| Literature DB >> 31765280 |
Shirley Musich1, Shaohung S Wang1, Luke B Slindee2, Joann Ruiz3, Charlotte S Yeh4.
Abstract
The primary objective was to determine the prevalence and characteristics of older adults concurrently using opioids and other central nervous system (CNS)-active medications, and the specialties of providers who ordered the medications. A secondary objective was to document medication-related adverse effects associated with such concurrent drug use. Study populations were identified as older adults aged ≥65 years with 1 year continuous medical and drug plan enrollment during 2017 and opioid use of ≥2 prescriptions for ≥15 days' supply. CNS-active medications included benzodiazepines, non-benzodiazepine hypnotics, muscle relaxants, antipsychotics, and gabapentinoids. Provider specialties were identified from the National Provider Identification database. Characteristics associated with opioids only, opioids plus 1, and opioids plus ≥2 additional CNS-active medications were determined using multinomial logistic regression. Outcome measures during 2017 included injurious falls/fractures and ≥3 emergency room (ER) visits. Among eligible insureds (N = 209,947), 57% used opioids only, 28% used opioids plus 1 additional CNS medication, and 15% used ≥2 additional medications. About 60% of opioids and other concurrent CNS medications were prescribed by the same provider, generally a primary care provider. Benzodiazepines and gabapentinoids were most often used concurrently with opioids. Health status, insomnia, anxiety, depression, and low back pain had the strongest associations with concurrent medication use. Overall, concurrent use with ≥2 CNS medications increased the likelihood of injurious falls/fractures or ≥3 ER visits in this population by about 18% and 21%, respectively. Both patients and providers may benefit from an awareness of adverse outcomes associated with concurrent opioid and other CNS-active medication use.Entities:
Keywords: CNS-active medications; emergency room use; injurious falls; older adults; opioids
Mesh:
Substances:
Year: 2019 PMID: 31765280 PMCID: PMC7406999 DOI: 10.1089/pop.2019.0128
Source DB: PubMed Journal: Popul Health Manag ISSN: 1942-7891 Impact factor: 2.459
Unadjusted Demographic Characteristics for Concurrent Use of Opioids and Other Central Nervous System-Active Medications: Opioids Only, Opioids Plus One, and Opioids Plus ≥Two
| All Mean or % | Opioids only Mean or % | Opioids plus 1 Mean or % | Opioids plus ≥2 Mean or % | |
|---|---|---|---|---|
| Number | 209,947 | 119,744 | 58,463 | 31,740 |
| Sex | ||||
| Male | 31.0 | 33.5 | 28.9 | 25.3 |
| Female | 69.0 | 66.5 | 71.1 | 74.7 |
| Age (years) | 75.6 | 75.9 | 75.8 | 74.2 |
| 65–69 | 25.7 | 24.6 | 24.9 | 31.6 |
| 70–74 | 26.8 | 26.3 | 26.3 | 29.3 |
| 75–79 | 19.6 | 19.8 | 19.9 | 18.2 |
| 80–85 | 12.4 | 12.7 | 13.1 | 10.3 |
| ≥85 | 15.5 | 16.6 | 15.9 | 10.6 |
| Minority (from zip codes) | ||||
| Low | 48.1 | 48.6 | 48.0 | 46.8 |
| Medium | 46.9 | 46.3 | 47.3 | 48.7 |
| High | 3.4 | 3.6 | 3.3 | 3.1 |
| Median Income (from zip codes) | ||||
| Low | 18.0 | 17.2 | 18.9 | 19.1 |
| Medium | 38.1 | 37.6 | 38.9 | 38.7 |
| High | 43.6 | 44.8 | 41.9 | 42.0 |
| Region | ||||
| Midwest | 17.5 | 18.1 | 17.4 | 15.7 |
| Northeast | 16.3 | 17.3 | 15.6 | 13.9 |
