The association between the supply of select nonpharmacologic providers for pain and use of nonpharmacologic pain management services and initial opioid prescribing patterns for Medicare beneficiaries with persistent musculoskeletal pain
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作者:
Karmali, Ruchir N.
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机构:
Univ North Carolina Chapel Hill, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Oakland, CA USA
Duke Univ, Duke Clin Res Inst, Durham, NC USA
Duke Univ, Sch Med, Dept Populat Hlth Sci, Durham, NC USA
Kaiser Permanente Northern Calif, Div Res, 2000 Broadway, Oakland, CA 94612 USAUniv North Carolina Chapel Hill, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Oakland, CA USA
Karmali, Ruchir N.
[1
,2
,3
,4
]
Skinner, Asheley C.
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机构:
Duke Univ, Duke Clin Res Inst, Durham, NC USA
Duke Univ, Sch Med, Dept Populat Hlth Sci, Durham, NC USAUniv North Carolina Chapel Hill, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Oakland, CA USA
Skinner, Asheley C.
[2
,3
]
Trogdon, Justin G.
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机构:
Univ North Carolina Chapel Hill, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Oakland, CA USAUniv North Carolina Chapel Hill, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Oakland, CA USA
Trogdon, Justin G.
[1
]
Weinberger, Morris
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机构:
Univ North Carolina Chapel Hill, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Oakland, CA USAUniv North Carolina Chapel Hill, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Oakland, CA USA
Weinberger, Morris
[1
]
George, Steven Z.
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h-index: 0
机构:
Duke Univ, Duke Clin Res Inst, Durham, NC USA
Duke Univ, Sch Med, Dept Orthoped Surg, Durham, NC USAUniv North Carolina Chapel Hill, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Oakland, CA USA
George, Steven Z.
[2
,5
]
Hassmiller Lich, Kristen
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Univ North Carolina Chapel Hill, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Oakland, CA USAUniv North Carolina Chapel Hill, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Oakland, CA USA
Hassmiller Lich, Kristen
[1
]
机构:
[1] Univ North Carolina Chapel Hill, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Oakland, CA USA
[2] Duke Univ, Duke Clin Res Inst, Durham, NC USA
[3] Duke Univ, Sch Med, Dept Populat Hlth Sci, Durham, NC USA
[4] Kaiser Permanente Northern Calif, Div Res, 2000 Broadway, Oakland, CA 94612 USA
[5] Duke Univ, Sch Med, Dept Orthoped Surg, Durham, NC USA
Objective To test the relationship between the supply of select nonpharmacologic providers (physical therapy (PT) and mental health (MH)) and use of nonpharmacologic services among older adults with a persistent musculoskeletal pain (MSP) episode. Data sources/study setting Claims data from a 5 percent random sample of Medicare beneficiaries enrolled fee-for-service (2007-2014) and the Area Health Resource File (AHRF). Study design This retrospective study used generalized estimating equations to estimate the association between the county nonpharmacologic provider supply and individual service use with opioid prescriptions filled during Phase 1 (first three months of an episode) and Phase 2 (three months following Phase 1). Data collection/extraction methods We identified beneficiaries (>65 years) with >= 2 MSP diagnoses >= 90 days apart and no opioid prescription six months before the first pain diagnosis (N = 69 456). Beneficiaries' county characteristics were assigned using the AHRF. Principal findings About 13.9 percent of beneficiaries used PT, 1.8 percent used MH services, and 10.7 percent had an opioid prescription during the first three months of a persistent MSP episode. An additional MH provider/10 000 people/county [aOR: 0.97, 95% CI: 0.96-0.98] and PT/10 000 people/county [aOR: 0.98, 95% CI: 0.97-1.00] was associated with lower odds of filling an opioid prescription in Phase 1. An additional MH provider/10 000 people/county [aOR: 0.97, 95% CI: 0.96-0.98] and PT use in Phase 1 [aOR: 0.62, 95% CI: 0.58-0.67] were associated with lower odds of filling an opioid prescription in Phase 2. The associations between the supply of providers and nonpharmacologic service use in Phase 1 and Phase 1 opioid prescriptions significantly differed by metropolitan and rural counties (P-value: .019). Conclusions Limited access to nonpharmacologic services is associated with opioid prescriptions at the onset of a persistent MSP episode. Initiating PT at the onset of an episode may reduce future opioid use. Strategies for engaging beneficiaries in nonpharmacologic services should be tailored for metropolitan and rural counties.
