Geographic Variation in the Initiation of Commonly Used Opioids and Dosage Strength in United States Nursing Homes

OBJECTIVES:To examine and quantify geographic variation in the initiation of commonly used opioids and prescribed dosage strength among older US nursing home residents. METHODS:We merged 2011 Minimum Data Set 3.0 to Medicare claims and facility characteristics data to conduct a cross-sectional study...

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Published in:Medical care Vol. 56; no. 10; pp. 847 - 854
Main Authors: Hunnicutt, Jacob N, Baek, Jonggyu, Alcusky, Matthew, Hume, Anne L, Liu, Shao-Hsien, Ulbricht, Christine M, Tjia, Jennifer, Lapane, Kate L
Format: Journal Article
Language:English
Published: United States Copyright Wolters Kluwer Health, Inc. All rights reserved 01-10-2018
Lippincott Williams & Wilkins Ovid Technologies
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Abstract OBJECTIVES:To examine and quantify geographic variation in the initiation of commonly used opioids and prescribed dosage strength among older US nursing home residents. METHODS:We merged 2011 Minimum Data Set 3.0 to Medicare claims and facility characteristics data to conduct a cross-sectional study among long-stay nursing home residents who initiated short-acting opioids commonly used in nursing homes (oxycodone, hydrocodone, or tramadol). We examined geographic variation in specific opioids initiated and potentially inappropriate doses (≥50 mg oral morphine equivalent/d) across hospital referral regions (HRRs). Multilevel logistic models quantified the proportional change in between-HRR variation and associations between commonly initiated opioids and inappropriate doses after adjusting for resident characteristics, facility characteristics, and state. RESULTS:Oxycodone (9.4%) was initiated less frequently than hydrocodone (56.2%) or tramadol (34.5%) but varied dramatically between HRRs (range, 0%–74.5%). In total, resident/facility characteristics and state of residence, respectively explained 84.1%, 58.2%, 59.1%, and 46.6% of the between-HRR variation for initiating oxycodone, hydrocodone, tramadol, and inappropriate doses. In all cases, state explained the largest proportion of between-HRR variation. Relative to hydrocodone, residents initiating oxycodone were more likely (adjusted odds ratio, 5.00; 95% confidence interval, 4.57–5.47) and those initiating tramadol were less likely (adjusted odds ratio, 0.28; 95% confidence interval, 0.25–0.31) to be prescribed potentially inappropriately high doses. CONCLUSIONS:We documented extensive geographic variation in the opioid and dose initiated for nursing home residents, with state explaining the largest proportion of the observed variation. Further work is needed to understand potential drivers of opioid prescribing patterns at the state level.
AbstractList OBJECTIVES:To examine and quantify geographic variation in the initiation of commonly used opioids and prescribed dosage strength among older US nursing home residents. METHODS:We merged 2011 Minimum Data Set 3.0 to Medicare claims and facility characteristics data to conduct a cross-sectional study among long-stay nursing home residents who initiated short-acting opioids commonly used in nursing homes (oxycodone, hydrocodone, or tramadol). We examined geographic variation in specific opioids initiated and potentially inappropriate doses (≥50 mg oral morphine equivalent/d) across hospital referral regions (HRRs). Multilevel logistic models quantified the proportional change in between-HRR variation and associations between commonly initiated opioids and inappropriate doses after adjusting for resident characteristics, facility characteristics, and state. RESULTS:Oxycodone (9.4%) was initiated less frequently than hydrocodone (56.2%) or tramadol (34.5%) but varied dramatically between HRRs (range, 0%–74.5%). In total, resident/facility characteristics and state of residence, respectively explained 84.1%, 58.2%, 59.1%, and 46.6% of the between-HRR variation for initiating oxycodone, hydrocodone, tramadol, and inappropriate doses. In all cases, state explained the largest proportion of between-HRR variation. Relative to hydrocodone, residents initiating oxycodone were more likely (adjusted odds ratio, 5.00; 95% confidence interval, 4.57–5.47) and those initiating tramadol were less likely (adjusted odds ratio, 0.28; 95% confidence interval, 0.25–0.31) to be prescribed potentially inappropriately high doses. CONCLUSIONS:We documented extensive geographic variation in the opioid and dose initiated for nursing home residents, with state explaining the largest proportion of the observed variation. Further work is needed to understand potential drivers of opioid prescribing patterns at the state level.
