Likert量表分析中不同IRT模型的有效性

5级Likert量表可直接分析,也可以转化为3级评分,或转化为2级评分。前二者可以采用等级IRT模型,后者可以采用2级IRT模型。研究表明2级IRT模型中的2参数模型是最适合的模型。多级评分模型与数据拟合也很好,而且等级越多测量精度越大。     

Psychometric Evaluation of the Factor Structure of the Teasing Questionnaire – Revised (TQ-R)

Recent literature has focused on the relation between childhood teasing and adulthood psychopathology, with the majority of this work dependent on a single measure, the Teasing Questionnaire-Revised (TQ-R; Storch et al. Journal of Anxiety Disorders 18:681–694, 2004). However, the factor structure and reliability of the TQ-R requires further examination. The present investigation reevaluated the factor structure of the TQ-R in two large samples. In Study 1, three previous factor models were investigated through confirmatory factor analyses (CFAs) in a large clinical sample. Due to their poor fit, exploratory factor analyses (EFAs) were used to investigate alternative factor models. In Study 2, the factor structure of the previous models and new models from Study 1 EFAs were investigated through CFAs and estimates of internal consistency in a large college sample. Together, these findings provided the most support for a new 21-item five factor model, identified in the Study 1 EFAs and supported by the Study 2 CFAs, with the content of the teasing subscales consistent with the constructs of anxiety, appearance, academics, weight, and height.     

Further Psychometric Evaluation of the Japanese Version of an Academic Self-Concept Scale

In the present study, the author replicated earlier research (Paik & Michael, 1999) seeking additional information on the reliability and construct validity of a Japanese academic self-concept scale, a 70-item questionnaire comprising S subscales (Aspiration, Anxiety, Academic Interest and Satisfaction, Leadership and Initiative, and Identification vs. Alienation). A sample of 1% Japanese high school students completed the scale. Internal consistency reliability for the S subscales ranged from .75 to .87. Confirmatory factor analyses performed on several alternative models showed that the a priori 5-factor model fit the observed data best—a finding consistent with the previous study. Results of Z tests revealed statistically significant score differences between genders and between high and low academic achievers.     

Further psychometric evaluation of the Japanese version of an academic self-concept scale

In the present study, the author replicated earlier research (Paik & Michael, 1999) seeking additional information on the reliability and construct validity of a Japanese academic self-concept scale, a 70-item questionnaire comprising 5 subscales (Aspiration, Anxiety, Academic Interest and Satisfaction, Leadership and Initiative, and Identification vs. Alienation). A sample of 196 Japanese high school students completed the scale. Internal consistency reliability for the 5 subscales ranged from .75 to .87. Confirmatory factor analyses performed on several alternative models showed that the a priori 5-factor model fit the observed data best-a finding consistent with the previous study. Results of Z tests revealed statistically significant score differences between genders and between high and low academic achievers.     

An item response theory analysis of the narcissistic personality inventory

This research uses item response theory methods to evaluate the Narcissistic Personality Inventory (NPI; Raskin & Terry, 1988). Analyses using the 2-parameter logistic model were conducted on the total score and the Corry, Merritt, Mrug, and Pamp (2008) and Ackerman et?al. (2011) subscales for the NPI. In addition to offering precise information about the psychometric properties of the NPI item pool, these analyses generated insights that can be used to develop new measures of the personality constructs embedded within this frequently used inventory.     

