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Published in: Obesity Surgery 4/2010

01-04-2010 | Clinical Research

Confirmatory Factor Analysis of the Beck Depression Inventory in Obese Individuals Seeking Surgery

Authors: Melissa J. Hayden, John B. Dixon, Maureen E. Dixon, Paul E. O’Brien

Published in: Obesity Surgery | Issue 4/2010

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Abstract

Background

The Beck Depression Inventory (BDI) is frequently employed as measure of depression in studies of obesity. The aim of the study was to assess the factorial structure of the BDI in obese patients prior to bariatric surgery.

Methods

Confirmatory factor analysis was conducted on the current published factor analyses of the BDI. Three published models were initially analysed with two additional modified models subsequently included. A sample of 285 patients presenting for Lap-Band® surgery was used.

Results

The published bariatric model by Munoz et al. was not an adequate fit to the data. The general model by Shafer et al. was a good fit to the data but had substantial limitations. The weight loss item did not significantly load on any factor in either model. A modified Shafer model and a proposed model were tested, and both were found to be a good fit to the data with minimal differences between the two. A proposed model, in which two items, weight loss and appetite, were omitted, was suggested to be the better model with good reliability.

Conclusions

The previously published factor analysis in bariatric candidates by Munoz et al. was a poor fit to the data, and use of this factor structure should be seriously reconsidered within the obese population. The hypothesised model was the best fit to the data. The findings of the study suggest that the existing published models are not adequate for investigating depression in obese patients seeking surgery.
Literature
1.
go back to reference Redlinger RN. The prevalence and etiology of nongenetic obesity and associated disorders. South Med J. 2008;101(4):395–9. Redlinger RN. The prevalence and etiology of nongenetic obesity and associated disorders. South Med J. 2008;101(4):395–9.
2.
go back to reference Access Economics. The growing cost of obesity in 2008: three years on. Canberra: report for diabetes Australia. PTY Limited for Diabetes Australia, August 2008. Access Economics. The growing cost of obesity in 2008: three years on. Canberra: report for diabetes Australia. PTY Limited for Diabetes Australia, August 2008.
3.
go back to reference Britt H, Miller GC, Charles J, et al. General practice activity in Australia 2006–07. Canberra: Australian Institute of Health and Welfare; 2008. General Practice series no. 21. Britt H, Miller GC, Charles J, et al. General practice activity in Australia 2006–07. Canberra: Australian Institute of Health and Welfare; 2008. General Practice series no. 21.
4.
go back to reference WHO. Obesity: preventing and managing the global epidemic. Report of a WHO consultation. World Health Organ Tech Rep Ser. 2000;894:1–253. WHO. Obesity: preventing and managing the global epidemic. Report of a WHO consultation. World Health Organ Tech Rep Ser. 2000;894:1–253.
5.
go back to reference Halmi KA, Long M, Stunkard AJ, et al. Psychiatric diagnosis of morbidly obese gastric bypass patients. Am J Psychiatry. 1980;137(4):470–2.PubMed Halmi KA, Long M, Stunkard AJ, et al. Psychiatric diagnosis of morbidly obese gastric bypass patients. Am J Psychiatry. 1980;137(4):470–2.PubMed
6.
go back to reference Werrij MQ, Mulkens S, Hospers HJ, et al. Overweight and obesity: the significance of a depressed mood. Patient Educ Couns. 2005;62:126–31.CrossRefPubMed Werrij MQ, Mulkens S, Hospers HJ, et al. Overweight and obesity: the significance of a depressed mood. Patient Educ Couns. 2005;62:126–31.CrossRefPubMed
