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Research ArticleOriginal Research

Reduction of Long-Term Opioid Prescribing for Back Pain in Community Health Centers After a Medicaid Policy Change

John Muench, Megan Hoopes, Meghan Mayhew, Maura Pisciotta, Susan M. Shortreed, Catherine J. Livingston, Michael Von Korff and ,Lynn L. DeBar
The Journal of the American Board of Family Medicine March 2022, 35 (2) 352-369; DOI: https://doi.org/10.3122/jabfm.2022.02.210306
John Muench
From the Oregon Health & Science University, Portland, OR (JM); OCHIN, Inc., Portland, OR (MH and MP); Kaiser Permanente Center for Health Research, Portland, OR (MM, SMS, MVK, and LLD); and Oregon Health & Science University, Portland, OR (CJL).
MD, MPH
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Megan Hoopes
From the Oregon Health & Science University, Portland, OR (JM); OCHIN, Inc., Portland, OR (MH and MP); Kaiser Permanente Center for Health Research, Portland, OR (MM, SMS, MVK, and LLD); and Oregon Health & Science University, Portland, OR (CJL).
MPH
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Meghan Mayhew
From the Oregon Health & Science University, Portland, OR (JM); OCHIN, Inc., Portland, OR (MH and MP); Kaiser Permanente Center for Health Research, Portland, OR (MM, SMS, MVK, and LLD); and Oregon Health & Science University, Portland, OR (CJL).
MPH
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Maura Pisciotta
From the Oregon Health & Science University, Portland, OR (JM); OCHIN, Inc., Portland, OR (MH and MP); Kaiser Permanente Center for Health Research, Portland, OR (MM, SMS, MVK, and LLD); and Oregon Health & Science University, Portland, OR (CJL).
MS
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Susan M. Shortreed
From the Oregon Health & Science University, Portland, OR (JM); OCHIN, Inc., Portland, OR (MH and MP); Kaiser Permanente Center for Health Research, Portland, OR (MM, SMS, MVK, and LLD); and Oregon Health & Science University, Portland, OR (CJL).
PhD
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Catherine J. Livingston
From the Oregon Health & Science University, Portland, OR (JM); OCHIN, Inc., Portland, OR (MH and MP); Kaiser Permanente Center for Health Research, Portland, OR (MM, SMS, MVK, and LLD); and Oregon Health & Science University, Portland, OR (CJL).
MD, MPH
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Michael Von Korff
From the Oregon Health & Science University, Portland, OR (JM); OCHIN, Inc., Portland, OR (MH and MP); Kaiser Permanente Center for Health Research, Portland, OR (MM, SMS, MVK, and LLD); and Oregon Health & Science University, Portland, OR (CJL).
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,Lynn L. DeBar
From the Oregon Health & Science University, Portland, OR (JM); OCHIN, Inc., Portland, OR (MH and MP); Kaiser Permanente Center for Health Research, Portland, OR (MM, SMS, MVK, and LLD); and Oregon Health & Science University, Portland, OR (CJL).
PhD, MPH
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    Figure 1.

    Timeline of Oregon policy implementation.

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    Figure 2.

    MME reduction among Oregon Medicaid patients with back or neck pain on long-term opioid therapy by starting dose, over 18 months postpolicy implementation

Tables

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    Table 1.

    Baseline Characteristics of Oregon Medicaid Patients with Back or Neck Pain on Long-Term Opioid Therapy

    n (%) N = 1,789
    Sex
        Female1083 (60.5)
    Age, years
        Mean (SD)49.2 (9.2)
        19 to 34163 (9.1)
        35 to 49593 (33.2)
        50 to 641033 (57.7)
    Race/ethnicity
        Non-Hispanic White1556 (87.0)
        Hispanic, Black, Indigenous, other patients of color, and unknown race/ethnicity233 (13.0)
    Eligible pain diagnoses
        Back pain1183 (66.1)
        Neck pain223 (12.5)
        Both383 (21.4)
    Average daily MME
        <20745 (41.6)
        20 to <50578 (32.3)
        50 to <90259 (14.5)
        ≥90207 (11.6)
    Number of visits in the prior year
        Median (IQR)9.0 (6.0, 14.0)
        <6422 (23.6)
        6 to 9523 (29.2)
        10 to 12305 (17.1)
        >12539 (30.1)
    Charlson Comorbidity Index*
        0309 (17.3)
        1 to 2899 (50.3)
        ≥3581 (32.5)
    N pain clusters (of 8)*†
        0338 (18.9)
        1638 (35.7)
        ≥2813 (45.4)
        Alcohol abuse/dependence*164 (9.2)
        Opioid abuse/dependence*80 (4.5)
        Other drug abuse/dependence*224 (12.5)
        Mood disorder* ‡1098 (61.4)
    • Abbreviations: SD, standard deviation; MME, morphine milligram equivalence; IQR, interquartile range.

    • ↵* Conditions based on active problem list entries at baseline.

    • ↵† Pain conditions assessed: (1) limb/extremity pain, joint pain, and arthritic disorders; (2) neuropathic pain conditions; (3) headache; (4) abdominal and bowel pain; (5) urogenital, pelvic, and menstrual pain; (6) musculoskeletal chest pain; (7) systemic disorders or diseases causing pain; (8) orofacial, ear, and temporomandibular disorder pain. See Appendix Table 1 for definitions.

    • ↵‡ Includes depression and anxiety disorders. See Appendix Table 1 for definitions.

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    Table 2.

    Opioid Reduction Outcomes Among Oregon Medicaid Patients with Back or Neck Pain on Long-Term Opioid Therapy, by Baseline Dose

    Average daily dose at baseline
    Total N = 1,789 n (column %)<20 MME N = 745 column %20 to < 50 MME N = 578 column %50 to <90 MME N = 259 column %≥90 MME N = 207 column %
    Opioid reduction measures at end of follow-up
        Reduced to 0 MME889 (47.9%)52.6%47.4%48.3%47.3%
        Mean (SD) number of calendar quarters to reduce to zero MME3.6 (1.6)3.0 (1.6)3.4 (1.7)3.9 (1.5)4.1 (1.4)
        Partially reduced MME536 (30.0%)24.0%31.1%31.3%46.4%
        Mean (SD) MME at end of follow-up, among patients with partial reduction28.0 (33.5)7.4 (4.5)18.9 (10.1)36.3 (18.9)76.4 (49.1)
        Did not reduce MME364 (20.3%)23.4%21.5%20.5%6.3%
    Average daily dose at end of follow-up
        0 MME889 (49.7%)52.6%47.4%48.3%47.3%
        1 to <20 MME415 (23.2%)39.5%16.1%7.7%3.9%
        20 to <50 MME287 (16.0%)6.6%31.1%13.9%10.6%
        50 to <90 MME133 (7.4%)1.1%5.0%23.6%16.9%
        ≥90 MME65 (3.6%)<1%±<1%±6.6%21.3%
    • Abbreviations: MME, morphine milligram equivalence; SD, standard deviation.