Cross-sectional and longitudinal confirmatory factor models for the german test anxiety inventory: A construct validation

Construct validity of the German Test Anxiety Inventory (TAI-G) was tested in two respects. Firstly, the purported four-dimensional structure of the TAI-G (comprising subscales Emotionality, Worry, Interference, and Lack of Confidence) as well as relations of the test anxiety dimensions to self-efficacy were tested. Secondly, the trait conception of the TAI-G was tested within the framework of Latent State-Trait theory. The TAI-G was given to a student sample (N=302) on three occasions with a time interval of 2 weeks along with a study-specific self-efficacy scale on occasion 1. Dimensionality assumptions as well as relations with self-efficacy were tested using cross-sectional second-order confirmatory factor analysis. The trait conception was tested separately for TAI-G subscales by specifying longitudinal confirmatory factor models (Latent State-Trait models) and by calculating variance proportions of manifest variables (Latent State-Trait coefficients) referring to different sources of systematic variance (person, situation, and method) based on parameter estimates of the models. Results were supportive of both the purported four-dimensional structure and hypothesized relationships to self-efficacy (i.e., acceptable model fit) as well as of the trait conception of test anxiety (i.e., acceptable model fit and high proportion of variance due to person component). Implications for further validation studies were discussed.     

Evidence of differential stability of state and trait anxiety in adults

This study used Structural Equation Modeling (SEM) to assess the differential longitudinal stabilities of state and trait anxiety. In 1985 and 1987, 227 adult volunteers (ages 22-78) rated themselves on established state and trait questionnaires. In addition, aggregated-state anxiety was measured by self-rated frequency of state anxiety experienced over the previous month. Analysis of split-half subscales from single Trait and State Anxiety scales showed the State Anxiety true score factor to have a significantly lower unstandardized autoregression coefficient (.57 vs. .91), indicating less longitudinal stability. Additional models found longitudinal factor correlations .90, .72, and .66 for Trait, Aggregate-State, and State Anxiety, respectively, further establishing the differential stability of each. There were no significant age differences in longitudinal stability or in within-occasion state-trait factor correlations.     

Unique contributions of anxiety sensitivity to avoidance: a prospective study in adolescents

Examination of the prospective relation between anxiety sensitivity (AS) and behavioral avoidance is largely absent from the literature. In a longitudinal study of a community sample of 2246 adolescents, participants completed the Anxiety Sensitivity Index (ASI; Reiss, Peterson, Gursky, & McNally (1986). Behaviour Research & Therapy, 24, 1-8), State-Trait Anxiety Inventory (STAI; Spielberger (1983). STAI: Manual for the Stait-Trait Anxiety Inventory. Palo Alto: Consulting Psychologists Press), and the Fear Questionnaire (Marks & Matthews (1979). Behaviour Research & Therapy, 17, 263-267) on an annual basis. To stringently test AS's ability to prospectively predict behavioral avoidance, linear regression was used to test whether AS factors predicted variance in follow-up behavioral avoidance scores after controlling for gender, trait anxiety, panic attacks, and baseline avoidance. Results indicted that the mental and physical subscales of the ASI predicted change in behavioral avoidance. The findings of the study are consistent with the view that AS may serve as a precursor to avoidant behavior and that, regardless of whether or not acute panic has been experienced, those who fear autonomic arousal may be more likely to avoid situations in which those sensations may be present.     

Competitive state anxiety and performance in young female rhythmic gymnasts

The study was designed to examine the competitive state anxiety and self-confidence of rhythmic gymnasts participating in the Greek national competition. 86 participants, ages 11 and 12 years, completed the Competitive State Anxiety Inventory-2, 1 hr. before competition. The athletes, classified by performance (high and low performance) and participation in the finals (finalists and nonfinalists), responded to the three subscales: Cognitive Anxiety, Somatic Anxiety, and Self-confidence. Analyses indicated differences in Self-confidence between high versus low performance groups and finalists versus nonfinalists. No significant differences were found on Cognitive and Somatic Anxiety. In a regression analysis, Self-confidence was the only significant predictor of performance for this sample. Implications refer to the development of strategies to enhance self-confidence in order to improve the gymnast's performance during competition.     