7.
go back to reference Gertler R, Ramsey-Stewart G. Pre-operative psychiatric assessment of patients presenting for gastric bariatric surgery (surgical control of morbid obesity). Aust N Z J Surg. 1986;56(2):157–61.CrossRefPubMed Gertler R, Ramsey-Stewart G. Pre-operative psychiatric assessment of patients presenting for gastric bariatric surgery (surgical control of morbid obesity). Aust N Z J Surg. 1986;56(2):157–61.CrossRefPubMed
8.
go back to reference Glinski J, Wetzler S, Goodman E. The psychology of gastric bypass surgery. Obes Surg. 2001;11:581–8.CrossRefPubMed Glinski J, Wetzler S, Goodman E. The psychology of gastric bypass surgery. Obes Surg. 2001;11:581–8.CrossRefPubMed
9.
go back to reference Larsen F. Psychosocial function before and after gastric banding surgery for morbid obesity. A prospective psychiatric study. Acta Psychiatr Scand, Suppl. 1990;359:1–57. Larsen F. Psychosocial function before and after gastric banding surgery for morbid obesity. A prospective psychiatric study. Acta Psychiatr Scand, Suppl. 1990;359:1–57.
10.
go back to reference Powers PS, Rosemurgy A, Boyd F, et al. Outcome of gastric restriction procedures: weight, psychiatric diagnoses, and satisfaction. Obes Surg. 1997;7:471–7.CrossRefPubMed Powers PS, Rosemurgy A, Boyd F, et al. Outcome of gastric restriction procedures: weight, psychiatric diagnoses, and satisfaction. Obes Surg. 1997;7:471–7.CrossRefPubMed
11.
go back to reference Sarwer DB, Cohn NI, Gibbons LM, et al. Psychiatric diagnoses and psychiatric treatment among bariatric surgery candidates. Obes Surg. 2004;14:1148–56.CrossRefPubMed Sarwer DB, Cohn NI, Gibbons LM, et al. Psychiatric diagnoses and psychiatric treatment among bariatric surgery candidates. Obes Surg. 2004;14:1148–56.CrossRefPubMed
12.
go back to reference Beck AT, Beamesderfer A. Assessment of depression: the depression inventory. Mod Probl Pharmacopsychiatry. 1974;7:151–69.PubMed Beck AT, Beamesderfer A. Assessment of depression: the depression inventory. Mod Probl Pharmacopsychiatry. 1974;7:151–69.PubMed
13.
go back to reference Walfish S, Vance D, Fabricatore AN. Psychological evaluation of bariatric surgery applicants: procedures and reasons for delay or denial of surgery. Obes Surg. 2007;17(12):1578–83.CrossRefPubMed Walfish S, Vance D, Fabricatore AN. Psychological evaluation of bariatric surgery applicants: procedures and reasons for delay or denial of surgery. Obes Surg. 2007;17(12):1578–83.CrossRefPubMed
14.
go back to reference Delin CR, Watts JM, Bassett DL. An exploration of the outcomes of gastric bypass surgery for morbid obesity: patient characteristics and indices of success. Obes Surg. 1995;5(2):159–70.CrossRefPubMed Delin CR, Watts JM, Bassett DL. An exploration of the outcomes of gastric bypass surgery for morbid obesity: patient characteristics and indices of success. Obes Surg. 1995;5(2):159–70.CrossRefPubMed
15.
go back to reference Dixon JB, Dixon ME, O’Brien PE. Depression in association with severe obesity: changes with weight loss. Arch Intern Med. 2003;163(17):2058–65.CrossRefPubMed Dixon JB, Dixon ME, O’Brien PE. Depression in association with severe obesity: changes with weight loss. Arch Intern Med. 2003;163(17):2058–65.CrossRefPubMed
16.
go back to reference Dymek MP, le Grange D, Neven K, et al. Quality of life and psychosocial adjustment in patients after Roux-en-Y gastric bypass: a brief report. Obes Surg. 2001;11(1):32–9.CrossRefPubMed Dymek MP, le Grange D, Neven K, et al. Quality of life and psychosocial adjustment in patients after Roux-en-Y gastric bypass: a brief report. Obes Surg. 2001;11(1):32–9.CrossRefPubMed
