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Brief ReportOriginal Research

Colorectal Cancer Screening and Social Needs

Isabelle R. Franklin, Rebecca Gambatese, Mark C. Duggan, Beverly B. Green, Robert S. Nocon, Gloria D. Coronado, Erin E. Hahn, Stacey A. Honda, Kate Koplan, Theodore R. Levin, Claudia A. Steiner and Quyen Ngo-Metzger
The Journal of the American Board of Family Medicine September 2024, 37 (5) 868-887; DOI: https://doi.org/10.3122/jabfm.2023.230497R1
Isabelle R. Franklin
From the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA (IRF, EEH, CAS); Kaiser Permanente Bernard J. Tyson School of Medicine, Office of Research and Scholarship, Pasadena, CA (RG, MCD); Kaiser Permanente Bernard J. Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA (BBG, RSN, QNM); Kaiser Permanente Washington Health Research Institute, Seattle, WA (BBN); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (GDC); Department of Research and Evaluation, Kaiser Permanente Southern California, Los Angeles, CA (EEH); Hawaii Permanente Medical Group, Honolulu, HI (SAH); The Southeast Permanente Medical Group, Atlanta, GA (KK); Kaiser Permanente Division of Research, Oakland, CA (TRL); Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO (CAS).
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Rebecca Gambatese
From the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA (IRF, EEH, CAS); Kaiser Permanente Bernard J. Tyson School of Medicine, Office of Research and Scholarship, Pasadena, CA (RG, MCD); Kaiser Permanente Bernard J. Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA (BBG, RSN, QNM); Kaiser Permanente Washington Health Research Institute, Seattle, WA (BBN); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (GDC); Department of Research and Evaluation, Kaiser Permanente Southern California, Los Angeles, CA (EEH); Hawaii Permanente Medical Group, Honolulu, HI (SAH); The Southeast Permanente Medical Group, Atlanta, GA (KK); Kaiser Permanente Division of Research, Oakland, CA (TRL); Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO (CAS).
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Mark C. Duggan
From the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA (IRF, EEH, CAS); Kaiser Permanente Bernard J. Tyson School of Medicine, Office of Research and Scholarship, Pasadena, CA (RG, MCD); Kaiser Permanente Bernard J. Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA (BBG, RSN, QNM); Kaiser Permanente Washington Health Research Institute, Seattle, WA (BBN); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (GDC); Department of Research and Evaluation, Kaiser Permanente Southern California, Los Angeles, CA (EEH); Hawaii Permanente Medical Group, Honolulu, HI (SAH); The Southeast Permanente Medical Group, Atlanta, GA (KK); Kaiser Permanente Division of Research, Oakland, CA (TRL); Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO (CAS).
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Beverly B. Green
From the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA (IRF, EEH, CAS); Kaiser Permanente Bernard J. Tyson School of Medicine, Office of Research and Scholarship, Pasadena, CA (RG, MCD); Kaiser Permanente Bernard J. Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA (BBG, RSN, QNM); Kaiser Permanente Washington Health Research Institute, Seattle, WA (BBN); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (GDC); Department of Research and Evaluation, Kaiser Permanente Southern California, Los Angeles, CA (EEH); Hawaii Permanente Medical Group, Honolulu, HI (SAH); The Southeast Permanente Medical Group, Atlanta, GA (KK); Kaiser Permanente Division of Research, Oakland, CA (TRL); Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO (CAS).
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Robert S. Nocon
From the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA (IRF, EEH, CAS); Kaiser Permanente Bernard J. Tyson School of Medicine, Office of Research and Scholarship, Pasadena, CA (RG, MCD); Kaiser Permanente Bernard J. Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA (BBG, RSN, QNM); Kaiser Permanente Washington Health Research Institute, Seattle, WA (BBN); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (GDC); Department of Research and Evaluation, Kaiser Permanente Southern California, Los Angeles, CA (EEH); Hawaii Permanente Medical Group, Honolulu, HI (SAH); The Southeast Permanente Medical Group, Atlanta, GA (KK); Kaiser Permanente Division of Research, Oakland, CA (TRL); Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO (CAS).
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Gloria D. Coronado
From the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA (IRF, EEH, CAS); Kaiser Permanente Bernard J. Tyson School of Medicine, Office of Research and Scholarship, Pasadena, CA (RG, MCD); Kaiser Permanente Bernard J. Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA (BBG, RSN, QNM); Kaiser Permanente Washington Health Research Institute, Seattle, WA (BBN); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (GDC); Department of Research and Evaluation, Kaiser Permanente Southern California, Los Angeles, CA (EEH); Hawaii Permanente Medical Group, Honolulu, HI (SAH); The Southeast Permanente Medical Group, Atlanta, GA (KK); Kaiser Permanente Division of Research, Oakland, CA (TRL); Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO (CAS).
