The center for epidemiologic studies depression scale: a review with a theoretical and empirical examination of item content and factor structure

R Nicholas Carleton, Michel A Thibodeau, Michelle J N Teale, Patrick G Welch, Murray P Abrams, Thomas Robinson, Gordon J G Asmundson, R Nicholas Carleton, Michel A Thibodeau, Michelle J N Teale, Patrick G Welch, Murray P Abrams, Thomas Robinson, Gordon J G Asmundson

Abstract

Background: The Center for Epidemiologic Studies Depression Scale (CES-D; Radloff, 1977) is a commonly used freely available self-report measure of depressive symptoms. Despite its popularity, several recent investigations have called into question the robustness and suitability of the commonly used 4-factor 20-item CES-D model. The goal of the current study was to address these concerns by confirming the factorial validity of the CES-D.

Methods and findings: Differential item functioning estimates were used to examine sex biases in item responses, and confirmatory factor analyses were used to assess prior CES-D factor structures and new models heeding current theoretical and empirical considerations. Data used for the analyses included undergraduate (n = 948; 74% women), community (n = 254; 71% women), rehabilitation (n = 522; 53% women), clinical (n =84; 77% women), and National Health and Nutrition Examination Survey (NHANES; n = 2814; 56% women) samples. Differential item functioning identified an item as inflating CES-D scores in women. Comprehensive comparison of the several models supported a novel, psychometrically robust, and unbiased 3-factor 14-item solution, with factors (i.e., negative affect, anhedonia, and somatic symptoms) that are more in line with current diagnostic criteria for depression.

Conclusions: Researchers and practitioners may benefit from using the novel factor structure of the CES-D and from being cautious in interpreting results from the originally proposed scale. Comprehensive results, implications, and future research directions are discussed.

Conflict of interest statement

Competing Interests: The authors have declared that no competing interests exist.

Figures

Figure 1. Item characteristic curves.
Figure 1. Item characteristic curves.
Figure 2. Path Diagram for the CES-D…
Figure 2. Path Diagram for the CES-D new factor solution.

