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Research ArticleOriginal Research

Assessing the Adequacy of Obstructive Sleep Apnea Diagnosis for High-Risk Patients in Primary Care

Benjamin Arsic, Kristina Zebic, Aamna Sajid, Neha Bhave, Karla D. Passalacqua, Denise White-Perkins, Lois Lamerato, Della Rees and Katarzyna Budzynska
The Journal of the American Board of Family Medicine March 2022, 35 (2) 320-328; DOI: https://doi.org/10.3122/jabfm.2022.02.210296
Benjamin Arsic
From the Department of Family Medicine, Henry Ford Hospital, Detroit, MI (BA, KZ, NB, DW-P, and KB);Department of Medical Education, Henry Ford Hospital, Detroit, MI (KDP); Department of Public Health Sciences, Henry Ford Health System, Detroit, MI (LL and DR); and Wayne State University, Detroit, MI (AS).
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Kristina Zebic
From the Department of Family Medicine, Henry Ford Hospital, Detroit, MI (BA, KZ, NB, DW-P, and KB);Department of Medical Education, Henry Ford Hospital, Detroit, MI (KDP); Department of Public Health Sciences, Henry Ford Health System, Detroit, MI (LL and DR); and Wayne State University, Detroit, MI (AS).
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Aamna Sajid
From the Department of Family Medicine, Henry Ford Hospital, Detroit, MI (BA, KZ, NB, DW-P, and KB);Department of Medical Education, Henry Ford Hospital, Detroit, MI (KDP); Department of Public Health Sciences, Henry Ford Health System, Detroit, MI (LL and DR); and Wayne State University, Detroit, MI (AS).
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Neha Bhave
From the Department of Family Medicine, Henry Ford Hospital, Detroit, MI (BA, KZ, NB, DW-P, and KB);Department of Medical Education, Henry Ford Hospital, Detroit, MI (KDP); Department of Public Health Sciences, Henry Ford Health System, Detroit, MI (LL and DR); and Wayne State University, Detroit, MI (AS).
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Karla D. Passalacqua
From the Department of Family Medicine, Henry Ford Hospital, Detroit, MI (BA, KZ, NB, DW-P, and KB);Department of Medical Education, Henry Ford Hospital, Detroit, MI (KDP); Department of Public Health Sciences, Henry Ford Health System, Detroit, MI (LL and DR); and Wayne State University, Detroit, MI (AS).
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Denise White-Perkins
From the Department of Family Medicine, Henry Ford Hospital, Detroit, MI (BA, KZ, NB, DW-P, and KB);Department of Medical Education, Henry Ford Hospital, Detroit, MI (KDP); Department of Public Health Sciences, Henry Ford Health System, Detroit, MI (LL and DR); and Wayne State University, Detroit, MI (AS).
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Lois Lamerato
From the Department of Family Medicine, Henry Ford Hospital, Detroit, MI (BA, KZ, NB, DW-P, and KB);Department of Medical Education, Henry Ford Hospital, Detroit, MI (KDP); Department of Public Health Sciences, Henry Ford Health System, Detroit, MI (LL and DR); and Wayne State University, Detroit, MI (AS).
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Della Rees
From the Department of Family Medicine, Henry Ford Hospital, Detroit, MI (BA, KZ, NB, DW-P, and KB);Department of Medical Education, Henry Ford Hospital, Detroit, MI (KDP); Department of Public Health Sciences, Henry Ford Health System, Detroit, MI (LL and DR); and Wayne State University, Detroit, MI (AS).
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Katarzyna Budzynska
From the Department of Family Medicine, Henry Ford Hospital, Detroit, MI (BA, KZ, NB, DW-P, and KB);Department of Medical Education, Henry Ford Hospital, Detroit, MI (KDP); Department of Public Health Sciences, Henry Ford Health System, Detroit, MI (LL and DR); and Wayne State University, Detroit, MI (AS).
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Article Figures & Data

Tables

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    Table 1.

    Demographic Information of Patients in Primary Care Clinics Including Total Patients in the Sample and Those Who Were at High Risk of Obstructive Sleep Apnea

    All Patients N (%) (n = 30,022)High-Risk Patients N (%) (n = 4,911)
    Race/ethnicity
        African American17,787 (59%)3,252 (66.2)
        Other12,235 (41%)1,659 (33.8)
    Body mass index, kg/m2
        18.5 to 24.9394 (1.35%)18 (0.37)
        25.0 to 29.96,556 (22.5%)478 (9.8)
        30.0 to 39.910,059 (34.6%)2,228 (45.7)
        > 403,379 (11.6%)1,186 (24.3)
    Risk Factors
        Body mass index, kg/m2
            35 and under22,996 (76.6%)2,264 (46.1)
            > 357,026 (23.4%)2,647 (53.9)
        Age
            ≤ 50 years14,453 (48.1%)313 (6.4)
            > 50 years15,569 (51.9%)4,598 (93.6)
        Sex
            Male10,191 (34%)3,397 (69.2)
            Female19,831 (66.1%)1,514 (30.8)
        Hypertension
            Yes9,802 (32.6%)4,602 (93.7)
            No20,220 (67.4%)309 (6.3)
    Urban clinic18,408 (61.3%)3,189 (64.9)
    Suburban clinic11,614 (38.7%)1,722 (35.1)
    • View popup
    Table 2.

