Cost–Utility of Internet-Based Cognitive Behavioral Therapy in Unipolar Depression: A Markov Model Simulation

Springer Science and Business Media LLC - Tập 18 - Trang 567-578 - 2020
Mathias Baumann1, Tom Stargardt1, Simon Frey1
1Hamburg Center for Health Economics (HCHE), Universität Hamburg, Hamburg, Germany

Tóm tắt

Unipolar depression is the most common form of depression and demand for treatment, such as psychotherapy, is high. However, waiting times for psychotherapy often considerably exceed their recommended maximum. As a potentially less costly alternative treatment, internet-based cognitive behavior therapy (ICBT) might help reduce waiting times. We therefore analyzed the cost–utility of ICBT compared to face-to-face CBT (FCBT) as an active control treatment, taking differences in waiting time into account. We constructed a Markov model to simulate costs and health outcomes measured in quality-adjusted life years (QALYs) for ICBT and FCBT in Germany. We modeled a time horizon of 3 years using six states (remission, depressed, spontaneous remission, undergoing treatment, treatment finished, death). The societal perspective was adopted. We obtained parameters for transition probabilities, depression-specific QoL, and cost data from the literature. Deterministic and probabilistic sensitivity analyses were conducted. Within a scenario analysis, we simulated different time-to-treatment combinations. Half-cycle correction was applied. In our simulation, ICBT generated 0.260 QALYs and saved €2536 per patient compared to FCBT. Our deterministic sensitivity analysis suggests that the base-case results were largely unaffected by parameter uncertainty and are therefore robust. Our probabilistic sensitivity analysis suggests that ICBT is highly likely to be more effective (91.5%), less costly (76.0%), and the dominant strategy (69.7%) compared to FCBT. The scenario analysis revealed that the base-case results are robust to variations in time-to-treatment differences. ICBT has a strong potential to balance demand and supply of CBT in unipolar depression by reducing therapist time per patient. It is highly likely to generate more QALYs and reduce health care expenditure. In addition, ICBT may have further positive external effects, such as freeing up capacities for the most severely depressed patients.

Tài liệu tham khảo

Wittchen HU, Jacobi F, Rehm J, Gustavsson A, Svensson M, Jönsson B, et al. The size and burden of mental disorders and other disorders of the brain in Europe 2010. Eur Neuropsychopharmacol. 2011;21:655–79. Jacobi F, Hoyer J, Wittchen H-U. Seelische Gesundheit in Ost und West: Analysen auf der Grundlage des Bundesgesundheitssurveys. Z Für Klin Psychol Psychother. 2004;33:251–60. Jacobi F, Wittchen H-U, Hölting C, Sommer S, Lieb R, Höfler M, et al. Estimating the prevalence of mental and somatic disorders in the community: aims and methods of the German National Health Interview and Examination Survey. Int J Methods Psychiatr Res. 2002;11:1–18. McGee RE, Thompson NJ. Peer reviewed: unemployment and depression among emerging adults in 12 states, behavioral risk factor surveillance system, 2010. Prev Chronic Dis. 2015;12:E38. Rief W, Nanke A, Klaiberg A, Braehler E. Base rates for panic and depression according to the Brief Patient Health Questionnaire: a population-based study. J Affect Disord. 2004;82:271–6. Wittayanukorn S, Qian J, Hansen RA. Prevalence of depressive symptoms and predictors of treatment among US adults from 2005 to 2010. Gen Hosp Psychiatry. 2014;36:330–6. Wittchen H-U, Jacobi F, Klose M, Ryl L. Themenheft 51 “Depressive Erkrankungen”; 2019. World Health Organization. Global Health Estimates 2015: Disease burden by Cause, Age, Sex, by Country and by Region, 2000–2015 [Internet]; 2016. https://www.who.int/healthinfo/global_burden_disease/GHE2016_DALY_WHOReg_2000_2016_.xls?ua=1. Cited 9 May 2019. Bundespsychotherapeutenkammer. Ein Jahr nach der Reform der Psychotherapie-Richtlinie: Wartezeiten 2018; 2018. Mind. We still need to talk. A report on access to talking therapies [Internet]; 2013. http://www.mind.org.uk/media/494424/we-still-need-to-talk_report.pdf. NHS England. NHS England Guidance to Support the Introduction of Access and Waiting Time Standards for Mental Health Services in 2015/16 [Internet]; 2015. https://www.england.nhs.uk/wp-content/uploads/2015/02/mh-access-wait-time-guid.pdf. Cited 6 May 2019. Barbato A, Vallarino M, Rapisarda F, Lora A, Miguel Caldas De Almeida J. Access to mental health care in Europe; 2014. Dobson K. A meta-analysis of the efficacy of cognitive therapy for depression. J Consult Clin Psychol. 