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Erin E. Hahn
From the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA (IRF, EEH, CAS); Kaiser Permanente Bernard J. Tyson School of Medicine, Office of Research and Scholarship, Pasadena, CA (RG, MCD); Kaiser Permanente Bernard J. Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA (BBG, RSN, QNM); Kaiser Permanente Washington Health Research Institute, Seattle, WA (BBN); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (GDC); Department of Research and Evaluation, Kaiser Permanente Southern California, Los Angeles, CA (EEH); Hawaii Permanente Medical Group, Honolulu, HI (SAH); The Southeast Permanente Medical Group, Atlanta, GA (KK); Kaiser Permanente Division of Research, Oakland, CA (TRL); Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO (CAS).
PhD, MPH
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Stacey A. Honda
From the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA (IRF, EEH, CAS); Kaiser Permanente Bernard J. Tyson School of Medicine, Office of Research and Scholarship, Pasadena, CA (RG, MCD); Kaiser Permanente Bernard J. Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA (BBG, RSN, QNM); Kaiser Permanente Washington Health Research Institute, Seattle, WA (BBN); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (GDC); Department of Research and Evaluation, Kaiser Permanente Southern California, Los Angeles, CA (EEH); Hawaii Permanente Medical Group, Honolulu, HI (SAH); The Southeast Permanente Medical Group, Atlanta, GA (KK); Kaiser Permanente Division of Research, Oakland, CA (TRL); Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO (CAS).
MD, PhD
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Kate Koplan
From the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA (IRF, EEH, CAS); Kaiser Permanente Bernard J. Tyson School of Medicine, Office of Research and Scholarship, Pasadena, CA (RG, MCD); Kaiser Permanente Bernard J. Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA (BBG, RSN, QNM); Kaiser Permanente Washington Health Research Institute, Seattle, WA (BBN); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (GDC); Department of Research and Evaluation, Kaiser Permanente Southern California, Los Angeles, CA (EEH); Hawaii Permanente Medical Group, Honolulu, HI (SAH); The Southeast Permanente Medical Group, Atlanta, GA (KK); Kaiser Permanente Division of Research, Oakland, CA (TRL); Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO (CAS).
MD, MPH
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Theodore R. Levin
From the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA (IRF, EEH, CAS); Kaiser Permanente Bernard J. Tyson School of Medicine, Office of Research and Scholarship, Pasadena, CA (RG, MCD); Kaiser Permanente Bernard J. Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA (BBG, RSN, QNM); Kaiser Permanente Washington Health Research Institute, Seattle, WA (BBN); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (GDC); Department of Research and Evaluation, Kaiser Permanente Southern California, Los Angeles, CA (EEH); Hawaii Permanente Medical Group, Honolulu, HI (SAH); The Southeast Permanente Medical Group, Atlanta, GA (KK); Kaiser Permanente Division of Research, Oakland, CA (TRL); Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO (CAS).
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Claudia A. Steiner
From the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA (IRF, EEH, CAS); Kaiser Permanente Bernard J. Tyson School of Medicine, Office of Research and Scholarship, Pasadena, CA (RG, MCD); Kaiser Permanente Bernard J. Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA (BBG, RSN, QNM); Kaiser Permanente Washington Health Research Institute, Seattle, WA (BBN); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (GDC); Department of Research and Evaluation, Kaiser Permanente Southern California, Los Angeles, CA (EEH); Hawaii Permanente Medical Group, Honolulu, HI (SAH); The Southeast Permanente Medical Group, Atlanta, GA (KK); Kaiser Permanente Division of Research, Oakland, CA (TRL); Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO (CAS).
MD, MPH
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Quyen Ngo-Metzger
From the Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA (IRF, EEH, CAS); Kaiser Permanente Bernard J. Tyson School of Medicine, Office of Research and Scholarship, Pasadena, CA (RG, MCD); Kaiser Permanente Bernard J. Tyson School of Medicine, Department of Health Systems Science, Pasadena, CA (BBG, RSN, QNM); Kaiser Permanente Washington Health Research Institute, Seattle, WA (BBN); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (GDC); Department of Research and Evaluation, Kaiser Permanente Southern California, Los Angeles, CA (EEH); Hawaii Permanente Medical Group, Honolulu, HI (SAH); The Southeast Permanente Medical Group, Atlanta, GA (KK); Kaiser Permanente Division of Research, Oakland, CA (TRL); Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO (CAS).
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    Table 1.