    Chi-Square Analysis of Association between Characteristics of Patients at High Risk for Obstructive Sleep Apnea and Clinical Assessment for Obstructive Sleep Apnea

    OSA not assessed N (%)*OSA assessed N (%)*P value†
    Total (n = 4,911)3,387 (69.0)1,524 (31.0)
    Sex< 0.01
        Female962 (63.4)552 (36.6)
        Male2,425 (71.4)972 (28.6)
    Age< 0.01
        ≤ 50 years151 (48.2)162 (51.8)
        > 50 years3,236 (70.4)1,362 (29.6)
    Clinic location‡0.49
        Urban2,169 (68.0)1,020 (32.0)
        Suburban1,218 (70.7)504 (29.3)
    Body mass index, kg/m2< 0.01
        ≤ 351,865 (82.4)399 (17.6)
        > 351,522 (57.5)1,125 (42.5)
    Race/Ethnicity0.05
        African American2,213 (68.1)1,039 (31.9)
        Not African American§1,174 (70.8)485 (29.2)
    Hypertension< 0.01
        No161 (52.1)148 (47.9)
        Yes3,226 (70.1)1,376 (29.9)
    • Abbreviation: OSA, obstructive sleep apnea.

    • ↵* Percentages are row percentages (number/[OSA not assessed + OSA assessed]).

    • ↵† Calculated per χ2 test.

    • ↵‡ Urban clinic is Detroit Northwest and Harbortown; Suburban clinic in Troy and Commerce Township.

    • ↵§ Not African American includes Asian, Hispanic, and White ethnicity reported in medical record.

    • View popup
    Table 3.

    Logistic Regression Analysis of Variables Associated with Screening for OSA in the Total Patient Population and in High-Risk Patients

    OSA High-Risk Patients N = 4,911
    Odds Ratio95% CIP value
    African American ethnicity1.000.83–1.200.970
    Suburban medical center0.980.82–1.180.860
    Age > 50 years0.990.74–1.310.926
    Body mass index > 35 kg/m24.964.04–6.09<0.001
    Hypertension1.150.87–1.530.324
    Male sex1.841.51–2.26<0.001
    • Abbreviations: OSA, obstructive sleep apnea; CI, confidence interval.

    • View popup
    Table 4.

    Reasons for Referrals to Sleep Study Based on a Random Chart Review of the 1,524 Patients Who Were Screened for Obstructive Sleep Apnea

    Reason for ReferralN (%) of Patients (n = 200)*
    Snoring58 (29%)
    Existing obstructive sleep apnea diagnosis follow-up38 (19%)
    Daytime sleepiness32 (16%)
    Elevated body mass index14 (7%)
    Fatigue16 (8%)
    Hypertension14 (7%)
    Other/unknown28 (14%)
    • ↵* Random assessment of 200 medical records is 13% of the 1,524 patients who were screened for obstructive sleep apnea.

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The Journal of the American Board of Family     Medicine: 35 (2)
The Journal of the American Board of Family Medicine
Vol. 35, Issue 2
March/April 2022
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Assessing the Adequacy of Obstructive Sleep Apnea Diagnosis for High-Risk Patients in Primary Care
Benjamin Arsic, Kristina Zebic, Aamna Sajid, Neha Bhave, Karla D. Passalacqua, Denise White-Perkins, Lois Lamerato, Della Rees, Katarzyna Budzynska
The Journal of the American Board of Family Medicine Mar 2022, 35 (2) 320-328; DOI: 10.3122/jabfm.2022.02.210296

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Assessing the Adequacy of Obstructive Sleep Apnea Diagnosis for High-Risk Patients in Primary Care
Benjamin Arsic, Kristina Zebic, Aamna Sajid, Neha Bhave, Karla D. Passalacqua, Denise White-Perkins, Lois Lamerato, Della Rees, Katarzyna Budzynska
The Journal of the American Board of Family Medicine Mar 2022, 35 (2) 320-328; DOI: 10.3122/jabfm.2022.02.210296
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Keywords

  • Body Mass Index
  • Family Medicine
  • Logistic Models
  • Michigan
  • Obstructive Sleep Apnea
  • Primary Health Care
  • Retrospective Studies
  • Risk Factors

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