1989;57:414–9. Gloaguen V, Cottraux J, Cucherat M, Blackburn I-M. A meta-analysis of the effects of cognitive therapy in depressed patients. J Affect Disord. 1998;49:59–72. Butler AC, Chapman JE, Forman EM, Beck AT. The empirical status of cognitive-behavioral therapy: a review of meta-analyses. Clin Psychol Rev. 2006;26:17–31. Cuijpers P, Andersson G, Donker T, Van Straten A. Psychological treatment of depression: Results of a series of meta-analyses; 2011. http://www.academia.edu/download/44812992/Psychological_treatment_of_depression_re20160417-10936-n39y7y.pdf. Cited 5 Jan 2017. Andersson G, Cuijpers P. Internet-based and other computerized psychological treatments for adult depression: a meta-analysis. Cogn Behav Ther. 2009;38:196–205. Johansson R, Andersson G. Internet-based psychological treatments for depression. Expert Rev Neurother. 2012;12:861–70. Cuijpers P, van Straten A, Andersson G. Internet-administered cognitive behavior therapy for health problems: a systematic review. J Behav Med. 2008;31:169–77. Spek V, Cuijpers PIM, Nyklíček I, Riper H, Keyzer J, Pop V. Internet-based cognitive behaviour therapy for symptoms of depression and anxiety: a meta-analysis. Psychol Med. 2007;37:319–28. Cuijpers P, Berking M, Andersson G, Quigley L, Kleiboer A, Dobson KS. A meta-analysis of cognitive-behavioural therapy for adult depression, alone and in comparison with other treatments. Can J Psychiatry. 2013;58:376–85. Ahern E, Kinsella S, Semkovska M. Clinical efficacy and economic evaluation of online cognitive behavioral therapy for major depressive disorder: a systematic review and meta-analysis. Expert Rev Pharmacoecon Outcomes Res. 2018;18:25–41. Wright JH, Owen JJ, Richards D, Eells TD, Richardson T, Brown GK, et al. Computer-assisted cognitive-behavior therapy for depression: a systematic review and meta-analysis. J Clin Psychiatry. 2019. https://doi.org/10.4088/JCP.18r12188. Marks IM, Kavanagh K, Gega L. Hands-on Help: computer-aided Psychotherapy [Internet]. Maudsley Monographs No. 49. Hove: Psychology Press; 2007. https://ueaeprints.uea.ac.uk/11180/. Cited 5 Sep 2017. Hedman E, Ljótsson B, Lindefors N. Cognitive behavior therapy via the Internet: a systematic review of applications, clinical efficacy and cost-effectiveness. Expert Rev Pharmacoecon Outcomes Res. 2012;12:745–64. Donker T, Blankers M, Hedman E, Ljótsson B, Petrie K, Christensen H. Economic evaluations of Internet interventions for mental health: a systematic review. Psychol Med. 2015;45:3357–76. Warmerdam L, Smit F, van Straten A, Riper H, Cuijpers P. Cost–utility and cost-effectiveness of internet-based treatment for adults with depressive symptoms: randomized trial. J Med Internet Res [Internet]; 2010;12. http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3057305/. Cited 21 Aug 2017. Gerhards SAH, de Graaf LE, Jacobs LE, Severens JL, Huibers MJH, Arntz A, et al. Economic evaluation of online computerised cognitive-behavioural therapy without support for depression in primary care: randomised trial. Br J Psychiatry J Ment Sci. 2010;196:310–8. Hollinghurst S, Peters TJ, Kaur S, Wiles N, Lewis G, Kessler D. Cost-effectiveness of therapist-delivered online cognitive-behavioural therapy for depression: randomised controlled trial. Br J Psychiatry J Ment Sci. 2010;197:297–304. Phillips R, Schneider J, Molosankwe I, Leese M, Foroushani PS, Grime P, et al. Randomized controlled trial of computerized cognitive behavioural therapy for depressive symptoms: effectiveness and costs of a workplace intervention. Psychol Med. 2014;44:741–52. Kolovos S, van Dongen JM, Riper H, Buntrock C, Cuijpers P, Ebert DD, et al. Cost effectiveness of guided Internet-based interventions for depression in comparison with control conditions: an individual–participant data meta-analysis. Depress Anxiety. 