Psychotherapies for depression in low- and middle-income countries: a meta-analysis

Pim Cuijpers, Eirini Karyotaki, Mirjam Reijnders, Marianna Purgato, Corrado Barbui, Pim Cuijpers, Eirini Karyotaki, Mirjam Reijnders, Marianna Purgato, Corrado Barbui

Abstract

Most psychotherapies for depression have been developed in high-income Western countries of North America, Europe and Australia. A growing number of randomized trials have examined the effects of these treatments in non-Western countries. We conducted a meta-analysis of these studies to examine whether these psychotherapies are effective and to compare their effects between studies from Western and non-Western countries. We conducted systematic searches in bibliographical databases and included 253 randomized controlled trials, of which 32 were conducted in non-Western countries. The effects of psychotherapies in non-Western countries were large (g=1.10; 95% CI: 0.91-1.30), with high heterogeneity (I2 =90; 95% CI: 87-92). After adjustment for publication bias, the effect size dropped to g=0.73 (95% CI: 0.51-0.96). Subgroup analyses did not indicate that adaptation to the local situation was associated with the effect size. Comparisons with the studies in Western countries showed that the effects of the therapies were significantly larger in non-Western countries, also after adjusting for characteristics of the participants, the treatments and the studies. These larger effect sizes in non-Western countries may reflect true differences indicating that therapies are indeed more effective; or may be explained by the care-as-usual control conditions in non-Western countries, often indicating that no care was available; or may be the result of the relative low quality of many trials in the field. This study suggests that psychotherapies that were developed in Western countries may or may not be more effective in non-Western countries, but they are probably no less effective and can therefore also be used in these latter countries.

Keywords: Depression; care-as-usual; low- and middle-income countries; meta-analysis; psychotherapy.

© 2018 World Psychiatric Association.

Figures

Figure 1
Figure 1
PRISMA flow chart
Figure 2
Figure 2
Forest plot of effect sizes from randomized controlled trials of psychotherapies for depression in Non‐Western countries. CBT – cognitive behavior therapy, MBCT – mindfulness based cognitive therapy, DR – psychodrama, CMT – cognitive marital therapy