| South | 43.6 | 41.9 | 44.5 | 48.1 |
| West | 22.3 | 22.4 | 22.3 | 22.1 |
| Access to health care | ||||
| PCP per 100,000 capita | 131.0 | 131.7 | 130.6 | 129.3 |
| Plan type | ||||
| High | 78.0 | 77.4 | 78.1 | 80.1 |
| Medium | 2.9 | 2.9 | 3.1 | 2.7 |
| Other | 19.1 | 19.7 | 18.9 | 17.2 |
| HCC Score | ||||
| ≤0.50 | 19.4 | 21.9 | 16.6 | 15.2 |
| 0.50 to <1.20 | 40.1 | 41.9 | 38.6 | 36.0 |
| 1.20 to <2.80 | 31.9 | 29.4 | 34.4 | 36.9 |
| ≥2.8 | 8.6 | 6.8 | 10.4 | 12.0 |
| CCI Conditions | ||||
| Dementia | 10.2 | 8.8 | 11.0 | 14.2 |
| Chronic obstructive pulmonary disease | 30.2 | 27.7 | 32.1 | 36.3 |
| Rheumatoid arthritis | 8.8 | 8.0 | 9.6 | 10.6 |
| PDG Conditions | ||||
| Opioid use disorders | 9.2 | 6.9 | 10.5 | 15.2 |
| Major depression | 21.3 | 16.3 | 23.2 | 36.6 |
| Anxiety disorders | 22.0 | 14.9 | 26.0 | 41.7 |
| Insomnia dx | 11.0 | 6.6 | 13.4 | 23.4 |
| Pneumonia dx | 10.3 | 8.9 | 11.2 | 13.7 |
| Respiratory distress dx | 28.9 | 27.1 | 30.2 | 33.3 |
| Serotonin syndrome dx | 0.5 | 0.4 | 0.6 | 1.0 |
| Low back pain dx | 46.4 | 41.5 | 51.0 | 56.3 |
| Injury fall/hip fracture dx | 11.8 | 11.6 | 11.3 | 13.4 |
| Hip fracture dx | 2.4 | 2.5 | 2.3 | 2.3 |
| Injurious fall dx | 10.8 | 10.6 | 10.4 | 12.4 |
| Any inpatient hospitalization | 32.3 | 33.2 | 29.8 | 33.4 |
| Number of ER visits | ||||
| 0 | 53.5 | 54.0 | 54.8 | 49.1 |
| 1–2 | 33.8 | 34.2 | 32.6 | 34.1 |
| ≥3 | 12.8 | 11.8 | 12.6 | 16.7 |
| Opioid category | ||||
| Long acting | 9.6 | 5.4 | 12.6 | 20.1 |
| Short acting, other Schedule II | 5.1 | 3.9 | 5.5 | 8.8 |
| Short acting, oxycodone | 31.7 | 30.8 | 30.1 | 38.0 |
| Short acting, hydrocodone | 49.2 | 48.8 | 48.7 | 51.6 |
| Short acting, Schedule III–IV | 9.7 | 10.9 | 8.3 | 8.0 |
| Tramadol | 46.5 | 49.9 | 44.6 | 37.1 |
| Concurrent use of opioids with other CNS medications | ||||
| Opioids and gabapentinoids | 20.8 | 0.0 | 38.8 | 66.0 |
| Opioids and benzodiazepines | 18.4 | 0.0 | 31.9 | 63.1 |
| Opioids and non-benzo hypnotics | 12.3 | 0.0 | 17.5 | 49.3 |
| Opioids and muscle relaxants | 7.8 | 0.0 | 8.7 | 35.7 |
| Opioids and antipsychotics | 3.1 | 0.0 | 3.1 | 14.5 |
Notes: All variables are statistically significant at P < 0.0001. Missing categories deleted for brevity.
CCI, Charlson comorbidity index; CNS, central nervous system; dx, diagnoses codes; ER, emergency room; HCC, Hierarchical Condition Category; PCP, primary care provider; PDG, Psychiatric Diagnosis Groups.
Concurrent Opioids and Other Central Nervous System-Active Medications Provider Type Prescribers: Same Provider
| Provider type prescriber | Same provider % |
|---|---|
| Family Medicine | 38 |
| Internal Medicine | 38 |
| Nurse Practitioner | 6 |
| All others | 19 |
| Family Medicine | 30 |
| Internal Medicine | 28 |
| Pain Medicine | 11 |
| Nurse Practitioner | 8 |
| Physician Assistant | 5 |
| All others | 19 |
| Family Medicine | 38 |
| Internal Medicine | 37 |
| Nurse Practitioner | 6 |
| All others | 19 |
| Family Medicine | 26 |
| Internal Medicine | 20 |
| Pain Medicine | 16 |
| Nurse Practitioner | 9 |
| Physician Assistant | 8 |
| All others | 20 |
| Family Medicine | 38 |
| Internal Medicine | 35 |
| Nurse Practitioner | 8 |
| Geriatric Medicine | 5 |
| All others | 14 |
Notes: All others includes summed total of all other provider types individually less than 5% of prescriptions.
