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Research ArticleSystematic Review

Psychologic Treatment of Depression Compared With Pharmacotherapy and Combined Treatment in Primary Care: A Network Meta-Analysis

Pim Cuijpers, Matthijs Oud, Eirini Karyotaki, Hisashi Noma, Soledad Quero, Andrea Cipriani, Bruce Arroll and Toshi A. Furukawa
The Annals of Family Medicine May 2021, 19 (3) 262-270; DOI: https://doi.org/10.1370/afm.2676
Pim Cuijpers
Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, The Netherlands (P.C., E.K.);
PhD
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  • For correspondence: p.cuijpers@vu.nl
Matthijs Oud
Department of Treatment, Care and Reintegration, Trimbos Institute, Utrecht, The Netherlands (M.O.);
MA
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Eirini Karyotaki
Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, The Netherlands (P.C., E.K.);
PhD
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Hisashi Noma
Department of Data Science, The Institute of Statistical Mathematics, Tokyo, Japan (H.N.);
PhD
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Soledad Quero
Department of Basic and Clinical Psychology and Psychobiology, Universitat Jaume I, Castellón, Spain (S.Q.);
CIBER of Physiopathology of Obesity and Nutrition (CIBERObn), Madrid, Spain (S.Q.);
PhD
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Andrea Cipriani
Department of Psychiatry, Warneford Hospital, University of Oxford, Oxford, United Kingdom (A.C.);
Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, United Kingdom (A.C.);
MD, PhD
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Bruce Arroll
Department of General Practice and Primary Health Care, University of Auckland, Auckland, New Zealand (B.A.);
PhD
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Toshi A. Furukawa
Department of Health Promotion and Human Behavior, Kyoto University Graduate School of Medicine/School of Public Health, Kyoto, Japan (T.A.F.)
MD, PhD
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  • Figure 1.
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    Figure 1.

    Network plot.

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    Figure 2.
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    Figure 2.
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    Figure 2.
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    Figure 2.

    Ranked forest plots.

    CAU = care as usual; RR = relative risk; SMD = standardized mean difference.

Tables

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    Table 1.

    Description of Included Studies and Distribution of Potential Effect Modifiers

    All Studiesa n (%)Psy vs CAU n (%)Psy vs Pha n (%)Pha vs Comb n (%)Psy vs WL n (%)
    Patients
    Screening
        Yes19 (30.6)12 (30.8)7 (41.2)3 (60.0)0 (0)
        No43 (69.4)27 (69.2)10 (58.8)2 (40.0)6 (100.0)
    Target group
        Adults50 (80.6)31 (79.5)13 (76.5)4 (80.0)6 (100.0)
        Specific groupb12 (19.4)8 (20.5)4 (23.5)1 (20.0)0 (0)
    Psychotherapy
    Type
        CBT32 (51.6)22 (56.4)3 (17.6)2 (40.0)5 (83.3)
        IPT6 (9.7)3 (7.7)4 (23.5)1 (20.0)0 (0)
        PST8 (12.9)2 (5.1)6 (35.3)1 (20.0)0 (0)
        Supportive5 (8.1)3 (7.7)3 (17.6)0 (0)0 (0)
        Other11 (17.7)9 (23.1)1 (5.9)1 (20.0)1 (16.7)
    Format
        Individual39 (62.9)24 (61.5)13 (76.5)4 (80.0)2 (33.3)
        Group/GSH mixed23 (37.1)15 (38.5)4 (23.5)1 (20.0)4 (66.7)
    Adequate28 (45.2)22 (56.4)4 (23.5)3 (60.0)1 (16.7)
    Pharmacotherapy
    Type
        SSRI7 (11.3)0 (0)6 (35.3)2 (40.0)0 (0)
        Other9 (14.5)0 (0)7 (41.2)3 (60.0)0 (0)
        None46 (74.2)0 (0)4 (23.5)0 (0)0 (0)
    Adequate9 (56.3)c0 (0)8 (47.1)2 (40.0)0 (0)
    General study characteristics
    Country
        North America9 (14.5)6 (15.4)4 (23.5)1 (20.0)0 (0)
        Europe40 (64.5)24 (61.5)11 (64.7)4 (80.0)6 (100.0)
        Other13 (21.0)9 (23.1)2 (11.8)0 (0)0 (0)
    Risk of bias
        Low28 (45.2)15 (38.5)8 (47.1)4 (80.0)2 (33.3)
        At least some34 (54.8)24 (61.5)9 (52.9)1 (20.0)4 (67.7)
    Total62 (100.0)39 (100.0)17 (100.0)5 (100.0)6 (100.0)
    • CAU = care as usual; CBT = cognitive behavior therapy; Comb = combined treatment; GSH = guided self-help; IPT = interpersonal psychotherapy; Pha = pharmacotherapy; PST = problem-solving therapy; Psy = psychotherapy; SSRI = selective serotonin reuptake inhibitor; WL = waitlist.