References

    1. American Psychiatric Association (2000) Diagnostic and statistical manual of mental disorders (4th ed., text revision). Washington: American Psychiatic Association.
    1. Radloff LS (1977) The CES-D scale: A self-report depression scale for research in the general population. Appl Psychol Meas 1: 385–401.
    1. Fountoulakis KN, Bech P, Panagiotidis P, Siamouli M, Kantartzis S, et al. (2007) Comparison of depressive indices: Reliability, validity, relationship to anxiety and personality and the role of age and life events. J Affect Disord 97: 187–195.
    1. Shafer AB (2006) Meta-analysis of the factor structures of four depression questionnaires: Beck, CES-D, Hamilton, and Zung. J Clin Psychol 62: 123–146.
    1. Zich JM, Attkisson CC, Greenfield TK (1990) Screening for depression in primary care clinics: The CES-D and the BDI. Int J Psychiatry Med 20: 259–277.
    1. Beck AT, Steer RA, Ball R, Ranieri WF (1996) Comparison of Beck Depression Inventories-IA and -II in psychiatric outpatients. J Pers Assess 67: 588–597.
    1. Beck AT, Ward CH, Mendelson M, Mock J, Erbaugh J (1961) An inventory for measuring depression. Arch Gen Psychiatry 4: 561–571.
    1. American Psychiatric Association (1968) Diagnostic and statistical manual of mental disorders (2nd ed.). Washington: American Psychiatic Association.
    1. Callahan CM, Wolinsky FD (1994) The effect of gender and race on the measurement properties of the CES-D in older adults. Med Care 32: 341–356.
    1. Schroevers MJ, Sanderman R, van Sonderen E, Ranchor AV (2000) The evaluation of the Center for Epidemiologic Studies Depression (CES-D) scale: Depressed and positive affect in cancer patients and health reference subjects. Qual Life Res 9: 1015–1029.
    1. Stansbury JP, Ried LD, Velozo CA (2006) Unidimensionality and bandwidth in the Center for Epidemiologic Studies Depression (CES-D) scale. J Pers Assess 86: 10–22.
    1. Boisvert JA, McCreary DR, Wright KD, Asmundson GJG (2003) Factorial validity of the Center for Epidemiologic Studies-Depression (CES-D) scale in military peacekeepers. Depress Anxiety 17: 19–25.
    1. Lee SW, Stewart SM, Byrne BM, Wong JPS, Ho SY, et al.. (2008) Factor structure of the Center for Epidemiological Studies Depression scale in Hong Kong adolescents. J Pers Assess 90, 175–184.
    1. Williams CD, Taylor TR, Makambi K, Harrell J, Palmer JR, et al. (2007) CES-D four-factor structure is confirmed, but not invariant, in a large cohort of African American women. Psychiatry Res 150: 173–180.
    1. Osborne JW, editor (2008) Best practices in quantitative methods. Thousand Oaks: Sage Publications Inc. 596 p.
    1. Cheng ST, Chan AC, Fung HH (2006) Factorial structure of a short version of the Center for Epidemiologic Studies Depression scale. Int J Geriatr Psychiatry 21: 333–336.
    1. Clara I, Cox BJ, Enns MW (2001) Confirmatory factor analysis of the Depression–Anxiety–Stress Scales in depressed and anxious patients. J Psychopathol Behav Assess 23: 61–67.
    1. Flor H, Kerns RD, Turk DC (1987) The role of spouse reinforcement, perceived pain, and activity levels of chronic pain patients. J Psychosom Res 31: 251–259.
    1. Freedle R, Kostin I (1997) Predicting black and white differential item functioning in verbal analogy performance. Intelligence 24: 417–444.
    1. Hunter JE, Schmidt FL (2000) Racial and gender bias in ability and achievement tests: Resolving the apparent paradox. Psychol Public Policy Law 6: 151–158.
    1. Kohout FJ, Berkman LF, Evans DA, Cornoni-Huntley J (1993) Two shorter forms of the CES-D (Center for Epidemiological Studies Depression) depression symptoms index. J Aging Health 5: 179–193.
    1. Lee AE, Chokkanathan S (2008) Factor structure of the 10-item CES-D scale among community dwelling older adults in singapore. Int J Geriatr Psychiatry 23: 592–597.
    1. Peterson CC, Palermo TM (2004) Parental reinforcement of recurrent pain: The moderating impact of child depression and anxiety on functional disability. J Pediatr Psychol 29: 331–341.
    1. Pool JJM, Hiralal S, Ostelo RWJG, van der Veer K, Vlaeyen JWS, et al. (2009) The applicability of the Tampa Scale of Kinesiophobia for patients with sub-acute neck pain. Qual Quant 43: 773–780.
    1. Yang FM, Jones RN (2007) Center for Epidemiologic Studies-Depression scale (CES-D) item response bias found with Mantel-Haenszel method was successfully replicated using latent variable modeling. J Clin Epidemiol 60: 1195–1200.
    1. Ohayon MM, Schatzberg AF (2003) Using chronic pain to predict depressive morbidity in the general population. Arch Gen Psychiatry 60: 39–47.
    1. Snarski M, Scogin F (2006) Assessing depression in older adults. In: Qualls SH, Knight BG, editors. Psychotherapy for depression in older adults. Hoboken: John Wiley and Sons. 45–77.
    1. Novak D, Archuleta M, Benson J, Trunnel E, Yipchuck G (1995) The relationship among diet, exercise, and perimenstrual symptoms. J Am Diet Assoc 95: A56.
    1. Rivera-Medina CL, Caraballo JN, Rodriguez-Cordero ER, Bernal G, Davila-Marrero E (2010) Factor structure of the CES-D and measurement invariance across gender for low-income puerto ricans in a probability sample. J Consult Clin Psychol 78: 398–408.
    1. Urbina S (2004) Essentials of psychological testing. Hoboken: John Wiley & Sons. 326 p.
    1. Clark LA, Watson D (1991) Tripartite model of anxiety and depression: Psychometric evidence and taxonomic implications. J Abnorm Psychol 100: 316–336.
    1. Nutt D, Demyttenaere K, Janka Z, Aarre T, Bourin M, et al. (2007) The other face of depression, reduced positive affect: The role of catecholamines in causation and cure. J Psychopharmacol 21: 461–471.
    1. Watson D, Clark LA, Carey G (1988) Positive and negative affectivity and their relation to anxiety and depressive disorders. J Abnorm Psychol 97: 346–353.