17.
go back to reference Nickel C, Widermann C, Harms D, et al. Patients with extreme obesity: change in mental symptoms three years after gastric banding. Int J Psychiatry Med. 2005;35(2):109–22.CrossRefPubMed Nickel C, Widermann C, Harms D, et al. Patients with extreme obesity: change in mental symptoms three years after gastric banding. Int J Psychiatry Med. 2005;35(2):109–22.CrossRefPubMed
18.
go back to reference Ryden O, Hedenbro JL, Frederiksen SG. Weight loss after vertical banded gastroplasty can be predicted: a prospective psychological study. Obes Surg. 1996;6:237–43.CrossRef Ryden O, Hedenbro JL, Frederiksen SG. Weight loss after vertical banded gastroplasty can be predicted: a prospective psychological study. Obes Surg. 1996;6:237–43.CrossRef
19.
go back to reference Waters GS, Pories WJ, Swanson MS, et al. Long-term studies of mental health after the Greenville gastric bypass operation for morbid obesity. Am J Surg. 1991;161(1):154–7. discussion 7–8.CrossRefPubMed Waters GS, Pories WJ, Swanson MS, et al. Long-term studies of mental health after the Greenville gastric bypass operation for morbid obesity. Am J Surg. 1991;161(1):154–7. discussion 7–8.CrossRefPubMed
20.
go back to reference Alger SA, Malone M, Cerulli J, et al. Beneficial effects of pharmacotherapy on weight loss, depressive symptoms, and eating patterns in obese binge eaters and non-binge eaters. Obes Res. 1999;7(5):469–76.PubMed Alger SA, Malone M, Cerulli J, et al. Beneficial effects of pharmacotherapy on weight loss, depressive symptoms, and eating patterns in obese binge eaters and non-binge eaters. Obes Res. 1999;7(5):469–76.PubMed
21.
go back to reference Brownell KD, Stunkard AJ. Couples training, pharmacotherapy, and behavior therapy in the treatment of obesity. Arch Gen Psychiatry. 1981;38(11):1224–9.PubMed Brownell KD, Stunkard AJ. Couples training, pharmacotherapy, and behavior therapy in the treatment of obesity. Arch Gen Psychiatry. 1981;38(11):1224–9.PubMed
22.
go back to reference Chaput JP, Drapeau V, Hetherington M, et al. Psychobiological impact of a progressive weight loss program in obese men. Physiol Behav. 2005;86(1–2):224–32.CrossRefPubMed Chaput JP, Drapeau V, Hetherington M, et al. Psychobiological impact of a progressive weight loss program in obese men. Physiol Behav. 2005;86(1–2):224–32.CrossRefPubMed
23.
go back to reference Fossati M, Amati F, Painot D, et al. Cognitive–behavioral therapy with simultaneous nutritional and physical activity education in obese patients with binge eating disorder. Eat Weight Disord. 2004;9(2):134–8.PubMed Fossati M, Amati F, Painot D, et al. Cognitive–behavioral therapy with simultaneous nutritional and physical activity education in obese patients with binge eating disorder. Eat Weight Disord. 2004;9(2):134–8.PubMed
24.
go back to reference Painot D, Jotterand S, Kammer A, et al. Simultaneous nutritional cognitive–behavioural therapy in obese patients. Patient Educ Couns. 2001;42(1):47–52.CrossRefPubMed Painot D, Jotterand S, Kammer A, et al. Simultaneous nutritional cognitive–behavioural therapy in obese patients. Patient Educ Couns. 2001;42(1):47–52.CrossRefPubMed
25.
go back to reference Wadden TA, Stunkard AJ, Liebschutz J. Three-year follow-up of the treatment of obesity by very low calorie diet, behavior therapy, and their combination. J Consult Clin Psychol. 1988;56(6):925–8.CrossRefPubMed Wadden TA, Stunkard AJ, Liebschutz J. Three-year follow-up of the treatment of obesity by very low calorie diet, behavior therapy, and their combination. J Consult Clin Psychol. 1988;56(6):925–8.CrossRefPubMed
26.
