Skip to main content
Top
Published in: Health and Quality of Life Outcomes 1/2005

Open Access 01-12-2005 | Research

Assessment of the structure of the Hospital Anxiety and Depression Scale in musculoskeletal patients

Authors: Julie F Pallant, Catherine M Bailey

Published in: Health and Quality of Life Outcomes | Issue 1/2005

Login to get access

Abstract

Background

Research suggests there is a high prevalence of anxiety and depression amongst patients with chronic musculoskeletal pain, which can influence the effectiveness of rehabilitation programs. It is therefore important for clinicians involved in musculoskeletal rehabilitation programs to consider screening patients for elevated levels of anxiety and depression and to provide appropriate counselling or treatment where necessary. The HADS has been used as a screening tool for assessment of anxiety and depression in a wide variety of clinical groups. Recent research however has questioned its suitability for use with some patient groups due to problems with dimensionality and the behaviour of individual items. The aim of this study is to assess the underlying structure and psychometric properties of the HADS among patients attending musculoskeletal rehabilitation.

Methods

Data was obtained from 296 patients attending an outpatient musculoskeletal pain clinic. The total sample was used to identify the proportion of patients with elevated levels of anxiety and depression. Half the sample (n = 142) was used for exploratory factor analysis (EFA), with the holdout sample (n = 154) used for confirmatory factor analysis (CFA) to explore the underlying structure of the scale.

Results

A substantial proportion of patients were classified as probable cases on the HADS Anxiety subscale (38.2%) and HADS Depression subscale (30.1%), with the sample recording higher mean HADS subscales scores than many other patient groups (breast cancer, end-stage renal disease, heart disease) reported in the literature. EFA supported a two factor structure (representing anxiety and depression) as proposed by the scale's authors, however item 7 (an anxiety item) failed to load appropriately. Removing Item 7 resulted in a clear two factor solution in both EFA and CFA.