To examine and quantify geographic variation in the initiation of commonly used opioids and prescribed dosage strength among older US nursing home residents. We merged 2011 Minimum Data Set 3.0 to Medicare claims and facility characteristics data to conduct a cross-sectional study among long-stay nursing home residents who initiated short-acting opioids commonly used in nursing homes (oxycodone, hydrocodone, or tramadol). We examined geographic variation in specific opioids initiated and potentially inappropriate doses (≥50 mg oral morphine equivalent/d) across hospital referral regions (HRRs). Multilevel logistic models quantified the proportional change in between-HRR variation and associations between commonly initiated opioids and inappropriate doses after adjusting for resident characteristics, facility characteristics, and state. Oxycodone (9.4%) was initiated less frequently than hydrocodone (56.2%) or tramadol (34.5%) but varied dramatically between HRRs (range, 0%-74.5%). In total, resident/facility characteristics and state of residence, respectively explained 84.1%, 58.2%, 59.1%, and 46.6% of the between-HRR variation for initiating oxycodone, hydrocodone, tramadol, and inappropriate doses. In all cases, state explained the largest proportion of between-HRR variation. Relative to hydrocodone, residents initiating oxycodone were more likely (adjusted odds ratio, 5.00; 95% confidence interval, 4.57-5.47) and those initiating tramadol were less likely (adjusted odds ratio, 0.28; 95% confidence interval, 0.25-0.31) to be prescribed potentially inappropriately high doses. We documented extensive geographic variation in the opioid and dose initiated for nursing home residents, with state explaining the largest proportion of the observed variation. Further work is needed to understand potential drivers of opioid prescribing patterns at the state level.
OBJECTIVESTo examine and quantify geographic variation in the initiation of commonly used opioids and prescribed dosage strength among older US nursing home residents.METHODSWe merged 2011 Minimum Data Set 3.0 to Medicare claims and facility characteristics data to conduct a cross-sectional study among long-stay nursing home residents who initiated short-acting opioids commonly used in nursing homes (oxycodone, hydrocodone, or tramadol). We examined geographic variation in specific opioids initiated and potentially inappropriate doses (≥50 mg oral morphine equivalent/d) across hospital referral regions (HRRs). Multilevel logistic models quantified the proportional change in between-HRR variation and associations between commonly initiated opioids and inappropriate doses after adjusting for resident characteristics, facility characteristics, and state.RESULTSOxycodone (9.4%) was initiated less frequently than hydrocodone (56.2%) or tramadol (34.5%) but varied dramatically between HRRs (range, 0%-74.5%). In total, resident/facility characteristics and state of residence, respectively explained 84.1%, 58.2%, 59.1%, and 46.6% of the between-HRR variation for initiating oxycodone, hydrocodone, tramadol, and inappropriate doses. In all cases, state explained the largest proportion of between-HRR variation. Relative to hydrocodone, residents initiating oxycodone were more likely (adjusted odds ratio, 5.00; 95% confidence interval, 4.57-5.47) and those initiating tramadol were less likely (adjusted odds ratio, 0.28; 95% confidence interval, 0.25-0.31) to be prescribed potentially inappropriately high doses.CONCLUSIONSWe documented extensive geographic variation in the opioid and dose initiated for nursing home residents, with state explaining the largest proportion of the observed variation. Further work is needed to understand potential drivers of opioid prescribing patterns at the state level.
