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braz j psychiatry 2019 mar apr 41 2 122 130 doi 10 1590 1516 4446 2018 0006 brazilian psychiatric association 00000000 0002 7316 1185 original article psychometric properties of the ...

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                                                                                                                               Braz J Psychiatry. 2019 Mar-Apr;41(2):122-130
                                                                                                                                             doi:10.1590/1516-4446-2018-0006
                                                                                                                                                  Brazilian Psychiatric Association
                                                                                                                                                                              00000000-0002-7316-1185
                    ORIGINAL ARTICLE
                    Psychometric properties of the Liebowitz Social Anxiety
                    Scale in a large cross-cultural Spanish and Portuguese
                    speaking sample
                                                  1                                2    ´               3                                4                         4
                    Vicente E. Caballo,                 Isabel C. Salazar, Vıctor Arias, Stefan G. Hofmann, Joshua Curtiss ; CISO-
                    AResearch Team
                    1                        ´                                                 ˜   2                     ´     ´                                    ˜   3
                     Facultad de Psicologıa, Universidad de Granada, Granada, Espana. Centro de Psicologıa Clınica FUNVECA, Granada, Espana. Facultad
                                 ´                                                      ˜   4
                    dePsicologıa, Universidad de Salamanca, Salamanca, Espana. Department of Psychological and Brain Sciences, Boston University, Boston,
                    MA, USA.         https://orcid.org/0000-0002-2767-8028
                                   Objective: To examine the psychometric properties of the Liebowitz Social Anxiety Scale-Self Report
                                   (LSAS-SR) based on a large sample recruited from 16 Latin American countries, Spain, and Portugal.
                                   Methods: Two groups of participants were included: a non-clinical sample involving 31,243 com-
                                   munity subjects and a clinical sample comprising 529 patients with a diagnosis of social anxiety
                                   disorder (SAD). Exploratory factor analysis (EFA), confirmatory factor analysis (CFA) and exploratory
                                   structural equation modeling (ESEM) were used in order to determine the psychometric properties of
                                   the LSAS-SR.
                                   Results: EFA identified five factors with eigenvalues greater than 1.00 explaining 50.78% of the cumula-
                                   tive variance. CFA and ESEM supported this 5-factor structure of the LSAS-SR. The factors included:
                                   1) speaking in public; 2) eating/drinking in front of other people; 3) assertive behaviors; 4) working/writing
                                   while being observed; and 5) interactions with strangers. Other psychometric properties such as inter-
                                   factor correlations, invariance, reliability, and validity of the scale were also found.
                                   Conclusion:Psychometricdatasupporttheinternal consistency and convergent validity of the LSAS-
                                   SR. It seems to be a valid and reliable measure of global social anxiety for Spanish and Portuguese-
                                   speaking countries, although when considering a multidimensional approach (factor-based assessment)
                                   it seems to be lacking some relevant social situations that are feared in those countries.
                                   Keywords: Social anxiety disorder; questionnaires; psychometrics; cross-cultural comparison
                    Introduction                                                                      be single, of a lower socioeconomic status, and under-
                                                                                                                   3
                                                                                                      educated. The economic burden of this condition to both
                                                                                                                                                                    5
                    Social anxiety disorder (SAD) or social phobia refers to                          society and the individual is also significant. Because
                    a ‘‘marked fear or anxiety about one or more social                               of its high prevalence and societal burden, SAD has
                    situations in which the individual is exposed to possible                         attracted increasing attention from researchers in recent
                                               1
                    scrutiny by others.’’        SAD is among the most prevalent                      decades, leading to innovations in both the treatment
                    anxiety disorders, with 12-month prevalence rates of                              and assessment of this condition. Numerous measures
                                                                      2
                    6.8%intheUnitedStatesofAmerica. Nevertheless, little                              have been developed to assess this condition, ranging from
                    is known about the prevalence of SAD in Spanish and                               semi-structured interviews to self-report inventories.