    • Patient Ns have been suppressed in this table due to some small cell sizes.

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    Table 3.

    Odds of Reducing Opioid Usage to Zero Among Oregon Medicaid Patients with Back or Neck Pain on Long-Term Opioid Therapy

    Unadjusted or (95% CI)Adjusted* OR (95% CI)
    Sex
        MaleRefRef
        Female0.98 (0.81–1.18)0.93 (0.76–1.14)
    Age, years
        19 to 34RefRef
        35 to 490.84 (0.59–1.20)0.91 (0.63–1.30)
        50 to 640.56 (0.40–0.78)0.62 (0.43–0.88)
    Race/ethnicity
        Hispanic, Black, Indigenous, other patients of color, and unknownrace/ethnicityRefRef
        Non-Hispanic White1.55 (1.17–2.04)1.61 (1.21–2.15)
    Eligible pain diagnoses
        Back painRefRef
        Neck pain0.74 (0.55–0.99)0.73 (0.55–0.99)
        Both1.02 (0.81–1.28)1.05 (0.83–1.34)
    Baseline average daily MME
        <20 MMERefRef
        20 - <50 MME0.81 (0.65–1.01)0.81 (0.65–1.01)
        50 - <900.84 (0.63–1.12)0.79 (0.59–1.06)
        ≥900.81 (0.60–1.10)0.75 (0.55–1.04)
    Number of visits in the prior year
        <6RefRef
        6 to 90.98 (0.76–1.27)1.02 (0.78–1.32)
        10 to 121.05 (0.78–1.41)1.09 (0.81–1.48)
        >121.14 (0.89–1.48)1.20 (0.92–1.57)
    Charlson Comorbidity Index†
        0RefRef
        1 to 20.63 (0.48–0.82)0.64 (0.49–0.85)
        ≥30.60 (0.46–0.80)0.68 (0.50–0.93)
    N pain clusters (of 8)† ‡
        0RefRef
        10.84 (0.65–1.10)0.87 (0.66–1.14)
        ≥20.82 (0.63–1.05)0.84 (0.64–1.10)
        Alcohol abuse/dependence†1.01 (0.74–1.40)1.03 (0.74–1.44)
        Opioid abuse/dependence†1.64 (1.03–2.59)1.70 (1.05–2.71)
        Other drug abuse/dependence†1.08 (0.82–1.43)0.98 (0.73–1.32)
        Mood disorder† §1.08 (0.90–1.31)1.16 (0.94–1.43)
    • Abbreviations: OR, odds ratio; MME, morphine milligram equivalence, CI, confidence interval Bold, P < .05.

    • ↵* Model adjusted for all variables in this table.

    • ↵† Conditions based on active problem list entries at baseline.

    • ↵‡ Pain conditions assessed: (1) limb/extremity pain, joint pain, and arthritic disorders; (2) neuropathic pain conditions; (3) headache; (4) abdominal and bowel pain; (5) urogenital, pelvic, and menstrual pain; (6) musculoskeletal chest pain; (7) systemic disorders or diseases causing pain; (8) orofacial, ear, and temporomandibular disorder pain. See Appendix Table 1 for definitions.

    • ↵§ Includes depression and anxiety disorders. See Appendix Table 1 for definitions.

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    Appendix Table 1.

