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Research ArticleOriginal Research

Multimorbidity Trends in United States Adults, 1988–2014

Dana E. King, Jun Xiang and Courtney S. Pilkerton
The Journal of the American Board of Family Medicine July 2018, 31 (4) 503-513; DOI: https://doi.org/10.3122/jabfm.2018.04.180008
Dana E. King
From Department of Family Medicine, West Virginia University, Morgantown, WV (DEK, JX, CSP).
MD, MS
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Jun Xiang
From Department of Family Medicine, West Virginia University, Morgantown, WV (DEK, JX, CSP).
MS, MA
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Courtney S. Pilkerton
From Department of Family Medicine, West Virginia University, Morgantown, WV (DEK, JX, CSP).
MD, PhD
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    Figure 1.

    Age-standardized trends in multi-morbidity prevalence for participants 20 years or older from NHANES 1988–2014 by number of comorbidities.

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    Figure 2.

    Age-standardized prevalence of various chronic conditions in participants 20 years or older from NHANES 1988–2014.

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    Table 1.

    Age-Standardized Prevalence of Multimorbidity in Participants 20 Years or Older, Stratified by Age, Sex, Race, Poverty, Education, and Insurance Status for National Health and Nutrition Examination Survey (NHANES) 2013–2014

    Total No. of Subjects (N)*2 or More Multimorbidities3 or More Multimorbidities4 or More Multimorbidities
    N*Prevalence, % (95% CI)P‡N*Prevalence, % (95% CI)†P‡N*Prevalence, % (95% CI)†P value‡
    Overall prevalence5541334259.6 (58.1–61.1)220238.5 (36.3–40.6)132122.7 (21.1–24.3)
    Age group, y
        20–44236786837.5 (35.4–39.5)<.000136415.3 (13.4–17.2)<.00011406.0 (4.7–7.2)<.0001
        45–641909133370.6 (67.5–73.6)90247.7 (44.9–50.9)51226.4 (23.8–29.0)
        65+1265115391.8 (88.6–95.1)93676.5 (72.2–80.8)66955.6 (52.4–58.8)
    Sex
        Male2669155155.9 (54.6–57.2).0196433.8 (31.6–36.1).000253818.4 (16.9–19.8)<.0001
        Female2872180358.4 (56.7–60.2)123838.4 (36.3–40.5)78323.6 (21.7–25.6)
    Race
        Hispanic123471254.9 (52.8–57.1)<.000140930.1 (28.1–32.1)<.000122015.5 (14.2–16.9)<.0001
        White2377157059.2 (57.5–60.9)111937.9 (35.9–39.9)70222.1 (20.9–23.3)
        Black113573460.1 (56.7–63.4)49539.3 (36.4–42.3)31023.9 (21.4–26.4)
        Others79533845.0 (42.0–48.0)17927.8 (24.5–31.2)8915.8 (12.0–19.5)
    Ratio of family income to poverty
        Above Poverty (≥1.0)3967242657.5 (56.1–58.9).36160036.2 (34.6–37.7).1895320.7 (19.4–22.0).02
        Under poverty (<1.0)114967258.0 (54.5–61.6)45539.1 (35.5–42.6)28025.1 (22.3–27.9)
    Health insurance
        Yes4363283458.7 (57.1–60.4).01193537.3 (35.5–39.2).04120121.7 (20.5–22.9).22
        No117251651.3 (47.7–54.926429.1 (23.4–34.8)11817.1 (12.2–22.1)
    Education
        ≥High school4344258457.4 (56.1–58.8).89167736.2 (34.5–38.0).9398520.8 (19.4–22.1).20
        <High school119276657.1 (53.1–61.0)52236.3 (31.9–40.7)33322.8 (19.3–26.2)
    • Note: Numbers of subjects in each category may be different due to the missing values in some variables.

    • ↵* Unweighted total number of subjects with multimorbidity.

    • ↵† The overall and age group prevalence were weighted. The sex, race, poverty ratio, health insurance, and education group prevalence were age standardized.

    • ↵‡ P value from F test.

    • CI, confidential interval.

    • Chronic conditions included in determining multimorbidity: cardiovascular disease, chronic obstructive pulmonary disease, chronic kidney disease, asthma, arthritis, cancer, stroke, hypertension, hyperlipidemia, diabetes, and obesity.

    • View popup
    Table 2.

