerations suggest that a single PRI total score will yield better practical measurement than any scoring rules based on multiple factors.

Adolescent↗

PubMed1998

Sources of child vocabulary competence: a multivariate model.

This study examines sources of individual variation in child vocabulary competence in the context of a multivariate developmental ecological model. Maternal sociodemographic characteristics, personological characteristics, and vocabulary, as well as child gender, social competence, and vocabulary competence were evaluated simultaneously in 126 children aged 1;8 and their mothers. Measures of child vocabulary competence included two measures each of spontaneous speech, experimenter assessments, and maternal reports. Maternal measures, from proximal to distal, included vocabulary, verbal intelligence, personality, attitudes toward parenting, knowledge of parenting, and SES. Structural equation modelling supported several direct unique predictive relations: child gender (girls higher) and social competence as well as maternal attitudes toward parenting predicted child vocabulary competence, and mothers' vocabulary predicted child vocabulary comprehension and two measures of mother-reported child vocabulary expression. In addition, children's vocabulary competence was influenced indirectly by mothers' vocabulary, social personality, and knowledge of child development. Maternal vocabulary itself was positively influenced by SES, maternal verbal intelligence, and mothers' knowledge about parenting. Individual variation in child vocabulary competence might best be understood as arising within a nexus of contextual factors both proximal and distal to the child.

Adult↗

PubMed2000

The nature and outcomes of work: a replication and extension of interdisciplinary work-design research.

Research into the changing nature of work requires comprehensive models of work design. One such model is the interdisciplinary framework (M. A. Campion, 1988), which integrates 4 work-design approaches (motivational, mechanistic, biological, perceptual-motor) and links each approach to specific outcomes. Unfortunately, studies of this framework have used methods that disregard measurement error, overlook dimensions within each work-design approach, and treat each approach and outcome separately. This study reanalyzes data from M. A. Campion (1988), using structural equation models that incorporate measurement error, specify multiple dimensions for each work-design approach, and examine the work-design approaches and outcomes jointly. Results show that previous studies underestimate relationships between work-design approaches and outcomes and that dimensions within each approach exhibit relationships with outcomes that differ in magnitude and direction.

Data Collection↗

PubMedDate not supplied

[Determinants of professional status among physicians in Mexico].

OBJECTIVE: This study explored a number of factors that determine the professional status of physicians in Mexico. METHODS: Using structural equation modelling techniques, causal models were developed to investigate the determinants of professional status within the medical field. RESULTS: The findings suggest that the proposed stratification process in the causal model has empirical support. In the prestige dimension, there is an adscriptive effect of gender, the resultant gender segregated the Mexican medical profession; in addition the achievement effects of medical education and work history within significant occupational and bureaucratic structures. In the economic dimension, the ascriptive effect of gender and the resultant differential in income and job opportunities of female physicians exist. CONCLUSIONS: Although social origin seems to have a weak effect on the dimensions of professional status, it is suggested that both medical education and employment history were both significant positive determinants of professional status in the Mexican medical system. On the other hand, there are still significant gender inequities in the stratification structure of the medical profession.

Adult↗

PubMed2003

Accidental outcomes: attitudinal consequences of workplace injuries.

A model of the attitudinal outcomes of the occurrence and severity of occupational injuries was developed and tested. The model postulates that workplace accidents result in a perceived lack of influence and a distrust of management, with the former also affecting the distrust of management. Both are hypothesized to predict job dissatisfaction. Exit (turnover intentions) and voice (perceptions of union instrumentality) are hypothesized as outcomes of job dissatisfaction. A sample of 9,908 employees was tested with the 1995 Australian Workplace Industrial Relations Survey database. Structural equation modeling provided strong support for the model with respect to accident occurrence, and the model was replicated across 8 different occupational groups. There was less support for the model with respect to accident severity.

Accidents, Occupational↗

PubMed2007

Examining attribution model of self-stigma on social support and psychological well-being among people with HIV+/AIDS.

