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Research

Risk of COVID-19 in shielded and nursing care home patients: a cohort study in general practice

David Wingfield, Mansour Taghavi Azar Sharabiani, Azeem Majeed and Mariam Molokhia
BJGP Open 2021; 5 (6): BJGPO.2021.0081. DOI: https://doi.org/10.3399/BJGPO.2021.0081
David Wingfield
1 Department of Primary Care and Public Health, Imperial College London, London, UK
2 Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
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Mansour Taghavi Azar Sharabiani
1 Department of Primary Care and Public Health, Imperial College London, London, UK
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Azeem Majeed
1 Department of Primary Care and Public Health, Imperial College London, London, UK
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Mariam Molokhia
3 School of Population Health and Environmental, King’s College London, London, UK
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  • For correspondence: mariam.molokhia@kcl.ac.uk
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    Figure 1. Study flowchart
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    Figure 2. Weekly cases of COVID-19 infections by shielding categories from 23 March 2020 to 15 May 2020

Tables

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    Table 1. Summary characteristics of shielded (7 April 2020) and non-shielded in 57 713 adults aged ≥18 years
    VariablesShieldedn = 573Non-shieldedn = 57 140P value
    n Col %nCol %
    COVID-19 infection376.510371.8<0.001
    SexFemale34159.528 97450.7<0.001
    Male23240.528 16449.3
     Missing0000
    Age, years<30325.611 51220.2<0.001
    30–39488.416 94529.7
    40–49539.311 38919.9
    50–5911119.4820714.4
    60–6911820.646468.1
    70–7914224.828485.0
    ≥806912.015932.8
     Nursing home resident81.41780.3<0.001
    BMI (kg/m2)Underweight (<18.5 kg/m2)264.123504.5<0.001
    Normal weight(18.5–24.9 kg/m2)16929.520 98136.7
    Pre-obesity(25.0–29.9 kg/m2)12221.311 07419.4
    Obese I(30.0–34.9 kg/m2)7813.638556.8
    Obese II(35.0–39.9 kg/m2)223.812912.3
    Obese III(≥40 kg/m2)173.07141.3
    Missing value13924.316 87529.5
    IMD quintile (% coded)1 (most deprived)14525.310 94519.20.009
    210718.710 93519.1
    311419.911 56520.2
    49516.611 29719.8
    5 (least deprived)9516.610 50218.4
    Missing173.018963.3
    Ethnic groupWhite15727.418 29432.0<0.001
    Black African7112.435376.2
    Chinese10.210671.9
    Asian345.936546.4
    Mixed17029.716 08028.1
    Other10117.6772413.5
    Non-stated122.17271.3
    Missing274.7605710.6
     History of comorbiditiesType 2 diabetes11219.626474.6<0.001
    HTN15326.740427.1<0.001
    CKD9115.911982.1<0.001
    CHD6210.89731.7<0.001
    Respiratory disease17831.16911.2<0.001
    Lifestyle factorsDoes not smoke21838.132 89757.6<0.001
    Currently smokes13022.710 20817.9
    Formerly smoked22138.611 59620.3
    Missing40.724394.3
    • CHD = coronary heart disease. Col = column. CKD = chronic kidney disease. HTN = hypertension. IMD = Index of Multiple Deprivation.