Concurrent Opioids and Other Central Nervous System-Active Medications Provider Type Prescribers: Different Providers
| Provider type prescribers | Different provider % | Provider type prescribers | Different provider % |
|---|---|---|---|
| Pain Medicine | 22 | Internal Medicine | 29 |
| Family Medicine | 12 | Family Medicine | 27 |
| Internal Medicine | 12 | Psychiatry | 18 |
| Nurse Practitioner | 10 | Nurse Practitioner | 7 |
| Physician Assistant | 9 | All others | 19 |
| Orthopedic Surgery | 7 | ||
| Physical Medicine & Rehab | 6 | ||
| Rheumatology | 6 | ||
| All others | 17 | ||
| Pain Medicine | 18 | Internal Medicine | 22 |
| Family Medicine | 16 | Family Medicine | 21 |
| Internal Medicine | 16 | Nurse Practitioner | 12 |
| Nurse Practitioner | 11 | Neurology | 11 |
| Physician Assistant | 9 | Physician Assistant | 7 |
| Orthopedic Surgery | 6 | Pain Medicine | 5 |
| All others | 25 | All others | 22 |
| Pain Medicine | 22 | Internal Medicine | 31 |
| Family Medicine | 11 | Family Medicine | 29 |
| Internal Medicine | 11 | Psychiatry | 14 |
| Nurse Practitioner | 10 | Nurse Practitioner | 8 |
| Physician Assistant | 9 | All others | 18 |
| Orthopedic Surgery | 8 | ||
| Physical Medicine & Rehab | 6 | ||
| Rheumatology | 6 | ||
| All others | 16 | ||
| Pain Medicine | 22 | Family Medicine | 21 |
| Family Medicine | 17 | Internal Medicine | 18 |
| Internal Medicine | 14 | Nurse Practitioner | 17 |
| Nurse Practitioner | 11 | Physician Assistant | 10 |
| Physician Assistant | 8 | Neurology | 9 |
| Orthopedic Surgery | 5 | Pain Medicine | 6 |
| All others | 24 | Rheumatology | 5 |
| All others | 14 | ||
| Internal Medicine | 18 | Psychiatry | 45 |
| Pain Medicine | 17 | Internal Medicine | 16 |
| Family Medicine | 16 | Family Medicine | 14 |
| Nurse Practitioner | 14 | Nurse Practitioner | 7 |
| Physician Assistant | 7 | Neurology | 6 |
| All others | 28 | All others | 12 |
Notes: All others includes summed total of all other provider types individually less than 5% of prescriptions.