    Age-Standardized Prevalence of 2 or More Multimorbidities for Participants Aged 20 Years or Older, Stratified by Age, Sex, Race, Poverty, Education, and Insurance Status for National Health and Nutrition Examination Survey (NHANES) 1988–2014

    1988–1994 (n = 16573)1999–2000 (n = 4222)2001–2002 (n = 4792)2003–2004 (n = 4742)2005–2006 (n = 4481)2007–2008 (n = 5660)2009–2010 (n = 6011)2011–2012 (n = 5281)2013–2014 (n = 5541)P for trend‡
    No. with 2 or more multimorbidities*853525282735290026643519361831353354
    Overall prevalence, %†45.7 (43.5–47.8)51.9 (48.0–55.8)51.2 (48.3–54.0)55.8 (52.7–58.957.0 (54.0–60.0)56.8 (53.5–60.1)55.2 (52.9–57.4)57.4 (54.0–60.8)59.6 (58.1–61.1)<.0001
    Age group, y
        20–4426.6 (24.2–28.9)30.9 (26.9–34.9)31.9 (29.3–34.6)34.5 (31.5–37.5)35.4 (30.9–39.9)35.1 (31.3–39.0)32.4 (30.2–34.6)34.9 (31.4–38.4)37.5 (35.4–39.5)<.0001
        45–6463.1 (61.0–65.3)68.0 (61.5–74.5)63.6 (59.4–67.7)70.1 (66.2–73.9)69.0 (66.3–71.7)68.8 (65.2–72.3)67.3 (64.4–70.2)69.2 (66.5–72.0)70.6 (67.5–73.6)<.0001
        65+83.5 (81.5–85.6)91.7 (89.8–93.6)88.9 (86.6–91.1)90.6 (88.6–92.6)91.5 (89.2–93.8)90.5 (88.4–92.5)90.8 (89.3–92.4)89.8 (87.5–92.0)91.8 (88.6–95.1)<.0001
    Sex
        Male45.6 (43.6–47.5)51.3 (46.0–56.8)51.3 (48.6–54.0)54.6 (51.4–57.9)54.8 (51.8–57.8)54.4 (51.2–57.5)54.8 (52.7–56.9)54.5 (52.0–57.0)56.1 (54.8–57.3)<.0001
        Female50.2 (48.5–51.9)54.9 (51.2–58.5)52.3 (49.8–54.7)56.2 (53.4–59.0)56.7 (53.7–59.6)56.4 (53.1–59.7)52.4 (50.7–54.1)56.1 (53.4–58.758.7 (56.9–60.5)<.0001
    Race
        Hispanic46.9 (45.2–48.7)49.6 (45.3–53.9)48.0 (43.6–52.3)50.5 (46.3–54.6)49.8 (46.5–53.1)51.5 (48.5–54.4)51.1 (47.5–54.7)56.2 (52.4–60.0)54.9 (52.8–57.1)<.0001
        White44.0 (38.7–49.4)53.5 (49.0–57.9)52.2 (49.6–54.7)56.6 (53.9–59.3)56.5 (53.4–59.6)56.3 (51.8–60.8)53.9 (51.9–55.9)55.1 (51.7–58.5)59.2 (57.5–60.9)<.0001
        Black47.9 (45.9–49.9)57.5 (55.4–59.5)56.0 (54.2–57.9)58.8 (56.5–61.1)58.9 (55.5–62.3)58.6 (55.5–61.7)61.5 (58.7–64.5)61.6 (59.0–64.2)60.1 (56.7–63.4)<.0001
        Others52.9 (51.3–54.5)52.7 (37.7–67.7)47.9 (40.7–55.0)45.3 (34.5–56.1)53.5 (44.8–62.3)49.8 (40.3–59.2)42.6 (37.6–47.6)45.0 (41.2–48.9)45.0 (42.0–48.0).11
    Ratio of family income to poverty
        Above poverty (≥1.0)47.4 (45.7–49.2)52.7 (48.9–56.5)51.4 (49.0–53.9)55.3 (52.5–58.0)55.6 (52.5–58.7)55.3 (52.8–57.9)53.4 (51.9–55.0)54.8 (52.5–57.2)57.5 (56.1–58.9)<.0001
        Under poverty, <1.053.1 (50.5–55.8)58.9 (52.4–65.4)54.0 (48.7–59.3)58.4 (52.9–64.0)57.1 (52.2–61.9)59.1 (53.4–64.8)58.4 (55.2–61.7)57.0 (53.0–61.0)58.0 (54.5–61.6).001
    Health insurance
        Yes48.1 (46.3–50.0)54.2 (49.7–58.7)52.9 (51.1–54.7)57.0 (54.2–59.8)57.5 (54.4–60.6)56.6 (53.2–60.0)54.6 (52.9–56.2)55.5 (53.2–57.9)58.7 (57.1–60.4)<.0001
        No43.1 (38.3–47.8)47.9 (40.7–55.1)46.4 (38.5–54.3)46.7 (40.0–53.3)48.9 (44.9–53.0)50.5 (46.4–54.7)48.8 (44.1–53.4)53.9 (50.0–57.7)51.3 (47.7–54.9<.0001
    Education
        ≥High school46.4 (44.7–48.2)52.9 (48.6–57.2)51.4 (49.3–53.6)54.9 (52.4–57.4)55.8 (52.8–58.9)54.8 (51.8–57.9)53.2 (51.7–54.7)54.4 (52.0–56.7)57.4 (56.1–58.8)<.0001
        <High school52.5 (50.0–55.0)54.4 (49.9–58.9)53.8 (49.8–57.9)58.2 (53.4–63.1)56.1 (53.0–59.3)57.6 (52.7–62.5)55.5 (51.4–59.5)60.3 (56.1–64.4)57.1 (53.1–61.0).05
    • ↵* Unweighted total number of subjects with 2 or more multimorbidities.

