Identifying sub-categories of social fears using an alternative factor analytic structure of the Social Phobia and Anxiety Inventory
Introduction
The widely used Social Phobia and Anxiety Inventory (SPAI; Turner et al., 1989a; Turner et al., 1996) is a highly reliable tool in the differential diagnosis of social phobia (e.g. Beidel et al., 1989; Herbert et al., 1991; Peters, 2000) and social anxiety assessment in the general population, claiming to measure “aspects of social phobia across a wide range of social situations and settings” (Turner et al., 1996, p. 2). Its 109 items are rated on a 7-point scale (1=never, 7=always; Turner et al., 1989a), and, following an averaging procedure during scoring, make up a 32-item Social Phobia (SP) subscale and a 13-item Agoraphobia (AG) subscale. SP assesses cognitive, physiological, affective, and behavioral (avoidance and escape) social anxiety symptoms. The AG subscale is subtracted from SP to derive a purer social anxiety difference score (Turner et al., 1996).
Seventeen SP items contain multiple questions each (pertaining to four situations - strangers, authority figures, members of the opposite sex and people in general), which are averaged to derive a single score for each set of items. For example, item 15 has the stem “I have trouble expressing my opinion to” followed by four questions each answered separately: “strangers”, “people in authority”, “members of the opposite sex”, “people in general”. The item is scored by averaging the rating of the four separate questions.1 We propose that the potentially valuable clinical information provided by these separate questions, of the 17 quadruple-items assessing distress in different social settings, is typically not adequately utilized to accurately describe the concerns of the person assessed when using the averaging procedure described in the manual, in contrast with the manual's claim that it assesses social anxiety in different situations. Previous efforts at the psychometric evaluation of the SPAI have also ignored this source of variance, at odds with current conceptualizations of social anxiety (SA) suggesting that this may best be represented on a continuum, where the number of different social fears reported correlates with severity (Skocic et al., 2015). This study addresses the factor structure of the SPAI, when all 109 questions are taken into consideration.
The SPAI has shown excellent psychometric properties in both clinical and community samples (Turner et al., 1989a, Turner et al., 1996), including high reliability with adults and adolescents (a>0.85 for all subscales, Clark et al., 1994; Turner et al., 1989a), test-retest reliability and discriminant and convergent validity with other SA measures (Beidel et al., 1989, García-López et al., 2001, Herbert et al., 1991, Olivares et al., 2002, Osman et al., 1995, Osman et al., 1996, Rodebaugh et al., 2000). It has been found useful for assessing treatment outcome (Beidel et al., 1993, García-López et al., 2005), while international standardizations have yielded further evidence for its psychometric soundness and utility, e.g. its Dutch (Bögels and Reith, 1999), German, (Fydrich, 2002), Spanish (García-López et al., 2001), Chilean (Olivares et al., 2010) and other versions.
Several studies have examined the SPAI factor structure, (Table 1) either to confirm the validity of the two subscales (SP, AG), or to explore additional dimensions (Baños et al., 2007, Olivares et al., 1999, Osman et al., 1995, Osman et al., 1996). Findings are for the most part consistent, supporting the integrity of SP and AG and the existence of 4 or 5 sub-dimensions within SP. Specifically, Turner et al. (1989b) confirmed the occurrence of SP and AG and suggested a five-factor SP structure (i.e. individual interactions, group interactions, cognitive and somatic complaints, avoidance, and being the focus of attention). Osman et al., 1995, Osman et al., 1996, replicated both the five-factor structure for SP (but with several items having to be excluded for poor fit), the two-factor structure (SP/AG) and the viability of a one-factor model for SP. Similar findings were obtained by Baños et al. (2007) in a Spanish sample. Olivares et al. (1999) confirmed the existence of two oblique factors corresponding to SP and AG, did not find support for a one-factor solution for SP, and did not replicate the five-factor SP model. Instead, they suggested a four-factor model, of social interactions, avoidance and escape, physical and somatic symptoms and focus of attention. Recently, Bunnell et al. (2013) supported the invariance of SP/AG in clinical and non-clinical samples and between genders.
