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Research ArticleOriginal Research

Do HMOs Affect Educational Disparities In Health Care?

Kevin Fiscella, Peter Franks, Mark P. Doescher and Barry G. Saver
The Annals of Family Medicine July 2003, 1 (2) 90-96; DOI: https://doi.org/10.1370/afm.13
Kevin Fiscella
MD, MPH
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Peter Franks
MD
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Mark P. Doescher
MD, MSPH
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Barry G. Saver
MD, MPH
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Article Figures & Data

Tables

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    Table 1.

    Characteristics of Health Maintenance Organization (HMO) vs Non-HMO Members Among Nonelderly, Insured Adults

    CharacteristicHMO (n = 15,006) % (95% CI)Non-HMO (n = 16,670) % (95% CI)
    * P < .01.
    † P < .001.
    ‡ P < .05.
    § Higher scores on the physical health summary score (PCS 12) and the mental health summary score (MCS 12) of the Medical Outcomes Study Short Form 12 health survey indicate better physical or mental health status.
    Education, years*
    < 129.7 (8.7–10.7)11.1 (10.3–11.9)
    1233.7 (32.7–34.7)33.6 (32.4–34.8)
    13–1529.5 (28.5–30.5)27.5 (26.3–28.7)
    ≥ 1627.1 (26.1–28.1)27.8 (26.8–28.8)
    Age, years†
    18–2924.0 (23.0–25.0)21.9 (20.9–22.9)
    30–4444.2 (43.2–45.2)41.1 (40.9–42.3)
    45–6431.8 (31.7–31.8)37.0 (35.8–38.2)
    Male sex‡49.0 (48.2–49.8)48.1 (47.5–48.7)
    Race†
    Black12.8 (10.8–14.8)9.7 (7.7–11.7)
    Hispanic, English fluent7.9 (5.9–9.9)4.2 (3.0–5.4)
    Hispanic, non-English fluent4.2 (3.8–4.6)2.5 (1.3–3.7)
    Other race6.2 (5.4–7.0)4.8 (4.2–5.4)
    White68.9 (67.7–70.1)78.9 (77.7–80.1)
    Marital status, single*37.9 (36.5–39.3)35.4 (33.8–37.0)
    Mean family size2.66 (2.62–2.70)2.70 (2.64–2.76)
    Residence†
    Large metropolitan area82.3 (79.5–85.1)66.6 (62.6–70.6)
    Small metropolitan area4.3 (3.5–5.1)7.5 (6.5–8.5)
    Nonmetropolitan area13.3 (10.7–15.9)25.9 (22.5–29.3)
    Medicaid insurance†3.3 (2.7–3.9)8.0 (7.0–9.0)
    Smoking status
    Current25.3 (24.3–26.3)24.9 (23.7–26.1)
    Former21.6 (20.6–22.6)22.4 (21.4–23.4)
    Never53.1 (51.5–54.7)54.2 (52.6–55.8)
    Health status
    PCS 12 (physical) score, mean§51.1 (50.9–51.3)50.8 (50.6–51.0)
    MCS 12 (mental) score, mean52.3 (52.1–52.5)52.3 (52.1–52.5)
    Income as percent of poverty level†
    < 100%14.0 (13.0–15.0)17.2 (16.0–18.4)
    100%–199%18.1 (16.9–19.3)16.7 (15.7–17.7)
    200%–399%36.0 (34.8–37.2)33.3 (32.1–34.5)
    ≥ 400%31.9 (30.3–33.5)32.8 (31.6–34.4)
    • View popup
    Table 2.

    Relationship Between Education and Health Care Access and Use

    CharacteristicCrude Prevalence % (95% CI)Adjusted Prevalence* % (95% CI)
    * Multivariate analyses adjusted for race-ethnicity, age, sex, income, marital status, family size, community size, smoking, mental health summary score (MCS 12) and physical health summary score (PCS 12) of the Medical Outcomes Study Short Form 12, insurance type (private; Medicaid), health maintenance organization status, and usual source of care.
    Has usual source of careP = .0001P =.45
    < 12 years82.9 (80.8–85.0)85.3 (83.4–87.2)
    12 years85.3 (84.4–86.2)86.0 (85.2–86.8)
    13–15 years86.9 (85.8–88.0)86.8 (85.7–87.9)
    ≥16 years87.1 (86.3–87.9)86.0 (85.1–86.9)
    Physician visit in past yearP < .0001P < .0001
    < 12 years72.3 (70.1–74.5)72.5 (70.6–74.3)
    12 years76.0 (75.2–76.8)76.5 (75.7–77.3)
    13–15 years79.8 (78.8–80.8)79.1 (78.1–80.1)
    ≥16 years81.3 (80.3–82.3)81.2 (80.2–82.2)
    Mental health visit in past yearP =.0001P < .0001
    < 12 years7.5 (6.3–8.7)5.3 (4.4–6.2)
    12 years6.7 (6.1–7.3)6.5 (5.9–7.1)
    13–15 years8.6 (7.8–9.4)8.7 (8.0–9.4)
    ≥16 years8.6 (8.0–9.2)10.1 (9.4–10.8)
    Mammogram in past yearP < .0001P = .005
    < 12 years54.3 (49.8–58.8)57.0 (52.5–61.5)
    12 years61.8 (59.4–64.2)62.7 (60.3–65.1)
    13–15 years64.0 (60.7–67.3)63.4 (60.0–66.8)
    ≥16 years69.7 (66.8–72.6)67.5 (64.5–70.5)
    Influenza vaccination in past yearP = .0001P = .0002
    < 12 years27.1 (22.7–31.5)27.7 (23.8–31.6)
    12 years37.5 (33.9–41.1)36.5 (32.9–40.1)
    13–15 years36.2 (32.7–39.7)36.0 (32.0–40.0)
    ≥16 years39.6 (36.2–43.0)40.9 (37.2–44.6)
    Smoking cessation adviceP = .13P = .31
    < 12 years50.8 (46.6–55.0)49.1 (45.0–53.2)
    12 years47.4 (45.0–49.8)48.0 (45.6–50.4)
    13–15 years47.3 (44.5–50.1)47.2 (44.4–50.0)
    ≥16 years44.4 (41.0–47.8)44.4 (41.0–47.8)
    • View popup
    Table 3.