Among various infectious diseases, HIV/AIDS is considered to be one of the most stigmatizing conditions. Using a prospective design, the present study attempted to test the attributional pathway from perceived control to responsibility to self-blame and finally to self-stigmatization, and to examine the social and psychological sequelae of stigma among a sample of 119 people with HIV/AIDS (PWHA) in Hong Kong. Structural equation modeling findings showed that the model had good fit to the data. Although the linkage between the attributions of control, responsibility, and blame was confirmed, the relationship of blame to self-stigma was not significant. Self-stigma was found to dampen social support and lead to psychological distress half a year later. The present study challenged the adequacy of attributional factors in understanding self-stigmatization and demonstrated the impact of stigma on psychological adjustment among PWHA.

Acquired Immunodeficiency Syndrome↗

PubMed2003

Validation of a model for evaluating outcome after traumatic brain injury.

OBJECTIVE: To validate a model that examines the contribution of premorbid variables, injury severity, and functional and cognitive status to outcome 1 year after traumatic brain injury (TBI). DESIGN: Cross-validation study using a larger, national, prospective, longitudinal sample. SETTING: Acute inpatient rehabilitation hospitals at Traumatic Brain Injury Model Systems centers. PARTICIPANTS: Two sample populations followed through acute rehabilitation to 1 year after TBI. The original sample included 107 patients, and the cross-validation sample included 294 patients. Participants were predominantly young men who had experienced moderate to severe TBI in motor vehicle crashes. INTERVENTIONS: Acute medical and rehabilitation care. MAIN OUTCOME MEASURES: Disability Rating Scale, Community Integration Questionnaire, and return to employment. RESULTS: Structural equation modeling was used to compare the fit of the data to a path analysis developed through clinical use and previous research. Both samples provided adequate goodness of fit, supporting the model's validity. Injury severity affected cognitive and functional status, and cognitive and functional status significantly influenced 1-year outcome. Premorbid factors and injury severity did not directly influence outcome. CONCLUSIONS: Both samples supported the proposed model, which was cross-validated. Injury severity indirectly influences outcome through its effects on cognitive and functional status. Although treatment to decrease injury severity is obviously important, concentrated rehabilitation interventions aimed at improving patients' cognitive and functional status may have a more significant impact on 1-year outcome and should be the focus of future research.

Adult↗

PubMed1999

Retention and patient engagement models for different treatment modalities in DATOS.

A model to explain treatment retention in terms of process components--therapeutic involvement and session attributes for the 1st month--and patient background factors were tested in long-term residential (LTR), outpatient drug free (ODF), and outpatient methadone (OMT) treatments. The data was collected in the national Drug Abuse Treatment Outcome Studies (DATOS), and included 1362 patients in LTR, 866 in ODF, and 981 in OMT programs. Structural equation models showed there were positive reciprocal effects between therapeutic involvement and session attributes in all three modalities, and these variables had direct positive effects on treatment retention. Motivation at intake was a strong determinant of therapeutic involvement. Other patient background factors were significantly related to retention, including pretreatment depression, alcohol dependence, legal pressure, and frequency of cocaine use.

Adult↗

PubMed2000

Genetic structure of reciprocal social behavior.

OBJECTIVE: The study examined the genetic structure of deficits in reciprocal social behavior in an epidemiologic sample of male twins. METHOD: Parents of 232 pairs of 7-15-year-old male twins completed the Social Reciprocity Scale to provide data on their children's reciprocal social behavior. Scale scores were analyzed by using structural equation modeling. RESULTS: Intraclass (twin-twin) correlations for scores on the Social Reciprocity Scale were 0.73 for monozygotic twins (N=98 pairs) and 0.37 for dizygotic twins (N=134 pairs). The best fitting model of causal influences on reciprocal social behavior incorporated additive genetic influences and unique environmental influences. CONCLUSIONS: For school-age boys in the general population, reciprocal social behavior is highly heritable, with a genetic structure similar to that reported for autism in clinical samples. Continuous measures of reciprocal social behavior may be useful for characterizing the broader autism phenotype and may enhance the statistical power of genetic studies of autism.