Assessment of nuclear anxiety among American students: stability over time, secular trends, and emotional correlates

Studies of reactions and attitudes toward nuclear war have progressed from the use of anecdotal evidence to multi-item psychological measures. Additional psychometric data and substantive results of the Nuclear Attitudes Questionnaire (NAQ; Newcomb, 1986) are reported here. Data from three independent samples of students from the United States collected in 1984, 1986, and 1987 were compared and contrasted. The 1986 data were obtained immediately following the Chernobyl nuclear power plant accident. Test-retest reliability of the NAQ items and subscales was quite high and comparable among samples and established the across-time stability of the measure. There were several secular trends across years on items and subscales, indicating some increased concern about nuclear power (particularly in 1986), but also a general increase in nuclear concerns, fears, and anxiety. Anticipated sex differences were found on many of the NAQ items and subscales. Correlations between the NAQ subscales and the nine SCL-90-R scales (Derogatis, 1977) were consistent for the 1986 and 1987 samples. In latent variable analyses, a general factor of Emotional Distress was significantly correlated with a general factor of Nuclear Anxiety, as well as specifically with nuclear concern and fear for the future.     

Precompetition anxiety in Chinese athletes

Precompetition anxiety and self-confidence were investigated in a sample of 132 male and 103 female Shanghai college athletes. The participants were administered the Competitive State Anxiety Inventory-2 of Martens, et al. 30 to 40 min. before competing in important track and field events or basketball games. Analysis by independent t tests showed that there were no sex differences in scores on the Cognitive Anxiety, Somatic Anxiety, or Self-confidence subscales; however, compared to those in team sports (basketball), athletes competing individually (track and field) scored significantly higher on the Somatic Anxiety subscale and significantly lower on the Self-confidence subscale. Comparisons with data from comparable North American samples indicated that Chinese athletes reported lower scores on Cognitive Anxiety and Somatic Anxiety but similar scores on Self-confidence.     

Measuring Clarity of and Attention to Emotions

To clarify what is actually measured by the trait version of the State-Trait Anxiety Inventory (STAI; Spielberger, Gorsuch, &; Lushene, 1970), we conducted a confirmatory factor analysis of various models and evaluated convergent and discriminant validity. The best fit was obtained with both a bifactor model, comprising 2 specific factors plus a general factor, and a 1-construct, 2-method model. The total score and the 2 method subscales of the STAI trait version were more strongly correlated with depression than with anxiety. In the bifactor model with 2 specific factors, the depression subscale showed stronger correlations with measures of depression than with measures of anxiety. The correlation of the hypothetical anxiety subscale with measures of depression was equivalent to or higher than its correlation with measures of anxiety. These results suggest that the questionnaire does not strictly evaluate anxiety but, rather, negative affect.     

The state-trait anxiety inventory, trait version: does it really measure anxiety?

To clarify what is actually measured by the trait version of the State-Trait Anxiety Inventory (STAI; Spielberger, Gorsuch, & Lushene, 1970), we conducted a confirmatory factor analysis of various models and evaluated convergent and discriminant validity. The best fit was obtained with both a bifactor model, comprising 2 specific factors plus a general factor, and a 1-construct, 2-method model. The total score and the 2 method subscales of the STAI trait version were more strongly correlated with depression than with anxiety. In the bifactor model with 2 specific factors, the depression subscale showed stronger correlations with measures of depression than with measures of anxiety. The correlation of the hypothetical anxiety subscale with measures of depression was equivalent to or higher than its correlation with measures of anxiety. These results suggest that the questionnaire does not strictly evaluate anxiety but, rather, negative affect.     

Associations among family adaptability and cohesion,interparental conflict,and tactics used during young adults' conflict with parents

The Statistics Anxiety Rating Scale has 51 items, each scored on a 5-point rating scale to measure statistics anxiety with six subscales, Worth of Statistics, Interpretation Anxiety, Test and Class Anxiety, Computational Self-concept, Fear of Asking for Help, and Fear of Statistics Teachers. Psychometric properties included analyses of construct and concurrent validities an internal consistency and test-retest reliability. 221 college students (74% women; M age=28 yr.) in elementary statistics courses at several southwestern state universities participated. The findings are consistent with previous reports and indicate adequate concurrent validity, internal consistency, and split-half reliability, but for construct validity confirmatory factor analysis yielded marginal support.     