2018;35:209–19. Paganini S, Teigelkötter W, Buntrock C, Baumeister H. Economic evaluations of internet- and mobile-based interventions for the treatment and prevention of depression: a systematic review. J Affect Disord. 2018;225:733–55. McCrone P, Knapp M, Proudfoot J, Ryden C, Cavanagh K, Shapiro DA, et al. Cost-effectiveness of computerised cognitive–behavioural therapy for anxiety and depression in primary care: randomised controlled trial. Br J Psychiatry. 2004;185:55–62. Titov N, Dear BF, Ali S, Zou JB, Lorian CN, Johnston L, et al. Clinical and cost-effectiveness of therapist-guided internet-delivered cognitive behavior therapy for older adults with symptoms of depression: a randomized controlled trial. Behav Ther. 2015;46:193–205. Duarte A, Walker S, Littlewood E, Brabyn S, Hewitt C, Gilbody S, et al. Cost-effectiveness of computerized cognitive–behavioural therapy for the treatment of depression in primary care: findings from the Randomised Evaluation of the Effectiveness and Acceptability of Computerised Therapy (REEACT) trial. Psychol Med. 2017;47:1825–35. Kovacs M, Obrosky S, George C. The course of major depressive disorder from childhood to young adulthood: recovery and recurrence in a longitudinal observational study. J Affect Disord. 2016;203:374–81. Beshai S, Dobson KS, Bockting CL, Quigley L. Relapse and recurrence prevention in depression: current research and future prospects. Clin Psychol Rev. 2011;31:1349–60. DGPPN. S3-Leitlinie/Nationale VersorgungsLeitlinie Unipolare Depression—Langfassung, 2. Auflage. Version 5—depression-2aufl-vers5-lang.pdf [Internet]; 2015. http://www.leitlinien.de/mdb/downloads/nvl/depression/depression-2aufl-vers5-lang.pdf. Cited 18 July 2017. Jarrett RB, Kraft D, Doyle J, Foster BM, Eaves GG, Silver PC. Preventing recurrent depression using cognitive therapy with and without a continuation phase: a randomized clinical trial. Arch Gen Psychiatry. 2001;58:381–8. Shea MT, Elkin I, Imber SD, Sotsky SM, Watkins JT, Collins JF, et al. Course of depressive symptoms over follow-up: findings from the National Institute of Mental Health Treatment of Depression Collaborative Research Program. Arch Gen Psychiatry. 1992;49:782–7. Thase ME, Simons AD, McGeary J, Cahalane JF, Hughes C, Harden T, et al. Relapse after cognitive behavior therapy of depression: potential implications for longer courses of treatment. Am J Psychiatry. 1992;149:1046. Hautzinger M, Welz S. Cognitive behavioral therapy for depressed older outpatients–a controlled, randomized trial. Z Gerontol Geriatr. 2004;37:427–35. Jarrett RB, Basco MR, Risser R, Ramanan J, Marwill M, Kraft D, et al. Is there a role for continuation phase cognitive therapy for depressed outpatients? J Consult Clin Psychol. 1998;66:1036. Evans MD, Hollon SD, DeRubeis RJ, Piasecki JM, Grove WM, Garvey MJ, et al. Differential relapse following cognitive therapy and pharmacotherapy for depression. Arch Gen Psychiatry. 1992;49:802–8. Gortner ET, Gollan JK, Dobson KS, Jacobson NS. Cognitive–behavioral treatment for depression: relapse prevention. J Consult Clin Psychol. 1998;66:377. Hollon SD, DeRubeis RJ, Shelton RC, Amsterdam JD, Salomon RM, O’Reardon JP, et al. Prevention of relapse following cognitive therapy vs medications in moderate to severe depression. Arch Gen Psychiatry. 2005;62:417–22. Jacobson NS, Fruzzetti AE, Dobson K, Whisman M, Hops H. Couple therapy as a treatment for depression: II. The effects of relationship quality and therapy on depressive relapse. J Consult Clin Psychol. 1993;61:516. Godfrin KA, van Heeringen C. The effects of mindfulness-based cognitive therapy on recurrence of depressive episodes, mental health and quality of life: a randomized controlled study. Behav Res Ther. 2010;48:738–46. IQWiG. General Methods Version 5.0 [Internet]. Gen. Methods Benefit Assess; 2017. https://www.iqwig.de/en/methods/methods-paper.3020.html. National Institute for Health and Clinical Excellence. The guidelines manual [Internet]. London: National Institute for Health and Clinical Excellence; 2012. http://www.nice.org.uk. Spijker J, de Graaf R, Bijl RV, Beekman ATF, Ormel J, Nolen WA. Duration of major depressive episodes in the general population: results from The Netherlands Mental Health Survey and Incidence Study (NEMESIS). Br J Psychiatry. 