    • View popup
    Table 2. Summary characteristics of adults infected with COVID-19 compared with those not infected in 57 713 adults aged ≥18 years
    COVID-19 n = 1074 (1.9%)No COVID-19 infection n = 56 639 (98.1%) P value
    Sex
    Female651 (60.6)28 664 (50.6)<0.001
    Male423 (39.4)27 973 (49.4)
    Age, years<0.001
    18–3094 (8.8)11 450 (20.2)
    30–39202 (18.8)16 791 (29.7)
    40–49223 (20.8)11 219 (19.8)
    50–59258 (24.0)8060 (14.2)
    60–69137 (12.8)4627 (8.2)
    70–7984 (7.8)2906 (5.1)
    ≥8076 (7.1)1586 (2.8)
    Ethnic group n (%)
    White251 (23.4)18 200 (32.1)<0.001
    South Asian81 (7.5)3607 (6.4)
    Black African138 (12.9)3470 (6.1)
    Chinese11 (1.0)1057 (1.9)
    Mixed268 (25.0)15 982 (28.2)
    Other221 (20.6)7604 (13.4)
    Non-stated23 (2.1)716 (1.3)
    Missing81 (7.5)6003 (10.6)
    Lifestyle indicators
    Nursing home resident52 (4.8)134 (0.2)<0.001
    Not obese794 (73.9)44 437 (78.5)<0.001
    Obese (BMI >30 kg/m2)230 (21.4)7112 (12.6)
    Missing50 (4.7)5090 (9.0)
    IMD quintile (% coded)
    1 (most deprived)241 (22.4)10 849 (19.2)<0.001
    2233 (21.7)10 809 (19.1)
    3219 (20.4)11 460 (20.2)
    4176 (16.4)11 216 (19.8)
    5 (least deprived)156 (14.5)10 441 (18.4)
    Missing49 (4.5)1864 (3.3)
    Smoking status<0.001
    Currently smokes174 (16.2)10 164 (18.0)
    Formerly smoked265 (24.7)11 552 (20.4)
    Does not smoke623 (58.0)32 492 (57.4)
    Missing12 (1.1)2431 (4.3)
    Comorbidities
    Type 2 diabetes128 (11.9)2631(4.7)<0.001
    HTN153 (14.3)4042 (7.1)<0.001
    CKD57 (5.3)1232 (2.2)<0.001
    CHD48 (4.5)987 (1.7)<0.001
    Respiratory disease54 (5.0)815 (1.4)<0.001
    • CHD = coronary heart disease. CKD = chronic kidney disease. HTN = hypertension. IMD = Index of Multiple Deprivation.

    • View popup
    Table 3. Partially and fully adjusted multi-level mixed effects regression of the odds of shielding status in 57 713 adults aged ≥18 years
    Shielding statusPartially adjusted odds ratio 95% CIa P valueFully adjusted odds ratio 95% CIb P value
    Age (years)1.06 (1.05 to 1.06)<0.0011.03 (1.03 to 1.04)<0.001
    Sex
     Femalerefref
     Male0.74 (0.63 to 0.88)<0.0010.62 (0.52 to 0.75)<0.001
    Nursing home resident0.80 (0.39 to 1.65)0.541.07 (0.35 to 3.33)0.90
     BMI
     BMI <30 kg/m2 refref
     Obese >30 kg/m2 1.60 (1.32 to 1.94)<0.0011.32 (1.07 to 1.64)0.01
    Smoking status
     Does not smokerefref
     Currently smokes2.45 (1.96 to 3.07)<0.0011.50 (1.16 to 1.94)<0.001
     Formerly smoked2.16 (1.78 to 2.62)<0.0011.68 (1.35 to 2.10)<0.001
    Ethnic group
     Whiterefref
     South Asian0.98 (0.67 to 1.42)0.911.37 (0.92 to 2.03)0.12
     Black African2.23 (1.68 to 2.97)<0.0012.78 (2.02 to 3.81)<0.001
     Chinese0.15 (0.02 to 1.07)0.060.23 (0.03 to 1.64)0.14
     Mixed1.11 (0.89 to 1.38)0.361.11 (0.87 to 1.41)0.40
     Other1.13 (0.88 to 1.46)0.331.26 (0.95 to 1.67)0.11
     Non-stated1.80 (0.99 to 3.28)0.062.23 (1.16 to 4.27)0.02
     Missing0.50 (0.33 to 0.75)0.0010.84 (0.54 to 1.30)0.42
    IMD quintile (% coded)
     1 (least deprived)ref
     20.94 (0.71 to 1.25)0.680.98 (0.72 to 1.33)0.90
     31.10 (0.83 to 1.44)0.501.16 (0.86 to 1.55)0.33
     41.09 (0.83 to 1.44)0.530.97 (0.72 to 1.31)0.85
     5 (most deprived)1.48 (1.14 to 1.92)0.0031.24 (0.93 to 1.64)0.14
    Comorbidities
     Type 2 diabetes1.95 (1.56 to 2.45)<0.0011.39 (1.07 to 1.80)0.01
     HTN1.45 (1.17 to 1.79)0.0011.07 (0.84 to 1.36)0.58
     CKD2.05 (1.58 to 2.67)<0.0011.96 (1.47 to 2.63)<0.001
     CHD1.97 (1.47 to 2.63)<0.0011.21 (0.87 to 1.68)0.27
     Respiratory disease15.16 (12.24 to 18.76)<0.00112.72 (10.00 to 16.18)<0.001
    • BMI = body mass index; IMD = Index of Multiple Deprivation; HTN = hypertension; CKD = chronic kidney disease; CHD = coronary heart disease

    • a Adjusted for age and sex.

    • b Adjusted for all covariates in the table and practice.

