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Research ArticleOriginal Research

Scaling Up Patient-Centered Interdisciplinary Care for Multimorbidity: A Pragmatic Mixed-Methods Randomized Controlled Trial

Martin Fortin, Moira Stewart, Patrice Ngangue, José Almirall, Mathieu Bélanger, Judith Belle Brown, Martine Couture, Frances Gallagher, Alan Katz, Christine Loignon, Bridget L. Ryan, Tara Sampalli, Sabrina T. Wong and Merrick Zwarenstein
The Annals of Family Medicine March 2021, 19 (2) 126-134; DOI: https://doi.org/10.1370/afm.2650
Martin Fortin
MD, MSc
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  • For correspondence: Martin.Fortin@usherbrooke.ca
Moira Stewart
PhD
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Patrice Ngangue
MD, PhD
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José Almirall
MD, PhD
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Mathieu Bélanger
PhD
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Judith Belle Brown
PhD
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Martine Couture
RN, MPA
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Frances Gallagher
PhD
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Alan Katz
MBChB, MSc
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Christine Loignon
PhD
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Bridget L. Ryan
PhD
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Tara Sampalli
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Sabrina T. Wong
RN, PhD
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Merrick Zwarenstein
MBBCh, MSc, PhD
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Tables

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    Table 1

    Control and Intervention Group Characteristics at Baselinea (N = 248)

    CharacteristicControl (n = 140)Intervention (n = 144)
    Age, mean (SD), y61.1 (10.3)60.8 (10.6)
    Number of chronic diseases, mean (SD)5.0 (1.7)5.0 (1.9)
    Males, No. (%)63 (45.0)69 (47.9)
    Education level, No. (%)
        Incomplete secondary school30 (21.4)36 (25.0)
        Completed secondary school38 (27.1)30 (20.8)
        College54 (38.6)66 (45.8)
        University18 (12.9)12 (8.3)
    Household income in CAD$, No. (%)
        <20,00026 (18.6)26 (18.1)
        20,000-49,99954 (38.6)52 (36.1)
        ≥50,00055 (39.3)59 (41.0)
        Missing data5 (3.6)7 (4.9)
    Marital status, No. (%)
        Married92 (65.7)92 (63.9)
        Single or divorced43 (30.7)43 (29.9)
        Widower5 (3.6)9 (6.3)
    Employment, No. (%)
        Employed45 (32.1)51 (35.4)
        Unemployed26 (18.6)26 (18.1)
        Retired69 (49.3)67 (46.5)
    • CAD$ = Canadian dollars

    • ↵aDifferences between both groups were not statistically different for any characteristic.

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    Table 2

    Results of Primary Outcomes

    Primary OutcomeT1T2Marginal Mean Differences
    No.Mean (SD)No.Mean (SD)Mean at T2Difference I-Ca (95% CI)P Valueb
    Healthdirected behavior
        Control1402.82 (0.90)1182.80 (0.91)2.84
        Intervention1442.82 (0.92)1272.91 (0.88)2.890.05 (-0.12 to 0.22).55
    Positive, active engagement in life
        Control1403.62 (0.41)1183.65 (0.40)3.66
        Intervention1443.58 (0.43)1273.62 (0.42)3.62-0.04 (-0.13 to 0.05).42
    Emotional well-being
        Control1403.09 (0.78)1183.25 (0.76)3.27
        Intervention1443.09 (0.75)1273.26 (0.74)3.25-0.02 (-0.16 to 0.13).81
    Self-monitoring and insight
        Control1403.51 (0.37)1183.39 (0.42)3.39
        Intervention1443.54 (0.36)1273.63 (0.37)3.620.23 (0.13 to 0.32)<.01
    Constructive attitudes, approaches
        Control1403.63 (0.45)1183.70 (0.40)3.69
        Intervention1443.58 (0.51)1273.65 (0.51)3.66-0.03 (-0.12 to 0.07).57
    Skill and technique acquisition
        Control1403.44 (0.53)1183.52 (0.51)3.53
        Intervention1443.45 (0.51)1273.61 (0.50)3.610.08 (-0.03 to 0.17).17
    Social integration and support
        Control1393.51 (0.55)1183.59 (0.51)3.55
        Intervention1443.37 (0.71)1273.54 (0.67)3.580.02 (-0.08 to 0.13).64
    Health service navigation
        Control1403.77 (0.38)1183.78 (0.43)3.77
        Intervention1443.74 (0.38)1273.82 (0.29)3.820.06 (-0.02 to 0.13).16
    Self-efficacy score
        Control1407.6 (1.50)1187.8 (1.50)7.76
        Intervention1427.6 (1.8)1277.8 (1.6)7.840.08 (-0.21 to 0.37).58
    • I-C = intervention minus control; T1 = baseline; T2 = study end point at 4 months.