References

    1. Steel Z, Marnane C, Iranpour C et al. The global prevalence of common mental disorders: a systematic review and meta‐analysis 1980‐2013. Int J Epidemiol 2014;43:476‐93.
    1. Kessler RC, Berglund P, Demler O et al. Lifetime prevalence and age‐of‐onset distributions of DSM‐IV disorders in the National Comorbidity Survey Replication. Arch Gen Psychiatry 2005;62:593‐602.
    1. Smit F, Comijs H, Schoevers R et al. Target groups for the prevention of late‐life anxiety. Br J Psychiatry 2007;190:428‐34.
    1. Whiteford HA, Degenhardt L, Rehm J et al. Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010. Lancet 2013;382:1575‐86.
    1. Chisholm D, Sweeny K, Sheehan P et al. Scaling‐up treatment of depression and anxiety: a global return on investment analysis. Lancet Psychiatry 2016;3:415‐24.
    1. Gustavsson A, Svensson M, Jacobi F et al. Cost of disorders of the brain in Europe 2010. Eur Neuropsychopharmacol 2011;21:718‐79.
    1. Hu T‐W. Perspectives: an international review of the national cost estimates of mental illness, 1990‐2003. J Ment Health Policy Econ 2006;9:3‐13.
    1. Bloom DE, Cafiero E, Jané‐Llopis E et al. The global economic burden of noncommunicable diseases. Geneva: World Economic Forum, 2012.
    1. McHugh RK, Whitton SW, Peckham AD et al. Patient preference for psychological vs pharmacologic treatment of psychiatric disorders: a meta‐analytic review. J Clin Psychiatry 2013;74:595‐602.
    1. Cuijpers P. Personalized treatment for functional outcome in depression. Medicographia 2014;36:476‐81.
    1. Cuijpers P, Berking M, Andersson G et al. A meta‐analysis of cognitive‐behavioural therapy for adult depression, alone and in comparison with other treatments. Can J Psychiatry 2013;58:376‐85.
    1. Cuijpers P, Geraedts AS, van Oppen P et al. Interpersonal psychotherapy for depression: a meta‐analysis. Am J Psychiatry 2011;168:581‐92.
    1. Cuijpers P, van Straten A, Warmerdam L. Problem solving therapies for depression: a meta‐analysis. Eur Psychiatry 2007;22:9‐15.
    1. Ekers D, Webster L, Van Straten A et al. Behavioural activation for depression; an update of meta‐analysis of effectiveness and sub group analysis. PLoS One 2014;9:e100100.
    1. Cuijpers P, van Straten A, Bohlmeijer E et al. The effects of psychotherapy for adult depression are overestimated: a meta‐analysis of study quality and effect size. Psychol Med 2010;40:211‐23.
    1. Cuijpers P, Smit F, Bohlmeijer E et al. Efficacy of cognitive‐behavioural therapy and other psychological treatments for adult depression: meta‐analytic study of publication bias. Br J Psychiatry 2010;196:173‐8.
    1. Cuijpers P, Cristea IA, Karyotaki E et al. How effective are cognitive behavior therapies for major depression and anxiety disorders? A meta‐analytic update of the evidence. World Psychiatry 2016;15:245‐58.
    1. Cuijpers P, Sijbrandij M, Koole SL et al. The efficacy of psychotherapy and pharmacotherapy in treating depressive and anxiety disorders: a meta‐analysis of direct comparisons. World Psychiatry 2013;12:137‐48.
    1. Karyotaki E, Smit Y, Beurs DP et al. The long‐term efficacy of acute‐phase psychotherapy for depression: a meta‐analysis of randomized trials. Depress Anxiety 2016;33:370‐83.
    1. Cuijpers P, van Straten A, Andersson G et al. Psychotherapy for depression in adults: a meta‐analysis of comparative outcome studies. J Consult Clin Psychol 2008;76:909‐22.
    1. Cuijpers P, Andersson G, Donker T et al. Psychological treatment of depression: results of a series of meta‐analyses. Nord J Psychiatry 2011;65:354‐64.
    1. Barth J, Munder T, Gerger H et al. Comparative efficacy of seven psychotherapeutic interventions for patients with depression: a network meta‐analysis. PLoS Med 2013;10:e1001454.
    1. Higgins JPT, Altman DG, Gotzsche PC et al. The Cochrane Collaboration's tool for assessing risk of bias in randomised trials. BMJ 2011;343:d5928.
    1. Cohen J. Statistical power analysis for the behavioral sciences, 2nd ed Hillsdale: Erlbaum, 1988.
    1. Hedges LV, Olkin I. Statistical methods for meta‐analysis. Orlando: Academic Press, 1985.
    1. Beck AT, Ward CH, Mendelson M et al. An inventory for measuring depression. Arch Gen Psychiatry 1961;4:561‐71.
    1. Beck AT, Steer RA, Brown GK. BDI‐II, Beck depression Inventory: manual. San Antonio: Psychological Corporation, 1996.
    1. Hamilton M. A rating scale for depression. J Neurol Neurosurg Psychiatry 1960;23:56‐62.
    1. Furukawa TA. From effect size into number needed to treat. Lancet 1999;353:1680.
    1. Cuijpers P, Karyotaki E, Weitz E et al. The effects of psychotherapies for major depression in adults on remission, recovery and improvement: a meta‐analysis. J Affect Disord 2014;159:118‐26.
    1. Higgins JPT, Thompson SG, Deeks JJ et al. Measuring inconsistency in meta‐analyses. BMJ 2003;327:557‐60.
    1. Ioannidis JPA, Patsopoulos NA, Evangelou E. Uncertainty in heterogeneity estimates in meta‐analyses. BMJ 2007;335:914‐6.
    1. Orsini N, Higgins J, Bottai M et al. Heterogi: Stata module to quantify heterogeneity in a meta‐analysis. Boston: Boston College Department of Economics, 2005.
    1. Duval S, Tweedie R. Trim and fill: a simple funnel‐plot‐based method of testing and adjusting for publication bias in meta‐analysis. Biometrics 2000;56:455‐63.
    1. Bolton P, Bass J, Neugebauer R et al. Group interpersonal psychotherapy for depression in rural Uganda: a randomized controlled trial. JAMA 2003;289:3117‐24.
    1. Chan AS, Wong QY, Sze SL et al. A Chinese Chan‐based mind‐body intervention for patients with depression. J Affect Disord 2012;142:283‐9.
    1. Chan MF, Ng SE, Tien A et al. A randomised controlled study to explore the effect of life story review on depression in older Chinese in Singapore. Health Soc Care Community 2013;21:545‐53.
    1. Chen CH, Tseng YF, Chou FH et al. Effects of support group intervention in postnatally distressed women. A controlled study in Taiwan. J Psychosom Res 2000;49:395‐9.
