Skip to main content

Advertisement

Log in

Reliability and Validity of the Haitian Creole PHQ-9

  • Original Research
  • Published:
Journal of General Internal Medicine Aims and scope Submit manuscript

A Capsule Commentary to this article was published on 16 August 2014

ABSTRACT

BACKGROUND

There is limited information on depression in Haitians and this is partly attributable to the absence of culturally and linguistically adapted measures for depression.

OBJECTIVE

To perform a psychometric evaluation of the Haitian-Creole version of the PHQ-9 administered to men who have sex with men (MSM) in the Republic of Haiti.

DESIGN

This study uses a cross-sectional design and data are from the Integrated Behavioral and Biological HIV Survey (IBBS) for MSM in Haiti.

PARTICIPANTS

Inclusion criteria required that participants be male, ≥ 18 years, report sexual relations with a male partner in the last 12 months, and lived in Haiti during the past 3 months. Respondent Driven Sampling was used for participant recruitment.

MAIN MEASURES

A structured questionnaire was verbally administered in Haitian-Creole capturing information on sociodemographics, sexual behaviors, human immunodeficiency virus (HIV) status and depressive symptomatology using the PHQ-9. Psychometric analyses of the translated PHQ-9 assessed unidimensionality, factor structure, reliability, construct validity, and differential item functioning (DIF) across subgroups (age, educational level, sexual orientation and HIV status).

KEY RESULTS

In a study population of 1,028 MSM, the Haitian-Creole version of the PHQ-9 is unidimensional, has moderately high internal consistency reliability (α = 0.78), and shows evidence of construct validity where HIV-positive subjects have greater depression (p = 0.002). There is no evidence of DIF across age, education, sexual orientation or HIV status. HIV-positive MSM are twice as likely to screen positive for moderately severe and severe depressive symptoms compared to their HIV-negative counterparts.

CONCLUSIONS

There is strong evidence for the psychometric adequacy of the translated PHQ-9 screening tool as a measure of depression with MSM in Haiti. Future research is necessary to examine the predictive validity of depression for subsequent health behaviors or clinical outcomes among Haitian MSM.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Figure 1

Similar content being viewed by others

REFERENCES

  1. Malebranche R, Arnoux E, Guerin JM, Pierre GD, Laroche AC, Pean-Guichard C, et al. Acquired immunodeficiency syndrome with severe gastrointestinal manifestations in Haiti. Lancet. 1983;2(8355):873–8.

    Article  CAS  PubMed  Google Scholar 

  2. Haiti, Programme National de Lutte contre le SIDA (PNLS): Plan Strategique National Multisectoriel (2008–2012), in Date Accessed: September 26, 2012 http://www.aidstar-one.com/sites/default/files/prevention/resources/national_strategic_plans/Haiti_2008-2012_French.pdf , Gourvernement de la Republique d'Haiti: Port-au-Prince, Haiti.

  3. Marc LG, Patel-Larson A, Hall HI, Hughes D, Alegria M, Jeanty G, et al. HIV among Haitian-born persons in the United States, 1985–2007. AIDS. 2010;24(13):2089–2097.

    Article  PubMed Central  PubMed  Google Scholar 

  4. PSI Haiti, Understanding the needs of Haitian Men who have Sex with Men. Qualitative study. (unpublished). Port-au-Prince, Haiti, 2011, PSI Haiti.

  5. Mills TC, Paul J, Stall R, Pollack L, Canchola J, Chang Y, et al. Distress and depression in men who have sex with men: the urban men's health study. Am J Psychiatr. 2004;161(2):278–285.

    Article  PubMed  Google Scholar 

  6. Sandfort TG, de Graaf R, Bijl RV, Schnabel P. Same-sex sexual behavior and psychiatric disorders: Findings from the Netherlands mental health survey and incidence study (NEMESIS). Arch Gen Psychiatr. 2001;58(1):85–91.

    Article  CAS  PubMed  Google Scholar 

  7. Sivasubramanian M, Mimiaga MJ, Mayer KH, Anand VR, Johnson CV, Prabhugate P, et al. Suicidality, clinical depression, and anxiety disorders are highly prevalent in men who have sex with men in Mumbai, India: Findings from a community-recruited sample. Psychol Health Med. 2011;16(4):450–462.

    Article  PubMed Central  PubMed  Google Scholar 

  8. Nurius PS. Mental health implications of sexual orientation. J Sex Res. 1983;19(2):119–136.

    Article  Google Scholar 

  9. Ciesla JAMA, Roberts JEPD. Meta-Analysis of the Relationship Between HIV Infection and Risk for Depressive Disorders. Am J Psychiatr. 2001;158(5):725–730.