    Condition Definitions

    Icd-10-CM
    Back painG54.1, G54.3, G54.4, G96.11, L40.53, M08.1, M25.78, M43.00, M43.04, M43.05, M43.06, M43.07, M43.08, M43.09, M43.10, M43.14, M43.15, M43.16, M43.17, M43.18, M43.19, M43.5 × 4, M43.5 × 5, M43.5 × 6, M43.5 × 7, M43.5 × 8, M43.5 × 9, M43.8 × 4, M43.8 × 5, M43.8 × 6, M43.8 × 7, M43.8 × 8, M43.8 × 9, M43.9, M45.0, M45.4, M45.5, M45.6, M45.7, M45.8, M45.9, M46.00, M46.04, M46.05, M46.06, M46.07, M46.08, M46.09, M46.1, M46.40, M46.44, M46.45, M46.46, M46.47, M46.48, M46.49, M46.80, M46.84, M46.85, M46.86, M46.87, M46.88, M46.89, M46.90, M46.94, M46.95, M46.96, M46.97, M46.98, M46.99, M47.10, M47.14, M47.15, M47.16, M47.20, M47.24, M47.25, M47.26, M47.27, M47.28, M47.814, M47.815, M47.816, M47.817, M47.818, M47.819, M47.894, M47.895, M47.896, M47.897, M47.898, M47.899, M47.9, M48.00, M48.04, M48.05, M48.06, M48.07, M48.08, M48.10, M48.14, M48.15, M48.16, M48.17, M48.18, M48.19, M48.20, M48.24, M48.25, M48.26, M48.27, M48.30, M48.34, M48.35, M48.36, M48.37, M48.38, M48.8 × 4, M48.8 × 5, M48.8 × 6, M48.8 × 7, M48.8 × 8, M48.8 × 9, M48.9, M49.80, M49.84, M49.85, M49.86, M49.87, M49.88, M49.89, M51.04, M51.05, M51.06, M51.14, M51.15, M51.16, M51.17, M51.24, M51.25, M51.26, M51.27, M51.34, M51.35, M51.36, M51.37, M51.44, M51.45, M51.46, M51.47, M51.84, M51.85, M51.86, M51.87, M51.9, M53.2 × 4, M53.2 × 5, M53.2 × 6, M53.2 × 7, M53.2 × 8, M53.2 × 9, M53.3, M53.80, M53.84, M53.85, M53.86, M53.87, M53.88, M53.9, M54.00, M54.04, M54.05, M54.06, M54.07, M54.08, M54.09, M54.10, M54.14, M54.15, M54.16, M54.17, M54.18, M54.30, M54.31, M54.32, M54.40, M54.41, M54.42, M54.5, M54.6, M54.89, M54.9, M62.830, M95.4, M95.5, M96.1, M99.02, M99.03, M99.04, M99.05, M99.12, M99.14, M99.18, M99.53, M99.73, M99.79, M99.82, M99.83, M99.84, M99.85, M99.88, Q67.5, Q76.0, Q76.1, Q76.2, Q76.3, Q76.414, Q76.415, Q76.419, Q76.49, S23.100A, S23.101A, S23.101 Days, S23.101 Second, S23.111A, S23.111 Days, S23.111 Second, S23.121A, S23.121 Days, S23.121 Second, S23.123A, S23.123 Days, S23.123S, S23.131A, S23.131 Days, S23.131 Second, S23.133A, S23.133 Days, S23.133S, S23.141A, S23.141 Days, S23.141 Second, S23.143A, S23.143 Days, S23.143S, S23.151A, S23.151 Days, S23.151 Second, S23.153A, S23.153 Days, S23.153S, S23.161A, S23.161 Days, S23.161 Second, S23.163A, S23.163 Days, S23.163S, S23.171A, S23.171 Days, S23.171 Second, S23.20XA, S23.20XD, S23.20XS, S23.29XA, S23.29XD, S23.29XS, S23.3XXA, S23.3XXD, S23.3XXS, S23.8XXA, S23.8XXD, S23.8XXS, S23.9XXA, S23.9XXD, S23.9XXS, S29.019A, S29.019 Days, S29.019S, S33.0XXA, S33.100A, S33.101A, S33.101 Days, S33.101 Second, S33.111A, S33.111 Days, S33.111 Second, S33.121A, S33.121 Days, S33.121 Second, S33.131A, S33.131 Days, S33.131 Second, S33.140A, S33.140 Days, S33.141A, S33.141 Days, S33.141 Second, S33.2XXA, S33.2XXD, S33.2XXS, S33.30XA, S33.30XD, S33.30XS, S33.39XA, S33.39XD, S33.39XS, S33.5XXA, S33.5XXD, S33.5XXS, S33.6XXA, S33.6XXD, S33.6XXS, S33.8XXA, S33.8XXD, S33.8XXS, S33.9XXA, S33.9XXD, S33.9XXS, S39.012A, S39.012 Days, S39.012S, S39.92XA
    Neck painG54.2, M43.01, M43.02, M43.03, M43.11, M43.12, M43.13, M43.3, M43.4, M43.5 × 2, M43.5 × 3, M43.6, M43.8 × 1, M43.8 × 2, M43.8 × 3, M45.1, M45.2, M45.3, M46.01, M46.02, M46.03, M46.41, M46.42, M46.43, M46.81, M46.82, M46.83, M46.91, M46.92, M46.93, M47.11, M47.12, M47.13, M47.22, M47.811, M47.812, M47.813, M47.891, M47.892, M47.893, M48.01, M48.02, M48.03, M48.11, M48.12, M48.13, M48.21, M48.22, M48.23, M48.31, M48.32, M48.33, M48.8 × 1, M48.8 × 2, M48.8 × 3, M49.81, M49.82, M49.83, M50.00, M50.01, M50.020, M50.021, M50.022, M50.023, M50.03, M50.10, M50.11, M50.120, M50.121, M50.122, M50.123, M50.13, M50.20, M50.21, M50.220, M50.221, M50.222, M50.223, M50.23, M50.30, M50.31, M50.320, M50.321, M50.322, M50.323, M50.33, M50.80, M50.81, M50.820, M50.821, M50.822, M50.823, M50.83, M50.90, M50.91, M50.920, M50.921, M50.922, M50.923, M50.93, M53.0, M53.1, M53.2 × 1, M53.2 × 2, M53.2 × 3, M53.81, M53.82, M53.83, M54.01, M54.02, M54.03, M54.11, M54.12, M54.13, M54.2, M95.3, M99.01, M99.11, M99.31, M99.51, M99.61, M99.71, M99.81, Q76.411, Q76.412, Q76.413, S13.0XXA, S13.100A, S13.100 Days, S13.101A, S13.101 Days, S13.101 Second, S13.111A, S13.111 Days, S13.111 Second, S13.120A, S13.121A, S13.121 Days, S13.121 Second, S13.130A, S13.131A, S13.131 Days, S13.131 Second, S13.140A, S13.141A, S13.141 Days, S13.141 Second, S13.150A, S13.151A, S13.151 Days, S13.151 Second, S13.160A, S13.160 Days, S13.161A, S13.161 Days, S13.161 Second, S13.170 Days, S13.171A, S13.171 Days, S13.171 Second, S13.180A, S13.181A, S13.181 Days, S13.181 Second, S13.20XA, S13.20XD, S13.20XS, S13.29XA, S13.29XD, S13.29XS, S13.4XXA, S13.4XXD, S13.4XXS, S13.5XXA, S13.8XXA, S13.8XXD, S13.8XXS, S13.9XXD, S13.9XXS, S16.1XXA, S16.1XXD, S16.1XXS