    1. Tabachnick BG, Fidell LS (2007) Using multivariate statistics (5th ed.). Boston: Allyn and Bacon. 980 p.
    1. Embretson SE, Reise SP (2000) Item response theory for psychologists. Mahwah: L. Erlbaum Associates. 371 p.
    1. Zumbo BD (2007) Three generations of Differential Item Functioning (DIF) analyses: Considering where it has been, where it is now, and where it is going. Lang Assess Q 4: 223–233.
    1. Hambleton RK, Rogers J (1989) Detecting potentially biased test items: Comparison of IRT area and Mantel-Haenszel methods. Appl Meas Educ 4: 313–334.
    1. Meyer JP (2011) jMetrik (2.1.0) [Computer software]. Available: .
    1. Warner RB (2008) Applied statistics: From bivariate through multivariate techniques. London: Sage. 1101 p.
    1. Andresen EM, Malmgren JA, Cater WB, Patrick DL (1994) Screening for depression in well older adults: Evaluation of a short form of the CES-D (Center for Epidemiologic Studies Depression scale). Am J Prev Med 10: 77–84.
    1. Iacobucci D (2010) Structural equations modeling: Fit Indices, sample size, and advanced topics. J Consum Psychol 20: 90–98.
    1. Browne MW, Cudeck R (1989) Single sample cross-validation indices for covariance structures. Multivariate Behav Res 24: 445–455.
    1. Browne MW, Cudeck R (1993) Alternative ways of assessing model fit. In: Bollen KA, Long JS, editors. Testing structural equation models. Newbury Park: Sage Publications Inc. 136–162.
    1. Hu L, Bentler PM (1999) Fit indices in covariance structure modeling: Sensitivity to underparameterized model mis-specification. Psychol Methods 3: 424–453.
    1. Byrne B (2001) Structural equation modeling with Amos: Basic concepts, applications, and programming. Mahwah: Erlbaum. 352 p.
    1. Nevitt J, Hancock GR (2001) Performance of bootstrapping approaches to model test statistics and parameter standard error estimation in structural equation modeling. Struct Equ Modeling 8: 353–377.
    1. Radloff LS (1991) The use of the Center for Epidemiologic Studies Depression scale in adolescents and young adults. J Youth Adolescence 20: 149–166.
    1. Morley S, Williams AC, Black S (2002) A confirmatory factor analysis of the Beck Depression Inventory in chronic pain. Pain 99: 289–298.
    1. Vanheule S, Desmet M, Groenvynck H, Rosseel Y, Fontaine J (2008) The factor structure of the Beck Depression Inventory-II: An evaluation. Assessment 15: 177–187.
    1. Ward LC (2006) Comparison of factor structure models for the Beck Depression Inventory-II. Psychol Assess 18: 81–88.
    1. Boyd JH, Weissman MM, Thompson WD, Myers JK (1982) Screening for depression in a community sample. Understanding the discrepancies between depression symptom and diagnostic scales. Arch Gen Psychiatry 39: 1195–1200.
    1. Roberts RE, Lewinsohn PM, Seeley JR (1991) Screening for adolescent depression: A comparison of depression scales. J Am Acad Child Adolesc Psychiatry 30: 58–66.
    1. Santor DA, Zuroff DC, Ramsay JO, Cervantes P, Palacios J (1995) Examining scale discriminability in the BDI and CES-D as a function of depressive severity. Psychol Assess 7: 131–139.
    1. Schulberg HC, Saul M, McClelland M, Ganguli M, Christy W, et al. (1985) Assessing depression in primary medical and psychiatric practices. Arch Gen Psychiatry 42: 1164–1170.
    1. Turk DC, Okifuji A (1994) Detecting depression in chronic pain patients: Adequacy of self-reports. Behav Res Ther 32: 9–16.
    1. Weissman MM, Sholomskas D, Pottenger M, Prusoff BA, Locke BZ (1977) Assessing depressive symptoms in five psychiatric populations: A validation study. Am J Epidemiol 106: 203–214.
    1. Kroenke K, Spitzer RL, Williams JB (2001) The phq-9: Validity of a brief depression severity measure. J Gen Intern Med 16: 626–633.
    1. Shrout PE, Yager TJ (1989) Reliability and validity of screening scales: Effect of reducing scale length. J Clin Epidemiol 42: 69–78.
    1. Carpenter JS, Andrykowski MA, Wilson J, Hall LA, Rayens MK, et al. (1998) Psychometrics for two short forms of the Center for Epidemiological Studies - Depression scale. Issues Ment Health Nurs 19: 481–494.
    1. Irwin M, Artin KH, Oxman MN (1999) Screening for depression in the older adult: Criterion validity of the 10-item Center for Epidemioligical Studies Depression scale (CES-D). Arch Intern Med 159: 1701–1704.
    1. Santor DA, Coyne JC (1997) Shortening the CES-D to improve its ability to detect cases fo depression. Psychol Assess 9: 233–243.
    1. Herrero J, Meneses J (2006) Short web-based versions of the Perceived Stress (PSS) and Center for Epidemiological Studies - Depression (CESD) scales: A comparison to pencil and paper responses among Internet users. Comput Human Behav 22: 830–846.
    1. Boey KW (1999) Cross-validation of a short form of the CES-D in Chinese Elderly. Int J Geriatr Psychiatry 14: 608–617.
    1. Rouch-Leroyer I, Sourgen C, Barberger-Gateau P, Fuhrer R, Dartiques JF (2000) Detection of depressive symptomatology in elderly people: A short version of the CES-D scale. Aging 12: 228–233.
    1. Yen S, Robins CJ, Lin N (2000) A cross-cultural comparison of depressive symptom manifestation: China and the United States. J Consult Clin Psychol 68: 993–999.
    1. Burnam MA, Wells KB, Leake B, Landsverk J (1988) Development of a brief screening instrument for detecting depressive disorders. Med Care 26: 775–789.
    1. Tuunainen A, Langer RD, Klauber MR, Kripke DF (2001) Short version of the CES-D (Burnam screen) for depression in reference to the structured psychiatric interview. Psychiatry Res 103: 261–270.
    1. Bush BA, Novack TA, Schneider JJ, Madan A (2004) Depression following traumatic brain injury: The validity of the CES-D as a brief screening device. J Clin Psychol Med Settings 11: 195–201.
    1. Cole JC, Rabin AS, Smith TL, Kaufman AS (2004) Development and validation of a Rasch-derived CES-D short form. Psychol Assess 16: 360–372.

Source: PubMed

3
Prenumerera