To date, the only published study to our knowledge that has examined the factor structure that emerges if all 109 SPAI items are taken into account is by Caballo et al. (2013) who found, using EFA, that in addition to the factors describing SA symptoms, a 6th factor emerged describing anxiety in specific situations dealing with members of the opposite sex and people in general (i.e. sub-items of the 17 quadruples). However, the use of EFA, rather than CFA, which would have allowed for second order and/or distinct latent factors to describe these “situation” effects, may have resulted in only a glimpse of these factors, and in fact let the authors to question the validity of the SPAI. They suggested, however, as we do in the present study, that using only the mean scores of the quadruple items may sacrifice the richness of the assessment information that this tool can obtain. The present study explores an alternative factor structure, allowing the utilization of all items, highlighting the ability of the SPAI to capture a comprehensive profile of social fears.
This goal is in line with the DSM-5 revision of the criteria for social anxiety disorder diagnosis (APA, 2013), where the distinction between generalized and specific social phobia was dropped in recognition of the wide diversity of social fears presented by patients. Instead, the specifier of “performance situations only” was set to characterize the subset of patients who present with only a specific fear of public performance, most commonly public speaking. According to Kessler and Stein (1998), this subtype is much less prevalent and impairing and therefore the focus of prevention and treatment should be on the majority of individuals who present with multiple social fears, as number of social fears seems to correlate with severity (Skocic et al., 2015). The SPAI, given the large breadth of situations it addresses, may be a valuable tool in determining the range of such social fears. Knowing specifically the number and type of situations that cause distress to the individual is of value both for research purposes in the better understanding of the phenomenology of this disorder, and particularly for clinical purposes in setting treatment goals (e.g. exposure hierarchies) and tracking treatment progress in specific domains of dysfunction.
Τhe current study received approval by the National Bioethics Committee and was conducted in Cyprus. Its aim is a) to examine the factor structure of the Greek translation of the SPAI extending prior findings regarding the integrity of the two main subscales and the existence of underlying dimensions in SP (Olivares et al., 1999, Osman et al., 1995, Turner et al., 1989a). Four SP substantive factors were expected as found previously based on the fact that studies finding a five-factor structure allowed items to cross-load on the individual and group interactions subscales, when some of these items do not seem to describe group interactions at face value (e.g. item 9 “I feel anxious in social situations with strangers, people of the opposite sex, people in authority, people in general”). b) To further evaluate the meaningfulness of the substantive factors in relation to relevant constructs (self-focused attention, anxiety sensitivity, avoidance, demographic characteristics), measured with respective instruments. Previous psychometric evaluations did not provide correlations of the observed SP dimensions with other measures, creating the need for their further content validation. c) As its primary aim the study evaluates a new model where in addition to the four substantive SP factors, factors pertaining to the 4 different situations where symptoms are experienced were included and were expected to explain additional variance, resulting in improved model fit. This novel factor structure, made up of 4 substantive and 4 situation factors is expected to incorporate all 96 SP items (and all 109 items with the addition of the AG scale to the model), allowing the assessment of anxiety in different contexts.
Section snippets
Participants
This study combines two samples (total N=568) who completed the SPAI as part of a larger study on predictors of social anxiety. The first sample consisted of college students from the University of Cyprus and both their parents (N=294 total). The remaining 274 participants were all college students from the same University. The modal educational level of the parent participants was high-school (31% of parents had at least some college education). Their place of residence was 64% city and 36%
Model 1: two-factor structure for SPAI 45 items
The two factor model was examined after the 21 quadruple questions were averaged based on the manual to result in 32 SP items and 13 AG items. The purpose of this model evaluation was to verify in a confirmatory manner that the SP and AG provide meaningful information and that all items load on their appropriate factor, replicating previous studies. Unlike Olivares et al. (1999) and Osman et al. (1995) no items were a priori excluded from the analysis. A small number of error terms were allowed
Discussion
This study aimed to replicate the factorial structure of the SPAI in a Greek-Cypriot sample, and to further the psychometric analysis and utility of this tool by proposing an alternative factor structure. In addition to incorporating its 4 already identified substantive factors reflecting SA symptoms and concerns, the new structure includes factors reflecting situations in which these symptoms are experienced, without deleting items or allowing for cross-loadings, a strength of the current
Funding
This project was partially funded through the Republic of Cyprus, EU structural funds and the Cyprus Research Promotion Foundation, grant NEAΥΠΟΔΟΜΗ/ΣΤΡΑΤΗ/0309/37.
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