    Article  CAS  PubMed  Google Scholar 

  10. Marks G, Bingman CR, Duval T. Negative affect and unsafe sex in HIV-positive men. AIDS and Behavior. 1998;2(2):89–99.

    Article  Google Scholar 

  11. Martin, J.I. and J. Knox, Loneliness and sexual risk behavior in gay men. Psychological Reports, 1997. 81 (3, Pt 1): p. 815–825.

  12. Perkins DO, Leserman J, Murphy C, Evans DL. Psychosocial predictors of high-risk sexual behavior among HIV-negative homosexual men. AIDS Educ Prev. 1993;5(2):141–152.

    CAS  PubMed  Google Scholar 

  13. Strathdee SA, Hogg RS, Martindale SL, Cornelisse PG, Craib KJ, Montaner JS, et al. Determinants of sexual risk-taking among young HIV-negative gay and bisexual men. J Acquir Immune Defic Syndr Hum Retrovirol. 1998;19(1):61–6.

    Article  CAS  PubMed  Google Scholar 

  14. Thompson SC, Nanni C, Levine A. The stressors and stress of being HIV-positive. AIDS Care. 1996;8(1):5–14.

    Article  CAS  PubMed  Google Scholar 

  15. Crepaz N, Marks G. Are negative affective states associated with HIV sexual risk behaviors? A meta-analytic review. Health Psychol. 2001;20(4):291–299.

    Article  CAS  PubMed  Google Scholar 

  16. Kalichman SC, Weinhardt L. Negative affect and sexual risk behavior: Comment on Crepaz and Marks (2001). Health Psychol. 2001;20(4):300–301.

    Article  CAS  PubMed  Google Scholar 

  17. Saint-Jean G, Metsch L, Gomez-Marin O, Pierre C, Jeanty Y, Rodriguez A, et al. Use of HIV primary care by HIV-positive Haitian immigrants in Miami. Florida. AIDS Care. 2011;23(4):486–493.

    Article  Google Scholar 

  18. Boarts, J.M., E.M. Sledjeski, L.M. Bogart, Delahanty DL. The Differential Impact of PTSD and Depression on HIV Disease Markers and Adherence to HAART in People Living with HIV. AIDS and Behavior Vol 10 (3) May 2006, 253–261, 2006.

  19. Sledjeski, E.M., D.L. Delahanty, and L.M. Bogart. Incidence and Impact of Posttraumatic Stress Disorder and Comorbid Depression on Adherence to HAART and CD4-super (+) Counts in People Living with HIV. AIDS Patient Care and STDs Vol 19 (11) Nov 2005, 728–736, 2005.

  20. Arnsten JH, Demas PA, Grant RW, Gourevitch MN, Farzadegan H, Howard AA, et al. Impact of Active Drug Use on Antiretroviral Therapy Adherence and Viral Suppression in HIV-infected Drug Users. Journal of General Internal Medicine. 2002;17(5):377–381.

    Article  PubMed Central  PubMed  Google Scholar 

  21. Catz SL, Kelly JA, Bogart LM, Benotsch EG, McAuliffe TL. Patterns, correlates, and barriers to medication adherence among persons prescribed new treatments for HIV disease. Health Psychol. 2000;19(2):124–133.

    Article  CAS  PubMed  Google Scholar 

  22. DiMatteo MR, Lepper HS, Croghan TW. Depression is a risk factor for noncompliance with medical treatment: meta-analysis of the effects of anxiety and depression on patient adherence. Arch Intern Med. 2000;160(14):2101–7.

    Article  CAS  PubMed  Google Scholar 

  23. Gordillo V, del Amo J, Soriano V, Gonzalez-Lahoz J. Sociodemographic and psychological variables influencing adherence to antiretroviral therapy. AIDS. 1999;13(13):1763–1769.

    Article  CAS  PubMed  Google Scholar 

  24. Paterson DL, Swindells S, Mohr J, Brester M, Vergis EN, Squier C, et al. Adherence to protease inhibitor therapy and outcomes in patients with HIV infection. Ann Intern Med. 2000;133(1):21–30.

    Article  CAS  PubMed  Google Scholar 

  25. Singh N, Squier C, Sivek C, Wagener M, et al. Determinants of compliance with antiretroviral therapy in patients with human immunodeficiency virus: Prospective assessment with implicaions for enhancing commpliance. AIDS Care. 1996;8(3):261–269.

    Article  CAS  PubMed  Google Scholar 

  26. Starace F, Ammassari A, Trotta MP, Murri R, De Longis P, Izzo C, et al. Depression is a risk factor for suboptimal adherence to highly active antiretroviral therapy. J Acquir Immune Defic Syndr. 2002;15(31):S136–9.