    Limb/extremity pain, joint pain, and arthritic disordersA52.16, G54.0, G54.5, G54.6, G56.00, G56.01, G56.02, G56.03, G56.40, G56.41, G56.42, G56.43, G57.00, G57.01, G57.02, G57.03, G57.10, G57.11, G57.12, G57.13, G57.20, G57.21, G57.22, G57.23, G57.30, G57.31, G57.32, G57.33, G57.40, G57.41, G57.42, G57.43, G57.50, G57.51, G57.52, G57.53, G57.60, G57.61, G57.62, G57.63, G57.70, G57.71, G57.72, G57.73, G72.9, I77.6, M02.00, M02.011, M02.012, M02.019, M02.021, M02.022, M02.029, M02.031, M02.032, M02.039, M02.041, M02.042, M02.049, M02.051, M02.052, M02.059, M02.061, M02.062, M02.069, M02.071, M02.072, M02.079, M02.08, M02.09, M06.219, M07.60, M07.611, M07.612, M07.619, M07.621, M07.622, M07.629, M07.631, M07.632, M07.639, M07.641, M07.642, M07.649, M07.651, M07.652, M07.659, M07.661, M07.662, M07.669, M07.671, M07.672, M07.679, M07.68, M07.69, M10.00, M10.011, M10.012, M10.019, M10.021, M10.022, M10.029, M10.031, M10.032, M10.039, M10.041, M10.042, M10.049, M10.051, M10.052, M10.059, M10.061, M10.062, M10.069, M10.071, M10.072, M10.079, M10.08, M10.09, M10.10, M10.172, M10.179, M10.20, M10.221, M10.241, M10.242, M10.261, M10.262, M10.269, M10.271, M10.272, M10.279, M10.30, M10.311, M10.312, M10.319, M10.321, M10.322, M10.329, M10.331, M10.332, M10.339, M10.341, M10.342, M10.349, M10.351, M10.352, M10.359, M10.361, M10.362, M10.369, M10.371, M10.372, M10.379, M10.38, M10.39, M10.40, M10.411, M10.412, M10.419, M10.421, M10.422, M10.429, M10.431, M10.432, M10.439, M10.441, M10.442, M10.449, M10.451, M10.452, M10.459, M10.461, M10.462, M10.469, M10.471, M10.472, M10.479, M10.48, M10.49, M10.9, M11.162, M11.20, M11.211, M11.212, M11.219, M11.221, M11.222, M11.229, M11.231, M11.232, M11.239, M11.241, M11.242, M11.249, M11.251, M11.252, M11.259, M11.261, M11.262, M11.269, M11.271, M11.272, M11.279, M11.28, M11.29, M11.80, M11.811, M11.812, M11.819, M11.821, M11.822, M11.829, M11.831, M11.832, M11.839, M11.841, M11.842, M11.849, M11.851, M11.852, M11.859, M11.861, M11.862, M11.869, M11.871, M11.872, M11.879, M11.88, M11.89, M11.9, M12.00, M12.011, M12.012, M12.019, M12.021, M12.022, M12.029, M12.031, M12.032, M12.039, M12.041, M12.042, M12.049, M12.051, M12.052, M12.059, M12.061, M12.062, M12.069, M12.071, M12.072, M12.079, M12.08, M12.09, M12.50, M12.511, M12.512, M12.519, M12.521, M12.522, M12.529, M12.531, M12.532, M12.539, M12.541, M12.542, M12.549, M12.551, M12.552, M12.559, M12.561, M12.562, M12.569, M12.571, M12.572, M12.579, M12.58, M12.59, M12.80, M12.811, M12.812, M12.819, M12.821, M12.822, M12.829, M12.831, M12.832, M12.839, M12.841, M12.842, M12.849, M12.851, M12.852, M12.859, M12.861, M12.862, M12.869, M12.871, M12.872, M12.879, M12.88, M12.89, M12.9, M13.0, M13.10, M13.111, M13.112, M13.119, M13.121, M13.122, M13.129, M13.131, M13.132, M13.139, M13.141, M13.142, M13.149, M13.151, M13.152, M13.159, M13.161, M13.162, M13.169, M13.171, M13.172, M13.179, M13.80, M13.811, M13.812, M13.819, M13.821, M13.822, M13.829, M13.831, M13.832, M13.839, M13.841, M13.842, M13.849, M13.851, M13.852, M13.859, M13.861, M13.862, M13.869, M13.871, M13.872, M13.879, M13.88, M13.89, M14.60, M14.611, M14.612, M14.619, M14.621, M14.622, M14.629, M14.631, M14.632, M14.639, M14.641, M14.642, M14.649, M14.651, M14.652, M14.659, M14.661, M14.662, M14.669, M14.671, M14.672, M14.679, M14.68, M14.69, M15.0, M15.1, M15.2, M15.3, M15.4, M15.8, M15.9, M16.0, M16.10, M16.11, M16.12, M16.2, M16.30, M16.31, M16.32, M16.4, M16.50, M16.51, M16.52, M16.6, M16.7, M16.9, M17.0, M17.10, M17.11, M17.12, M17.2, M17.30, M17.31, M17.32, M17.4, M17.5, M17.9, M18.0, M18.10, M18.11, M18.12, M18.2, M18.30, M18.31, M18.32, M18.4, M18.50, M18.51, M18.52, M18.9, M19.011, M19.012, M19.019, M19.021, M19.022, M19.029, M19.031, M19.032, M19.039, M19.041, M19.042, M19.049, M19.071, M19.072, M19.079, M19.111, M19.112, M19.119, M19.121, M19.122, M19.129, M19.131, M19.132, M19.139, M19.141, M19.142, M19.149, M19.171, M19.172, M19.179, M19.211, M19.212, M19.219, M19.221, M19.222, M19.229, M19.231, M19.232, M19.239, M19.241, M19.242, M19.249, M19.271, M19.272, M19.279, M19.90, M19.91, M19.92, M19.93, M1A.00 × 0, M1A.00 × 1, M1A.0110, M1A.0111, M1A.0120, M1A.0121, M1A.0190, M1A.0191, M1A.0210, M1A.0211, M1A.0220, M1A.0221, M1A.0290, M1A.0291, M1A.0310, M1A.0311, M1A.0320, M1A.0321, M1A.0390, M1A.0391, M1A.0410, M1A.0411, M1A.0420, M1A.0421, M1A.0490, M1A.0491, M1A.0510, M1A.0511, M1A.0520, M1A.0521, M1A.0590, M1A.0591, M1A.0610, M1A.0611, M1A.0620, M1A.0621, M1A.0690, M1A.0691, M1A.0710, M1A.0711, M1A.0720, M1A.0721, M1A.0790, M1A.0791, M1A.08 × 0, M1A.08 × 1, M1A.09 × 0, M1A.09 × 1, M1A.10 × 0, M1A.1421, M1A.1690, M1A.1720, M1A.1790, M1A.20 × 0, M1A.2211, M1A.2720, M1A.29 × 0, M1A.30 × 0, M1A.30 × 1, M1A.3320, M1A.3421, M1A.3490, M1A.3491, M1A.3710, M1A.3711, M1A.3720, M1A.3721, M1A.3790, M1A.39 × 0, M1A.39 × 1, M1A.40 × 0, M1A.40 × 1, M1A.4490, M1A.4710, M1A.4720, M1A.4791, M1A.49 × 0, M1A.49 × 1, M1A.9XX0, M1A.9XX1, M21.611, M21.612, M21.619, M22.01, M22.02, M22.10, M22.11, M22.12, M22.40, M22.41, M22.42, M23.50, M23.51, M23.52, M24.10, M24.111, M24.112, M24.119, M24.121, M24.122, M24.129, M24.131, M24.132, M24.139, M24.141, M24.142, M24.149, M24.151, M24.152, M24.159, M24.171, M24.172, M24.173, M24.174, M24.175, M24.176, M24.20, M24.211, M24.212, M24.219, M24.221, M24.222, M24.229, M24.231, M24.232, M24.239,