go back to reference Wadden TA, Vogt RA, Andersen RE, et al. Exercise in the treatment of obesity: effects of four interventions on body composition, resting energy expenditure, appetite, and mood. J Consult Clin Psychol. 1997;65(2):269–77.CrossRefPubMed Wadden TA, Vogt RA, Andersen RE, et al. Exercise in the treatment of obesity: effects of four interventions on body composition, resting energy expenditure, appetite, and mood. J Consult Clin Psychol. 1997;65(2):269–77.CrossRefPubMed
27.
go back to reference Beck AT, Rush AJ, Shaw BF, et al. Cognitive therapy of depression. New York: Guilford Press; 1979. Beck AT, Rush AJ, Shaw BF, et al. Cognitive therapy of depression. New York: Guilford Press; 1979.
28.
go back to reference Beck AT, Steer RA, Garbin MG. Psychometric properties of the Beck depression inventory: twenty-five years of evaluation. Clin Psychol Rev. 1998;8:77–100.CrossRef Beck AT, Steer RA, Garbin MG. Psychometric properties of the Beck depression inventory: twenty-five years of evaluation. Clin Psychol Rev. 1998;8:77–100.CrossRef
29.
go back to reference Plumb MM, Holland J. Comparative studies of psychological function in patients with advanced cancer—I. Self-reported depressive symptoms. Psychosom Med. 1977;39(4):264–76.PubMed Plumb MM, Holland J. Comparative studies of psychological function in patients with advanced cancer—I. Self-reported depressive symptoms. Psychosom Med. 1977;39(4):264–76.PubMed
30.
go back to reference Clark DC, vonAmmon Cavanaugh S, Gibbons RD. The core symptoms of depression in medical and psychiatric patients. J Nerv Ment Dis. 1983;171(12):705–13.PubMedCrossRef Clark DC, vonAmmon Cavanaugh S, Gibbons RD. The core symptoms of depression in medical and psychiatric patients. J Nerv Ment Dis. 1983;171(12):705–13.PubMedCrossRef
31.
go back to reference Steer RA, Iguchi MY, Platt JJ. Use of the revised Beck depression inventory with intravenous drug users not in treatment. Psychol Addict Behav. 1992;6(4):225–32.CrossRef Steer RA, Iguchi MY, Platt JJ. Use of the revised Beck depression inventory with intravenous drug users not in treatment. Psychol Addict Behav. 1992;6(4):225–32.CrossRef
32.
go back to reference Beck AT, Steer RA. Manual for the Beck depression inventory. San Antonio: Psychological Corporation; 1987. Beck AT, Steer RA. Manual for the Beck depression inventory. San Antonio: Psychological Corporation; 1987.
33.
go back to reference Beck AT, Steer RA, Garbin MG. Psychometric properties of the Beck depression inventory: twenty-five years of evaluation. Clin Psychol Rev. 1988;8(1):77–100.CrossRef Beck AT, Steer RA, Garbin MG. Psychometric properties of the Beck depression inventory: twenty-five years of evaluation. Clin Psychol Rev. 1988;8(1):77–100.CrossRef
34.
go back to reference Shafer AB. Meta-analysis of the factor structures of four depression questionnaires: Beck, CES-D, Hamilton, and Zung. J Clin Psychol. 2006;62(1):123–46.CrossRefPubMed Shafer AB. Meta-analysis of the factor structures of four depression questionnaires: Beck, CES-D, Hamilton, and Zung. J Clin Psychol. 2006;62(1):123–46.CrossRefPubMed
35.
go back to reference Munoz DJ, Chen E, Fischer S, et al. Considerations for the use of the Beck depression inventory in the assessment of weight-loss surgery seeking patients. Obes Surg. 2007;17(8):1097–101.CrossRefPubMed Munoz DJ, Chen E, Fischer S, et al. Considerations for the use of the Beck depression inventory in the assessment of weight-loss surgery seeking patients. Obes Surg. 2007;17(8):1097–101.CrossRefPubMed
36.
go back to reference Streiner DL. Figuring out factors: the use and misuse of factor analysis. Can J Psychiatry. 1994;39:135–40.PubMed Streiner DL. Figuring out factors: the use and misuse of factor analysis. Can J Psychiatry. 1994;39:135–40.PubMed