    Article  Google Scholar 

  27. Waldrop-Valverde D, Valverde E. Homelessness and Psychological Distress as Contributors to Antiretroviral Nonadherence in HIV-Positive Injecting Drug Users. AIDS Patient Care and STDs. 2005;19(5):326–334.

    Article  PubMed  Google Scholar 

  28. Reynolds NR, Testa MA, Marc LG, Chesney MA, Neidig JL, Smith SR, et al. Psychosocial influences of attitudes and beliefs toward medication adherence in HIV + persons naïve to antiretroviral therapy: A cross-sectional survey. Journal of AIDS and Behavior. 2004;8(2):141–150.

    Article  Google Scholar 

  29. Marc LG, Testa MA, Walker AM, Robbins GK, Shafer RW, Anderson NB, et al. Educational attainment and response to HAART during initial therapy for HIV-1 infection. J Psychosom Res. 2007;63(2):207–16.

    Article  PubMed  Google Scholar 

  30. Nicolas G, Desilva AM, Subrebost KL, Breland-Noble A, Gonzalez-Eastep D, Manning N, et al. Expression and treatment of depression among Haitian immigrant women in the United States: clinical observations. Am J Psychother. 2007;61(1):83–98.

    PubMed  Google Scholar 

  31. Desrosiers, A., L.G. Marc, S. Leff, R. Frank, S. St Fleurose, and M. Alegria. Clinical Characteristics and Demographics Profile of A Group of Haitians Admitted to an Acute Psychiatric Unit. in Annual Meeting of the American Public Health Association, Mental Health Posters V, November 4–8. 2006. Boston, Massachusetts.

  32. Desrosiers, A. and S. St Fleurose, Treating Haitian patients: key cultural aspects. Am J Psychother, 2002. 56 (4): p. 508–21.

  33. Nicolas G, DeSilva AM, Grey KS, Gonzalez-Eastep D, Manning N. Using a Multicultural Lens to Understand Illnesses Among Haitians Living in America. Prof Psychol Res Pract. 2006;37(6):702–707.

    Article  Google Scholar 

  34. Marc L, Honore JG, Nejuste P, Setaruddin M, Lamothe NN, Thimothe G, et al. Uptake to HIV Post-Exposure Prophylaxis in Haiti: Opportunities to Align Sexual Violence, HIV PEP and Mental Health. Am J Reprod Immunol. 2013;69(Suppl 1):132–41.

    Article  PubMed  Google Scholar 

  35. Marc, L.G., Mental Health Literacy in the Context of Emergencies, in Annual Conference of the Haitian Mental Health Network, Trauma and Mental Illness in the Haitian Community. May 5. Massachusetts School of Professional Psychology. MA: West Roxbury; 2012.

    Google Scholar 

  36. Marc, L.G., Desrosiers, A., Coicou, N., Brennan, R., Vallie, R.A., Henderson, W., Pierre-Victor, M., Dabao, J., Jean, M., Guillaume, A.J., Avramovsk, V., Resnick, H., St. Lawrence. J., Testa, M.A. Abstract #278652: Association of depressive symptoms and socioeconomic position amongst Haitian women living in post-earthquake camps., in Program Agenda: 141st Annual Meeting of the American Public Health Association, November 2–62013, APHA: Boston, MA

  37. Stewart AL, Napoles-Springer A. Health-related quality-of-life assessments in diverse population groups in the United States. Med Care. 2000;38(9 Suppl):II102–24.

    CAS  PubMed  Google Scholar 

  38. Nicolas, G. and C.L. Whitt. Conducting qualitative research with a Black immigrant sample: Understanding depression among Haitian immigrant women, in Qualitative strategies for ethnocultural research2012, American Psychological Association; US: Washington, DC. p. 199–217.

  39. Williams DR, Gonzalez HM, Neighbors H, Nesse R, Abelson JM, Sweetman J, et al. Prevalence and distribution of major depressive disorder in African Americans, Caribbean blacks, and non-Hispanic whites: results from the National Survey of American Life. Arch Gen Psychiatry. 2007;64(3):305–15.

    Article  PubMed  Google Scholar 

  40. Kroenke K, Spitzer RL, Williams JB. The PHQ-9: Validity of a brief depression severity measure. J Gen Intern Med 2001;16:606–613.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  41. Coyne JC, Thombs BJ, Mitchell AJ. PHQ-9 and PHQ-2 in Western Kenya. J Gen Intern Med. 2009;24(7):890.