    • ↵a Includes all 62 comparisons.

    • ↵b Specific groups refer to older adults (García-Peña, 2015; Joling, 2011; Laidlaw, 2008; Serfaty, 2009; Scogin, 2018; Williams, 2000),44-49 women with postpartum depression (Chibanda, 2014; Sharp, 2010),50-51 minorities (Dwight-Johnson, 2011; Gater, 2010),52-53 and patients with comorbid headache/migraine.54 See Supplemental Appendix 4 for complete references for all studies.

    • ↵c This is 56.3% of the 16 studies that included pharmacotherapy.

    • View popup
    Table 2.

    Response, Remission, SMD, and Acceptability for Psychotherapy, Pharmacotherapy, and Combined Treatment Compared With Each Other and Control Conditions (CAU, Waitlist, Placebo)3

    Acceptability
    ResponseCombined1.11 (0.65-1.90)1.00 (0.57-1.76)0.81 (0.42-1.58)0.93 (0.52-1.67)0.84 (0.41-1.72)
    1.30 (0.98-1.73)Pharmacotherapy0.90 (0.69-1.18)0.73 (0.48-1.11)0.84 (0.61-1.15)0.75 (0.44-1.28)
    1.35 (1.00-1.81)1.03 (0.88-1.22)Psychotherapy0.81 (0.53-1.25)0.93 (0.78-1.10)0.83 (0.53-1.31)
    1.65 (1.10-2.46)1.26 (0.94-1.71)1.22 (0.90-1.66)Pill placebo1.15 (0.72-1.82)1.03 (0.55-1.93)
    2.15 (1.56-2.97)1.65 (1.35-2.03)1.60 (1.40-1.83)1.31 (0.94-1.81)CAU0.90 (0.55-1.45)
    3.16 (1.91-5.21)2.43 (1.57-3.74)2.35 (1.57-3.51)1.92 (1.16-3.17)1.47 (0.96-2.23)Waitlist
    Standardized Mean Difference
    RemissionCombined0.29 (–0.03 to 0.60)0.26 (–0.07 to 0.59)0.54 (0.06-1.02)0.70 (0.35-1.05)1.13 (0.64-1.61)
    1.25 (0.77-2.04)Pharmacotherapy–0.03 (–0.22 to 0.17)0.25 (–0.13 to 0.63)0.41 (0.18-0.64)0.84 (0.44-1.24)
    1.35 (0.81-2.26)1.08 (0.87-1.34)Psychotherapy0.28 (–0.10 to 0.66)0.44 (0.31-0.57)0.86 (0.51-1.22)
    1.74 (0.95-3.20)1.39 (0.95-2.03)1.29 (0.88-1.88)Placebo0.16 (–0.24 to 0.56)0.59 (0.07-1.10)
    2.09 (1.22-3.58)1.67 (1.28-2.18)1.55 (1.29-1.85)1.20 (0.79 to 1.82)CAU0.43 (0.05-0.80)
    3.26 (1.57-6.77)2.60 (1.48-4.58)2.41 (1.43-4.06)1.87 (0.98 to 3.56)1.56 (0.90-2.70)Waitlist
    • CAU = care as usual; RR = relative risk; SMD = standardized mean difference.