Objectives: To examine and quantify geographic variation in the initiation of commonly used opioids and prescribed dosage strength among older US nursing home residents. Methods: We merged 2011 Minimum Data Set 3.0 to Medicare claims and facility characteristics data to conduct a cross-sectional study among long-stay nursing home residents who initiated short-acting opioids commonly used in nursing homes (oxycodone, hydrocodone, or tramadol). We examined geographic variation in specific opioids initiated and potentially inappropriate doses (≥50 mg oral morphine equivalent/d) across hospital referral regions (HRRs). Multilevel logistic models quantified the proportional change in between-HRR variation and associations between commonly initiated opioids and inappropriate doses after adjusting for resident characteristics, facility characteristics, and state. Results: Oxycodone (9.4%) was initiated less frequently than hydrocodone (56.2%) or tramadol (34.5%) but varied dramatically between HRRs (range, 0%–74.5%). In total, resident/facility characteristics and state of residence, respectively explained 84.1%, 58.2%, 59.1%, and 46.6% of the between-HRR variation for initiating oxycodone, hydrocodone, tramadol, and inappropriate doses. In all cases, state explained the largest proportion of between-HRR variation. Relative to hydrocodone, residents initiating oxycodone were more likely (adjusted odds ratio, 5.00; 95% confidence interval, 4.57–5.47) and those initiating tramadol were less likely (adjusted odds ratio, 0.28; 95% confidence interval, 0.25–0.31) to be prescribed potentially inappropriately high doses. Conclusions: We documented extensive geographic variation in the opioid and dose initiated for nursing home residents, with state explaining the largest proportion of the observed variation. Further work is needed to understand potential drivers of opioid prescribing patterns at the state level.
Author Hume, Anne L
Hunnicutt, Jacob N
Lapane, Kate L
Alcusky, Matthew
Liu, Shao-Hsien
Baek, Jonggyu
Tjia, Jennifer
Ulbricht, Christine M
AuthorAffiliation Department of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA
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– name: 3 Department of Family Medicine, Alpert Medical School, Brown University, Memorial Hospital of Rhode Island, Providence, RI
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/30113423$$D View this record in MEDLINE/PubMed
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Cites_doi 10.1111/j.1365-2125.2010.03847.x
10.1503/cmaj.051528
10.1097/j.pain.0000000000000887
10.1001/jama.2016.1464
10.1001/jama.279.23.1877
10.1001/jamainternmed.2014.6294
10.1016/S0002-9343(00)00451-4
10.1001/archinternmed.2010.450
10.1136/bmj.b2732
10.1056/NEJMp1004872
10.1016/j.annemergmed.2017.08.042
10.1097/MLR.0000000000000183
10.1111/jgs.13702
10.1056/NEJMsa1406143
10.1056/NEJMsa1610524
10.1016/j.jpain.2017.06.010
10.1097/AJP.0000000000000011
10.1056/NEJMsa1514387
10.1016/j.amjopharm.2011.12.005
10.1056/NEJMp1010220
10.1016/j.jamda.2012.06.001
10.1002/pds.4376
10.15585/mmwr.mm6450a3
10.1111/j.1532-5415.2009.02376.x
10.1111/jgs.15080
10.1111/j.1532-5415.2010.02920.x
10.1016/S0025-6196(11)60750-7
10.1093/gerona/54.11.M546
10.1016/j.jpain.2012.07.007
10.1016/j.jamda.2012.06.002
10.1097/MLR.0000000000000109
10.1111/j.1532-5415.2004.52251.x
10.1016/j.jamda.2015.06.025
10.1001/jama.2011.401
10.15585/mmwr.mm6626a4
10.1002/sim.7336
10.1016/j.amjmed.2015.10.002
10.2165/00002512-200724020-00001
10.1016/j.jamda.2006.01.024
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References Morden (R11-20230822) 2014; 52
Bernabei (R5-20230822) 1998; 279
Bohnert (R12-20230822) 2013; 30
Solomon (R17-20230822) 2010; 170
Dowell (R18-20230822) 2016; 315
Hunnicutt (R48-20230822) 2017; 158
Shah (R38-20230822) 2017; 18
Barnett (R49-20230822) 2017; 376
