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. Author manuscript; available in PMC: 2019 Oct 1.
Published in final edited form as: Med Care. 2018 Oct;56(10):847–854. doi: 10.1097/MLR.0000000000000972

Table 1.

Individual characteristics of long-stay residents initiating opioids in 2011, overall and stratified by opioid initiated (N=62,889 residents in 12,345 facilities within 298 hospital referral regions).

Stratified by opioid initiated
Characteristic1, % Overall
(N=62,889)
Oxycodone
(n=5,891)
Hydrocodone
(n=35,326)
Tramadol
(n=21,672)
Resident characteristics
≥85 years 53.0 48.6 51.1 57.2
Women 75.8 73.0 74.3 79.1
Race/ethnicity
    Non-Hispanic white 82.3 80.3 82.1 83.2
    Non-Hispanic black 11.7 13.7 11.7 11.1
    Hispanic/Latino 4.5 4.6 4.5 4.6
    Other 1.5 1.4 1.7 1.1
Medicaid dual-eligibility 87.6 90.1 87.7 86.8
Physical limitations2
    Extensive assistance required 50.7 52.9 50.5 50.4
    Physically dependent 21.5 25.3 21.9 20.0
Cognitive impairment3
    Moderate 31.5 31.5 31.5 31.5
    Severe 39.5 34.4 40.6 39.2
Psychopharmacologic medications4
    Antidepressants 62.3 64.9 63.1 60.4
    Antipsychotic 27.5 24.5 28.3 26.9
    Antianxiety 21.3 20.5 22.0 20.4
    Hypnotics 6.5 6.7 6.7 6.1
Other medications prescribed for pain4
    Anticonvulsants 15.5 19.5 15.7 13.9
    Corticosteroids 7.2 7.8 7.1 7.1
    Muscle relaxants 4.1 5.1 4.3 3.6
    Nonsteroidal anti-inflammatory drugs 11.6 10.7 11.2 12.6
Pain recorded on Minimum Data Set5
    Any self-reported pain 28.8 33.4 28.6 28.0
    Any staff-assessed pain 4.2 4.6 4.5 3.6
Painful comorbidities5,6
    Any injury (excludes poisonings) 18.3 22.6 19.0 15.8
    Pressure ulcers 7.4 11.3 7.2 6.5
    Diagnosed chronic pain 2.7 4.0 2.5 2.6
    Abdominal pain 5.5 7.2 5.2 5.3
    Musculoskeletal pain 64.0 67.5 62.6 65.4
    Neuropathic pain 7.3 8.2 7.3 6.9
Any emergency room use 16.2 18.0 17.7 13.3
Facility characteristics
Rural location 31.6 19.1 33.6 31.9
≥200 beds 11.0 21.3 9.3 11.0
For profit ownership 73.1 68.2 75.0 71.3
Part of a chain 57.6 49.6 59.1 57.3
<80% occupancy7 26.4 16.0 28.4 25.9
≥80% of residents have Medicaid as primary
payer7
15.6 16.5 16.0 14.2
<10% of facility receiving skilled nursing care7 35.6 34.3 37.1 35.6
Nursing Home Compare quality rating much
below average (1 star)
9.4 8.0 10.0 8.7
≥5% of residents have facility-acquired bed sores7 19.2 17.4 19.7 18.8
≥5% of residents restrained7 20.5 19.8 21.6 19.1
<27.3 registered nurse minutes per resident day8 27.9 17.2 30.1 28.1
<0.3 physician minutes per resident day8 25.9 20.1 26.5 26.4
No physician extender minutes per resident day8 57.5 51.5 58.6 57.3
1

Column percentages may not add to 100% due to rounding.

2

Physical limitations were defined using the Activities of Daily Living Self-Performance Hierarchy (range: 0–6) to categorize residents as requiring no to limited assistance (0–2), extensive dependence (3–4), or being physically dependent (5–6).

3

Cognitive impairment was defined using the Brief Interview for Mental Status (BIMS; range:0–15) when the resident could self-report and the Cognitive Performance Scale (CPS; range:0–6) otherwise: none/mild (BIMS 13–15 or CPS 0–2), moderate (BIMS 8–12 or CPS 3–4) or severe impairment (BIMS 0–7 or CPS 5–6).

4

Subcategories are not mutually exclusive and may add to >100%.

5

Derived as a 3-level variable (0: no pain documented, 1: pain documented from resident, 2: pain documented by staff) from the most recent Minimum Data Set assessment preceding opioid initiation.

6

Based on Part B claims from the 90 days prior to opioid initiation (see Supplementary Table 2 for further information on definitions used). The total number of Part B claims (median and interquartile range [IQR]) varied by opioid initiated: hydrocodone (8, IQR: 5–14), oxycodone (11, IQR: 6–18), tramadol (8, IQR: 5–13).

7

Derived from the most recent Certification and Survey Provider Enhanced Reporting resident census preceding the study period, which collects information on all residents living in the facility.

8

Only lowest staffing quartile shown. See Supplementary Table 3 for cutoffs of other quartiles.