37.
go back to reference American Psychiatric Association. Diagnostic and statistical manual of mental disorders. 4th ed. Washington: American Psychiatric Association; 1994. American Psychiatric Association. Diagnostic and statistical manual of mental disorders. 4th ed. Washington: American Psychiatric Association; 1994.
38.
go back to reference Kalarchian MA, Wilson GT, Brolin RE, et al. Binge eating in bariatric surgery patients. Int J Eat Disord. 1998;23(1):89–92.CrossRefPubMed Kalarchian MA, Wilson GT, Brolin RE, et al. Binge eating in bariatric surgery patients. Int J Eat Disord. 1998;23(1):89–92.CrossRefPubMed
39.
go back to reference Tabachnick BG, Fidell LS. Using multivariate statistics. 3rd ed. New York: Harper Collins; 1996. Tabachnick BG, Fidell LS. Using multivariate statistics. 3rd ed. New York: Harper Collins; 1996.
40.
go back to reference Byrne BM. Structural equation modelling with AMOS: basic concepts, applications, and programming. London: Lawrence Erlbaum; 2001. Byrne BM. Structural equation modelling with AMOS: basic concepts, applications, and programming. London: Lawrence Erlbaum; 2001.
41.
go back to reference Beck AT, Steer RA, Garbin MG. Psychometric properties of the Beck depression inventory: twenty-five years of evaluation. Clin Psychol Rev. 1988;8:77–100.CrossRef Beck AT, Steer RA, Garbin MG. Psychometric properties of the Beck depression inventory: twenty-five years of evaluation. Clin Psychol Rev. 1988;8:77–100.CrossRef
42.
go back to reference Rosmond R. Obesity and depression: same disease, different names? Med Hypotheses. 2004;62(6):976–9.CrossRefPubMed Rosmond R. Obesity and depression: same disease, different names? Med Hypotheses. 2004;62(6):976–9.CrossRefPubMed
43.
go back to reference Roberts RE, Deleger S, Strawbridge WJ, et al. Prospective association between obesity and depression: evidence from the Alameda County Study. Int J Obes Relat Metab Disord. 2003;27(4):514–21.CrossRefPubMed Roberts RE, Deleger S, Strawbridge WJ, et al. Prospective association between obesity and depression: evidence from the Alameda County Study. Int J Obes Relat Metab Disord. 2003;27(4):514–21.CrossRefPubMed
44.
go back to reference Dong C, Sanchez LE, Price RA. Relationship of obesity to depression: a family-based study. Int J Obes Relat Metab Disord. 2004;28(6):790–5.CrossRefPubMed Dong C, Sanchez LE, Price RA. Relationship of obesity to depression: a family-based study. Int J Obes Relat Metab Disord. 2004;28(6):790–5.CrossRefPubMed
45.
go back to reference Krukowski RA, Friedman KE, Applegate KL. The utility of the Beck depression inventory in a bariatric surgery population. Obes Surg 2008 Oct 8 Krukowski RA, Friedman KE, Applegate KL. The utility of the Beck depression inventory in a bariatric surgery population. Obes Surg 2008 Oct 8
46.
go back to reference Nuevo R, Dunn G, Dowrick C, et al. Cross-cultural equivalence of the Beck depression inventory: a five-country analysis from the ODIN study. J Affect Disord. 2009;114(1–3):156–62.CrossRefPubMed Nuevo R, Dunn G, Dowrick C, et al. Cross-cultural equivalence of the Beck depression inventory: a five-country analysis from the ODIN study. J Affect Disord. 2009;114(1–3):156–62.CrossRefPubMed
Metadata
Title
Confirmatory Factor Analysis of the Beck Depression Inventory in Obese Individuals Seeking Surgery
Authors
Melissa J. Hayden
John B. Dixon
Maureen E. Dixon
Paul E. O’Brien
Publication date
01-04-2010
Publisher
Springer-Verlag
Published in
Obesity Surgery / Issue 4/2010
Print ISSN: 0960-8923
Electronic ISSN: 1708-0428
DOI
https://doi.org/10.1007/s11695-009-9977-5

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