    Patient Demographics by Cancer Screening

    Characteristics n (%)Not Screened (n = 638)Screened (n = 2,805)Overall (n = 3,443)P-valuea
    Age
     50 to 64474 (74.3)1,624 (57.9)2,098 (60.9)<0.001
     65 to 74164 (25.7)1,181 (42.1)1,345 (39.1)
    Gender
     Woman370 (58.0)1,603 (57.1)1,973 (57.3)0.927
     Man268 (42.0)1,202 (42.9)1,470 (42.7)
    Insurance type
     Commercialb395 (61.9)1,478 (52.7)1,873 (54.4)<0.001
     Individual80 (12.5)2,16 (7.7)296 (8.6)
     Medicare139 (21.8)1,030 (36.7)1,169 (34.0)
     Medicaid/Dual24 (3.8)81 (2.9)105 (3.0)
    Primary spoken language
     English489 (76.6)2,365 (84.3)2,854 (82.9)<0.001
     Non-English30 (4.7)142 (5.1)172 (5.0)
     Missing/Unknown119 (18.7)298 (10.6)417 (12.1)
    Race
     White424 (66.5)1,738 (62)2,162 (62.8)0.366
     Otherb28 (4.4)91 (3.2)119 (3.5)
     African American65 (10.2)332 (11.8)397 (11.5)
     Asian59 (9.2)326 (11.6)385 (11.2)
     Hispanic62 (9.7)318 (11.3)380 (11.0)
    Neighborhood deprivation index
     1 (Least Deprivation)85 (13.3)418 (14.9)503 (14.6)0.853
     2126 (19.7)612 (21.8)738 (21.5)
     3164 (25.7)647 (23.1)811 (23.6)
     4152 (23.8)679 (24.2)831 (24.2)
     5 (Most Deprivation)110 (17.2)447 (15.9)557 (16.2)
    Diagnostic cost groupc
     Very Low <0.25109 (17.1)173 (6.2)282 (8.2)<0.001
     Low 0.25-0.7136 (21.3)434 (15.5)570 (16.6)
     Moderate 0.7-0.1.3131 (20.5)616 (22)747 (21.7)
     High 1.3-3120 (18.8)816 (29.1)936 (27.2)
     Very High >3142 (22.3)766 (27.3)908 (26.4)
    • Missing: Insurance type n = 62 (1.8%), Primary spoken language n = 417 (12%), Race n = 8 (0.2%), Neighborhood deprivation index n = 3 (0.09%).

    • ↵aBoldface indicates statistical significance (P < .05) [χ2 test comparing screened to not screened].

    • ↵bInsurance Type Commercial and Race Other categories include missing values.