    M24.241, M24.242, M24.249, M24.251, M24.252, M24.259, M24.271, M24.272, M24.273, M24.274, M24.275, M24.276, M24.28, M24.40, M24.411, M24.412, M24.419, M24.421, M24.422, M24.429, M24.431, M24.432, M24.439, M24.441, M24.442, M24.443, M24.444, M24.445, M24.446, M24.451, M24.452, M24.459, M24.461, M24.462, M24.469, M24.471, M24.472, M24.473, M24.474, M24.475, M24.476, M24.477, M24.478, M24.479, M24.50, M24.511, M24.512, M24.519, M24.521, M24.522, M24.529, M24.531, M24.532, M24.539, M24.541, M24.542, M24.549, M24.551, M24.552, M24.559, M24.561, M24.562, M24.569, M24.571, M24.572, M24.573, M24.574, M24.575, M24.576, M24.60, M24.611, M24.612, M24.619, M24.621, M24.622, M24.629, M24.631, M24.632, M24.639, M24.641, M24.642, M24.649, M24.651, M24.652, M24.659, M24.661, M24.662, M24.669, M24.671, M24.672, M24.673, M24.674, M24.675, M24.676, M24.7, M25.50, M25.511, M25.512, M25.519, M25.521, M25.522, M25.529, M25.531, M25.532, M25.539, M25.541, M25.542, M25.549, M25.551, M25.552, M25.559, M25.561, M25.562, M25.569, M25.571, M25.572, M25.579, M25.70, M25.711, M25.712, M25.719, M25.721, M25.722, M25.729, M25.731, M25.732, M25.739, M25.741, M25.742, M25.749, M25.751, M25.752, M25.759, M25.761, M25.762, M25.769, M25.771, M25.772, M25.773, M25.774, M25.775, M25.776, M35.4, M62.40, M62.411, M62.412, M62.419, M62.421, M62.422, M62.429, M62.431, M62.432, M62.439, M62.441, M62.442, M62.449, M62.451, M62.452, M62.459, M62.461, M62.462, M62.469, M62.471, M62.472, M62.479, M62.48, M62.49, M62.831, M62.838, M62.89, M65.00, M65.011, M65.012, M65.019, M65.021, M65.022, M65.029, M65.031, M65.032, M65.039, M65.041, M65.042, M65.049, M65.051, M65.052, M65.059, M65.061, M65.062, M65.069, M65.071, M65.072, M65.079, M65.08, M65.10, M65.161, M65.20, M65.221, M65.222, M65.229, M65.231, M65.232, M65.239, M65.241, M65.242, M65.249, M65.251, M65.252, M65.259, M65.261, M65.262, M65.269, M65.271, M65.272, M65.279, M65.28, M65.29, M65.30, M65.311, M65.312, M65.319, M65.321, M65.322, M65.329, M65.331, M65.332, M65.339, M65.341, M65.342, M65.349, M65.351, M65.352, M65.359, M65.4, M65.80, M65.811, M65.812, M65.819, M65.821, M65.822, M65.829, M65.831, M65.832, M65.839, M65.841, M65.842, M65.849, M65.851, M65.852, M65.859, M65.861, M65.862, M65.869, M65.871, M65.872, M65.879, M65.88, M65.89, M65.9, M66.20, M66.211, M66.212, M66.219, M66.221, M66.222, M66.229, M66.231, M66.232, M66.239, M66.241, M66.242, M66.249, M66.251, M66.252, M66.259, M66.261, M66.262, M66.269, M66.271, M66.272, M66.279, M66.28, M66.29, M66.30, M66.311, M66.312, M66.319, M66.321, M66.322, M66.329, M66.331, M66.332, M66.339, M66.341, M66.342, M66.349, M66.351, M66.352, M66.359, M66.361, M66.362, M66.369, M66.371, M66.372, M66.379, M66.38, M66.39, M66.80, M66.811, M66.812, M66.819, M66.821, M66.822, M66.829, M66.831, M66.832, M66.839, M66.841, M66.842, M66.849, M66.851, M66.852, M66.859, M66.861, M66.862, M66.869, M66.871, M66.872, M66.879, M66.88, M66.89, M66.9, M67.00, M67.01, M67.02, M67.311, M67.322, M67.331, M67.332, M67.341, M67.351, M67.352, M67.371, M67.372, M67.50, M67.51, M67.52, M67.80, M67.811, M67.812, M67.813, M67.814, M67.819, M67.821, M67.822, M67.823, M67.824, M67.829, M67.831, M67.832, M67.833, M67.834, M67.839, M67.841, M67.842, M67.843, M67.844, M67.849, M67.851, M67.852, M67.853, M67.854, M67.859, M67.861, M67.862, M67.863, M67.864, M67.869, M67.871, M67.872, M67.873, M67.874, M67.879, M67.88, M67.89, M67.90, M67.911, M67.912, M67.919, M67.921, M67.922, M67.929, M67.931, M67.932, M67.939, M67.941, M67.942, M67.949, M67.951, M67.952, M67.959, M67.961, M67.962, M67.969, M67.971, M67.972, M67.979, M67.98, M67.99, M70.031, M70.032, M70.039, M70.10, M70.11, M70.12, M70.20, M70.21, M70.22, M70.30, M70.31, M70.32, M70.40, M70.41, M70.42, M70.50, M70.51, M70.52, M70.60, M70.61, M70.62, M70.70, M70.71, M70.72, M70.90, M71.00, M71.011, M71.012, M71.019, M71.021, M71.022, M71.029, M71.031, M71.032, M71.039, M71.041, M71.042, M71.049, M71.051, M71.052, M71.059, M71.061, M71.062, M71.069, M71.071, M71.072, M71.079, M71.08, M71.09, M71.10, M71.121, M71.122, M71.129, M71.161, M71.162, M71.20, M71.21, M71.22, M71.30, M71.311, M71.312, M71.319, M71.321, M71.322, M71.329, M71.331, M71.332, M71.339, M71.341, M71.342, M71.349, M71.351, M71.352, M71.359, M71.371, M71.372, M71.379, M71.38, M71.39, M71.40, M71.421, M71.422, M71.429, M71.431, M71.432, M71.439, M71.441, M71.442, M71.449, M71.451, M71.452, M71.459, M71.461, M71.462, M71.469, M71.471, M71.472, M71.479, M71.48, M71.49, M71.50, M71.521, M71.522, M71.529, M71.531, M71.532, M71.539, M71.541, M71.542, M71.549, M71.551, M71.552, M71.559, M71.561, M71.562, M71.569, M71.571, M71.572, M71.579, M71.58, M71.80, M71.811, M71.812, M71.819, M71.821, M71.822, M71.829, M71.831, M71.832, M71.839, M71.841, M71.842, M71.849, M71.851, M71.852, M71.859, M71.861, M71.862, M71.869, M71.871, M71.872, M71.879, M71.88, M71.89, M71.9, M72.2, M75.00, M75.01, M75.02, M75.100, M75.101, M75.102, M75.110, M75.111, M75.112, M75.120, M75.121, M75.122, M75.20, M75.21, M75.22, M75.30, M75.31, M75.32, M75.40, M75.41, M75.42, M75.50, M75.51, M75.52, M75.80, M75.81, M75.82, M76.00, M76.02, M76.10, M76.11, M76.12, M76.20, M76.21, M76.22, M76.30, M76.40, M76.41, M76.42, M76.50, M76.51, M76.52, M76.60, M76.61, M76.62, M76.70, M76.71, M76.72, M76.811, M76.812, M76.819, M76.821,