    • ↵aDifference I-C = marginal mean at T2 (intervention) - marginal mean at T2 (control).

    • ↵bMultilevel modeling (linear mixed model) comparing results at T2, adjusted for scores at T1 and the practice.

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    Table 3

    Results of Secondary Outcomes (Continuous Variables)

    T1T2Marginal Mean Differences
    Secondary OutcomeNo.Mean (SD)No.Mean (SD)Mean at T2Difference I-Ca (95% CI)P Value b
    VR-12 Physical Component Summary
        Control14039.5 (10.5)11840.9 (9.3)41.25-0.35 (-2.31 to 1.62).73
        Intervention14440.5 (11.0)12741.1 (10.7)40.91
    VR-12 Mental Component Summary
        Control14054.7 (9.5)11854.8 (9.6)54.670.68 (-1.42 to 2.78).52
        Intervention14453.6 (11.5)12755.4 (10.4)55.35
    EQ-5D-5L Index
        Control1390.839 (0.126)1180.850 (0.112)0.850-0.020 (-0.047 to 0.007).14
        Intervention1440.838 (0.145)1270.831 (0.152)0.830
    • EQ-5D-5L = 5-level EuroQol 5-dimensions questionnaire; I-C = intervention minus control; T1 = baseline; T2 = study end point at 4 months; VR-12 = Veterans RAND 12-Item Health Survey.

    • ↵aDifference I-C = marginal mean at T2 (intervention) - marginal mean at T2 (control).

    • ↵bMultilevel modeling (linear mixed model) comparing results at T2, adjusted for scores at T1 and the practice.

    • View popup
    Table 4

    Results of Secondary Outcomes (Dichotomous Variables)

    Secondary OutcomeT1aT2bOR (95% CI)P Value c
    Psychological distress (K6)
        Control64 (45.7)42 (35.9)
        Intervention64 (44.4)44 (34.6)1.08 (0.57-2.03).824
    High-risk alcohol consumption
        Control12 (8.6)10 (8.5)
        Intervention7 (4.9)7/127 (5.5)1.24 (0.24-6.54).798
    Smoking habit
        Control21 (15.0)22 (18.6)
        Intervention32 (22.2)29 (22.8)2.40 (0.46-12.37).297
    Physical activity
        Control72 (51.4)55 (46.6)
        Intervention63 (43.8)76 (59.8)2.60 (1.37-4.93).003
    Healthy eating
        Control75 (53.6)70 (59.3)
        Intervention70 (48.6)92 (72.4)2.42 (1.30-4.50).006
    • K6 = Kessler 6-item Psychological Distress Scale Questionnaire; OR = odds ratio; T1 = baseline; T2 = study end point at 4 months.

    • ↵aTotal size per group at T1: control n = 140, intervention n = 144.

    • ↵bTotal size per group at T2: control n = 118 (except n = 117 for psychological distress), intervention n = 127.

    • ↵bMultilevel modeling (generalized linear mixed model) comparing results at T2, adjusted for values at T1 and the practice.

Additional Files

  • Tables
  • Supplemental Tables & Figure

    Supplemental Tables & Figure

    • Fortin_Supp_Tables_Fig.pdf
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The Annals of Family Medicine: 19 (2)
The Annals of Family Medicine: 19 (2)
Vol. 19, Issue 2
March/April 2021
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Scaling Up Patient-Centered Interdisciplinary Care for Multimorbidity: A Pragmatic Mixed-Methods Randomized Controlled Trial
Martin Fortin, Moira Stewart, Patrice Ngangue, José Almirall, Mathieu Bélanger, Judith Belle Brown, Martine Couture, Frances Gallagher, Alan Katz, Christine Loignon, Bridget L. Ryan, Tara Sampalli, Sabrina T. Wong, Merrick Zwarenstein
The Annals of Family Medicine Mar 2021, 19 (2) 126-134; DOI: 10.1370/afm.2650

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Scaling Up Patient-Centered Interdisciplinary Care for Multimorbidity: A Pragmatic Mixed-Methods Randomized Controlled Trial
Martin Fortin, Moira Stewart, Patrice Ngangue, José Almirall, Mathieu Bélanger, Judith Belle Brown, Martine Couture, Frances Gallagher, Alan Katz, Christine Loignon, Bridget L. Ryan, Tara Sampalli, Sabrina T. Wong, Merrick Zwarenstein
The Annals of Family Medicine Mar 2021, 19 (2) 126-134; DOI: 10.1370/afm.2650
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