Psychometric properties of the screen for child anxiety related emotional disorders (SCARED) among elementary school children in Finland

Anxiety disorders are the most common mental disorders in children and youth. Effective screening methods are needed to identify children in need of treatment. The Screen for Child Anxiety Related Emotional Disorders (SCARED) questionnaire is a widely used tool to assess childhood anxiety. We aim toevaluate the psychometric properties of the SCARED questionnaire, test the SCARED factor structure, and evaluate the prevalence of anxiety symptoms in a community sample of Finnish elementary school children, based on both a child and parent report. The sample included all pupils (n = 1,165) in grades 2 through 6 (ages 8–13) in four elementary schools in the city of Turku, Finland. Children completed a Finnish translation of the SCARED questionnaire at school, with one parent report questionnaire per child completed at home. In total, 663 child‐parent dyads (56.9%) completed the questionnaire. Internal consistency was high for both child and parent reports on all subscales (0.71–0.92), except for school avoidance (0.57 child, 0.63 parent report). Inter‐rater reliability ranged from poor to fair across subscales (intraclass correlation 0.27–0.47). Self‐reported anxiety scores were higher than the parent reported scores. Females had significantly higher total scores than males based on the child reports (p = 0.003), but not the parent reports. In the confirmatory factor analysis, hypothesized models did not have a good fit with the data, and modification was needed. The Finnish SCARED questionnaire has good internal consistency. Low child‐parent agreement calls for the importance of including both child and parental reports in the assessment of anxiety symptoms.     

Psychometric Properties of the State-Trait Inventory for Cognitive and Somatic Anxiety (STICSA) in Friendship Dyads

Recently, Gros, Antony, Simms, and McCabe (2007) demonstrated support for the psychometric properties of a new measure of state and trait anxiety, the State-Trait Inventory for Cognitive and Somatic Anxiety (STICSA). In the present study, we further investigated the STICSA-Trait Version in 127 friendship dyads with a self-report from one participant (target) and an other-report of the target from a friend (informant). Consistent with previous research, confirmatory factor analyses supported the 2-factor structure of the STICSA-Trait in the target and informant reports. Moreover, the STICSA-Trait Cognitive and Somatic Anxiety subscales showed acceptable convergent and discriminant validity with related measures of anxiety. In addition, the STICSA-Trait subscales demonstrated adequate internal consistency and self-other agreement across the target and informant reports. Together, these findings provide additional support for the STICSA-Trait subscales as reliable and valid measures of cognitive and somatic anxiety.     

The characteristics of separation-individuation in Turkish High School students

The aim of the present study was examine the characteristics of separation-individuation in Turkish high school students and to investigate the contribution of sociodemographic variables on this second individuation process of adolescence. The sample consisted of 618 adolescents between the ages of 14 and 18 in three urban and two rural high schools (338 females and 280 males). Measures used included a demographic questionnaire and the Separation-Individuation Test of Adolescence (SITA), developed by Levin, Green, and Millon (1986). Results indicated that the 16-year-old group had significantly higher mean scores on the Engulfment Anxiety, Dependency Denial, and Rejection Expectancy subscales than the 15-year-old group. Males had significantly higher scores on the Practicing-Mirroring subscale than girls. Tenth graders had significantly higher mean scores on the Practicing-Mirroring, Nurturance Seeking, Peer Enmeshment, Teacher Enmeshment, and Healthy Separation subscales but the mean scores on the Dependency Denial and Engulfment Anxiety subscales decreased. The means scores on the Practicing-Mirroring, Dependency, Denial, Separation Anxiety, Teacher Enmeshment, and Rejection Expectancy subscales were significantly different among the socioeconomic status groups. Also, rural adolescents can be distinguished from urban counterparts by their increased tendency to perceive themselves as self-centered, to experience separation anxiety, to seek close interpersonal ties with caretakers, teachers, and peers, and by an integration of needs for dependence and independence. The general pattern of results investigating the separation-individuation development of Turkish adolescents suggested that compared with individualistic Western cultures, Turkish culture stressed the importance of connection as well as separation and psychic restructuring and interpersonal relatedness changes leading to an autonomous self within relational contexts.     