Conclusion

The high levels of anxiety and depression detected in this sample suggests that screening for psychological comorbidity is important in musculoskeletal rehabilitation settings. It is necessary for clinicians who are considering using the HADS as a screening tool to first assess its suitability with their particular patient group. Although EFA and CFA supported the presence of two subscales representing anxiety and depression, the results with this musculoskeletal sample suggest that item 7 should be removed from the anxiety subscale.
Appendix
Available only for authorised users
Literature
1.
go back to reference Scalzi CC, Burke L, Greenland S: Evaluation of an inpatient educational program for coronary patients and families. Heart Lung 1980, 9: 846–853.PubMed Scalzi CC, Burke L, Greenland S: Evaluation of an inpatient educational program for coronary patients and families. Heart Lung 1980, 9: 846–853.PubMed
2.
go back to reference Parker JC, Wright GE: Depression in arthritis and musculoskeletal disorders. In Depression and Physical Illness. Edited by: Robertson MM, Katona CLE. Chichester , John Wiley; 1997:377–390. Parker JC, Wright GE: Depression in arthritis and musculoskeletal disorders. In Depression and Physical Illness. Edited by: Robertson MM, Katona CLE. Chichester , John Wiley; 1997:377–390.
3.
go back to reference Stevens D, Merikangas KR, Merikangas JR: Comorbidity of depression and other medical conditions. In Handbook of Depression. Edited by: Beckham E, Leber W. New York , Guildford Press; 1995:147–199. Stevens D, Merikangas KR, Merikangas JR: Comorbidity of depression and other medical conditions. In Handbook of Depression. Edited by: Beckham E, Leber W. New York , Guildford Press; 1995:147–199.
4.
go back to reference Beck AT, Steer RA, Brown GK: Manual for the Beck Depression Inventory-II. San Antonio, Texas , Psychological Corp; 1996. Beck AT, Steer RA, Brown GK: Manual for the Beck Depression Inventory-II. San Antonio, Texas , Psychological Corp; 1996.
5.
go back to reference Guyatt GH, Feeny DH, Patrick DL: Measuring health-related quality of life. Ann Intern Med 1993, 118: 622–629.PubMedCrossRef Guyatt GH, Feeny DH, Patrick DL: Measuring health-related quality of life. Ann Intern Med 1993, 118: 622–629.PubMedCrossRef
6.
go back to reference Streiner DL, Norman GR: Health measurement scales: A practical guide to their development and use. Oxford , Oxford University Press; 1995. Streiner DL, Norman GR: Health measurement scales: A practical guide to their development and use. Oxford , Oxford University Press; 1995.
7.
go back to reference Zigmond AS, Snaith RP: The Hospital Anxiety and Depression Scale. Acta Psychiatr Scand 1983, 67: 361–370.PubMedCrossRef Zigmond AS, Snaith RP: The Hospital Anxiety and Depression Scale. Acta Psychiatr Scand 1983, 67: 361–370.PubMedCrossRef
8.
go back to reference Bjelland I, Dahl AA, Haug TT, Neckelmann D: The validity of the Hospital Anxiety and Depression Scale. An updated literature review. J Psychosom Res 2002, 52: 69 -677.PubMedCrossRef Bjelland I, Dahl AA, Haug TT, Neckelmann D: The validity of the Hospital Anxiety and Depression Scale. An updated literature review. J Psychosom Res 2002, 52: 69 -677.PubMedCrossRef
9.
go back to reference Roberts SB, Bonnici DM, MacKinnon AJ, Worcester MC: Psychometric evaluation of the Hospital Anxiety and Depression Scale (HADS) among female cardiac patients. Br J Clin Psychol 2001, 6: 373–383. Roberts SB, Bonnici DM, MacKinnon AJ, Worcester MC: Psychometric evaluation of the Hospital Anxiety and Depression Scale (HADS) among female cardiac patients. Br J Clin Psychol 2001, 6: 373–383.
10.
go back to reference Razavi D, Delvaux N, Farvacques C, Robaye E: Screening for adjustment disorders and major depressive disorders in cancer in-patients. Br J Psychiatry 1990, 156: 79 -783.PubMedCrossRef Razavi D, Delvaux N, Farvacques C, Robaye E: Screening for adjustment disorders and major depressive disorders in cancer in-patients. Br J Psychiatry 1990, 156: 79 -783.PubMedCrossRef
11.
go back to reference Martin CR, Tweed AE, Metcalfe MS: A psychometric evaluation of the Hospital Anxiety and Depression Scale in patients diagnosed with end-stage renal disease. Br J Clin Psychol 2004, 43: 51 -564.PubMedCrossRef Martin CR, Tweed AE, Metcalfe MS: A psychometric evaluation of the Hospital Anxiety and Depression Scale in patients diagnosed with end-stage renal disease. Br J Clin Psychol 2004, 43: 51 -564.PubMedCrossRef
12.
go back to reference Dunbar M, Ford D, Hunt K, Der G: A confirmatory factor analysis of the Hospital Anxiety and Depression Scale: comparing empirically and theoretically derived structures. Br J Clin Psychol 2000, 39: 79 -794.PubMedCrossRef Dunbar M, Ford D, Hunt K, Der G: A confirmatory factor analysis of the Hospital Anxiety and Depression Scale: comparing empirically and theoretically derived structures. Br J Clin Psychol 2000, 39: 79 -794.PubMedCrossRef
