Depression is projected to become the leading cause of disability and the second leading contributor to the global burden of disease by 2020.1 It is estimated that the devastation caused by depression—defined as the number of years lost to death or disability—by 2020 will be surpassed only by heart disease.2
Primary care physicians treat more than 50% of patients with mental disorders, and depressive disorders are accurately diagnosed in less than half of the patients who are affected.3 A patient's culture, gender, and/or predominance of somatic symptoms can impede the detection of depression. This is reflected by biases found in self-reporting screening tools used to detect depression. In this article, we discuss the limitations of self-reporting screening tools for depression with respect to culture, gender, and somatic symptoms and suggest ways to use the results of screening tools to improve the detection of depressive disorders.
LITERATURE SEARCH
We conducted literature searches of the PubMed and PsychINFO databases (1990-2001) using the search terms Beck Depression Inventory, culture, and validity. Further searches of the PubMed database (1990-2001) included the additional search terms primary care, depression, Center for Epidemiological Studies Depression Scale, Patient Health Questionnaire, and General Health Questionnaire.
We chose articles with relevance to the practice of primary care medicine, the use of depression screening tools in different cultures and different demographic groups, gender biases associated with depression screening tools, and the relationship between depression and somatic symptoms.
INFLUENCES OF CULTURE AND SEX ON THE IDENTIFICATION OF DEPRESSION
Depression screening is an essential part of the detection, treatment, and referral to mental health professionals of persons with depressive disorders. Worldwide, the Beck Depression Inventory is the most extensively used selfreporting tool.4 Developed in 1961, the inventory was designed to assess the intensity of symptoms associated with psychoanalytic aspects of depression, such as sadness, feelings of failure, guilt, suicidal ideas, and social withdrawal (see box).5,6 But for certain demographic groups and cultures, the Beck Depression Inventory has limited predictive power and validity because of the effects of translation from English to other languages, patients' different interpretations of its emotional terms, and various cultural factors, such as perceptions of racial prejudice and a cultural group's work ethic.6,7,8,9
Table 1.
| Beck Depression Inventory Self-Reporting Questionnaire |
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| Organization |
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| Question content |
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| Interpretation |
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These biases are observed with other screening tools used in primary care, including the Center for Epidemiological Studies Depression scale, designed for diverse demographic groups, and the General Health Questionnaire, which is used to identify short-term changes in mental health.8,9 Primary care physicians are expected to respond to the needs of a diverse population, and understanding the reliability of self-reported screening tools can assist them in determining how tools contribute to the overall recognition of depression in their patients.
Cross-cultural validity of the tools
One shortcoming of the Beck Depression Inventory arises with linguistic translations of its questions. In their study of the Spanish translation of the Beck Depression Inventory, Azocar and colleagues observed that although the inventory has internal consistency, it lacks cultural validity and applicability due to translations that ignore semantic differences between Spanish and English.7 The authors observed that Spanish-speaking Lations, in contrast to English-speaking US nationals, were more likely to endorse (ie, score 3 on) questions 6 (expectation of punishment), 10 (crying), and 14 (body image change) and were less likely to endorse (ie, score 0 on) question 15 (work retardation) (see box). They identified several cultural biases that could affect Latinos' interpretations of these questions and that could lead to erroneous diagnoses of depression. In particular, the authors suggested the following:
The high endorsement of question 6 could result from the central role of Catholicism in Latino culture and the belief that suffering may be the result of God punishing you for your sins
Question 10 might be highly endorsed because, in Latino culture, crying has symbolic value and is appropriate and often expected in certain circumstances
The high endorsement of question 14 might be due to Latinos' exclusion from stereotypic representations of beauty in Western society. Furthermore, Latino attitudes toward beauty, argued the authors, change dramatically with age: in Latino culture, as a woman ages, beauty becomes associated with inner qualities rather than physical appearance
Latinos' strong work ethic might explain why they predominantly score 0 on question 15. Latinos often take several jobs to support themselves, their families in America, and family members still in the countries of their origin. Even limited absenteeism could have a profound effect on themselves and their dependents
This study is particularly relevant to primary care physicians. Because of the stigma some Latino populations associate with visiting a mental health professional, they are more likely to see primary care physicians than mental health professionals for mental health issues.7
Iwata and colleagues observed a similar effect with a Japanese translation of the General Health Questionnaire.8 In their study, Japanese consistently endorsed 2 questions about the loss of positive attitude, distorting the number of persons who actually had depression. Cole and colleagues, in their examination of question bias in the Center for Epidemiological Studies Depression scale, identified the potential for biased scores in African Americans because of their positive responses to question 14, “people unfriendly,” and question 19, “people disliked me,” which they associated with their participants' perceptions of racial prejudice rather than the presence of depression.9
Semantically different translations of depression screening questions may decrease the specificity of scores and increase false-positive identifications of the presence of depression. Scores may give the impression that more people have depression than actually do, thereby limiting the reliability of screening tools. Given these findings, it would be prudent for primary care physicians to use self-reporting depression screening tools to identify the need for further evaluation rather than to actually diagnose depression itself.7
Table 2.