    M76.822, M76.829, M76.891, M76.892, M76.899, M77.00, M77.01, M77.02, M77.10, M77.11, M77.12, M77.20, M77.21, M77.22, M77.30, M77.31, M77.32, M77.40, M77.41, M77.42, M77.50, M77.51, M77.52, M77.8, M77.9, M79.601, M79.602, M79.603, M79.604, M79.605, M79.606, M79.609, M79.621, M79.622, M79.629, M79.631, M79.632, M79.639, M79.641, M79.642, M79.643, M79.644, M79.645, M79.646, M79.651, M79.652, M79.659, M79.661, M79.662, M79.669, M79.671, M79.672, M79.673, M79.674, M79.675, M79.676, M89.30, M89.311, M89.312, M89.319, M89.321, M89.322, M89.329, M89.331, M89.332, M89.333, M89.334, M89.339, M89.341, M89.342, M89.349, M89.351, M89.352, M89.359, M89.361, M89.362, M89.363, M89.364, M89.369, M89.371, M89.372, M89.379, M89.38, M89.39, M89.50, M89.511, M89.512, M89.519, M89.521, M89.522, M89.529, M89.531, M89.532, M89.539, M89.541, M89.542, M89.549, M89.551, M89.552, M89.559, M89.561, M89.562, M89.569, M89.571, M89.572, M89.579, M89.58, M89.59, M89.8 × 0, M89.8 × 1, M89.8 × 2, M89.8 × 3, M89.8 × 4, M89.8 × 5, M89.8 × 6, M89.8 × 7, M89.8 × 8, M89.8 × 9, M89.9, M94.1, M94.261, M94.262, M94.269, M94.352, M94.8 × 0, M94.8 × 1, M94.8 × 2, M94.8 × 3, M94.8 × 4, M94.8 × 5, M94.8 × 6, M94.8 × 7, M94.8 × 8, M94.8 × 9, M94.9, M99.06, M99.07, Q66.89, Q74.9, R25.2
    Neuropathic painB02.22, B02.23, E08.42, E10.40, E10.41, E10.42, E10.43, E10.610, E11.40, E11.42, E11.43, E11.610, E13.40, E13.41, E13.42, E13.43, G50.0, G50.8, G50.9, G52.1, G54.8, G54.9, G56.80, G56.81, G56.82, G56.83, G56.90, G56.91, G56.92, G56.93, G57.80, G57.81, G57.82, G57.83, G57.90, G57.91, G57.92, G57.93, G58.7, G58.8, G58.9, G59, G60.2, G60.3, G60.8, G60.9, G61.9, G62.0, G62.89, G62.9, G63, G90.09, G99.0, H46.2, H46.3, H46.8, H46.9, H47.011, H47.012, H47.013, H47.019, M79.2
    HeadacheG43.001, G43.009, G43.011, G43.019, G43.101, G43.109, G43.109A, G43.111, G43.119, G43.401, G43.409, G43.411, G43.419, G43.501, G43.509, G43.511, G43.519, G43.601, G43.609, G43.611, G43.619, G43.701, G43.709, G43.711, G43.719, G43.801, G43.809, G43.811, G43.819, G43.821, G43.829, G43.831, G43.839, G43.901, G43.909, G43.911, G43.919, G43.B0, G43.B1, G43.C0, G43.C1, G44.001, G44.009, G44.011, G44.019, G44.021, G44.029, G44.039, G44.049, G44.051, G44.059, G44.099, G44.1, G44.201, G44.209, G44.211, G44.219, G44.221, G44.229, G44.301, G44.309, G44.311, G44.319, G44.321, G44.329, G44.51, G44.52, G44.53, G44.59, G44.81, G44.82, G44.83, G44.84, G44.85, G44.89, M54.81, R51
    Abdominal and bowel painG43.D0, G43.D1, K40.00, K40.01, K40.20, K40.21, K40.30, K40.31, K40.90, K40.91, K41.00, K41.01, K41.30, K41.31, K41.90, K41.91, K42.0, K42.9, K43.0, K43.2, K43.3, K43.5, K43.6, K43.9, K44.0, K44.9, K45.0, K45.8, K46.0, K46.9, K58.0, K58.1, K58.2, K58.8, K58.9, K80.00, K80.01, K80.10, K80.11, K80.12, K80.13, K80.18, K80.19, K80.20, K80.21, K80.30, K80.31, K80.32, K80.33, K80.34, K80.35, K80.36, K80.37, K80.40, K80.41, K80.42, K80.43, K80.44, K80.45, K80.46, K80.47, K80.50, K80.51, K80.60, K80.61, K80.62, K80.63, K80.64, K80.65, K80.66, K80.67, K80.70, K80.71, M99.09, N20.0, N20.1, N20.2, R10.10, R10.11, R10.12, R10.13, R10.30, R10.31, R10.32, R10.33, R10.84, R10.9
    Urogenital, pelvic, and menstrual painA54.22, A59.02, N20.9, N21.0, N21.1, N21.8, N21.9, N22, N30.10, N30.11, N41.0, N41.1, N41.9, N42.0, N45.1, N50.811, N50.812, N50.819, N50.82, N50.89, N50.9, N51, N53.12, N71.0, N71.1, N71.9, N72, N73.0, N73.1, N73.2, N73.3, N73.4, N73.5, N73.8, N73.9, N80.0, N80.1, N80.2, N80.3, N80.4, N80.5, N80.6, N80.8, N80.9, N94.0, N94.10, N94.11, N94.12, N94.19, N94.2, N94.3, N94.4, N94.5, N94.6, N94.810, N94.818, N94.819, N94.89, R10.2
    Musculoskeletal chest painG58.0, I20.0, I20.1, I20.8, I20.9, M94.0, M99.08, R07.1, R07.2, R07.81, R07.82, R07.89, R07.9, S23.41XA, S23.41XD, S23.41XS, S23.420A, S23.420 Days, S23.420S, S23.421A, S23.421 Days, S23.421 Second, S23.428A, S43.206A, S43.214A, S43.214 Days, S43.214S, S43.215A, S43.215 Days, S43.215S, S43.216A, S43.216 Days, S43.216S