                    Portuguese-speaking countries. Extant epidemiological                                Oneof the most commonly used self-report SAD mea-
                    surveys suggest a 12-month SAD prevalence rate of 0.60%                           sures internationally is the Liebowitz Social Anxiety Scale
                    in Spain, 2.8% in Colombia, 2.60% among Mexican women,                            (LSAS).6 The original 24-item semi-structured interview
                    and 1.40% among Mexican men.2 The prevalence of this                              involves a two-factor model with separate subscales to
                    condition in Portugal and other Latin American countries                          assess fear and avoidance of situations involving social
                    remains unknown.                                                                  interaction and performance/observation by others. How-
                       SADhasbeenassociatedwith substantial functional and                            ever, the two-factor model has been shown to provide
                    occupational impairment, a chronic, unremitting course, an                        an inadequate fit of the data, and a self-report version
                    elevated risk of comorbid depression,3 and lower social                           (LSAS-SR) divided into four subscales was proposed
                           4                                                                                    7-9
                    skills.  Specifically, individuals with SAD are more likely to                     instead.      This four-dimensional factor structure has been
                                                                                   ´
                    Correspondence: Vicente E. Caballo, Facultad de Psicologıa, Universi-             Howtocite this article: Caballo VE, Salazar IC, Arias V, Hofmann
                    dad de Granada, Campus de la Cartuja, s/n, 18071 Granada, Spain.                  SG, Curtiss J; CISO-A Research Team. Psychometric properties of
                    E-mail: vcaballo@ugr.es                                                           the Liebowitz Social Anxiety Scale in a large cross-cultural Spanish
                    Submitted Aug 16 2017, accepted Jan 11 2018, Epub Oct 11 2018.                    andPortuguesespeakingsample. Braz J Psychiatry. 2019;41:122-130.
                                                                                                      http://dx.doi.org/10.1590/1516-4446-2018-0006
                                                                                                                                   Liebowitz Social Anxiety Scale        123
                                        10,11
            used in many studies.              Nevertheless, different studies            Rica, 1.44%Honduras,2.63%Bolivia,1.92%ElSalvador,
            with various populations have detected a different number                     0.63% Dominican Republic, and 1.22% Guatemala). The
                                    12       8       13      14                   15
            of factors – three,        four, five,       six,    or even eight.            sample included 56.71% women (M = 25.10 years, SD =
            These studies usually only factor-analyze the fear or                         9.87) and 43.14% men (M = 26.00 years, SD = 10.43),
                                  8,12,13
            anxiety subscale,             because factor analysis of the fear             with 0.15% of participants not reporting their gender.
            andavoidance subscales produces similar results.12,14 Thus                    Regarding education and type of occupation, 58.89% were
            the fear or anxiety subscale is usually the only one analyzed.                higher education students, 14.99% were workers with a
               Regarding the psychometric properties of the LSAS-                         college diploma, 9.58% were secondary education students,
            SR, the literature has reported good test-retest reliability,                 8.69% were workers with no higher education, and 7.22%
            adequate internal consistency, and adequate convergent                        did not match any of the former categories (e.g., housewife,
                                            10,13
            and discriminant validity,            even in versions translated             retired, or unemployed). No data on occupation were avai-
                                        15-17
            into other languages.             The LSAS-SR has also been                   lable for 0.63% of the participants.
            used to establish the convergent validity of other self-                         The second group of participants consisted of 529
            report measures of social anxiety, such as the Social                         patients (M age = 31.73 years, SD = 11.96, range = 16-72)
            Phobia Inventory (SPIN),18 the Social Phobia and Anxiety                      from 13 countries (164 Spain, 112 Mexico, 64 Brazil,
            Inventory (SPAI),19 the Social Interaction Anxiety Scale                      59Argentina, 44 Colombia, 31 Peru, 27 Chile, 11 Portugal,
                                                                      20
            (SIAS) and the Social Phobia Scale (SPS),                     and the         10Uruguay,threeVenezuela,twoBolivia,onePanama,and
            short forms of the SIAS and the SPS.21 Furthermore, it is                     one Puerto Rico); there were 337 women (M = 32.61 years,
            commonly used to assess treatment outcomes in SAD                             SD = 12.14) and 192 men (M = 30.18 years, SD = 11.49).
            patients receiving pharmacological treatment6,22 or cog-                      For inclusion in this group, patients had to meet a pri-
                                            23
            nitive-behavioral therapy.                                                    mary diagnosis of SAD according to the criteria of the
               Although the psychometric properties of the LSAS-SR                                      26 or ICD-10.27 Each center conducted its own
                                                                                          DSM-IV-TR
            have been examined in different countries, few studies                        diagnostic assessment of individual patients. Patients with
            have been conducted in Spanish or Portuguese-speaking                         aDSM-IV-TRorICD-10diagnosisofSADwereincludedin
                         17,19,24,25 The aim of this study was to examine
            countries.                                                                    the study even if they had other disorders in addition to
            the factor structure, invariance, internal consistency, and                   SAD(Table 1).
            convergent validity of the LSAS-SR with clinical and                             A second inclusion criterion was a score X 60 on the
            non-clinical samples from Spain, Portugal, and 16 Latin                                    28 It should be noted that although Mennin et al.
