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Research ArticleORIGINAL RESEARCH

Social Risk Factors and Desire for Assistance Among Patients Receiving Subsidized Health Care Insurance in a US-Based Integrated Delivery System

Leah Tuzzio, Robert D. Wellman, Emilia H. De Marchis, Laura M. Gottlieb, Callie Walsh-Bailey, Salene M.W. Jones, Claudia L. Nau, John F. Steiner, Matthew P. Banegas, Adam L. Sharp, Alphonse Derus and Cara C. Lewis
The Annals of Family Medicine March 2022, 20 (2) 137-144; DOI: https://doi.org/10.1370/afm.2774
Leah Tuzzio
1Kaiser Permanente Washington Health Research Institute, Seattle, Washington
MPH
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  • For correspondence: Leah.tuzzio@kp.org
Robert D. Wellman
1Kaiser Permanente Washington Health Research Institute, Seattle, Washington
MS
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Emilia H. De Marchis
2University of California San Francisco, San Francisco, California
MD, MAS
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Laura M. Gottlieb
2University of California San Francisco, San Francisco, California
MD, MPH
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Callie Walsh-Bailey
3Brown School, Washington University in St Louis, St Louis, Missouri
MPH
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Salene M.W. Jones
4Fred Hutchinson Cancer Research Center, Seattle, Washington
PhD, MA
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Claudia L. Nau
5Kaiser Permanente Southern California Research and Evaluation Department, Pasadena, California
6Kaiser Permanente School of Medicine Health Systems Science Department, Pasadena, California
PhD
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John F. Steiner
7Kaiser Permanente Institute for Health Research, Denver, Colorado
MD, MPH
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Matthew P. Banegas
8Kaiser Permanente Center for Health Research, Portland, Oregon
PhD, MPH
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Adam L. Sharp
5Kaiser Permanente Southern California Research and Evaluation Department, Pasadena, California
6Kaiser Permanente School of Medicine Health Systems Science Department, Pasadena, California
MD, MSC
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Alphonse Derus
1Kaiser Permanente Washington Health Research Institute, Seattle, Washington
MS
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Cara C. Lewis
1Kaiser Permanente Washington Health Research Institute, Seattle, Washington
PhD
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    Figure 1.

    Desire for assistance among respondents who endorsed 1 or more social risk.

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    Table 1.