13.
go back to reference Joiner TEJ: A confirmatory factor-analytic investigation of the tripartite model of depression and anxiety in college students. Cognit Ther Res 1996,20(5):521–539.CrossRef Joiner TEJ: A confirmatory factor-analytic investigation of the tripartite model of depression and anxiety in college students. Cognit Ther Res 1996,20(5):521–539.CrossRef
14.
go back to reference Joiner TEJ, Catanzaro SJ, Laurent J: Tripartite structure of positive and negative affect, depression, and anxiety in child and adolescent psychiatric inpatients. J Abnorm Psychol 1996,105(3):401–409.PubMedCrossRef Joiner TEJ, Catanzaro SJ, Laurent J: Tripartite structure of positive and negative affect, depression, and anxiety in child and adolescent psychiatric inpatients. J Abnorm Psychol 1996,105(3):401–409.PubMedCrossRef
15.
go back to reference Martin CR: What does the Hospital Anxiety and Depression Scale (HADS) really measure in liaison psychiatry settings? Curr Psychiatry Rev 2005, 1: 69–73.CrossRef Martin CR: What does the Hospital Anxiety and Depression Scale (HADS) really measure in liaison psychiatry settings? Curr Psychiatry Rev 2005, 1: 69–73.CrossRef
16.
go back to reference Clark LA, Watson D: Tripartite model of anxiety and depression: psychometric evidence and taxonomic implications. J Abnorm Psychol 1991, 100: 316 -3336.PubMedCrossRef Clark LA, Watson D: Tripartite model of anxiety and depression: psychometric evidence and taxonomic implications. J Abnorm Psychol 1991, 100: 316 -3336.PubMedCrossRef
17.
go back to reference Johnston M, Pollard B, Hennessey P: Construct validation of the Hospital Anxiety and Depression Scale with clinical populations. J Psychosom Res 2000, 48: 579 -5584.PubMedCrossRef Johnston M, Pollard B, Hennessey P: Construct validation of the Hospital Anxiety and Depression Scale with clinical populations. J Psychosom Res 2000, 48: 579 -5584.PubMedCrossRef
18.
go back to reference Harter M, Reuter K, Gross-Hardt K, Bengel J: Screening for anxiety, depressive and somatoform disorders in rehabilitation - validity of HADS and GHQ-12 in patients with musculoskeletal disease. Disabil Rehabil 2001, 23: 737 -7744.PubMedCrossRef Harter M, Reuter K, Gross-Hardt K, Bengel J: Screening for anxiety, depressive and somatoform disorders in rehabilitation - validity of HADS and GHQ-12 in patients with musculoskeletal disease. Disabil Rehabil 2001, 23: 737 -7744.PubMedCrossRef
19.
go back to reference Jomeen J, Martin CR: Is the Hospital Anxiety and Depression Scale (HADS) a reliable screening tool in early pregnancy? Psychology and Health 2004, 19: 787 -7800.CrossRef Jomeen J, Martin CR: Is the Hospital Anxiety and Depression Scale (HADS) a reliable screening tool in early pregnancy? Psychology and Health 2004, 19: 787 -7800.CrossRef
20.
go back to reference Bedford A, Grant E, de Pauw K: The structure of the Hospital Anxiety and Depression Scale (HAD): An appraisal with normal, psychiatric and medical patient subjects. Pers Individ Dif 1997,23(3):473–478.CrossRef Bedford A, Grant E, de Pauw K: The structure of the Hospital Anxiety and Depression Scale (HAD): An appraisal with normal, psychiatric and medical patient subjects. Pers Individ Dif 1997,23(3):473–478.CrossRef
21.
go back to reference Tabachnick BG, Fidell LS: Using multivariate statistics. Needlam Heights, MA , Allyn and Bacon; 2001. Tabachnick BG, Fidell LS: Using multivariate statistics. Needlam Heights, MA , Allyn and Bacon; 2001.
22.
go back to reference Horn JL: A rationale and test for the number of factors in factor analysis. Psychometrika 1965, 30: 179–185.PubMedCrossRef Horn JL: A rationale and test for the number of factors in factor analysis. Psychometrika 1965, 30: 179–185.PubMedCrossRef
23.
go back to reference Hubbard R, Allen SJ: An empirical comparison of alternative methods for principal component extraction. J Bus Res 1987, 15: 173–190.CrossRef Hubbard R, Allen SJ: An empirical comparison of alternative methods for principal component extraction. J Bus Res 1987, 15: 173–190.CrossRef
24.
go back to reference Zwick WR, Velicer WF: Comparison of five rules for determining the number of components to retain. Psychol Bull 1986, 99: 432–442.CrossRef Zwick WR, Velicer WF: Comparison of five rules for determining the number of components to retain. Psychol Bull 1986, 99: 432–442.CrossRef
25.
go back to reference Watkins MW: Monte Carlo PCA for Parallel Analysis [computer software]. State College, PA , Ed & Psych Associates; 2000. Watkins MW: Monte Carlo PCA for Parallel Analysis [computer software]. State College, PA , Ed & Psych Associates; 2000.
26.
go back to reference Arbuckle JL: Amos Version 4. Chicago , Sweet Waters Corporation; 1999. Arbuckle JL: Amos Version 4. Chicago , Sweet Waters Corporation; 1999.
27.