                                                                                          LSAS-SR.
            American countries.                                                           used a score of 60 as indicative of generalized social
                                                                                          anxiety disorder (GSAD) and of 30 as non-GSAD (NSAD),
            Methods                                                                       apreviousBrazilian study found scores between 52 and 81
                                                                                          for moderate phobia.17 Furthermore, it has been found that
            Participants                                                                  while 21% of a Spanish non-clinical sample scored higher
                                                                                          than 60 on the LSAS-SR, this percentage rose to 68% with
            The first group of participants consisted of 31,243 non-                       acutoff score of 30.29 Given these results, a cutoff score of
            clinical individuals (mean age [M] = 25.50 years, standard                    60 was considered more appropriate than a score of 30 for
            deviation [SD]= 10.13, range: 16-87 years) from 18 coun-                      the present sample.
            tries (22.68% Mexico, 18.19% Colombia, 12.30% Spain,                             Patients were excludedfor several reasons (e.g., five or
            9.82% Peru, 7.75% Brazil, 3.84% Argentina, 3.35%                              more unanswered items, presence of psychotic disorders,
            Uruguay, 3.06% Venezuela, 1.75% Puerto Rico, 3.30%                            SAD not the primary diagnosis – which in fact was the
            Portugal, 3.37% Chile, 1.91% Paraguay, 0.82% Costa                            main reason for exclusion). From a pool of 907 patients
            Table 1 Distribution of patients by psychiatric disorder
                                                                                                                    n (%)
             Psychiatric disorders                                                                     Women                     Men                    Total
             SAD                                                                                     119 (22.49)             81 (15.31)              200 (37.81)
             SAD+otheranxiety disorder                                                                49 (9.26)               36 (6.80)              85 (16.07)
             SAD+mooddisorder                                                                        104 (19.66)              37 (6.99)              141 (26.65)
             SAD+otheranxiety disorder + mood disorder                                                 6 (1.13)                6 (1.13)               12 (2.26)
             SAD+avoidant personality disorder                                                         1 (0.19)                4 (0.76)                5 (0.94)
             SAD+personality disorder (except avoidant)                                               18 (3.40)                7 (1.32)               25 (4.72)
             SAD+otheranxiety disorder + personality disorder (except avoidant)                        4 (0.76)                1 (0.19)                5 (0.94)
             SAD+eating disorder                                                                      17 (3.21)                 0 (0)                 17 (3.21)
             SAD+eating disorder + personality disorder (except avoidant)                              4 (0.76)                 0 (0)                  4 (0.76)
             SAD+substance use disorder                                                                  0 (0)                 8 (1.51)                8 (1.51)
             SAD+mooddisorder + substance use disorder                                                 3 (0.57)                3 (0.57)                6 (1.13)
             SAD+oneotherdisorder (not included above)                                                 8 (1.51)                7 (1.32)               15 (2.83)
             SAD+twootherdisorders (not included above)                                                2 (0.38)                1 (0.19)                3 (0.57)
             SAD+threeother disorders (not included above)                                             2 (0.38)                1 (0.19)                3 (0.57)
             Total                                                                                   337 (63.70)             192 (36.30)              529 (100)
              Data presented as n (%).
              SAD=social anxiety disorder.