| Questions in a Spanish translation of the Beck Depression Inventory that bias Latino depression scores |
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| Highly likely to endorse (score 3) |
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| Highly unlikely to endorse (score 0) |
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Gender bias in screening tools
It is estimated that twice as many women as men are diagnosed with depressive disorders.10 Social norms for both the expression and interpretation of depression are reflected in the Beck Depression Inventory's terms, which screens for symptoms of depression stereotypically associated with female gender norms rather than male gender norms (eg, guilt, crying, indecisiveness, somatic preoccupation, and loss of libido). One outcome of this bias is a high rate of false-positive diagnoses for women.2,4 This greater number of false-positives suggests that the inventory should be used primarily as an indicator of the need for further clinical evaluation.
Social norms may contribute to the implicit prohibition of certain self-descriptive terms depending on a patient's gender. This may influence whether a patient's symptoms will result in a diagnosis of depression. Men may not perceive themselves, or be perceived, as depressed if their sex role prohibits them from using conventional terms to describe emotional problems. This might be an obstacle to using standard screening methods for depression in men.
DEPRESSION OCCURRING WITH SOMATIC COMPLAINTS
Physicians sometimes miss diagnosing depression when somatic symptoms are the patient's major complaints. Somatic complaints and psychological symptoms of depression often occur together. This relationship is not always represented by the questions of depression screening tools. Like the Beck Depression Inventory, most depression questionnaires screen primarily for emotional symptoms.11 When self-reporting tools screen for somatic complaints, they often identify nonspecific physical symptoms that may also be found in patients who are not depressed.3,5,7,12
Inaccurate measures may be attributed in part to how screening tools are designed to test for major depressive disorder. Depression is a syndrome with varied causes, some of which present with specific somatic complaints. Successful diagnosis and treatment (or referral) may be best achieved in primary care through comprehensive screening for all depressive disorders, rather than only for major depressive disorder. Such a screening tool would measure comprehensively for depressive disorders listed in the Diagnostic and Statistical Manual of Mental Disorders, 4th Edition (DSM-IV) (see box).13 This tool would expand the recognition of depressive disorders to include depression that goes undetected because patients' symptoms are not typical of a major depressive disorder. It would also increase the recognition of depression in patients who have few or no emotional symptoms but many somatic ones (see box on next page).
Table 3.
| Depressive disorders that should be picked up by a screening tool for depression |
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Table 4.
| Somatic symptoms that sometimes present with depression |
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The Patient Health Questionnaire could provide the foundation for an examination of depression as a syndrome, although further research is needed to determine its validity and reliability in cross-cultural settings.7 The questionnaire, derived from the clinician-administered Primary Care Evaluation of Mental Disorders, was developed to detect mental disorders in primary care patients. The long form of the questionnaire screens for 8 mental disorders, including major depressive disorder, anxiety disorder, and depressive disorders not otherwise specified.14 A short form is included in the Depression Management Kit available as part of the MacArthur Initiative on Depression & Primary Care (www.depression-primarycare.org). By asking yes-or-no questions, primary care physicians could elaborate on the results of the Patient Health Questionnaire, thereby providing a more thorough examination for the presence of depression.
For example, consider the possibility of a patient who has atypical depression. The DSM-IV gives the following criteria for atypical depression: significant weight gain or increase in appetite, hypersomnia, leaden paralysis (ie, heavy, leaden feelings in arms or legs), and extreme sensitivity to perceived interpersonal rejection that often results in angry outbursts. The following questions could provide the basis for an evaluation of atypical depressive disorder: “Are you eating more but not really enjoying your food?” “Are you sleeping longer than usual?” “Do your arms and your legs feel leaden and heavy?” “Have you become more sensitive to criticism?” “Do you have more (than usual) displays of anger?”