    • View popup
    Table 4. Partially and fully adjusted Cox proportional hazards regression of the odds of COVID-19; during 1 February 2020–15 May 2020 in 57 713 adults aged ≥18 years
    COVID-19 infectionPartially adjustedhazard ratio 95% CIaFully adjusted hazard ratio 95% CIbFully adjusted P value
    Age, years1.03 (1.02 to 1.03)<0.0011.02 (1.01 to 1.02)<0.001
    Sex
    Female––
    Male0.68 (0.60 to 0.77)<0.0010.71 (0.62 to 0.82)<0.001
    Shielded group2.00 (1.35 to 2.86)<0.0011.52 (1.00 to 2.30)0.048
    Nursing home resident9.37 (6.68 to 13.15)<0.0017.05 (4.22 to 11.77)<0.001
    BMI
    BMI <30 kg/m2 refref
    Obese >30 kg/m2 1.50 (1.29 to 1.76)<0.0011.39 (1.18 to 1.63)<0.001
    Smoking status
    Does not smokerefref
    Currently smokes0.90 (0.75 to 1.08)0.240.90 (0.74 to 1.09)0.29
    Formerly smoked1.02 (0.87 to 1.19)0.811.10 (0.94 to 1.30)0.24
    Ethnic group
    Whiterefref
    South Asian1.48 (1.14 to 1.93)0.0041.46 (1.10 to 1.93)0.01
    Black African2.68 (2.16 to 3.34)<0.0012.52 (1.99 to 3.18)<0.001
    Chinese0.91 (0.50 to 1.66)0.751.04 (0.57 to 1.91)0.90
    Mixed1.11 (0.92 to 1.33)0.281.12 (0.93 to 1.36)0.24
    Other1.75 (1.45 to 2.12)<0.0011.74 (1.42 to 2.13)<0.001
    Non-stated2.10 (1.34 to 3.30)0.0011.70 (1.02 to 2.84)0.04
    Missing0.88 (0.67 to 1.16)0.360.87 (0.64 to 1.18)0.37
    IMD quintile (% coded)
    1 (least deprived)refref
    21.13 (0.90 to 1.41)0.301.07 (0.85 to 1.34)0.58
    31.33 (1.07 to 1.64)0.011.25 (1.01 to 1.56)0.05
    41.31 (1.05 to 1.63)0.021.11 (0.88 to 1.40)0.38
    5 (most deprived)1.46 (1.17 to 1.81)0.0011.21 (0.97 to 1.53)0.10
    Comorbidities
    Type 2 diabetes1.63 (1.31 to 2.02)<0.0011.26 (0.99 to 1.60)0.06
    HTN1.25 (1.02 to 1.53)0.031.01 (0.81 to 1.26)0.93
    CKD1.00 (0.74 to 1.37)0.980.79 (0.57 to 1.11)0.17
    CHD1.38 (1.00 to 1.90)0.011.20 (0.85 to 1.69)0.29
    Respiratory disease1.68 (1.23 to 2.31)<0.0011.51 (1.06 to 2.16)0.02
    • CHD = coronary heart disease. CKD = chronic kidney disease. HTN = hypertension. IMD = Index of Multiple Deprivation.

    • a Adjusted for age, sex, and practice.

    • b Adjusted for all covariates in the table and practice.

Supplementary Data

  • BJGPO.2021.0081_Supp.pdf -

    Supplementary material is not copyedited or typeset, and is published as supplied by the author(s). The author(s) retain(s) responsibility for its accuracy.

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Risk of COVID-19 in shielded and nursing care home patients: a cohort study in general practice
David Wingfield, Mansour Taghavi Azar Sharabiani, Azeem Majeed, Mariam Molokhia
BJGP Open 2021; 5 (6): BJGPO.2021.0081. DOI: 10.3399/BJGPO.2021.0081

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Risk of COVID-19 in shielded and nursing care home patients: a cohort study in general practice
David Wingfield, Mansour Taghavi Azar Sharabiani, Azeem Majeed, Mariam Molokhia
BJGP Open 2021; 5 (6): BJGPO.2021.0081. DOI: 10.3399/BJGPO.2021.0081
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Keywords

  • COVID-19
  • ethnic groups
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  • nursing homes
  • General practice
  • primary healthcare

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  • Study of the sensitivity and specificity of smell and taste disorders as a predictive factor of SARS-CoV-2 infection among primary care healthcare professionals: a retrospective observational study
  • Exploring the impact of the national extended access scheme on patient experience of and satisfaction with general practice: an observational study using the English GP Patient Survey
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