                                                                                                                                               Braz J Psychiatry. 2019;41(2)
      124        VE Caballo et al.
                 diagnosed with SAD, 529 satisfied all the inclusion cri-              administered to 529 patients with SAD and to 31,243 non-
                 teria. Regarding occupation, 25.14% were workers with                clinical participants from the community. Given that we
                 a college diploma, 20.60% were workers with no college               did not find significant differences among Spain, Portugal,
                 diploma, 17.58% were higher education students from                  andmostLatinAmericancountriesregardingassessment
                 different majors, 7.75% were secondary education students,           of social anxiety,29,31 we grouped all these countries
                 1.89% were higher education psychology students, 0.76%               together for analysis. For the assessment of the clinical
                 were psychologists, and 23.63% did not match any of the              group, our collaborators administered the two question-
                 former categories (e.g., housewife, retired or unemployed).          naires (LSAS-SR and SAQ) individually to patients. For the
                 No data on occupational status were obtained for the                 non-clinical sample, the questionnaires were administered
                 remaining 14 patients.                                               to groups of subjects. Collaborators working in high schools,
                                                                                      colleges, or universities administered the questionnaires to
                 Measures                                                             people in classes and meetings of teachers or professors.
                                                                                      Those working in companies convened voluntary meetings
                 Liebowitz Social Anxiety Scale (LSAS)6                               for workers. No compensation was provided to participants.
                                                                                         The two questionnaires were sent to each collaborator
                 The LSAS is a 24-item interviewer-rated instrument that              and in order to derive the Portuguese version, both
                 assesses fear/anxiety and avoidance of specific social                questionnaires were translated and back-translated from
                 situations. Each of the 24 items serves to assess both               Portuguese to English (LSAS-SR) or Spanish (SAQ) until
                 variables. Respondents are asked to rate their fear/anxiety          agreement was reached between translators. Both ques-
                 (LSAS-anxietysubscale)onafour-pointscalerangingfrom                  tionnaires were administered together, but the order of
                 0 (none) to 3 (severe), and avoidance (LSAS-avoidance                administration was random.
                 subscale) on a four-point scale ranging from 0 (never) to 3
                 (usually). The total score is obtained by adding the scores          Ethical considerations
                 obtained on both subscales. The LSAS has also been used
                 as a self-report instrument (LSAS-SR) in the literature with         Participation in the study was voluntary and the ques-
                                                10,13
                 these same characteristics.          With regard to the psy-         tionnaires were filled out anonymously. Informed verbal
                 chometric characteristics of the Spanish version, one study          consent was obtained from all respondents, who were
                                                   25 and another study repor-
                 reported a four-factor structure                                     free to withdraw at any time or to refuse to answer the
                                   19
                 ted five-factors.      A Portuguese version of the scale              questionnaires. The study and all its procedures were
                                                  17
                 showedafive-factorstructure.         Reportedreliability indices      approved by Spain’s Ministry of Science and Technology.
                 are adequate.19,24,25 In this way, these last three studies          This study does not break the agreements of the Helsinki
                 have found scores for internal consistency (Cronbach’s               Declaration.
                 alpha) of 0.93, 0,83, and 0,87, respectively, for the LSAS-
                 anxiety subscale. Split-half reliability coefficient (Guttman)        Data analysis
                                         19                                 25
                 found has been 0.90,       and test-retest reliability 0.89.
                                                                                      Tocross-validate the factor structure of the LSAS-SR, the
                 Social Anxiety Questionnaire for Adults (SAQ)29-31                   total sample of 31,243 individuals was randomly split in
                                                                                      two halves (n =15,566; n =15,677). There were missing
                 The SAQ is a 30-item self-reported questionnaire which                               1            2
                                                                                      data in 2.19% of the responses to the LSAS-SR. Given
                 was empirically developed in Spanish and Portuguese                  the low rate of missing data, and also the absence of evi-
                 speaking countries to assesses five dimensions of social              dence incompatible with a missing completely at random
                 anxiety: 1) speaking in public/talking with people in authority;     structure, pairwise deletion was used to handle the miss-
                 2) interactions with the opposite sex; 3) assertive expres-                    33,34
                                                                                      ing data.