    Comparison of Patient Factors by Those With Any Social Risk and Those Without

    Patient FactorsOverall (N = 438)Any Social Risk (n = 212)No Social Risk (n = 225)P Value
    Sociodemographics
    Age category, No. (%), y
          18-26  84 (19.2)  48 (22.5)  36 (16.0).24
          27-44107 (24.4)  52 (24.4)  55 (24.4)
          45-61  89 (20.3)  37 (17.4)  52 (23.1)
          ≥62158 (36.1)  76 (35.7)  82 (36.4)
    Sex, No. (%)
          Female246 (56.2)127 (59.6)109 (52.9).16
          Male192 (43.8)  86 (40.4)106 (47.1)
    Race/Ethnicity, No. (%)
          American Indian, Alaska Native    3 (0.8)    0 (0.0)    3 (1.6)
          Asian, Pacific Islander  56 (15.6)  29 (17.1)  27 (14.4)
          Non-Hispanic Black, African American  14 (3.9)  10 (5.9)    4 (2.1).16
          Hispanic, Latino114 (31.8)  57 (33.5)  57 (30.3)
          Non-Hispanic, Multiple    5 (1.4)    3 (1.8)    2 (1.1)
          Non-Hispanic White166 (46.4)  71 (41.8)  95 (50.5)
          Missing  80 (18.3)  43 (20.2)  37 (14.2)
    Preferred spoken language, No. (%)
          English368 (84.0)175 (82.2)193 (85.8).30
          Spanish  70 (16.0)  38 (17.8)  32 (14.2)
    Duration KP membership, No. (%), y
          <1109 (24.9)  63 (29.6)  46 (20.4).10
          1-2138 (31.5)  69 (31.9)  70 (31.1)
          3-4100 (22.8)  43 (20.2)  57 (25.3)
          ≥5  91 (20.8)  39 (18.3)  52 (23.1)
    Education (census tract)
    Percent with <12 years, mean (SD) median16.7 (13.9)18.3 (15.1)15.1 (12.5).059
          12.3            13.8           11.2
    Neighborhood Deprivation Index, mean (SD) median0.08 (0.95)0.19 (1.01)-0.02 (0.89).042
          –0.14          –0.07          –0.20
    Self-reported health, No. (%)
    Excellent/Very good/Good368 (84.8)166 (79.1)202 (90.2).001
    Fair/Poor  66 (15.2)  44 (21.0)  22 (9.8)
    Missing    4 (0.0)    3 (0.0)    1 (0.0)
    Attitudes, No. (%)
          Trust in clinician
          Complete (10)124 (29.0)48 (23.5)76 (33.9).06
          High (8-9)172 (40.2)89 (43.6)83 (37.1)
          Medium-Low (1-7)132 (30.8)67 (32.8)65 (29.0)
          Missing10 (2.3)9 (4.2)1 (0.4)
    Health care–based social risk screening
          Very/Somewhat appropriate265 (61.2)129 (61.1)136 (61.3).78
          Neither appropriate nor inappropriate104 (24.0)53 (25.1)51 (23.0)
          Very/Somewhat inappropriate64 (14.8)29 (13.7)35 (15.8)
          Missing5 (1.1)2 (0.9)3 (1.3)
    Uncomfortable with social risk screening
          No393 (90.3)181 (85.8)212 (94.6).002
          Yes42 (9.7)30 (14.2)12 (5.4)
          Missing3 (0.7)2 (0.9)1 (0.4)
    Role of health care to help with basic needs
          Health care has a role390 (89.7)190 (90.1)200 (89.3).79
          Health care has no role45 (10.3)21 (10.0)24 (10.7)
          Missing3 (0.7)2 (0.9)1 (0.4)
    Role of health care: knowing a person is struggling with basic needs
          No242 (55.6)111 (52.6)131 (58.5).22
          Yes193 (44.4)100 (47.4)93 (41.5)
          Missing3 (0.7)2 (0.9)1 (0.4)
    Role of health care: connecting people with resources in the community
          No218 (50.1)103 (48.8)115 (51.3)0.60
          Yes217 (49.9)108 (51.2)109 (48.7)
          Missing3 (0.7)2 (0.9)1 (0.4)
    Role of health care: offering care aligned with a person’s needs
          No242 (55.6)111 (52.6)131 (58.5).23
          Yes193 (44.4)100 (47.4)93 (41.5)
          Missing3 (0.7)2 (0.9)1 (0.4)
    Role of health care: fund community program to help with basic needs
          No308 (70.8)143 (67.8)165 (73.7).18
          Yes127 (29.2)68 (32.2)59 (26.3)
          Missing3 (0.7)2 (0.9)1 (0.4)
    • KP = Kaiser Permanente.

    • View popup
    Table 2.

    Prevalence of Any Risk and Each Domain-Specific Risk (N = 438)

    RiskNo. (%)95% CI
    Any risk212 (48.6)43.95-53.31
    Housing instability150 (34.2)29.80-38.69
    Food insecurity (1 missing)105 (24.0)20.02-28.03
    Utility services issue30 (6.8)4.48-9.22
    Lack of transportation41 (9.4)  6.63-12.09
    • View popup
    Table 3.