    Article  PubMed Central  PubMed  Google Scholar 

  42. Gilbody S, Richards D, Brealey S, Hewitt C. Screening for depression in medical settings with the Patient Health Questionnaire (PHQ): a diagnostic meta-analysis. J Gen Intern Med. 2007;22(11):1596–602.

    Article  PubMed Central  PubMed  Google Scholar 

  43. Gilbody S, Sheldon T, House A. Screening and case-finding instruments for depression: a meta-analysis. CMAJ. 2008;178(8):997–1003.

    Article  PubMed Central  PubMed  Google Scholar 

  44. Gilbody S, Sheldon T, Wessely S. Should we screen for depression? BMJ. 2006;332(7548):1027–30.

    Article  PubMed Central  PubMed  Google Scholar 

  45. Pignone MP, Gaynes BN, Rushton JL, Burchell CM, Orleans CT, Mulrow CD, et al. Screening for depression in adults: a summary of the evidence for the U.S. Preventive Services Task Force. Ann Intern Med. 2002;136(10):765–76.

    Article  PubMed  Google Scholar 

  46. Williams JW Jr. M. Pignone, G. Ramirez, and C. Perez Stellato, Identifying depression in primary care: a literature synthesis of case-finding instruments. Gen Hosp Psychiatry. 2002;24(4):225–37.

    Article  PubMed  Google Scholar 

  47. Monahan PO, Shacham E, Reece M, Kroenke K, Ong WO. Validity/reliability of PHQ-9 and PHQ-2 depression scales among adults living with HIV/AIDS in Western Kenya. J Gen Intern Med. 2009;24(2):189–197.

    Article  PubMed Central  PubMed  Google Scholar 

  48. Huang FY, Chung H, Kroenke K, Delucchi KL, Spitzer RL. Using the Patient Health Questionnaire-9 to measure depression among racially and ethnically diverse primary care patients. J Gen Intern Med. 2006;21(6):547–52.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  49. Martin A, Rief W, Klaiberg A, Braehler E. Validity of the Brief Patient Health Questionnaire Mood Scale (PHQ-9) in the general population. Gen Hosp Psychiatr. 2006;28(1):71–77.

    Article  Google Scholar 

  50. Becker S, Zaid KA, Faris EA. Screening for somatization and depression in Saudi Arabia: A validation study of the PHQ in primary care. Int J Psychiatr Med. 2002;32(3):271–283.

    Article  Google Scholar 

  51. Wulsin L, Somoza E, Heck J. The Feasibility of Using the Spanish PHQ-9 to Screen for Depression in Primary Care in Honduras. Primary care companion to the Journal of clinical psychiatry. 2002;4(5):191–195.

    Article  PubMed Central  PubMed  Google Scholar 

  52. Omoro S, Fann J, Weymuller E, Macharia I, Yueh B. Swahili translation and validation of the Patient Health Questionnaire-9 depression scale in the Kenyan head and neck cancer patient population. Int J Psychiatr Med. 2006;36(3):367–381.

    Article  CAS  Google Scholar 

  53. Adewuya AO, Ola BA, Afolabi OO. Validity of the patient health questionnaire (PHQ-9) as a screening tool for depression amongst Nigerian university students. J Affect Disord. 2006;96(1–2):89–93.

    Article  PubMed  Google Scholar 

  54. Okulate G, Olayinka M, Jones O. Somatic symptoms in depression: Evaluation of their diagnostic weight in an African setting. Br J Psychiatr. 2004;184(5):422–427.

    Article  CAS  Google Scholar 

  55. Crane P, Gibbons L, Willig J, Mugavero M, Lawrence S, Schumacher J, et al. Measuring depression levels in HIV-infected patients as part of routine clinical care using the nine-item Patient Health Questionnaire (PHQ-9). AIDS Care. 2010;22(7):874–885.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  56. Justice, A.C., K.A. McGinnis, J. Atkinson, R.K. Heaton, C. Young, J. Sadek, et al. Psychiatric and neurocognitive disorders among HIV-positive and negative veterans in care: Veterans Aging Cohort Five-Site Study. AIDS, 2004. 18 (Suppl1): p. S49-S59.

  57. Malekinejad M, Johnston LG, Kendall C, Kerr LR, Rifkin MR, Rutherford GW. Using respondent-driven sampling methodology for HIV biological and behavioral surveillance in international settings: a systematic review. AIDS Behav. 2008;12(4 Suppl):S105–30.