    1. Chiang KJ, Chen TH, Hsieh HT et al. One‐year follow‐up of the effectiveness of cognitive behavioral group therapy for patients depression: a randomized, single‐blinded, controlled study. Sci World J 2015;373149.
    1. Cho HJ, Kwon JH, Lee JJ. Antenatal cognitive‐behavioral therapy for prevention of postpartum depression: a pilot study. Yonsei Med J 2008;49:553‐62.
    1. Duarte PS, Miyazaki MC, Blay SL et al. Cognitive‐behavioral group therapy is an effective treatment for major depression in hemodialysis patients. Kidney Int 2009;76:414‐21.
    1. Faramarzi M, Alipor A, Esmaelzadeh S et al. Treatment of depression and anxiety in infertile women: cognitive behavioral therapy versus fluoxetine. J Affect Disord 2008;108:159‐64.
    1. Furukawa TA, Horikoshi M, Kawakami N et al. Telephone cognitive‐behavioral therapy for subthreshold depression and presenteeism in workplace: a randomized controlled trial. PLoS One 2012;7:e35330.
    1. García‐Peña C, Vázquez‐Estupiñan F, Avalos‐Pérez F et al. Clinical effectiveness of group cognitive‐behavioural therapy for depressed older people in primary care: a randomised controlled trial. Salud Ment 2015;38:33‐9.
    1. Hamdan‐Mansour AM, Puskar K, Bandak AG. Effectiveness of cognitive‐behavioral therapy on depressive symptomatology, stress and coping strategies among Jordanian university students. Issues Ment Health Nurs 2009;30:188‐96.
    1. Hou Y, Hu P, Zhang Y et al. Cognitive behavioral therapy in combination with systemic family therapy improves mild to moderate postpartum depression. Rev Bras Psiquiatr 2014;36:47‐52.
    1. Huang CY, Lai HL, Chen CI et al. Effects of motivational enhancement therapy plus cognitive behaviour therapy on depressive symptoms and health‐related quality of life in adults with type II diabetes mellitus: a randomised controlled trial. Qual Life Res 2015;25:1275‐83.
    1. Jiang L, Wang ZZ, Qiu LR et al. Psychological intervention for postpartum depression. J Huazhong Univ Sci Technol Med Sci 2014;34:437‐42.
    1. Leung SS, Lee AM, Chiang VC et al. Culturally sensitive, preventive antenatal group cognitive‐behavioural therapy for Chinese women with depression. Int J Nurs Pract 2013;19:28‐37.
    1. Liu ET‐H, Chen W‐L, Li Y‐H et al. Exploring the efficacy of cognitive bibliotherapy and a potential mechanism of change in the treatment of depressive symptoms among the Chinese: a randomized controlled trial. Cogn Ther Res 2009;33:449‐61.
    1. Mukhtar F. Predictors of group cognitive behaviour therapy outcomes for the treatment of depression in Malaysia. Asian J Psychiatry 2011;4:125‐8.
    1. Naeem F, Sarhandi I, Gul M et al. A multicentre randomised controlled trial of a carer supervised culturally adapted CBT (CaCBT) based self‐help for depression in Pakistan. J Affect Disord 2014;156:224‐7.
    1. Nakimuli‐Mpungu E, Wamala K, Okello J et al. Group support psychotherapy for depression treatment in people with HIV/AIDS in northern Uganda: a single‐centre randomised controlled trial. Lancet HIV 2015;2:e190‐9.
    1. Ng SE, Tien A, Thayala JN et al. The effect of life story review on depression of older community‐dwelling Chinese adults in Singapore: a preliminary result. Int J Geriatr Psychiatry 2013;28:328‐30.
    1. Ngai FW, Wong PWC, Leung KY et al. The effect of telephone‐based cognitive‐behavioral therapy on postnatal depression: a randomized controlled trial. Psychother Psychosom 2015;84:294‐303.
    1. Omidi A, Mohammadkhani P, Mohammadi A et al. Comparing mindfulness based cognitive therapy and traditional cognitive behavior therapy with treatments as usual on reduction of major depressive disorder symptoms. Iran Red Crescent Med J 2013;15:142‐6.
    1. Petersen I, Hanass Hancock J, Bhana A et al. A group‐based counselling intervention for depression comorbid with HIV/AIDS using a task shifting approach in South Africa: a randomized controlled pilot study. J Affect Disord 2014;158:78‐84.
    1. Qiu J, Chen W, Gao X et al. A randomized controlled trial of group cognitive behavioral therapy for Chinese breast cancer patients with major depression. J Psychosom Obstet Gynecol 2013;34:60‐7.
    1. Rahman A, Malik A, Sikander S et al. Cognitive behaviour therapy‐based intervention by community health workers for mothers with depression and their infants in rural Pakistan: a cluster‐randomised controlled trial. Lancet 2008;372:902‐9.
    1. Songprakun W, McCann TV. Evaluation of a cognitive behavioural self‐help manual for reducing depression: a randomized controlled trial. J Psychiatr Ment Health Nurs 2012;19:647‐53.
    1. Sreevani R, Reddemma K, Chan CL et al. Effectiveness of integrated body‐mind‐spirit group intervention on the well‐being of Indian patients with depression: a pilot study. J Nurs Res 2013;21:179‐86.
    1. Teichman Y, Bar‐el Z, Shor H et al. A comparison of two modalities of cognitive therapy (individual and marital) in treating depression. Psychiatry 1995;58:136‐48.
    1. Vitriol VG, Ballesteros ST, Florenzano RU et al. Evaluation of an outpatient intervention for women with severe depression and a history of childhood trauma. Psychiatr Serv 2009;60:936‐42.
    1. Wong DFK. Cognitive and health‐related outcomes of group cognitive behavioural treatment for people with depressive symptoms in Hong Kong: randomized wait‐list control study. Aust N Z J Psychiatry 2008;42:702‐11.
    1. Wong DFK. Cognitive behavioral treatment groups for people with chronic depression in Hong Kong: a randomized wait‐list control design. Depress Anxiety 2008;25:142‐8.
    1. Zu S, Xiang Y‐T, Liu J et al. A comparison of cognitive‐behavioral therapy, antidepressants, their combination and standard treatment for Chinese patients with moderate‐severe major depressive disorders. J Affect Disord 2014;152‐4:262‐7.

Source: PubMed

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