Characteristics Associated with Opioids Plus One and Opioids Plus ≥Two Additional Central Nervous System-Active Medications Compared to Opioids Only
| Depression models | Anxiety models | |||||||
|---|---|---|---|---|---|---|---|---|
| Opioids plus 1 | Opioids plus ≥2 | Opioids plus 1 | Opioids plus ≥2 | |||||
| Odds ratio | P value | Odds ratio | P value | Odds ratio | P value | Odds ratio | P value | |
| Female | 1.31 | <0.0001 | 1.63 | <0.0001 | 1.27 | <0.0001 | 1.56 | <0.0001 |
| Age 65–69 | 1.26 | <0.0001 | 2.67 | <0.0001 | 1.26 | <0.0001 | 2.69 | <0.0001 |
| Age 70–74 | 1.17 | <0.0001 | 2.07 | <0.0001 | 1.16 | <0.0001 | 2.08 | <0.0001 |
| Age 75–79 | 1.11 | <0.0001 | 1.59 | <0.0001 | 1.11 | <0.0001 | 1.59 | <0.0001 |
| Age 80–84 | 1.07 | 0.0003 | 1.26 | <0.0001 | 1.07 | 0.0009 | 1.25 | <0.0001 |
| Minority low | 1.14 | <0.0001 | 1.18 | <0.0001 | 1.13 | <0.0001 | 1.15 | <0.0001 |
| Minority medium | 1.16 | <0.0001 | 1.22 | <0.0001 | 1.14 | <0.0001 | 1.20 | <0.0001 |
| Income low | 1.16 | <0.0001 | 1.13 | <0.0001 | 1.15 | <0.0001 | 1.11 | <0.0001 |
| Income middle | 1.09 | <0.0001 | 1.05 | 0.004 | 1.08 | <0.0001 | 1.04 | 0.01 |
| Midwest | 0.93 | <0.0001 | 0.80 | <0.0001 | 0.93 | <0.0001 | 0.80 | <0.0001 |
| Northeast | 0.90 | <0.0001 | 0.76 | <0.0001 | 0.89 | <0.0001 | 0.75 | <0.0001 |
| West | 0.96 | 0.005 | 0.86 | <0.0001 | 0.98 | 0.13 | 0.89 | <0.0001 |
| Plan type: medium | 1.07 | 0.04 | 0.95 | 0.22 | 1.07 | 0.03 | 0.96 | 0.35 |
| Plan type: others | 0.99 | 0.65 | 0.95 | 0.007 | 1.00 | 0.75 | 0.96 | 0.01 |
| PCP per 100,000 capita | 1.00 | 0.003 | 1.00 | <0.0001 | 1.00 | 0.005 | 1.00 | <0.0001 |
| HCC Score 0.50 to <1.20 | 1.28 | <0.0001 | 1.51 | <0.0001 | 1.28 | <0.0001 | 1.55 | <0.0001 |
| HCC Score 1.20 to <2.80 | 1.66 | <0.0001 | 2.34 | <0.0001 | 1.67 | <0.0001 | 2.44 | <0.0001 |
| HCC Score ≥2.8 | 2.21 | <0.0001 | 3.32 | <0.0001 | 2.23 | <0.0001 | 3.53 | <0.0001 |
| Rheumatoid arthritis dx | 1.08 | <0.0001 | 1.09 | 0.0003 | 1.09 | <0.0001 | 1.10 | <0.0001 |
| Opioid use disorders | 1.41 | <0.0001 | 1.79 | <0.0001 | 1.37 | <0.0001 | 1.71 | <0.0001 |
| Depression dx | 1.37 | <0.0001 | 2.27 | <0.0001 | - | - | - | - |
| Anxiety dx | - | - | - | - | 1.80 | <0.0001 | 3.21 | <0.0001 |
| Insomnia dx | 2.06 | <0.0001 | 3.70 | <0.0001 | 1.97 | <0.0001 | 3.46 | <0.0001 |
| Low back pain dx | 1.49 | <0.0001 | 1.86 | <0.0001 | 1.48 | <0.0001 | 1.83 | <0.0001 |
| Injurious falls/fractures dx | 0.93 | <0.0001 | 1.12 | <0.0001 | 0.92 | <0.0001 | 1.11 | <0.0001 |
Notes: Reference categories include: male; age ≥85; minority high; income high; South; plan type: high; HCC Score <0.50; no rheumatoid arthritis; no opioid use disorders; no depression; no anxiety; no insomnia; no low back pain, and no injurious falls/fractures.
dx, diagnosis code; HCC, Hierarchical Condition Category; PCP, primary care provider.