                 sion of annoyance, disgust, or displeasure; 4) criticism and            First, we conducted an exploratory analysis with
                 embarrassment; and 5) interactions with strangers. Each              parallel analysis and exploratory factor analysis (EFA) to
                 item is answered on a five-point Likert scale to indicate             examine the internal structure of the LSAS-SR. Parallel
                 the level of unease, stress, or nervousness in response to           analysis was implemented with LSAS-SR anxiety sub-
                 each social situation: 1 = not at all or very slight; 2 = slight;    scaledatafromsubsample1usingtheMonteCarlopro-
                 3 = moderate; 4 = high; and 5 = very high or extremely               cedure with 1,000 replications. Parallel analyses compared
                 high. Cronbach’s alpha for the total scale has been shown            the eigenvalues extracted from the observed correla-
                 to range from 0.88 to 0.93,29-31 with split-half reliability
                                                                      32              tion matrix to be analyzed with the eigenvalues obtained
                 coefficients (Guttman) ranging from 0.90 to 0.93.       Regard-       from uncorrelated normal variables (parallel components
                 ing the five dimensions, Cronbach’s alpha ranged from 0.74            derived from random data). EFA(unweighted leastsquares
                 to 0.90,29-31 with split-half reliability coefficients (Guttman)                                            35
                                             32                                       with direct oblimin oblique rotation)    wascomputedonthe
                 rangingfrom0.57to0.95.                                               first subsample of non-clinical participants. We conduc-
                                                                                      ted separate EFAs on the fear/anxiety and the avoidance
                 Procedure                                                            items. Because we obtained similar results with both
                                                                                      subscales and because their distinctiveness has been
                 Our CISO-A Research Team consists of researchers                     questioned,8,19 we decided to continue the analysis with
                 and psychologists from Spain, Portugal, and most Latin               only the fear/anxiety subscale. We also conducted an EFA
                 American countries. The LSAS-SR and the SAQ were                     with the clinical sample.
      Braz J Psychiatry. 2019;41(2)
                                                                                                                                   Liebowitz Social Anxiety Scale        125
               Then, we tested the factor structure of the LSAS-SR                        country has negligible influence on the measurement model
            anxiety subscale unveiled by EFA results using confirma-                       would not be rejected. Conversely, if the M12 fit is sub-
            tory factor analysis (CFA)36 and exploratory structural                       stantially better than that of M10 and M11, possibly certain
            equation modeling (ESEM).37 ESEM models have been                             items would be at risk of differential functioning.
            recently developed to address a common limitation of                             Finally, we analyzed the mean differences between
            CFAmodels, which often produce overly restrictive mea-                        clinical and non-clinical samples in the factors and sub-
            surement models that do not provide acceptable good-                          scales of the LSAS-SR, reporting their effect sizes
            ness of fit for most psychological instruments.38 The                          (Cohen’s d), as well as the differences in latent means
            ESEM model is a special case of CFA in which the                              expressed in SDs of the clinical group from the general
            assumption that the cross-loadings are 0 is relaxed, so                       group, as estimated from the scalar invariance model. These
            that both models can be considered nested and their fit                                                                                       36
                                                                                          differences are directly interpretable as a Cohen’s d.
                            37 The CFA and ESEM were completed with                          All statistical analyses were performed using Statistica
            comparable.
                                                                                                       41                       42                             43
            the second non-clinical subsample of participants (n =                        version 12,     SPSSversion 22,          and MPlus version 7.4.
                                                                                  2
            15,677) using weighted least squares with adjusted
            means and variances (WLSMV) estimation. Four models                           Results
            weretested: M1 = unifactorial model; M2 = two correlated
            factors model (social interaction and performance situa-                      Exploratory and CFA of the LSAS-SR
            tions of the original model); M3 = four-correlated factors
            model (social interaction, public speaking, observation by                    The results of parallel analyses of subsample 1 with the
            others, and eating and drinking in public of the Safren’s                     LSAS-SR anxiety subscale showed that the five-factor
            model); M4 = five-correlated factors model; and M5 =                           solution was the best fit for the data, given that only the
            ESEM. These same five models were also examined in                             eigenvalues of these five factors were greater than the
            the clinical sample.                                                          randomly generated eigenvalues.