Smith (R16-20230822) 2009; 84
McDonald (R7-20230822) 2012; 13
Saliba (R23-20230822) 2012; 13
Jeffery (R37-20230822) 2018; 71
Bostick (R32-20230822) 2006; 7
Zhang (R20-20230822) 2010; 363
Wei (R26-20230822) 2016; 54
(R1-20230822) 2011; 60
Furlan (R40-20230822) 2006; 174
Paulozzi (R8-20230822) 2014; 63
Guy (R9-20230822) 2017; 66
Dart (R2-20230822) 2015; 372
Morris (R31-20230822) 1999; 54
Won (R6-20230822) 2004; 52
Kuo (R10-20230822) 2016; 129
Hughes (R44-20230822) 2007; 24
Hunnicutt (R4-20230822) 2018; 66
Comondore (R33-20230822) 2009; 339
Papaleontiou (R41-20230822) 2010; 58
Tjia (R45-20230822) 2012; 10
Kojima (R46-20230822) 2015; 16
Gurwitz (R47-20230822) 2000; 109
Zhang (R19-20230822) 2010; 363
Saliba (R24-20230822) 2012; 13
Volkow (R36-20230822) 2011; 305
Raji (R43-20230822) 2018; 27
(R14-20230822) 2015; 63
Austin (R34-20230822) 2017; 36
Meara (R21-20230822) 2016; 375
Rudd (R3-20230822) 2016; 64
Ray (R39-20230822) 2015; 175
McLachlan (R15-20230822) 2011; 71
(R13-20230822) 2009; 57
References_xml – volume: 71
  start-page: 351
  year: 2011
  ident: R15-20230822
  article-title: Clinical pharmacology of analgesic medicines in older people: impact of frailty and cognitive impairment
  publication-title: Br J Clin Pharmacol
  doi: 10.1111/j.1365-2125.2010.03847.x
  contributor:
    fullname: McLachlan
– volume: 60
  start-page: 1487
  year: 2011
  ident: R1-20230822
  article-title: Vital signs: overdoses of prescription opioid pain relievers—United States, 1999–2008
  publication-title: MMWR Morb Mortal Wkly Rep
– volume: 174
  start-page: 1589
  year: 2006
  ident: R40-20230822
  article-title: Opioids for chronic noncancer pain: a meta-analysis of effectiveness and side effects
  publication-title: CMAJ
  doi: 10.1503/cmaj.051528
  contributor:
    fullname: Furlan
– volume: 158
  start-page: 1091
  year: 2017
  ident: R48-20230822
  article-title: Pain and pharmacologic pain management in long-stay nursing home residents
  publication-title: Pain
  doi: 10.1097/j.pain.0000000000000887
  contributor:
    fullname: Hunnicutt
– volume: 315
  start-page: 1624
  year: 2016
  ident: R18-20230822
  article-title: CDC guideline for prescribing opioids for chronic pain—United States, 2016
  publication-title: JAMA
  doi: 10.1001/jama.2016.1464
  contributor:
    fullname: Dowell
– volume: 279
  start-page: 1877
  year: 1998
  ident: R5-20230822
  article-title: Management of pain in elderly patients with cancer
  publication-title: JAMA
  doi: 10.1001/jama.279.23.1877
  contributor:
    fullname: Bernabei
– volume: 175
  start-page: 420
  year: 2015
  ident: R39-20230822
  article-title: Out-of-hospital mortality among patients receiving methadone for noncancer pain
  publication-title: JAMA Intern Med
  doi: 10.1001/jamainternmed.2014.6294
  contributor:
    fullname: Ray
– volume: 109
  start-page: 87
  year: 2000
  ident: R47-20230822
  article-title: Incidence and preventability of adverse drug events in nursing homes
  publication-title: Am J Med
  doi: 10.1016/S0002-9343(00)00451-4
  contributor:
    fullname: Gurwitz
– volume: 63
  start-page: 563
  year: 2014
  ident: R8-20230822
  article-title: Vital signs: variation among States in prescribing of opioid pain relievers and benzodiazepines—United States, 2012
  publication-title: MMWR Morb Mortal Wkly Rep
  contributor:
    fullname: Paulozzi
– volume: 170
  start-page: 1979
  year: 2010
  ident: R17-20230822
  article-title: The comparative safety of opioids for nonmalignant pain in older adults
  publication-title: Arch Intern Med
  doi: 10.1001/archinternmed.2010.450
  contributor:
    fullname: Solomon
– volume: 339
  start-page: b2732
  year: 2009
  ident: R33-20230822
  article-title: Quality of care in for-profit and not-for-profit nursing homes: systematic review and meta-analysis
  publication-title: BMJ
  doi: 10.1136/bmj.b2732
