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Testing the Measurement Invariance of the Body Image Acceptance and Action Questionnaire Between Women With and Without Binge-Eating Disorder Symptomatology: Further Evidence for an Abbreviated Five-Item Version

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Abstract

The Body Image Acceptance and Action Questionnaire (BI-AAQ), a measure designed to assess body image flexibility, was originally developed for and psychometrically investigated with nonclinical populations, but it has been recently administered to people with binge-eating disorder (BED) symptomatology. Tests of measurement invariance are needed to understand whether the BI-AAQ operates in the same way for BED and non-BED populations, thereby ensuring meaningful comparison across these groups. We thus tested the measurement invariance of the BI-AAQ in participants with and without clinically significant BED symptomatology. Data were analyzed from 358 community-based participants. Participants were either classified as with (n = 179) or without (n = 179) "probable BED" based on self-reported symptom frequency. An unacceptable model fit was found across both groups, indicating that the unidimensional structure of the BI-AAQ was not replicated. We then sought to confirm the unidimensional structure of a recently proposed five-item version of the BI-AAQ. A unidimensional structure of this abbreviated version was replicated, and tests of measurement variance were upheld. Internal consistency, convergent validity, and incremental validity were documented for both the original and abbreviated BI-AAQ across individuals with and without BED symptomatology. Present findings provide further psychometric support for an abbreviated five-item BI-AAQ, although it is important for future research to replicate both the full and abbreviated BI-AAQ in more diverse samples. Overall, an abbreviated BI-AAQ may be an attractive alternative for researchers studying body image flexibility. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
Testing the Measurement Invariance of the Body Image Acceptance and
Action Questionnaire Between Women With and Without Binge-Eating
Disorder Symptomatology: Further Evidence for an Abbreviated
Five-Item Version
Jake Linardon and Mariel Messer
Deakin University
Sohee Lee
Arizona State University
Matthew Fuller-Tyszkiewicz
Deakin University
The Body Image Acceptance and Action Questionnaire (BI-AAQ), a measure designed to assess body
image flexibility, was originally developed for and psychometrically investigated with nonclinical
populations, but it has been recently administered to people with binge-eating disorder (BED) symp-
tomatology. Tests of measurement invariance are needed to understand whether the BI-AAQ operates in
the same way for BED and non-BED populations, thereby ensuring meaningful comparison across these
groups. We thus tested the measurement invariance of the BI-AAQ in participants with and without
clinically significant BED symptomatology. Data were analyzed from 358 community-based partici-
pants. Participants were either classified as with (n179) or without (n179) “probable BED” based
on self-reported symptom frequency. An unacceptable model fit was found across both groups, indicating
that the unidimensional structure of the BI-AAQ was not replicated. We then sought to confirm the
unidimensional structure of a recently proposed five-item version of the BI-AAQ. A unidimensional
structure of this abbreviated version was replicated, and tests of measurement variance were upheld.
Internal consistency, convergent validity, and incremental validity were documented for both the original
and abbreviated BI-AAQ across individuals with and without BED symptomatology. Present findings
provide further psychometric support for an abbreviated five-item BI-AAQ, although it is important for
future research to replicate both the full and abbreviated BI-AAQ in more diverse samples. Overall, an
abbreviated BI-AAQ may be an attractive alternative for researchers studying body image flexibility.
Public Significance Statement
This study enhances our understanding on the assessment of body image flexibility in binge-eating
disorder. Suggestions for using this measure in an abbreviated form in clinical and nonclinical
populations are provided.
Keywords: body image flexibility, binge eating, eating disorder, psychometric properties
Body image has been thought of as a multidimensional construct
comprised of both positive and negative features with behavioral,
perceptual, and attitudinal components (Smolak & Cash, 2011).
Research has traditionally focused on describing, explaining, and
predicting negative body image in the absence of considering
positive body image (e.g., Cash, 2012;Kearney-Cooke & Tieger,
2015). For example, several theoretical models have garnered
support in understanding precipitating and perpetuating factors of
negative body image, and more recent research demonstrates that
distinct negative components of body image differentially predict
various ill-health outcomes (Linardon, Fuller-Tyszkiewicz, de la
Piedad Garcia, Messer, & Brennan, 2019;Linardon et al., 2018a,
2018b;Lydecker, White, & Grilo, 2017). Such work has helped
inform effective prevention and intervention strategies for negative
body image (Alleva, Sheeran, Webb, Martijn, & Miles, 2015).
However, focusing on minimizing negative body image without
considering how to promote positive body image is a limitation, as
it said to have limited a comprehensive understanding of body
image, and may have prevented the development of more potent
interventions (Tylka & Wood-Barcalow, 2015). Thus, the impor-
This article was published Online First July 25, 2019.
XJake Linardon and Mariel Messer, School of Psychology, Deakin
University; Sohee Lee, Department of Psychology, Arizona State Univer-
sity; Matthew Fuller-Tyszkiewicz, School of Psychology, Deakin Univer-
sity.
Correspondence concerning this article should be addressed to Jake
Linardon, School of Psychology, Deakin University, 221 Burwood, High-
way, Burwood, VIC 3125, Australia. E-mail: jake.linardon@deakin.edu.au
This document is copyrighted by the American Psychological Association or one of its allied publishers.
This article is intended solely for the personal use of the individual user and is not to be disseminated broadly.