2002;181:208–13. Kessler RC, Berglund P, Demler O, Jin R, Koretz D, Merikangas KR, et al. The epidemiology of major depressive disorder: results from the National Comorbidity Survey Replication (NCS-R). JAMA. 2003;289:3095–105. Owen JJ, Adelson J, Budge S, Kopta SM, Reese RJ. Good-enough level and dose-effect models: variation among outcomes and therapists. Psychother Res. 2016;26:22–30. Kegel AF, Flückiger C. Predicting psychotherapy dropouts: a multilevel approach. Clin Psychol Psychother. 2015;22:377–86. Naimark DMJ, Bott M, Krahn M. The half-cycle correction explained: two alternative pedagogical approaches. Med Decis Making. 2008;28:706–12. Filipović-Pierucci A, Zarca K, Durand-Zaleski I. Markov Models for Health Economic Evaluations: The R Package heemod. ArXiv170203252 Stat [Internet]; 2017. http://arxiv.org/abs/1702.03252. Viechtbauer W. Conducting meta-analyses in R with the metafor package. J Stat Softw. 2010;36:1–48. Richards D, Richardson T. Computer-based psychological treatments for depression: a systematic review and meta-analysis. Clin Psychol Rev. 2012;32:329–42. Vittengl JR, Clark LA, Dunn TW, Jarrett RB. Reducing relapse and recurrence in unipolar depression: A comparative meta-analysis of cognitive-behavioral therapy’s effects. [Internet]. American Psychological Association; 2007. http://psycnet.apa.org/journals/ccp/75/3/475/. Cited 14 Sep 2017. Murphy GE, Simons AD, Wetzel RD, Lustman PJ. Cognitive therapy and pharmacotherapy: singly and together in the treatment of depression. Arch Gen Psychiatry. 1984;41:33–41. DeRubeis RJ, Hollon SD, Amsterdam JD, Shelton RC, Young PR, Salomon RM, et al. Cognitive therapy vs medications in the treatment of moderate to severe depression. Arch Gen Psychiatry. 2005;62:409–16. Elkin I, Shea MT, Watkins JT, Imber SD, Sotsky SM, Collins JF, et al. National Institute of Mental Health treatment of depression collaborative research program: general effectiveness of treatments. Arch Gen Psychiatry. 1989;46:971–82. Warmerdam L, van Straten A, Twisk J, Riper H, Cuijpers P. Internet-based treatment for adults with depressive symptoms: randomized controlled trial. J Med Internet Res [Internet]. 2008;10. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2629364/. Kessler D, Lewis G, Kaur S, Wiles N, King M, Weich S, et al. Therapist-delivered internet psychotherapy for depression in primary care: a randomised controlled trial. Lancet. 2009;374:628–34. Titov N, Andrews G, Davies M, McIntyre K, Robinson E, Solley K. Internet treatment for depression: a randomized controlled trial comparing clinician vs. technician assistance. PLoS One. 2010;5:e10939. Vernmark K, Lenndin J, Bjärehed J, Carlsson M, Karlsson J, Öberg J, et al. Internet administered guided self-help versus individualized e-mail therapy: a randomized trial of two versions of CBT for major depression. Behav Res Ther. 2010;48:368–76. Ruwaard J, Schrieken B, Schrijver M, Broeksteeg J, Dekker J, Vermeulen H, et al. Standardized web-based cognitive behavioural therapy of mild to moderate depression: a randomized controlled trial with a long-term follow-up. Cogn Behav Ther. 2009;38:206–21. Hedman E, Ljótsson B, Kaldo V, Hesser H, El Alaoui S, Kraepelien M, et al. Effectiveness of Internet-based cognitive behaviour therapy for depression in routine psychiatric care. J Affect Disord. 2014;155:49–58. Andersson G, Hesser H, Veilord A, Svedling L, Andersson F, Sleman O, et al. Randomised controlled non-inferiority trial with 3-year follow-up of internet-delivered versus face-to-face group cognitive behavioural therapy for depression. J Affect Disord. 2013;151:986–94. DerSimonian R, Laird N. Meta-analysis in clinical trials. Control Clin Trials. 