机构:
Univ N Carolina, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
Duke Clin Res Inst, Durham, NC USA
Duke Univ, Sch Med, Dept Populat Hlth Sci, Durham, NC USA
Kaiser Permanente Northern Calif, Div Res, 2000 Broadway, Oakland, CA 94612 USAUniv N Carolina, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
Karmali, Ruchir N.
Skinner, Asheley C.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Clin Res Inst, Durham, NC USA
Duke Univ, Sch Med, Dept Populat Hlth Sci, Durham, NC USAUniv N Carolina, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
Skinner, Asheley C.
Trogdon, Justin G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USAUniv N Carolina, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
Trogdon, Justin G.
Weinberger, Morris
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USAUniv N Carolina, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
Weinberger, Morris
George, Steven Z.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Clin Res Inst, Durham, NC USA
Duke Univ, Sch Med, Dept Orthoped Surg, Durham, NC USAUniv N Carolina, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
George, Steven Z.
Lich, Kristen Hassmiller
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USAUniv N Carolina, Gillings Sch Global Publ Hlth, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
机构:
NYU, Ctr Opioid Epidemiol & Policy, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USANYU, Ctr Opioid Epidemiol & Policy, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USA
Cerda, Magdalena
Wheeler-Martin, Katherine
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Ctr Opioid Epidemiol & Policy, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USANYU, Ctr Opioid Epidemiol & Policy, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USA
Wheeler-Martin, Katherine
Bruzelius, Emilie
论文数: 0引用数: 0
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机构:
Columbia Univ, Dept Epidemiol, Mailman Sch Publ Hlth, New York, NY USANYU, Ctr Opioid Epidemiol & Policy, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USA
Bruzelius, Emilie
Ponicki, William
论文数: 0引用数: 0
h-index: 0
机构:
Pacific Inst Res & Evaluat, Prevent Res Ctr, Berkeley, CA USANYU, Ctr Opioid Epidemiol & Policy, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USA
Ponicki, William
Gruenewald, Paul
论文数: 0引用数: 0
h-index: 0
机构:
Pacific Inst Res & Evaluat, Prevent Res Ctr, Berkeley, CA USANYU, Ctr Opioid Epidemiol & Policy, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USA
Gruenewald, Paul
Mauro, Christine
论文数: 0引用数: 0
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机构:
Columbia Univ, Dept Biostat, Mailman Sch Publ Hlth, New York, NY USANYU, Ctr Opioid Epidemiol & Policy, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USA
Mauro, Christine
Crystal, Stephen
论文数: 0引用数: 0
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机构:
Rutgers State Univ, Inst Hlth Hlth Care Policy & Aging Res, New Brunswick, NJ USANYU, Ctr Opioid Epidemiol & Policy, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USA
Crystal, Stephen
Davis, Corey S.
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机构:
Network Publ Hlth Law, Los Angeles, CA USANYU, Ctr Opioid Epidemiol & Policy, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USA
Davis, Corey S.
Keyes, Katherine
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Epidemiol, Mailman Sch Publ Hlth, New York, NY USANYU, Ctr Opioid Epidemiol & Policy, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USA
Keyes, Katherine
Hasin, Deborah
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Epidemiol, Mailman Sch Publ Hlth, New York, NY USANYU, Ctr Opioid Epidemiol & Policy, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USA
Hasin, Deborah
Rudolph, Kara E.
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Epidemiol, Mailman Sch Publ Hlth, New York, NY USANYU, Ctr Opioid Epidemiol & Policy, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USA
Rudolph, Kara E.
Martins, Silvia S.
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Epidemiol, Mailman Sch Publ Hlth, New York, NY USANYU, Ctr Opioid Epidemiol & Policy, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USA