    Article  PubMed  Google Scholar 

  58. Testa MA, Nackley JF. Methods for quality-of-life studies. Annu Rev Public Health. 1994;15:535–59.

    Article  CAS  PubMed  Google Scholar 

  59. Marc LG, Wang MM, Testa MA. Psychometric evaluation of the HIV symptom distress scale. AIDS Care. 2012;24(11):1432–1441.

  60. DeVellis, R.F. Scale development : theory and applications. 2nd ed. Applied social research methods series; v. 262003, Thousand Oaks, Calif.: SAGE Publications. viii, 171.

  61. StataCorp LP. Stata user's guide. Release 122011, College Station, Tex.: StataCorp LP. x, 389 p.

  62. Microsoft Corporation. Microsoft Excel [computer program] 2010: Microsoft Corp. xvi, 344.

  63. Streiner, D.L. and G.R. Norman. Health measurement scales : a practical guide to their development. Oxford medical publications1989, Oxford; New York: Oxford University Press. vii, 175 p.

  64. Nunnally, J.C. Psychometric theory. 2nd ed1978, New York: McGraw-Hill. xv, 701 p.

  65. Coste J, Bouee S, Ecosse E, Leplege A, Pouchot J. Methodological issues in determining the dimensionality of composite health measures using principal component analysis: case illustration and suggestions for practice. Quality of Life Research. 2005;14(3):641–54.

    Article  PubMed  Google Scholar 

  66. Zwick WR, Velicer WF. Comparison of five rules for determining the number of components to retain. Psychol Bull. 1986;99(3):432–442.

    Article  Google Scholar 

  67. Howard KI, Forehand GA. A method for correcting item-total correlations for the effect of relevant item inclusion. Educ Psychol Meas. 1962;22(4):731–735.

    Article  Google Scholar 

  68. Cole SR. Assessment of differential item functioning in the Perceived Stress Scale-10. J Epidemiol Community Health. 1999;53(5):319–20.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  69. 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(3):285–9.

    Article  CAS  PubMed  Google Scholar 

  70. Marc LG, Raue PJ, Bruce ML. Screening performance of the 15-item geriatric depression scale in a diverse elderly home care population. Am J Geriatr Psychiatry. 2008;16(11):914–21.

    Article  PubMed Central  PubMed  Google Scholar 

  71. Williams DR, Haile R, Gonzalez HM, Neighbors H, Baser R, Jackson JS. The mental health of Black Caribbean immigrants: results from the National Survey of American Life. Am J Public Health. 2007;97(1):52–9.

    Article  PubMed Central  PubMed  Google Scholar 

Download references

Conflict of Interest

The authors declare that they do not have a conflict of interest.

Contributors

The authors would like to thank the Republic of Haiti’s Programme National de Lutte contre le SIDA (Mme. Nirva Duval, Dr. Edieux Louissaint), Laboratoire National de Santé Publique (Dr. Jacques Boncy), SEROvie (Mr. Reginald Dupont), PSI LAC (Dr. Benjamin Nieto-Andrade), UNAIDS (Ms Kate Spring), FOSREF and POZ for their sustained support to the design and implementation of the study. We also thank Ms. Marie-Andre Pierre Victor (Social Worker, Codman Square Community Health Center, Dorchester, MA) and Mrs. Magalie Laraque (Translator, Port-au-Prince, Haiti) for their participation on the Bilingual/Bicultural Expert Panel; Dr. Charles Lewis (Department of Graduate Psychometrics, Fordham University, Bronx, NY), Dr. Janet St. Lawrence (Mississippi State University, Meridian), Dr. Don Operario (Brown University School of Public Health), Dr. David Williams (Harvard School of Public Health, Boston, MA) and Ms. Isabel Morgan (Mount Holyoke College) for reviewing the final draft of this manuscript.

Funders

The project was supported by funding from PEPFAR/USAID, KfW (Kreditanstalt für Wiederaufbau), the Global Fund to Fight AIDS, Malaria and Tuberculosis, the Elton John AIDS Foundation, PSI and Housing Works, Inc. Manuscript development was funded, in part, by a grant from the National Institutes of Health (L60 MD002421-02) and Fellowship (R25MH083620) awarded to the primary author, LGM.

Prior Presentations

Presented at the 19th International AIDS Conference in Washington, DC, July 26, 2012, ‘HIV in Haiti in the Time of Reconstruction, Epidemiology, Achievements, Challenges and Perspectives,’ Session THSA08.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Linda G. Marc MPH, ScD.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Marc, L.G., Henderson, W.R., Desrosiers, A. et al. Reliability and Validity of the Haitian Creole PHQ-9. J GEN INTERN MED 29, 1679–1686 (2014). https://doi.org/10.1007/s11606-014-2951-5

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11606-014-2951-5

Keywords

Navigation