    Systemic disorders or diseases causing painA69.20, D57.1, D57.20, D57.219, D57.3, D57.40, D57.419, D57.80, D57.819, G90.50, G90.511, G90.512, G90.513, G90.519, G90.521, G90.522, G90.523, G90.529, G90.59, M02.30, M02.311, M02.312, M02.319, M02.321, M02.322, M02.329, M02.331, M02.332, M02.339, M02.341, M02.342, M02.349, M02.351, M02.352, M02.359, M02.361, M02.362, M02.369, M02.371, M02.372, M02.379, M02.38, M02.39, M05.00, M05.011, M05.012, M05.019, M05.021, M05.022, M05.029, M05.031, M05.032, M05.039, M05.041, M05.042, M05.049, M05.051, M05.052, M05.059, M05.061, M05.062, M05.069, M05.071, M05.072, M05.079, M05.09, M05.10, M05.111, M05.112, M05.119, M05.121, M05.122, M05.129, M05.131, M05.132, M05.139, M05.141, M05.142, M05.149, M05.151, M05.152, M05.159, M05.161, M05.162, M05.169, M05.171, M05.172, M05.179, M05.19, M05.20, M05.211, M05.212, M05.219, M05.221, M05.222, M05.229, M05.231, M05.232, M05.239, M05.241, M05.242, M05.249, M05.251, M05.252, M05.259, M05.261, M05.262, M05.269, M05.271, M05.272, M05.279, M05.29, M05.30, M05.311, M05.312, M05.319, M05.321, M05.322, M05.329, M05.331, M05.332, M05.339, M05.341, M05.342, M05.349, M05.351, M05.352, M05.359, M05.361, M05.362, M05.369, M05.371, M05.372, M05.379, M05.39, M05.40, M05.411, M05.412, M05.419, M05.421, M05.422, M05.429, M05.431, M05.432, M05.439, M05.441, M05.442, M05.449, M05.451, M05.452, M05.459, M05.461, M05.462, M05.469, M05.471, M05.472,
    M05.479, M05.49, M05.50, M05.511, M05.512, M05.519, M05.521, M05.522, M05.529, M05.531, M05.532, M05.539, M05.541, M05.542, M05.549, M05.551, M05.552, M05.559, M05.561, M05.562, M05.569, M05.571, M05.572, M05.579, M05.59, M05.60, M05.611, M05.612, M05.619, M05.621, M05.622, M05.629, M05.631, M05.632, M05.639, M05.641, M05.642, M05.649, M05.651, M05.652, M05.659, M05.661, M05.662, M05.669, M05.671, M05.672, M05.679, M05.69, M05.70, M05.711, M05.712, M05.719, M05.721, M05.722, M05.729, M05.731, M05.732, M05.739, M05.741, M05.742, M05.749, M05.751, M05.752, M05.759, M05.761, M05.762, M05.769, M05.771, M05.772, M05.779, M05.79, M05.80, M05.811, M05.812, M05.819, M05.821, M05.822, M05.829, M05.831, M05.832, M05.839, M05.841, M05.842, M05.849, M05.851, M05.852, M05.859, M05.861, M05.862, M05.869, M05.871, M05.872, M05.879, M05.89, M05.9, M06.00, M06.011, M06.012, M06.019, M06.021, M06.022, M06.029, M06.031, M06.032, M06.039, M06.041, M06.042, M06.049, M06.051, M06.052, M06.059, M06.061, M06.062, M06.069, M06.071, M06.072, M06.079, M06.08, M06.09, M06.1, M06.4, M06.80, M06.811, M06.812, M06.819, M06.821, M06.822, M06.829, M06.831, M06.832, M06.839, M06.841, M06.842, M06.849, M06.851, M06.852, M06.859, M06.861, M06.862, M06.869, M06.871, M06.872, M06.879, M06.88, M06.89, M06.9, M08.00, M08.011, M08.012, M08.019, M08.021, M08.022, M08.029, M08.031, M08.032, M08.039, M08.041, M08.042, M08.049, M08.051, M08.052, M08.059, M08.061, M08.062, M08.069, M08.071, M08.072, M08.079, M08.08, M08.09, M08.20, M08.211, M08.212, M08.219, M08.221, M08.222, M08.229, M08.231, M08.232, M08.239, M08.241, M08.242, M08.249, M08.251, M08.252, M08.259, M08.261, M08.262, M08.269, M08.271, M08.272, M08.279, M08.28, M08.29, M08.3, M08.40, M08.411, M08.412, M08.419, M08.421, M08.422, M08.429, M08.431, M08.432, M08.439, M08.441, M08.442, M08.449, M08.451, M08.452, M08.459, M08.461, M08.462, M08.469, M08.471, M08.472, M08.479, M08.48, M08.80, M08.811, M08.812, M08.819, M08.821, M08.822, M08.829, M08.831, M08.832, M08.839, M08.841, M08.842, M08.849, M08.851, M08.852, M08.859, M08.861, M08.862, M08.869, M08.871, M08.872, M08.879, M08.88, M08.89, M08.90, M08.911, M08.912, M08.919, M08.921, M08.922, M08.929, M08.931, M08.932, M08.939, M08.941, M08.942, M08.949, M08.951, M08.952, M08.959, M08.961, M08.962, M08.969, M08.971, M08.972, M08.979, M08.98, M08.99, M12.30, M12.311, M12.312, M12.319, M12.321, M12.322, M12.329, M12.331, M12.332, M12.339, M12.341, M12.342, M12.349, M12.351, M12.352, M12.359, M12.361, M12.362, M12.369, M12.371, M12.372, M12.379, M12.38, M12.39, M12.40, M12.411, M12.412, M12.419, M12.421, M12.422, M12.429, M12.431, M12.432, M12.439, M12.441, M12.442, M12.449, M12.451, M12.452, M12.459, M12.461, M12.462, M12.469, M12.471, M12.472, M12.479, M12.48, M12.49, M32.10, M32.8, M32.9, M33.20, M33.21, M33.22, M33.29, M33.90, M33.91, M33.92, M33.99, M34.0, M34.1, M34.89, M34.9, M35.2, M35.3, M35.5, M35.8, M35.9, M72.9, M79.0
    Orofacial, ear, and temporomandibular disorder painG50.1, H57.10, H57.11, H57.12, H57.13, M26.51, M26.52, M26.601, M26.602, M26.603, M26.609, M26.611, M26.612, M26.613, M26.619, M26.621, M26.622, M26.623, M26.629, M26.631, M26.632, M26.633, M26.639, M26.69, M27.0, M27.2, M27.8, M27.9, M99.00, R68.84, S03.00XA, S03.00XD, S03.00XS, S03.01XA, S03.01XD, S03.01XS, S03.02XA, S03.02XD, S03.02XS, S03.03XA, S03.03XD, S03.03XS, S03.40XA, S03.40XD, S03.40XS, S03.41XA, S03.41XD, S03.41XS, S03.42XA, S03.42XD, S03.42XS, S03.43XA, S03.43XD, S03.43XS, S03.4XXA
    Alcohol abuse/ dependenceF10%, G62.1, K70%
    Opioid abuse/ dependenceF11%
    Other drug abuse/ dependenceF12%, F13%, F14%, F15%, F16%, F18%, F19%
    Mood disordersF06.4, F32.0, F32.1, F32.2, F32.3, F32.4, F32.5, F32.9, F33.0, F33.1, F33.2, F33.3, F33.40, F33.41, F33.42, F33.9, F34.1, F40.00, F40.01, F40.02, F40.10, F40.11, F40.210, F40.218, F40.220, F40.228, F40.230, F40.231, F40.232, F40.233, F40.240, F40.241, F40.242, F40.243, F40.248, F40.290, F40.291, F40.298, F40.8, F40.9, F41.0, F41.1, F41.3, F41.8, F41.9, F42, F43.0, F43.10, F43.11, F43.12, F43.21, F48.8, F48.9, R45.2, R45.5, R45.6, R45.7
    • View popup
    Appendix Table 2.