CONCLUSION
Comprehensive self-reporting tools are needed to help primary care physicians screen for both the psychological and somatic symptoms of depression. Ideally, such a screening tool would be useful in the routine examination of all patients, although whether it should be used on all patients during every consultation remains unclear.12 Questionnaire scores could contribute to the detection of depression and inform primary care physicians about the general health of their patients. An ideal screening tool would assess the possibility of depression even in a patient presenting primarily with somatic symptoms.
The reliability of a depression screening tool is affected by patients' interpretation of its emotional terms and their cultural conception of depression. Primary care physicians' familiarity with the terms that their patients use to describe emotional problems, as well as how relevant questions are in determining a patient's mental state, could assist in the identification of depression in diverse populations.
Regardless of the limitations of self-reported depression screening tools, it is better to use them to screen for depression than risk missing patients who are suffering from a depressive disorder. Nevertheless, primary care physicians should remember that diagnoses should not be based solely on the findings of depression screening questionnaires.
Figure 1.

Gender bias in screening tools may lead to overdiagnosis of depression in women
Israel Castro
Acknowledgments
Gus M Garmel assisted with research and provided editorial suggestions.
Competing interests: None declared
- Semantic differences between the terminology of depression screening tools and the language of some cultures may limit the diagnostic power of these tools
- Somatic symptoms may be more reliable indicators of depression than a patient's emotional state
- Scores from depression screening tools should be used to indicate the need for further evaluation—not as a basis for diagnosis
- Despite their limitations, self-reported depression screening tools are useful for detecting depression in the primary care setting
References
- 1.World Health Organization. Mental Health and Brain Disorders: What Is Depression? www.who.int/mental_health/Topic_Depression/depression1.htm. Accessed August 10, 2001.
- 2.National DMDA anticipate health care trends. Newsletter of the National Depressive and Manic Depressive Association 1998. Summer, p 1.
- 3.Callahan EJ, Bertakis KD, Azari R, Helms LJ, Robbins J, Miller J. Depression in primary care: patient factors that influence recognition. Fam Med 1997;29: 172-176. [PubMed] [Google Scholar]
- 4.Richter P, Werner J, Heerlein A, Kraus A, Sauer H. On the validity of the Beck Depression Inventory: a review. Psychopathology 1998;31: 160-168. [DOI] [PubMed] [Google Scholar]
- 5.Beck AT. Depression: Causes and Treatment. Philadelphia: University of Pennsylvania Press; 1967: 333-335.
- 6.Leentjens AF, Verhey FR, Luijckx GJ, Troost J. The validity of the Beck Depression Inventory as a screening and diagnostic instrument for depression in patients with Parkinson's disease. Mov Disord 2000;15: 1221-1224. [DOI] [PubMed] [Google Scholar]
- 7.Azocar F, Areán P, Miranda J, Muñoz RF. Differential item functioning in a Spanish translation of the Beck Depression Inventory. J Clin Psychol 2001;57: 355-365. [DOI] [PubMed] [Google Scholar]
- 8.Iwata N, Uno B, Suzuki T. Psychometric properties of the 30-item version general health questionnaire in Japanese. Jpn J Psychiatry Neurol 1994;48: 547-556. [DOI] [PubMed] [Google Scholar]
- 9.Cole SR, Kawachi I, Maller SJ, Berkman LF. Test of item-response bias in the CES-D scale: experience from the New Haven EPESE Study. J Clin Epidemiol 2000;53: 285-289. [DOI] [PubMed] [Google Scholar]
- 10.Juliano D. Depression: What Every Woman Should Know. Bethesda, MD: National Institute of Mental Health. NIH publication 95-3871.
- 11.Beck AT, Guth D, Steer RA, Ball R. Screening for major depression disorders in medical inpatients with the Beck Depression Inventory for Primary Care. Behav Res Ther 1997;35: 785-791. [DOI] [PubMed] [Google Scholar]
- 12.Volk RJ, Nease DE Jr, Cass AR. Recognition of mental health problems in primary care practices. Fam Med 1997;29: 182-183. [PubMed] [Google Scholar]
- 13.American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders, 4th Edition. Washington, DC: American Psychiatric Association; 1994: 317-391.
- 14.Spitzer RL, Kroenke K, Williams JBW. Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study. Primary Care Evaluation of Mental Disorders. Patient Health Questionnaire. JAMA 1999;282: 1737-1744. [DOI] [PubMed] [Google Scholar]