    • Note: Data are shown as RR (95% CI) (upper panel and lower left of lower panel) or SMD (95% CI) (upper right of lower panel).

    • a In the lower left triangle of the upper part of the table, RR >1 means that the column-defining intervention increases the event of interest compared with the row-defining intervention. Therefore, the former is more efficacious than the latter. In the upper right triangle, RR >1 means that the row-defining intervention increases the event of interest compared with the column-defining intervention. Therefore, the former is less acceptable than the latter. In the lower left triangle of the lower portion of the table, RR >1 means that the column-defining intervention increases the event of interest compared with the row-defining intervention. In the upper right triangle, SMD >0 means that the row-defining intervention is more effective compared to the column-defining intervention.

    • View popup
    Table 3.

    Ranking of Treatments by Surface Under the Cumulative Ranking Curve

    ResponseRemissionSMDAcceptability
    Combined98.792.997.756.9
    Pharmacotherapy72.578.166.581.6
    Psychotherapy65.265.271.862.8
    Placebo42.339.439.325.8
    Care as usual20.422.824.142.7
    Waitlist0.81.70.630.2
    • SMD = standardized mean difference.

Additional Files

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  • Supplemental appendixes 1-19

    Supplemental appendixes 1-19

    • Supplemental data -

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  • The Article in Brief

    Psychologic Treatment of Depression Compared With Pharmacotherapy and Combined Treatment in Primary Care: A Network Meta-Analysis


    Pim Cuijpers , and colleagues

    Background Surgical cesarean births can expose new mothers to a range of health complications, including infection, blood clots and hemorrhage. As part of Healthy People 2020 and other maternal health objectives, the state of California exerted pressure to reduce cesarean deliveries, and statewide organizations established quality initiatives in partnership with those goals.


    What This Study Found In this study, researchers from Stanford University and the University of Chicago examined unit culture and provider mix differences on hospital and delivery units to identify characteristics of units that successfully reduced their cesarean delivery rates. The mixed-methods study surveyed and interviewed labor and delivery teams from 37 California hospitals that were participating sites in the California Maternal Quality Care Collaborative’s Supporting Vaginal Birth initiative.

    Respondents at successful hospitals included more family physicians and midwives, and physicians who had been in practice for less time. The study identified a number of unit culture factors that also predicted success.


    Implications         

    • “Family medicine, a discipline that strongly identifies itself as valuing patient-centered care and shared decision-making, may be in a unique position to contribute positively to this aspect of culture change on labor and delivery units.”
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The Annals of Family Medicine: 19 (3)
The Annals of Family Medicine: 19 (3)
Vol. 19, Issue 3
1 May 2021
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Psychologic Treatment of Depression Compared With Pharmacotherapy and Combined Treatment in Primary Care: A Network Meta-Analysis
Pim Cuijpers, Matthijs Oud, Eirini Karyotaki, Hisashi Noma, Soledad Quero, Andrea Cipriani, Bruce Arroll, Toshi A. Furukawa
The Annals of Family Medicine May 2021, 19 (3) 262-270; DOI: 10.1370/afm.2676

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Psychologic Treatment of Depression Compared With Pharmacotherapy and Combined Treatment in Primary Care: A Network Meta-Analysis
Pim Cuijpers, Matthijs Oud, Eirini Karyotaki, Hisashi Noma, Soledad Quero, Andrea Cipriani, Bruce Arroll, Toshi A. Furukawa
The Annals of Family Medicine May 2021, 19 (3) 262-270; DOI: 10.1370/afm.2676
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