Adolescent↗

PubMed2006

Applying the transtheoretical model to ethnically diverse women at risk for HIV.

The purpose of this study is to compare the reliability and predictability of transtheoretical model (TTM) constructs when applied to minority and White women at risk for HIV. Participants consisted of 332 women, including Blacks, Asians, Hispanics, Native Americans, other non-Whites, and Whites. The results supported the reliability and validity of the TTM variables for minority women as well as for White women. Hierarchical multiple regressions demonstrated that TTM variables were able to predict over and above demographic variables. Structural equation models indicate strong support for a mediational model in which the pros and cons predict condom stage of change and unprotected sex though the mediation of self-efficacy. This study provides strong support for TTM scales applied to minority as well as White women at risk for HIV. The authors discuss how these variables might be incorporated into interventions aimed at increasing condom use in minority women.

Adolescent↗

PubMed1998

A family based model of Hispanic adolescent substance use.

While adolescent substance use has been the focus of extensive research over the last few decades, Hispanic adolescent substance use has received only limited attention. Studies exploring predictors of Hispanic adolescent substance use have failed to adequately explore the contribution of the family on substance use. The present study examined the relative influence of family, school and peer influences, perceived student substance use, family substance use, and acculturation on a sample of Mexican-American early adolescents using structural equations modeling. The findings varied for males and females. Family functioning and family use directly influenced substance use for males. Family functioning influenced school and peer variables, however, these were unrelated to use. For females, family use and student use directly influenced substance use. Family functioning influenced family use and school and peer attachments. School and peer attachment predicted perceived student use. These findings suggest that family functioning has a primary role in Hispanic adolescent substance use.

Adolescent↗

PubMed2005

[Structural validity of the Short Form 36 (SF-36) in patients with rheumatic diseases].

BACKGROUND: Quality of life is gaining relevance as a criterion of success in therapeutic outcome studies. In order to record quality of life, disease-specific instruments are being used as well as generic instruments. Generic instruments offer the possibility to compare outcome among different indications; however for this it is necessary to prove the differential factorial validity of the instrument's structure. AIM OF THE STUDY: Using structural equation modeling the SF-36 was administered to a sample of patients with rheumatic diseases. The sensitivity to change of the measure was calculated after six months. Furthermore, age- and sex-specific scale values were calculated and compared with norm data. METHODS: SF-36 data of 436 patients as well as sex and age from two scientific rehabilitation research projects were pooled for this secondary analysis. RESULTS: The structure of the questionnaire proves to be acceptable and comparable with international results. The confirmatory analysis supports the best fit for a model with crossloadings assuming correlated main dimensions. Sensitivity to change is low in general. The best effect size is found for the subscale pain. The comparison with norm data shows that patients are impaired particularly within their physical health (regarding the SF subscales) both at the beginning of the treatment and after six months. In all age groups men have better conditions than women. CONCLUSIONS: The generic SF-36 show sufficient factorial validity. From this point of view there is no objection to using the SF-36 in patients with rheumatic diseases. Indeed the use of the SF summary scales as a representation of (uncorrelated) physical and mental health must be questioned critically.

Adolescent↗

PubMed1998

Resilience-recovery factors in post-traumatic stress disorder among female and male Vietnam veterans: hardiness, postwar social support, and additional stressful life events.

Structural equation modeling procedures were used to examine relationships among several war zone stressor dimensions, resilience-recovery factors, and post-traumatic stress disorder symptoms in a national sample of 1,632 Vietnam veterans (26% women and 74% men). A 9-factor measurement model was specified on a mixed-gender subsample of the data and then replicated on separate subsamples of female and male veterans. For both genders, the structural models supported strong mediation effects for the intrapersonal resource characteristic of hardiness, postwar structural and functional social support, and additional negative life events in the postwar period. Support for moderator effects or buffering in terms of interactions between war zone stressor level and resilience-recovery factors was minimal.

Adaptation, Psychological↗