Abstract
Background
The Beck Depression Inventory-II (BDI-II) is frequently used to evaluate bariatric patients in clinical and research settings; yet, there are limited data regarding the factor structure of the BDI-II with a bariatric surgery population.
Methods
Exploratory factor analysis (EFA) using principal axis factoring with oblimin rotation was employed with data from 1228 consecutive presurgical bariatric candidates. Independent t tests were used to examine potential differences between sexes. Confirmatory factor analysis (CFA) was conducted with the next 383 consecutive presurgical patients to evaluate the proposed model based on EFA results.
Results
EFA revealed three factors: negative perceptions, diminished vigor, and cognitive dysregulation, each with adequate internal consistency. Six BDI-II items did not load significantly on any of the three factors. CFA results largely supported the proposed model.
Conclusions
Results suggest that dimensions of depression for presurgical bariatric candidates vary from other populations and raise important caveats regarding the utility of the BDI-II in bariatric research.
Similar content being viewed by others
References
LeMont D, Moorehead MK, Parish MS et al. Suggestions for the pre-surgical psychological assessment of bariatric surgery candidates. October 2004. http://www.asbs.org/html/pdf/ PsychPreSurgicalAssessment.pdf.
Wadden TA, Sarwer DB. Behavioral assessment of candidates for bariatric surgery: a patient-oriented approach. Obes Res. 2006;14:53s–62.
Mitchell JE, Steffen KJ, de Zwann M, et al. Congruence between clinical and research-based psychiatric assessment in bariatric surgery candidates. Surg Obes Relat Dis. 2008;6(6):628–34. doi:10.1016/j.soard.2010.01.007.
Wadden TA, Butryn ML, Sarwer DB, et al. Comparison of psychosocial status in treatment-seeking women with class III vs. class I-II obesity. Surg Obes Relat Dis. 2006;2:138–45.
Thonney B, Pataky Z, Badel S, et al. The relationship between weight loss and psychosocial functioning among bariatric surgery patients. Am J Surg. 2010;199:183–8.
Andersen JR, Aasprang A, Bergsholm P, et al. Anxiety and depression in association with morbid obesity: changes with improved physical health after duodenal switch. Health Qual Life Outcomes. 2010;8:52.
Kalarchian MA, Marcus MD, Levine MD, et al. Relationship of psychiatric disorders to 6-month outcomes after gastric bypass. Surg Obes Relat Dis. 2008;4:544–9.
Beck AT, Steer RA, Brown GK. Beck Depression Inventory-Second Edition Manual. San Antonio: Psychological Corporation; 1996.
Masheb RM, White MA, Toth CM, et al. The prognostic significance of depressive symptoms for predicting quality of life 12 months after gastric bypass. Compr Psychiatry. 2007;48:231–6.
Ratcliff MB, Reiter-Purtill J, Inge TH, et al. Changes in depressive symptoms among adolescent bariatric candidates from preoperative psychological evaluation to immediately before surgery. Surg Obes Relat Dis. 2011;7:50–4.
Faulconbridge LF, Wadden TA, Berkowitz RI, et al. Changes in symptoms of depression with weight loss: results of a randomized trial. Obesity. 2009;17:1009–16.
Beck AT, Ward CH, Mendelson M, et al. An inventory for measuring depression. Arch Gen Psychiatry. 1961;4:561–71.
American Psychiatric Association. Diagnostic and statistical manual of mental disorders: DSM-IV. Washington DC: American Psychiatric Association; 1994.
Kneipp SM, Kairalla JA, Stacciarini J, et al. The Beck Depression Inventory-II factor structure among low-income women. Nurs Res. 2009;58:400–9.
Poole H, Bramwell R, Murphy P. Factor structure of the Beck Depression Inventory-II in patients with chronic pain. Clin J Pain. 2006;22:790–8.
Viljoen JL, Iverson GL, Griffiths S, et al. Factor structure of the Beck Depression Inventory-II in a medical outpatient sample. J Clin Psychol Med Settings. 2003;10:289–91.
Carvalho Bos S, Pereira AT, Marques M, et al. The BDI-II factor structure in pregnancy and postpartum: two or three factors. Eur Psychiatry. 2009;24:334–40.
Harris CA, D’Eon JL. Psychometric properties of the Beck Depression Inventory-second edition (BDI-II) in individuals with chronic pain. Pain. 2008;137:609–22.
Osman A, Downs WR, Barrios FX, et al. Factor structure and psychometric characteristics of the Beck Depression Inventory-II. J Psychopathol Behav Assess. 1997;19:359–76.