               To appraise overall model fit, a number of fit indices                          Furthermore, the EFA with the LSAS-SR anxiety sub-
            were examined, including the root mean square error of                        scale identified five factors with eigenvalues greater than
            approximation (RMSEA), comparative fit index (CFI), and                        1.00, explaining 50.78% of the cumulative variance. The
            Tucker-Lewis index (TLI). Values of the RMSEA exceed-                         five factors were the following: 1) speaking in public (six
            ing 0.07 indicate poor fit, whereas values X 0.90 would                        items); 2) eating/drinking in front of other people (four
            indicate acceptable fit for the CFI and TLI.                                   items); 3) assertive behaviors (four items); 4) working/
               Subsequently, we estimated the correlations among the                      writing while being observed (two items); and 5) interac-
            factors of the LSAS-SR, internal consistency (Cronbach’s                      tions with strangers (five items) (Table 2). All items loaded
            alpha), and the convergent validity of the instrument with                    above 0.40 on only one factor except for items 7 and 13,
            another self-report measure of social anxiety (i.e., the SAQ)                 which loaded above 0.40 on two factors. Thus, items
            for the non-clinical and clinical samples separately.                         7 and 13 were assigned to factors 2 and 3, respectively,
               In the case of invariance by country, and given the                        because those are the individual factors with which these
            large number of groups involved, Multiple Indicators                          items were most strongly associated. Items 1, 14, and
                                                      39 were used, according
            Multiple Causes models (MIMIC)                                                18 did not load above 0.40 on any factor. In order to
                                                                    40 In a MIMIC
            to the procedure described in a former study.                                 empirically test the redundant contribution of the avoid-
            model, the grouping variable (previously dummy-coded)                         ancesubscale,anEFAwasalsoperformed.Weidentified
            acts as a predictor of either the latent or the observed                      the same five factors explaining 48.58% of the cumulative
            variables. Three nested MIMIC models were estimated:                          variance. Eighteen items from the EFA of this subscale
            1) A null model (M10) in which the paths between the                          loaded above 0.40 on the same factors as the anxiety
                grouping variable and the other terms of the model were                   subscale.Item7loadedstronglyontwofactorsanditem1
                set to 0 (zero); M10 reflects the null hypothesis that the                 did not load above 0.40 on any factor.
                country of origin has no effect either on thresholds (i.e.,                  Thebestfactorsolutionfortheclinicalsamplebasedon
                scalar invariance holds) or on latent variables (i.e., there              the scree test was again a five-factor structure with eigen-
                is no country-dependent differences in LSAS-SR scores).                   values greater than 1.00, explaining 47.23% of the cumu-
            2) An invariant model (M11) in which the paths leading from                   lative variance. The first factor, interactions with strangers
                the grouping variable to the factors were freely estimated,               (eigenvalue: 5.91, items: 1, 10, 11, 12), explained 24.61%
                setting the paths to the observable variables at 0 (zero).                of the variance. The second factor, speaking in public
            3) A saturated model (M12) in which the paths leading to                      (eigenvalue: 1.84, items: 5, 6, 15, 16, 20), explained 7.68%
                factors were set to 0 (zero), but the paths from the                      of the total variance. Factor 3, working/writing while being
                grouping variable to all observable indicators were freely                observed (eigenvalue: 1.52, items: 8, 9), explained 6.33%
                estimated (i.e., hypothesizing the non-invariance of                      of the variance. Factor 4, assertive behaviors (eigenvalue:
                measurement relative to the country of origin).                           1.41, items: 13, 17, 18, 22, 24), explained 5.89% of the
                                                                                          variance. Finally, factor 5, eating/drinking in front of other
               Once the three models were estimated, M10 was                              people (eigenvalue: 1.32, items: 2, 3, 4, 7), explained
            compared with M11 and M12. Since M11 and M12 are                              5.51%ofthe variance. All items loaded above 0.40 on only
            more parameterized than M10, they should tend to a                            onefactor. Items 14, 19, and 21 did not load above 0.40 on
            better fit. However, if the M10 fit is not substantially                        any factor. Seventeen of the 24 items loaded on the same
            worse than that of the other models, the hypothesis that the                  factors as observed for non-clinical subsample 1.
                                                                                                                                               Braz J Psychiatry. 2019;41(2)
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...Braz j psychiatry mar apr doi brazilian psychiatric association original article psychometric properties of the liebowitz social anxiety scale in a large cross cultural spanish and portuguese speaking sample vicente e caballo isabel c salazar vctor arias stefan g hofmann joshua curtiss ciso aresearch team facultad de psicologa universidad granada espana centro clnica funveca depsicologa salamanca department psychological brain sciences boston university ma usa https orcid org objective to examine self report lsas sr based on recruited from latin american countries spain portugal methods two groups participants were included non clinical involving com munity subjects comprising patients with diagnosis disorder sad exploratory factor analysis efa conrmatory cfa structural equation modeling esem used order determine results identied ve factors eigenvalues greater than explaining cumula tive variance supported this structure public eating drinking front other people assertive behaviors wor...

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