Identifying Predictive Characteristics of Opioid Medication Use among a Nationally Representative Sample of United States Older Adults with Pain and Comorbid Hypertension or Hypercholesterolemia
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作者:
Axon, David R.
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Univ Arizona, Dept Pharm Practice & Sci, Coll Pharm, Tucson, AZ 85721 USAUniv Arizona, Dept Pharm Practice & Sci, Coll Pharm, Tucson, AZ 85721 USA
Axon, David R.
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Vaffis, Shannon
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Marupuru, Srujitha
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Univ Arizona, Dept Pharm Practice & Sci, Coll Pharm, Tucson, AZ 85721 USAUniv Arizona, Dept Pharm Practice & Sci, Coll Pharm, Tucson, AZ 85721 USA
Marupuru, Srujitha
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[1] Univ Arizona, Dept Pharm Practice & Sci, Coll Pharm, Tucson, AZ 85721 USA
The prevalence of older adults with pain and comorbid cardiovascular conditions is increasing in the United States (U.S.). This retrospective, cross-sectional database study used 2017 Medical Expenditure Panel Survey data and hierarchical logistic regression models to identify predictive characteristics of opioid use among a nationally representative sample of older U.S. adults (aged >= 50 years) with pain in the past four weeks and comorbid hypertension (pain-hypertension group) or hypercholesterolemia (pain-hypercholesterolemia group). The pain-hypertension group included 2733 subjects (n= 803 opioid users) and the pain-hypercholesterolemia group included 2796 subjects (n= 795 opioid users). In both groups, predictors of opioid use included: White race versus others, Hispanic versus non-Hispanic ethnicity, 1 versus >= 5 chronic conditions, little/moderate versus quite a bit/extreme pain, good versus fair/poor perceived mental health, functional limitation versus no functional limitation, smoker versus non-smoker, and Northeast versus West census region. In addition, Midwest versus West census region was a predictor in the pain-hypertension group, and 4 versus >= 5 chronic conditions was a predictor in the pain-hypercholesterolemia group. In conclusion, several characteristics of older U.S. adults with pain and comorbid hypertension or hypercholesterolemia were predictive of opioid use. These characteristics could be addressed to optimize individuals' pain management and help address the opioid overdose epidemic.
机构:
Massachusetts Gen Hosp, Mongan Inst Ctr Aging & Serious Illness, Boston, MA USA
Harvard Med Sch, Dept Med, Boston, MA USAMassachusetts Gen Hosp, Mongan Inst Ctr Aging & Serious Illness, Boston, MA USA
LaRowe, Lisa R.
Miaskowski, Christine
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Univ Calif San Francisco, Sch Nursing, San Francisco, CA USAMassachusetts Gen Hosp, Mongan Inst Ctr Aging & Serious Illness, Boston, MA USA
Miaskowski, Christine
Miller, Angela
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Massachusetts Gen Hosp, Mongan Inst Ctr Aging & Serious Illness, Boston, MA USAMassachusetts Gen Hosp, Mongan Inst Ctr Aging & Serious Illness, Boston, MA USA
Miller, Angela
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Mayfield, Andrea
Keefe, Francis J.
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Duke Univ, Sch Med, Dept Psychiat & Behav Sci, Durham, NC USAMassachusetts Gen Hosp, Mongan Inst Ctr Aging & Serious Illness, Boston, MA USA
Keefe, Francis J.
Smith, Alexander K.
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Univ Calif San Francisco, Div Geriatr, San Francisco, CA USA
San Francisco VA Med Ctr, Geriatr Palliat & Extended Care Serv Line, San Francisco, CA USAMassachusetts Gen Hosp, Mongan Inst Ctr Aging & Serious Illness, Boston, MA USA
Smith, Alexander K.
Cooper, Bruce A.
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Harvard Med Sch, Dept Med, Boston, MA USAMassachusetts Gen Hosp, Mongan Inst Ctr Aging & Serious Illness, Boston, MA USA
Cooper, Bruce A.
Wei, Lee-Jen
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Biostat Harvard TH Chan Sch Publ Hlth, Boston, MA USAMassachusetts Gen Hosp, Mongan Inst Ctr Aging & Serious Illness, Boston, MA USA
Wei, Lee-Jen
Ritchie, Christine S.
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机构:
Massachusetts Gen Hosp, Mongan Inst Ctr Aging & Serious Illness, Boston, MA USA
Harvard Med Sch, Dept Med, Boston, MA USAMassachusetts Gen Hosp, Mongan Inst Ctr Aging & Serious Illness, Boston, MA USA
机构:
NYU, Langone Med Ctr, Dept Populat Hlth, 227 E 30th St,7th Floor, New York, NY 10016 USANYU, Langone Med Ctr, Dept Populat Hlth, 227 E 30th St,7th Floor, New York, NY 10016 USA
Palamar, Joseph J.
Shearston, Jenni A.
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NYU, Langone Med Ctr, Dept Populat Hlth, 227 E 30th St,7th Floor, New York, NY 10016 USA
NYU, Coll Global Publ Hlth, New York, NY USANYU, Langone Med Ctr, Dept Populat Hlth, 227 E 30th St,7th Floor, New York, NY 10016 USA