    • ↵† Weighted overall prevalence of (95% confidence interval) 2 or more multimorbidities.

    • ↵‡ P value from logistic regression analysis.

    • Chronic conditions included in determining multi-morbidity: cardiovascular disease, chronic obstructive pulmonary disease, chronic kidney disease, asthma, arthritis, cancer, stroke, hypertension, hyperlipidemia, diabetes, and obesity.

    • View popup
    Table 3.

    Weighted Prevalence of 3 or More Multimorbidities for Participants Aged 20 Years or Older for National Health and Nutrition Examination Survey (NHANES) 1988–2014

    NHANES1988–1994 (n = 16573)1999–2000 (n = 4222)2001–2002 (n = 4792)2003–2004 (n = 4742)2005–2006 (n = 4481)2007–2008 (n = 5660)2009–2010 (n = 6011)2011–2012 (n = 52812013–2014 (n = 5541)P for trend‡
    No. with 3 or more comorbidities*497515911678189317052349236619962202
    Overall prevalence, %†24.6 (23.2–25.9)30.5 (27.5–33.5)29.2 (26.8–31.6)34.2 (31.5–36.9)34.2 (31.5–36.9)34.7 (32.1–37.4)33.8 (31.9–35.8)34.7 (31.3–38.1)38.5 (36.3–40.6)<.0001
    • ↵* Unweighted total number of subjects with 3 or more multimorbidities.

    • ↵† Weighted overall prevalence (95% confidence interval) of 3 or more multimorbidities.

    • ↵‡ P value from logistic regression analysis.

    • Chronic conditions included in determining multimorbidity: cardiovascular disease, chronic obstructive pulmonary disease, chronic kidney disease, asthma, arthritis, cancer, stroke, hypertension, hyperlipidemia, diabetes, and obesity.

    • View popup
    Table 4.

    Weighted Prevalence of 4 or More Multimorbidities for Participants Aged 20 Years or Older for National Health and Nutrition Examination Survey (NHANES) 1988–2014

    NHANES1988–1994 (n = 16573)1999–2000 (n = 4222)2001–2002 (n = 4792)2003–2004 (n = 4742)2005–2006 (n = 4481)2007–2008 (n = 5660)2009–2010 (n = 6011)2011–2012 (n = 5281)2013–2014 (n = 5541)P for trend‡
    No. with 4 or more comorbidities*252187592410929641413139811521321
    Overall prevalence†12.0 (11.1–12.9)15.8 (13.7–17.8)15.3 (13.2–17.3)18.5 (16.2–20.9)18.4 (16.4–20.4)19.3 (17.0–21.6)18.8 (17.2–20.4)19.4 (17.0–21.8)22.7 (21.1–24.3)<.0001
    • ↵* Unweighted total number of subjects with 4 or more multimorbidities.

    • ↵† Weighted overall prevalence of (95% confidence interval) 4 or more multimorbidities.

    • ↵‡ P value from logistic regression analysis.

    • Chronic conditions included in determining multi-morbidity: cardiovascular disease, chronic obstructive pulmonary disease, chronic kidney disease, asthma, arthritis, cancer, stroke, hypertension, hyperlipidemia, diabetes, and obesity.

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Multimorbidity Trends in United States Adults, 1988–2014
Dana E. King, Jun Xiang, Courtney S. Pilkerton
The Journal of the American Board of Family Medicine Jul 2018, 31 (4) 503-513; DOI: 10.3122/jabfm.2018.04.180008

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Multimorbidity Trends in United States Adults, 1988–2014
Dana E. King, Jun Xiang, Courtney S. Pilkerton
The Journal of the American Board of Family Medicine Jul 2018, 31 (4) 503-513; DOI: 10.3122/jabfm.2018.04.180008
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