    Relationship Between Health Maintenance Organization (HMO) Status and Health Care Access and Use

    CharacteristicCrude Prevalence % (95% CI)Adjusted Prevalence* % (95% CI)
    * Multivariate analyses adjusted for race-ethnicity, age, sex, income, marital status, family size, community size, smoking, mental health summary score (MCS 12) and physical health summary score (PCS 12) of the Medical Outcomes Study Short Form 12, insurance type (private; Medicaid), HMO status, and usual source of care.
    Has usual source of careP < .0001P < .0001
    HMO87.5 (86.7–88.3)88.1 (87.4–88.9)
    Not HMO84.7 (83.9–85.5)84.4 (83.6–85.2)
    Physician visit in past yearP = .0005P = .001
    HMO79.4 (78.4–80.4)79.1 (78.3–79.9)
    Not HMO77.1 (76.3–77.9)77.4 (76.8–78.0)
    Mental health visit in past yearP = .95P = .92
    HMO7.8 (7.3–8.3)7.8 (7.3–8.3)
    Not HMO7.8 (7.3–8.3)7.8 (7.3–8.3)
    Mammogram in past yearP = .09P = .02
    HMO64.8 (62.3–67.3)65.3 (62.8–67.8)
    Not HMO62.0 (60.1–63.9)61.6 (59.7–63.5)
    Influenza vaccination in past yearP = .24P = .01
    HMO37.3 (33.2–41.4)38.5 (35.0–42.0)
    Not HMO35.0 (32.8–37.2)34.3 (31.8–36.9)
    Smoking cessation adviceP = .50P = .39
    HMO47.9 (45.8–50.0)48.0 (45.8–50.2)
    Not HMO47.00 (45.0–49.0)46.9 (44.8–49.0)
    • View popup
    Table 4.

    Adjusted Prevalence of Health Care Access and Use by Education and Health Maintenance Organization (HMO) Status

    Educational LevelIn HMONot in HMO
    Note: Multivariate analyses adjusted for race-ethnicity, age, sex, income, marital status, family size, community size, smoking, mental health summary score (MCS 12) and physical health summary score (PCS 12) of the Medical Outcomes Study Short Form 12, insurance type (private; Medicaid), HMO status, and usual source of care.
    * P values represent tests for significance for interaction between HMO membership and educational level.
    Has usual source of care,P = .83*
    < 12 years86.7 (83.9–89.5)83.9 (81.7–86.1)
    12 years87.9 (86.8–89.0)84.4 (83.2–85.6)
    13–15 years88.8 (87.5–90.2)84.9 (83.4–86.4)
    >16 years88.1 (86.9–89.3)84.2 (82.9–85.5)
    Physician visit in past year, P = .52*
    < 12 years74.6 (71.3–77.9)70.9 (68.6–73.2
    12 years77.4 (76.1–78.7)75.6 (74.4–76.8)
    13–15 years80.2 (78.9–81.5)78.3 (76.9–79.7)
    >16 years81.5 (80.1–82.9)81.0 (79.8–82.2)
    Mental health visit in past year, P = .06*
    < 12 years6.1 (4.6–7.6)4.8 (3.8–5.8)
    12 years6.7 (6.0–7.4)6.3 (5.4–7.2)
    13–15 years9.0 (8.0–10.0)8.4 (7.5–9.3)
    >16 years9.2 (8.2–10.2)10.7 (9.7–11.7)
    Mammogram in past year, P = .77*
    < 12 years61.5 (53.4–69.6)53.9 (47.2–60.6)
    12 years65.5 (61.5 69.5)60.7 (57.3–64.1)
    13–15 years64.5 (59.3–69.7)62.8 (58.2–67.4)
    >16 years68.6 (63.2–74.0)66.8 (63.3–70.3)
    Influenza vaccination in past year, P = .04*
    < 12 years31.7 (25.6–37.8)25.3 (20.0–30.6)
    12 years35.5 (31.1–39.9)37.1 (32.9–41.3)
    13–15 years39.7 (33.6–45.8)33.8 (29.0–38.6
    >16 years47.3 (41.8–52.8)37.0 (32.7–41.3)
    Smoking cessation advice, P = .01*
    < 12 years54.3 (48.3–60.3)44.9 (39.4–50.4)
    12 years47.3 (44.0–50.6)48.7 (45.5–51.9)
    13–15 years49.4 (46.0–52.8)45.3 (41.5–49.1)
    >16 years41.9 (37.0–46.8)46.8 (42.5–51.1)
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Do HMOs Affect Educational Disparities In Health Care?
Kevin Fiscella, Peter Franks, Mark P. Doescher, Barry G. Saver
The Annals of Family Medicine Jul 2003, 1 (2) 90-96; DOI: 10.1370/afm.13

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Do HMOs Affect Educational Disparities In Health Care?
Kevin Fiscella, Peter Franks, Mark P. Doescher, Barry G. Saver
The Annals of Family Medicine Jul 2003, 1 (2) 90-96; DOI: 10.1370/afm.13
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