    Adjusted Associations Between Patient Factors and Having a Social Risk and a Desire for Assistance With the Social Risks

    Having a Social Risk FactorDesire for Assistance Conditional on Social Risk Factor
    Patient FactorsRR95% CIP ValueRR95% CIP Value
    Age Category, y
          18-26Ref.26Ref.61
          27-440.860.64-1.151.220.67-2.22
          45-610.730.54-0.991.500.80-2.83
          ≥620.860.66-1.131.050.58-1.90
    Sex
          MaleRef.12Ref.60
          Female1.170.96-1.430.900.60-1.34
    Race/Ethnicity
          White onlyRef.49Ref.15
          Black, African American only1.591.07-2.382.231.29-3.84
          Hispanic, Latinoa0.950.71-1.281.440.76-2.75
          Otherb1.040.76-1.421.360.68-2.73
          Missing0.990.72-1.350.910.45-1.83
    Percent with <12 years education
          <5%Ref.33Ref.71
          5-9%1.140.83-1.581.150.56-2.37
          10-14%1.180.82-1.690.730.31-1.68
          15-19%1.110.76-1.631.310.66-2.60
          20-24%1.040.73-1.501.170.57-2.41
          25-29%1.601.04-2.480.770.29-2.01
          30-34%1.040.58-1.862.260.80-6.43
          ≥35%1.481.05-2.091.080.50-2.30
    Preferred spoken language
          EnglishRef.89Ref.72
          Spanish1.020.76-1.370.900.51-1.58
    Duration KP membership, y
          ≥5Ref.09Ref.57
          <11.441.07-1.941.340.74-2.44
          1-21.150.86-1.550.960.51-1.84
          3-41.080.78-1.501.180.59-2.38
    Self-reported health
          Excellent/Very good/GoodRef.001Ref.37
          Fair/Poor1.541.24-1.921.240.79-1.96
    Trust in clinician
          Complete (10)Ref.01Ref.13
          High (8-9)1.471.13-1.900.920.52-1.64
          Medium-Low (1-7)1.290.98-1.701.470.83-2.61
    Health care–based social risk screening
          Very/Somewhat appropriateRef.82Ref.05
          Neither appropriate nor inappropriate0.970.71-1.320.450.21-0.97
          Very/Somewhat inappropriate1.070.84-1.350.680.40-1.16
    Uncomfortable with social risk screening
          NoRef.01Ref.48
          Yes1.571.20-2.041.230.71-2.10
    • AIAN = American Indian, Alaskan Native; API = Asian Pacific Islander; KP = Kaiser Permanente; Ref = reference; RR = relative risk.

    • ↵a Regardless of any other race/ethnic identity.

    • ↵b AIAN, API, Multiple, non-Hispanic.

Additional Files

  • Figures
  • Tables
  • SUPPLEMENTAL MATERIALS IN PDF FILE BELOW

    • TuzzioSupp.pdf -

       Supplemental Table 1. Survey measures, items, and response categories 


      Supplemental Table 2. Risk domain by comfort being screened 


  • VISUAL ABSTRACT IN PDF BELOW

    • Tuzzio_visualabstract.png -

      Do patients facing heightened instability in high poverty contexts want assistance from their health care providers? Surveyed patient perspectives on clinic-level screening for, and assistance with, basic social needs

    • SocialRisks.pdf -

      Kaiser Permanent Washington Health Research Institute promotional video for this article

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Social Risk Factors and Desire for Assistance Among Patients Receiving Subsidized Health Care Insurance in a US-Based Integrated Delivery System
Leah Tuzzio, Robert D. Wellman, Emilia H. De Marchis, Laura M. Gottlieb, Callie Walsh-Bailey, Salene M.W. Jones, Claudia L. Nau, John F. Steiner, Matthew P. Banegas, Adam L. Sharp, Alphonse Derus, Cara C. Lewis
The Annals of Family Medicine Mar 2022, 20 (2) 137-144; DOI: 10.1370/afm.2774

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Social Risk Factors and Desire for Assistance Among Patients Receiving Subsidized Health Care Insurance in a US-Based Integrated Delivery System
Leah Tuzzio, Robert D. Wellman, Emilia H. De Marchis, Laura M. Gottlieb, Callie Walsh-Bailey, Salene M.W. Jones, Claudia L. Nau, John F. Steiner, Matthew P. Banegas, Adam L. Sharp, Alphonse Derus, Cara C. Lewis
The Annals of Family Medicine Mar 2022, 20 (2) 137-144; DOI: 10.1370/afm.2774
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