Adjusted Odds Ratios for Injurious Falls/Fractures Associated with Opioids and Other Central Nervous System-Active Medications: Plus One and Plus ≥Two
| Variable | Depression model Injurious falls/fractures | Anxiety model Injurious falls/fractures | ||
|---|---|---|---|---|
| Odds ratio | P value | Odds ratio | P value | |
| 0.96 | 0.02 | 0.95 | 0.003 | |
| 1.18 | <0.0001 | 1.18 | <0.0001 | |
| Female | 1.30 | <0.0001 | 1.31 | <0.0001 |
| Age 70–74 | 1.35 | <0.0001 | 1.34 | <0.0001 |
| Age 75–79 | 1.80 | <0.0001 | 1.79 | <0.0001 |
| Age 80–84 | 2.62 | <0.0001 | 2.60 | <0.0001 |
| Age ≥85 | 3.45 | <0.0001 | 3.43 | <0.0001 |
| Minority low | 1.09 | 0.02 | 1.09 | 0.02 |
| Minority medium | 1.07 | 0.06 | 1.07 | 0.05 |
| Income low | 1.02 | 0.35 | 1.00 | 0.97 |
| Income middle | 0.99 | 0.40 | 0.98 | 0.21 |
| Midwest | 1.12 | <0.0001 | 1.14 | <0.0001 |
| Northeast | 1.17 | <0.0001 | 1.17 | <0.0001 |
| West | 0.99 | 0.69 | 1.01 | 0.61 |
| Plan type: medium | 0.83 | <0.0001 | 0.83 | <0.0001 |
| Plan type: others | 0.93 | 0.0002 | 0.93 | <0.0001 |
| PCP per 100,000 capita | 1.00 | <0.0001 | 1.00 | <0.0001 |
| Rheumatoid arthritis dx | 1.16 | <0.0001 | 1.19 | <0.0001 |
| Opioid use disorders | 1.54 | <0.0001 | 1.56 | <0.0001 |
| Depression dx | 2.09 | <0.0001 | - | - |
| Anxiety dx | - | - | 1.74 | <0.0001 |
| Insomnia dx | 1.31 | <0.0001 | 1.33 | <0.0001 |
| Low back pain dx | 0.36 | <0.0001 | 0.35 | <0.0001 |
Notes: Reference categories included: male; age 65–69; minority high; income high; South; plan type: high; no rheumatoid arthritis; no opioid use disorders; no depression; no anxiety; no insomnia; and no low back pain.
CNS, central nervous system; dx, diagnosis code; PCP, primary care provider.
Adjusted Odds Ratios for Three or More Emergency Room Visits Associated with Opioids and Other Central Nervous System-Active Medications: Plus One and Plus ≥Two
| Variable | Depression models ≥3 ER visits | Anxiety models ≥3 ER visits | ||
|---|---|---|---|---|
| Odds ratio | P value | Odds ratio | P value | |
| 0.97 | 0.08 | 0.94 | <0.0001 | |
| 1.21 | <0.0001 | 1.14 | <0.0001 | |
| Female | 0.97 | 0.03 | 0.95 | 0.002 |
| Age 70–74 | 1.18 | <0.0001 | 1.18 | <0.0001 |
| Age 75–79 | 1.48 | <0.0001 | 1.48 | <0.0001 |
| Age 80–84 | 1.88 | <0.0001 | 1.88 | <0.0001 |
| Age ≥85 | 2.14 | <0.0001 | 2.15 | <0.0001 |
| Minority low | 0.90 | 0.001 | 0.89 | 0.0003 |
| Minority medium | 0.91 | 0.004 | 0.91 | 0.003 |
| Income low | 1.05 | 0.02 | 1.03 | 0.20 |
| Income middle | 1.04 | 0.009 | 1.03 | 0.03 |
| Midwest | 1.04 | 0.03 | 1.06 | 0.004 |
| Northeast | 0.99 | 0.64 | 0.99 | 0.56 |
| West | 1.04 | 0.04 | 1.07 | 0.0002 |
| Plan type: medium | 0.90 | 0.007 | 0.90 | 0.009 |
| Plan type: others | 0.91 | <0.0001 | 0.91 | <0.0001 |
| PCP per 100,000 capita | 1.00 | 0.003 | 1.00 | 0.01 |
| Rheumatoid arthritis dx | 1.35 | <0.0001 | 1.38 | <0.0001 |
| Opioid use disorders | 1.98 | <0.0001 | 1.96 | <0.0001 |
| Depression dx | 2.24 | <0.0001 | - | - |
| Anxiety dx | - | - | 2.30 | <0.0001 |
| Insomnia dx | 1.40 | <0.0001 | 1.37 | <0.0001 |
| Low back pain dx | 0.84 | <0.0001 | 0.83 | <0.0001 |
Notes: Reference categories included: male; age 65–69; minority high; income high; South; plan type: high; no rheumatoid arthritis; no opioid use disorders; no depression; no anxiety; no insomnia; and no low back pain.
CNS, central nervous system; dx, diagnosis code; ER, emergency room; PCP, primary care provider.