    • ↵cDiagnostic Cost Group is a measure of how much a patient is expected to cost a healthcare system; it is used as a proxy for disease burden, with lower levels indicating healthier individuals.

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    Table 2.

    Association Between Social Needs and Colorectal Cancer Screening

    Social Need (%)Not Screened (n = 638)Screened (n = 2,805)Overall (n = 3,443)P-valuea
    Any need400 (62.7)1,489 (53.1)1,889 (54.9)<0.001
    Any severe need219 (34.3)668 (23.8)887 (25.8)<0.001
    Any financial strain285 (45.1)967 (34.7)1,252 (36.7)<0.001
    Severe financial strain114 (18.1)325 (11.7)439 (12.9)<0.001
    Any social isolation229 (36.1)843 (30.1)1,072 (31.2)0.013
    Severe social isolation91 (14.4)286 (10.2)377 (11)0.011
    Any transportation issues 40 (6.3)96 (3.4)136 (4)0.004
    Severe transportation issues611 (96.5)2,747 (98.5)3,358 (98.2)0.003
    Any food insecurity 180 (28.4)578 (20.7)758 (22.1)0.001
    Severe food insecurity 43 (6.8)107 (3.8)150 (4.4)0.005
    Any housing instability98 (15.5)294 (10.6)392 (11.5)0.002
    Severe housing instability79 (12.5)233 (8.4)312 (9.1)0.005
    • Missing: Any financial strain n = 27 (0.8%), Severe financial strain n = 30 (0.9%), Any social isolation n = 9 (0.3%), Severe social isolation strain n = 9 (0.3%), Any transportation issues n = 20 (0.6%), Severe transportation issues n = 22 (0.6%), Any food insecurity n = 19 (0.6%), Severe food insecurity n = 24 (0.7%), Any housing instability n = 30 (0.9%), Severe housing instability n = 31 (0.9%).

    • ↵aChi-squared test comparing screened to not screened.

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    Table 3.

    Multivariable Analysis of the Association Between Social Needs and Uptake of Colorectal Cancer Screening

    Adjusted Odds Ratioa95% CI
    Severe financial strain2.13.41.3
    Severe social isolation1.93.21.2
    Severe food insecurity2.55.31.2
    Severe housing instability1.73.00.9
    Severe transportation issues3.010.00.9
    Any severe need2.33.31.5
    • ↵aColon Cancer Screening (No) odds ratios were adjusted for Age, Neighborhood Deprivation Index, Gender, Diagnostic Cost Group (DxCG) Risk Score, Race/Ethnicity, Spoken Language and Insurance Type in the multivariable analysis. Each social need had its own model which included all demographic variables. Sampling weights were also included to correct for non-response and oversampling by design and to make the survey sample representative of national Kaiser Permanente membership.

    • Abbreviation: CI, confidence interval.

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The Journal of the American Board of Family     Medicine: 37 (5)
The Journal of the American Board of Family Medicine
Vol. 37, Issue 5
September-October 2024
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Colorectal Cancer Screening and Social Needs
Isabelle R. Franklin, Rebecca Gambatese, Mark C. Duggan, Beverly B. Green, Robert S. Nocon, Gloria D. Coronado, Erin E. Hahn, Stacey A. Honda, Kate Koplan, Theodore R. Levin, Claudia A. Steiner, Quyen Ngo-Metzger
The Journal of the American Board of Family Medicine Sep 2024, 37 (5) 868-887; DOI: 10.3122/jabfm.2023.230497R1

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Colorectal Cancer Screening and Social Needs
Isabelle R. Franklin, Rebecca Gambatese, Mark C. Duggan, Beverly B. Green, Robert S. Nocon, Gloria D. Coronado, Erin E. Hahn, Stacey A. Honda, Kate Koplan, Theodore R. Levin, Claudia A. Steiner, Quyen Ngo-Metzger
The Journal of the American Board of Family Medicine Sep 2024, 37 (5) 868-887; DOI: 10.3122/jabfm.2023.230497R1
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