    CHC Utilization during 18-Month Study Follow-Up Period by Ending MME Dose

    Average daily dose at end of follow-up
    0 MME N = 8891 to <20 MME N = 41520 to <50 MME N = 28750 to <90 MME N = 133≥90 MME N = 65
    Mean annual visit rate (SD)7.2 (16.5)9.8 (8.5)9.8 (5.8)10.4 (11.9)11.9 (9.3)
    Median annual visit rate (IQR)4.7 (2.0, 8.0)7.3 (4.7, 12.0)8.0 (5.3, 12.7)8.0 (5.3, 12.7)9.3 (6.7, 14.7)
    Number of visits after last opioid prescription, n (%)
            0324 (36.4%)
            1135 (15.2%)
            2 to 4221 (24.9%)
            ≥5209 (23.5%)
    Mean (SD) number of visits after last opioid prescription3.9 (7.9)
    Mean (SD) number of days between last opioid prescription and last visit, among those with further visit(s)217.7 (167.7)
    • Abbreviations: MME, morphine milligram equivalence; SD, standard deviation; IQR, interquartile range.

    • View popup
    Appendix Table 3.

    Baseline Characteristics, Full Sample, and Sensitivity Sample Excluding Complete Discontinuation Patients with No Further Clinic Visit Following Last Opioid Prescription

    Full sampleSensitivity sample
    n (%) N = 1,789n (%) N = 1,465
    Sex
        Female1083 (60.5)893 (61.0)
    Age, years
        Mean (SD)49.2 (9.2)49.4 (11.9)
        19 to 34163 (9.1)129 (8.8)
        35 to 49593 (33.2)473 (32.3)
        50 to 641033 (57.7)863 (58.9)
    Race/ethnicity
        Non-Hispanic White1556 (87.0)1256 (85.7)
        Hispanic, Black, Indigenous, other patients of color, and unknown race/ethnicity233 (13.0)209 (14.3)
    Eligible pain diagnoses
        Back pain1183 (66.1)964 (65.8)
        Neck pain223 (12.5)196 (13.4)
        Both383 (21.4)305 (20.8)
    Average daily MME
        <20745 (41.6)634 (43.3)
        20 to <50578 (32.3)473 (32.3)
        50 to <90259 (14.5)200 (13.7)
        ≥90207 (11.6)158 (10.8)
    Number of visits in the prior year
        Median (IQR)9.0 (6.0, 14.0)9.0 (6.0, 14.0)
        <6422 (23.6)326 (22.3)
        6 to 9523 (29.2)431 (29.4)
        10 to 12305 (17.1)243 (16.6)
        >12539 (30.1)465 (31.7)
    Charlson Comorbidity Index*
        0309 (17.3)232 (15.8)
        1 to 2899 (50.3)730 (49.8)
        ≥3581 (32.5)503 (34.3)
    N pain clusters (of 8)* †
        0338 (18.9)262 (17.9)
        1638 (35.7)531 (36.3)
        ≥2813 (45.4)672 (45.9)
        Alcohol abuse/dependence*164 (9.2)132 (9.0)
        Opioid abuse/dependence*80 (4.5)60 (4.1)
        Other drug abuse/dependence*224 (12.5)195 (13.3)
        Mood disorder* ‡1098 (61.4)905 (61.8)
    • Abbreviations: SD, standard deviation; MME, morphine milligram equivalence; IQR, interquartile range.

    • ↵* Conditions based on active problem list entries at baseline.

    • ↵† Pain conditions assessed: (1) limb/extremity pain, joint pain, and arthritic disorders; (2) neuropathic pain conditions; (3) headache; (4) abdominal and bowel pain; (5) urogenital, pelvic, and menstrual pain; (6) musculoskeletal chest pain; (7) systemic disorders or diseases causing pain; (8) orofacial, ear, and temporomandibular disorder pain. See Appendix Table 2 for definitions.

    • ↵‡ Includes depression and anxiety disorders. See Appendix Table 2 for definitions.

    • View popup
    Appendix Table 4.

    Opioid Reduction Outcomes, Sensitivity Sample Excluding Complete Discontinuation Patients with No Further Clinic Visit Following Last Opioid Prescription

    Average daily dose at baseline
    Total N = 1,465 n (column %)<20 MME N = 634 column %20 to < 50 MME N = 473 column %50 to <90 MME N = 200 column %≥90 MME N = 158 column %
    Opioid reduction measures at end of follow-up
        Reduced to 0 MME565 (38.6%)44.3%35.7%33.0%31.0%
        Mean (SD) number of calendar quarters to reduce to zero MME3.0 (1.7)2.7 (1.6)3.1 (1.7)3.6 (1.7)3.9 (1.6)
        Partially reduced MME536 (36.6%)28.2%38.1%40.5%60.8%
        Mean (SD) MME at end of follow-up, among patients with partial reduction28.0 (33.5)7.4 (4.5)18.9 (10.1)36.3 (18.9)76.4 (49.1)
        Did not reduce MME364 (24.9%)27.4%26.2%26.5%8.2%
    Average daily dose at end of follow-up
        0 MME565 (38.6%)44.3%35.7%33.0%31.0%
        1 to <20 MME415 (28.3%)46.4%19.7%10.0%5.1%
        20 to <50 MME287 (19.6%)7.7%38.1%18.0%13.9%
        50 to <90 MME133 (9.1%)1.3%6.1%30.5%22.2%
        ≥90 MME65 (4.4%)<1%<1%8.5%27.9%
    • Abbreviation: MME, morphine milligram equivalence.

    • Patient Ns have been suppressed in this table due to some small cell sizes.

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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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Reduction of Long-Term Opioid Prescribing for Back Pain in Community Health Centers After a Medicaid Policy Change
John Muench, Megan Hoopes, Meghan Mayhew, Maura Pisciotta, Susan M. Shortreed, Catherine J. Livingston, Michael Von Korff, ,Lynn L. DeBar
The Journal of the American Board of Family Medicine Mar 2022, 35 (2) 352-369; DOI: 10.3122/jabfm.2022.02.210306

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Reduction of Long-Term Opioid Prescribing for Back Pain in Community Health Centers After a Medicaid Policy Change
John Muench, Megan Hoopes, Meghan Mayhew, Maura Pisciotta, Susan M. Shortreed, Catherine J. Livingston, Michael Von Korff, ,Lynn L. DeBar
The Journal of the American Board of Family Medicine Mar 2022, 35 (2) 352-369; DOI: 10.3122/jabfm.2022.02.210306
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