go back to reference Byrne BM: Structural equation modeling with AMOS: Basic concepts, applications, and programming. London , Lawrence Erlbaum; 2001. Byrne BM: Structural equation modeling with AMOS: Basic concepts, applications, and programming. London , Lawrence Erlbaum; 2001.
28.
go back to reference Rodgers J, Martin CR, Morse RC, Kendall K, Verrill M: An investigation into the psychometric properties of the Hospital Anxiety and Depression Scale in patients with breast cancer. Health Qual Life Outcomes 2005, 3: 41.PubMedCentralPubMedCrossRef Rodgers J, Martin CR, Morse RC, Kendall K, Verrill M: An investigation into the psychometric properties of the Hospital Anxiety and Depression Scale in patients with breast cancer. Health Qual Life Outcomes 2005, 3: 41.PubMedCentralPubMedCrossRef
29.
go back to reference Martin CR, Thompson DR: Utility of the Hospital Anxiety and Depression Scale in patients with end-stage renal disease on continuous ambulatory peritoneal dialysis. Psychol Health Med 1999, 4: 369 -3376.CrossRef Martin CR, Thompson DR: Utility of the Hospital Anxiety and Depression Scale in patients with end-stage renal disease on continuous ambulatory peritoneal dialysis. Psychol Health Med 1999, 4: 369 -3376.CrossRef
30.
go back to reference Withers NJ, Rudkin ST, White RJ: Anxiety and depression in severe chronic obstructive pulmonary disease: The effects of pulmonary rehabilitaion. J Cardiopul Rehabil 1999, 19: 362–365.CrossRef Withers NJ, Rudkin ST, White RJ: Anxiety and depression in severe chronic obstructive pulmonary disease: The effects of pulmonary rehabilitaion. J Cardiopul Rehabil 1999, 19: 362–365.CrossRef
31.
go back to reference Barth J, Martin C: Factor structure of the Hospital Anxiety and Depression Scale (HADS) in German coronary heart disease patients. Health Qual Life Outcomes 2005,3(1):15.PubMedCentralPubMedCrossRef Barth J, Martin C: Factor structure of the Hospital Anxiety and Depression Scale (HADS) in German coronary heart disease patients. Health Qual Life Outcomes 2005,3(1):15.PubMedCentralPubMedCrossRef
32.
go back to reference Nunnally JO: Psychometric theory. New York , McGraw-Hill; 1978. Nunnally JO: Psychometric theory. New York , McGraw-Hill; 1978.
33.
go back to reference Bond J, Gregson B, Lecouturier J, Rodgers H, Rousseau N, Smith M: Outcomes following acute hospital care for stroke or hip fracture: how useful is an assessment of anxiety or depression for older people? Int J Geriatr Psychiatry 1998, 13: 601–610.PubMedCrossRef Bond J, Gregson B, Lecouturier J, Rodgers H, Rousseau N, Smith M: Outcomes following acute hospital care for stroke or hip fracture: how useful is an assessment of anxiety or depression for older people? Int J Geriatr Psychiatry 1998, 13: 601–610.PubMedCrossRef
34.
go back to reference Herrmann C: International experiences with the Hospital Anxiety and Depression Scale: a review of validation data and clinical results. J Psychosom Res 1997, 42: 17 -141.PubMedCrossRef Herrmann C: International experiences with the Hospital Anxiety and Depression Scale: a review of validation data and clinical results. J Psychosom Res 1997, 42: 17 -141.PubMedCrossRef
35.
go back to reference Moorey S, Greer S, Watson M, Gorman C, Rowden L, Tunmore R, Robertsond B, Bliss J: The factor structure and factor stability of the Hospital Anxiety and Depression Scale in patients with cancer. Br J Psychiatry 1991, 158: 255 -2259.PubMedCrossRef Moorey S, Greer S, Watson M, Gorman C, Rowden L, Tunmore R, Robertsond B, Bliss J: The factor structure and factor stability of the Hospital Anxiety and Depression Scale in patients with cancer. Br J Psychiatry 1991, 158: 255 -2259.PubMedCrossRef
36.
go back to reference Smith AB, Selby PJ, Velikova G, Stark D, Wright EP, Gould A, Cull A: Factor analysis of the Hospital Anxiety and Depression Scale from a large cancer population. Psychol Psychother 2002,75(2):165–176.PubMedCrossRef Smith AB, Selby PJ, Velikova G, Stark D, Wright EP, Gould A, Cull A: Factor analysis of the Hospital Anxiety and Depression Scale from a large cancer population. Psychol Psychother 2002,75(2):165–176.PubMedCrossRef
37.
go back to reference Crawford JR, Henry JD, Crombie C, Taylor EP: Normative data for the HADS for a large non-clinical sample. Br J Clin Psychol 2001, 40: 429–434.PubMedCrossRef Crawford JR, Henry JD, Crombie C, Taylor EP: Normative data for the HADS for a large non-clinical sample. Br J Clin Psychol 2001, 40: 429–434.PubMedCrossRef
Metadata
Title
Assessment of the structure of the Hospital Anxiety and Depression Scale in musculoskeletal patients
Authors
Julie F Pallant
Catherine M Bailey
Publication date
01-12-2005
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2005
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/1477-7525-3-82

Other articles of this Issue 1/2005

Health and Quality of Life Outcomes 1/2005 Go to the issue