Hall BJ, Hood MM, Nackers LM, et al. Confirmatory factor analysis of the Beck Depression Inventory-II in bariatric surgery candidates. Psychol Assess. 2013;25(1):294–9.
Buckley TC, Parker JD, Heggie J. A psychometric evaluation of the BDI-II in treatment-seeking substance abusers. J Subst Abuse Treat. 2001;20:197–204.
Hayden MJ, Dixon JB, Dixon ME, et al. Confirmatory factor analysis of the Beck Depression Inventory in obese individuals seeking surgery. Obes Surg. 2010;20:432–9.
Krukowski RA, Friedman KE, Applegate KL. The utility of the Beck Depression Inventory in a bariatric surgery population. Obes Surg. 2010;20:426–31.
Fabricatore AN, Sarwer DB, Wadden TA, et al. Impression management or real change? Reports of depressive symptoms before and after the preoperative psychological evaluation for bariatric surgery. Obes Surg. 2007;17(9):1213–9.
Ambwani S, Boea AG, Brown JD, et al. Socially desirable responding by bariatric surgery candidates during psychological assessment. Surg Obes Relat Dis. 2013;9:300–5.
Still CD, Benotti P, Wood GC, et al. Outcomes of preoperative weight loss in high-risk patients undergoing gastric bypass surgery. Arch Surg. 2007;142:994–8.
Fabrigar LR, Wegener DT, MacCallum RC, et al. Evaluating the use of exploratory factor analysis in psychological research. Psychol Methods. 1999;4:272–99.
Costello AB, Osborne JW. Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Pract Assess Res Eval. 2005;10:1–9.
Stevens JP. Applied multivariate statistics for the social sciences. 5th ed. New York: Routledge/Taylor & Francis Group; 2009.
Steer RA, Ball R, Ranieri WF, et al. Dimensions of the Beck Depression Inventory-II in clinically depressed outpatients. J Clin Psychol. 1999;55:117–28.
Gorsuch RL. Exploratory factor analysis: its role in item analysis. J Pers Assess. 1997;68:532–60.
Comrey AL, Lee HB. A first course in factor analysis. 2nd ed. Hillsdale: Lawrence Erlbaum Associates; 1992.
Hu L, Bentler PM. Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct Equ Model. 1999;6:1–55.
Browne MW, Cudeck R. Alternative ways of assessing model fit. In: Bollen KA, Long JS, editors. Testing structural equation models. Beverly Hills: Sage; 1993. p. 136–62.
Brouwer D, Meijer RR, Zevalkink J. On the factor structure of the Beck Depression Inventory-II: G is the key. Psychol Assess. 2013;25(1):136–45.
Haslam N, Beck A. Subtyping major depression: a taxometric analysis. J Abnorm Psychol. 1994;103:686–92.
Hayes N. Foundations of psychology. 3rd ed. London: Thomson Learning; 2000.
United States Census Bureau. State & county quick facts: Montour County, Pennsylvania 2010. http://quickfacts.census.gov/qfd/states/42/42093.html.
DeMaria EJ, Pate V, Warthen M, et al. Baseline data from American Society for Metabolic and Bariatric Surgery-Designated Bariatric Surgery Centers of Excellence using the Bariatric Outcomes Longitudinal Database. Surg Obes Relat Dis. 2010;6:347–55.
Acknowledgments
Preparation of this manuscript was supported, in part, by NIH fellowship support from 1F32HD066939-01A (NICHD) awarded to Dr. Hayes.
Conflict of Interest
We report the following role of funding sources and conflicts of interest:
• Dr. Hayes received NIH fellowship support from 1F32HD066939-01A (NICHD).
• Dr. Napolitano received funding from the Living Heart Foundation.
• Dr. Foster served as a consultant to ConAgra Foods and Tate & Lyle during the time of this study. Dr. Foster is currently a full-time employee of Weight Watchers. Dr. Foster received grant funding from the American Beverage Association and Novo Nordisk. He also holds stock options in Weight Watchers.
• All other authors report no conflict of interest or financial disclosures.
Author information
Authors and Affiliations
Corresponding author
Additional information
The Center for Obesity Research and Education, Temple University, was the past affiliation for Hayes, Napolitano, and Foster at the time the original work was conducted.
Rights and permissions
About this article
Cite this article
Hayes, S., Stoeckel, N., Napolitano, M.A. et al. Examination of the Beck Depression Inventory-II Factor Structure Among Bariatric Surgery Candidates. OBES SURG 25, 1155–1160 (2015). https://doi.org/10.1007/s11695-014-1506-5
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11695-014-1506-5