Psychological Assessment
© 2019 American Psychological Association 2019, Vol. 31, No. 11, 1368–1376
ISSN: 1040-3590 http://dx.doi.org/10.1037/pas0000761
1368
... The BI-AAQ has a unidimensional structure and has consistently yielded reliable scores across a relatively wide range of populations. Internal consistency estimates have fluctuated around 0.90 to 0.95 across samples of college students, men, women, and participants clinically diagnosed with an eating disorder (e.g., Lee et al., 2017;Linardon et al., 2019Linardon et al., , 2020Sandoz et al., 2013;Timko et al., 2014). The BI-AAQ has also passed several tests of convergent and incremental construct validity, with BI-AAQ total scores consistently emerging as a unique predictor of general psychological flexibility/inflexibility, body image, and eating disorder symptoms (Linardon et al., 2020;Sandoz et al., 2013;Timko et al., 2014). ...
... The BI-AAQ has been translated and validated into at least three languages: Portuguese, both in Portugal (Ferreira et al., 2011) andBrazil (Lucena-Santos et al., 2017), Greek (Karekla et al., 2020) and Chinese (He et al., 2021). Overall, the unidimensional factor structure of the BI-AAQ has held, not perfectly, but reasonably well across a diversity of samples that include college students (Sandoz et al., 2013), male and female adults (Linardon et al., 2020), heterosexual women and women with other sexual orientations (Soulliard & Vander Wal, 2022), and participants with eating disorders (e.g., Lee et al., 2017;Linardon et al., 2019). The most common findings across studies that examine the psychometric properties of the BI-AAQ are that the one-factor structure is supported by adequate to excellent fit indices (e.g., Ferreira et al., 2011;Sandoz et al., 2013;He et al., 2020), that in many instances eliminating "item 6" substantively improves fit (e.g., Linardon et al., 2019Linardon et al., , 2020Lucena-Santos et al., 2017), and that multi-group analyses often find weak to strong measurement invariance across disparate samples (e.g., Linardon et al., 2019Linardon et al., , 2020Lucena-Santos et al., 2017). ...
... Overall, the unidimensional factor structure of the BI-AAQ has held, not perfectly, but reasonably well across a diversity of samples that include college students (Sandoz et al., 2013), male and female adults (Linardon et al., 2020), heterosexual women and women with other sexual orientations (Soulliard & Vander Wal, 2022), and participants with eating disorders (e.g., Lee et al., 2017;Linardon et al., 2019). The most common findings across studies that examine the psychometric properties of the BI-AAQ are that the one-factor structure is supported by adequate to excellent fit indices (e.g., Ferreira et al., 2011;Sandoz et al., 2013;He et al., 2020), that in many instances eliminating "item 6" substantively improves fit (e.g., Linardon et al., 2019Linardon et al., , 2020Lucena-Santos et al., 2017), and that multi-group analyses often find weak to strong measurement invariance across disparate samples (e.g., Linardon et al., 2019Linardon et al., , 2020Lucena-Santos et al., 2017). ...
... Subsequently, the BI-AAQ-5, an abbreviated form of the BI-AAQ, was created by Basarkod et al. [21] using genetic algorithms. Both the comprehensive and shortened versions of the BI-AAQ have exhibited robust psychometric properties when applied to assess clinical and non-clinical samples of adults [11,22,23]. Moreover, translations of the English-language BI-AAQ have been completed for a multitude of languages, such as Mandarin Chinese [24], Greek [25], Portuguese [26], and Spanish [27]. ...
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... The original BIAAQ-12 and the abbreviated BIAAQ-5 showed adequate and excellent model fit, respectively, in the full sample and in men and women (see Table 1). The BIAAQ-5 was retained for subsequent analyses given its superior model fit, which is aligned with previous validation studies (Linardon et al., 2019(Linardon et al., , 2020. ...
... The Body Image-Acceptance and Action Questionnaire-5 (BI-AAQ-5) [22] was used to evaluate participants' body image flexibility. The BI-AAQ-5 was an abbreviated version of the original version [3] with comparable performance [22,23]. It contained 5 items rated on a 7-point Likert-type scale (1 = never true to 7 = always true). ...
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Unhealthy dietary behaviors and body dissatisfaction are becoming increasingly common among college students. Understanding the association between body image flexibility and intermittent fasting is particularly meaningful, especially for medical college students. This study aimed to investigate the association between body image flexibility and intermittent fasting among medical students. We conducted a cross-sectional study with 5138 medical college students at Jitang College of North China University of Science and Technology. Univariate and multivariate logistic regression were used to evaluate the association between body image flexibility and intermittent fasting. Subgroup analysis and interaction tests were further used to examine the possible interaction between body image flexibility and intermittent fasting. In this study, 1329 (25.87%) students had intermittent fasting behavior. After adjustment for confounding factors, there was a negative association between body image flexibility and intermittent fasting (OR = 0.94, 95%CI = 0.93 to 0.95, p < 0.001). A significant interaction between body image flexibility and intermittent fasting was found in gender, academic year, major, and monthly living expenses (p for interaction < 0.05). E-value analysis suggested there was unlikely to be an unmeasured confounding. This association could contribute to the establishment of personalized health intervention strategies and provide recommendations for promoting the physical and mental health of medical students.
... Based on structural equation modeling, the BI-AAQ-5 performed comparably to the original 12-item version as evidenced by a positive association with self-compassion, and negative associations with body dissatisfaction, weight stigma, internalization of physical appearance norms in society, and poorer mental health. A recent study of the BI-AAQ-5 among women with and without binge eating symptoms supported the BI-AAQ-5′s unidimensional factor structure and psychometric properties (Linardon, Messer, Lee, & Fuller-Tyszkiewicz, 2019). Another study also found support for its unidimensional factor structure and invariance between predominantly White women and men (Linardon, Messer, Lisboa, Newton, & Fuller-Tyszkiewicz, 2020); interestingly, the researchers examined the factor structure of the full version of the BI-AAQ and did not find support for its unidimensional factor structure, further suggesting benefits in using the BI-AAQ-5. ...
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