1986;7:177–88. de Graaf LE, Gerhards SAH, Arntz A, Riper H, Metsemakers JFM, Evers SMA, et al. Clinical effectiveness of online computerised cognitive-behavioural therapy without support for depression in primary care: randomised trial. Br J Psychiatry J Ment Sci. 2009;195:73–80. Farrer L, Christensen H, Griffiths KM, Mackinnon A. Internet-based CBT for depression with and without telephone tracking in a national helpline: randomised controlled trial. PLoS One. 2011;6:e28099. WHO Mortality Database [Internet]. http://apps.who.int/healthinfo/statistics/mortality/whodpms/. Cited 30 Aug 2018. White J, Zaninotto P, Walters K, Kivimäki M, Demakakos P, Shankar A, et al. Severity of depressive symptoms as a predictor of mortality: the English longitudinal study of ageing. Psychol Med. 2015;45:2771–9. Kassenärtliche Bundesvereinigung (KBV). Strukturreform der Psychotherapeutischen Versorgung [Internet]; 2018. http://www.kbv.de/media/sp/Praxisinformation_Psychotherapie_Reform.pdf. Cited 21 Mar 2018. Hedman E, Ljótsson B, Rück C, Bergström J, Andersson G, Kaldo V, et al. Effectiveness of Internet-based cognitive behaviour therapy for panic disorder in routine psychiatric care. Acta Psychiatr Scand. 2013;128:457–67. Sapin C, Fantino B, Nowicki M-L, Kind P. Usefulness of EQ-5D in assessing health status in primary care patients with major depressive disorder. Health Qual Life Outcomes. 2004;2:20. Wittchen H-U, Pittrow D. Prevalence, recognition and management of depression in primary care in Germany: the Depression 2000 study. Hum Psychopharmacol Clin Exp. 2002;17:S1–11. Krauth C, Stahmeyer JT, Petersen JJ, Freytag A, Gerlach FM, Gensichen J. Resource utilisation and costs of depressive patients in germany: results from the primary care monitoring for depressive patients trial [Internet]. Depress Res Treat; 2014. https://www.hindawi.com/journals/drt/2014/730891/abs/. Cited 18 July 2017. Gensichen J, Torge M, Peitz M, Wendt-Hermainski H, Beyer M, Rosemann T, et al. Case management for the treatment of patients with major depression in general practices—rationale, design and conduct of a cluster randomized controlled trial—PRoMPT (Primary care Monitoring for depressive Patient’s Trial) [ISRCTN66386086]—study protocol. BMC Public Health. 2005;5:101. Staat & Gesellschaft—Gesundheitsausgaben-Statistisches Bundesamt (Destatis) [Internet]. https://www.destatis.de/DE/ZahlenFakten/GesellschaftStaat/Gesundheit/Gesundheitsausgaben/Gesundheitsausgaben.html. Cited 31 Jan 2019. Kassenärztliche Bundesvereinigung [Internet]. http://www.kbv.de/html/index.php. Cited 21 Mar 2018. KBV-Vergütung Psychotherapie [Internet]. http://www.kbv.de/html/17549.php. Cited 29 Aug 2018. Byford S, Barrett B, Despiégel N, Wade A. Impact of treatment success on health service use and cost in depression: longitudinal database analysis. PharmacoEconomics. 2011;29:157–70. Dennehy EB, Robinson RL, Stephenson JJ, Faries D, Grabner M, Palli SR, et al. Impact of non-remission of depression on costs and resource utilization: from the COmorbidities and symptoms of DEpression (CODE) study. Curr Med Res Opin. 2015;31:1165–77. Briggs A, Sculpher M, Claxton K. Decision modelling for health economic evaluation. Oxford: OUP; 2006. Briggs AH, Weinstein MC, Fenwick EAL, Karnon J, Sculpher MJ, Paltiel AD. Model parameter estimation and uncertainty analysis: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force Working Group-6. Med Decis Making. 2012;32:722–32. Ahlert M, Breyer F, Schwettmann L. How you ask is what you get: framing effects in willingness-to-pay for a QALY. Soc Sci Med. 2016;150:40–8. Foreman DM, Hanna M. How long can a waiting list be? The impact of waiting time on intention to attend child and adolescent psychiatric clinics. Psychiatr Bull. 2000;24:211–3. McGarry J, McNicholas F, Buckley H, Kelly BD, Atkin L, Ross N. The clinical effectiveness of a brief consultation and advisory approach compared to treatment as usual in child and adolescent mental health services. Clin Child Psychol Psychiatry. 2008;13:365–76. Williams ME, Latta J, Conversano P. Eliminating The wait for mental health services. J Behav Health Serv Res. 2008;35:107–14. Afzali HHA, Karnon J, Gray J. A proposed model for economic evaluations of major depressive disorder. Eur J Health Econ. 2012;13:501–10. Karnon J, Afzali HHA. When to use discrete event simulation (DES) for the economic evaluation of health technologies? A review and critique of the costs and benefits of DES. PharmacoEconomics. 2014;32:547–58.