Self report assessment of anxiety: a cross validation of the Lehrer Woolfolk Anxiety Symptom Questionnaire in three populations.

This study was meant to investigate the psychometric properties and clinical utility of the Lehrer Woolfolk Anxiety Symptom Questionnaire (LWASQ), an instrument for assessment of somatic, behavioral and cognitive aspects of anxiety. Confirmatory factor analysis on data from social phobics (n = 108), normal adults (n = 103) and normal adolescents (n = 650) showed that the three original factors were strongly replicated in each sample. The three subscales appeared to have high internal consistency, while data on convergent and divergent validity were satisfactory. In addition, the subscales did very well in discriminating between phobic patients and normals, and were able to detect treatment effects. In the discussion the instrument is compared with other self report measures of anxiety dimensions, like the Cognitive Somatic Anxiety Questionnaire (CSAQ) and the Worry-Emotionality Scale (WES). It is suggested that similar questionnaires, adjusted to the separate anxiety disorders, should be developed.     

Testing Differential Item Functioning in Small Samples

Abstract

Differential item functioning (DIF) is a pernicious statistical issue that can mask true group differences on a target latent construct. A considerable amount of research has focused on evaluating methods for testing DIF, such as using likelihood ratio tests in item response theory (IRT). Most of this research has focused on the asymptotic properties of DIF testing, in part because many latent variable methods require large samples to obtain stable parameter estimates. Much less research has evaluated these methods in small sample sizes despite the fact that many social and behavioral scientists frequently encounter small samples in practice. In this article, we examine the extent to which model complexity—the number of model parameters estimated simultaneously—affects the recovery of DIF in small samples. We compare three models that vary in complexity: logistic regression with sum scores, the 1-parameter logistic IRT model, and the 2-parameter logistic IRT model. We expected that logistic regression with sum scores and the 1-parameter logistic IRT model would more accurately estimate DIF because these models yielded more stable estimates despite being misspecified. Indeed, a simulation study and empirical example of adolescent substance use show that, even when data are generated from / assumed to be a 2-parameter logistic IRT, using parsimonious models in small samples leads to more powerful tests of DIF while adequately controlling for Type I error. We also provide evidence for minimum sample sizes needed to detect DIF, and we evaluate whether applying corrections for multiple testing is advisable. Finally, we provide recommendations for applied researchers who conduct DIF analyses in small samples.     

Using item response theory to study the convergent and discriminant validity of three questionnaires measuring cigarette dependence

To determine whether the Cigarette Dependence Scale, the Fagerstr?m Test for Nicotine Dependence, and the Nicotine Dependence Syndrome Scale (NDSS) reliably and correctly assessed both weakly and severely dependent individuals, the authors collected data via Internet from 2,435 current smokers, from 2004 to 2007. They used a 2-parameter item response model to determine the difficulty and discrimination of each question and used correlations between latent scores to assess convergent and discriminant validity. The reliability of all scales was close to or exceeded .70. Both the Cigarette Dependence Scale and the Fagerstr?m Test for Nicotine Dependence had 1 misfitting item. Each NDSS scale had at least 2 misfitting items. The information curve of each of the questionnaires peaked between -2 and 2 and was low at both extremes. All questionnaires had adequate reliability and were more informative for a medium level of the underlying cigarette dependence continuum than for both extremes of this continuum. The correlations between latent scores indicated good convergent validity between questionnaires and low discriminant validity between NDSS subscales, except for Tolerance. This result suggests that nicotine dependence may not be composed of 5 dimensions but may be unidimensional and distinct from reduced sensitivity to the effects of smoking (Tolerance).