  contributor:
    fullname: Comondore
– volume: 363
  start-page: 405
  year: 2010
  ident: R20-20230822
  article-title: Geographic variation in Medicare drug spending
  publication-title: N Engl J Med
  doi: 10.1056/NEJMp1004872
  contributor:
    fullname: Zhang
– volume: 71
  start-page: 326
  year: 2018
  ident: R37-20230822
  article-title: Opioid prescribing for opioid-naive patients in emergency departments and other settings: characteristics of prescriptions and association with long-term use
  publication-title: Ann Emerg Med
  doi: 10.1016/j.annemergmed.2017.08.042
  contributor:
    fullname: Jeffery
– volume: 52
  start-page: 852
  year: 2014
  ident: R11-20230822
  article-title: Prescription opioid use among disabled Medicare beneficiaries: intensity, trends, and regional variation
  publication-title: Med Care
  doi: 10.1097/MLR.0000000000000183
  contributor:
    fullname: Morden
– volume: 63
  start-page: 2227
  year: 2015
  ident: R14-20230822
  article-title: American geriatrics society updated beers criteria for potentially inappropriate medication use in older adults
  publication-title: J Am Geriatr Soc
  doi: 10.1111/jgs.13702
– volume: 372
  start-page: 241
  year: 2015
  ident: R2-20230822
  article-title: Trends in opioid analgesic abuse and mortality in the United States
  publication-title: N Engl J Med
  doi: 10.1056/NEJMsa1406143
  contributor:
    fullname: Dart
– volume: 376
  start-page: 663
  year: 2017
  ident: R49-20230822
  article-title: Opioid-prescribing patterns of emergency physicians and risk of long-term use
  publication-title: N Engl J Med
  doi: 10.1056/NEJMsa1610524
  contributor:
    fullname: Barnett
– volume: 18
  start-page: 1374
  year: 2017
  ident: R38-20230822
  article-title: Factors influencing long-term opioid use among opioid naive patients: an examination of initial prescription characteristics and pain etiologies
  publication-title: J Pain
  doi: 10.1016/j.jpain.2017.06.010
  contributor:
    fullname: Shah
– volume: 30
  start-page: 605
  year: 2013
  ident: R12-20230822
  article-title: Trends and regional variation in opioid overdose mortality among veterans health administration patients, fiscal year 2001 to 2009
  publication-title: Clin J Pain
  doi: 10.1097/AJP.0000000000000011
  contributor:
    fullname: Bohnert
– volume: 375
  start-page: 44
  year: 2016
  ident: R21-20230822
  article-title: State legal restrictions and prescription-opioid use among disabled adults
  publication-title: N Engl J Med
  doi: 10.1056/NEJMsa1514387
  contributor:
    fullname: Meara
– volume: 10
  start-page: 37
  year: 2012
  ident: R45-20230822
  article-title: Challenge of changing nursing home prescribing culture
  publication-title: Am J Geriatr Pharmacother
  doi: 10.1016/j.amjopharm.2011.12.005
  contributor:
    fullname: Tjia
– volume: 363
  start-page: 1985
  year: 2010
  ident: R19-20230822
  article-title: Geographic variation in the quality of prescribing
  publication-title: N Engl J Med
  doi: 10.1056/NEJMp1010220
  contributor:
    fullname: Zhang
– volume: 13
  start-page: 595
  year: 2012
  ident: R24-20230822
  article-title: Overview of significant changes in the minimum data set for nursing homes version 3.0
  publication-title: J Am Med Dir Assoc
  doi: 10.1016/j.jamda.2012.06.001
  contributor:
    fullname: Saliba
– volume: 27
  start-page: 513
  year: 2018
  ident: R43-20230822
  article-title: Decline in opioid prescriibing after federal rescheduling of hydrrocodone products
  publication-title: Pharmacoepidemiol Drug Saf
  doi: 10.1002/pds.4376
  contributor:
    fullname: Raji
– volume: 64
  start-page: 1378
  year: 2016
  ident: R3-20230822
  article-title: Increases in drug and opioid overdose deaths-United States, 2000-2014
  publication-title: MMWR Morb Mortal Wkly Rep
  doi: 10.15585/mmwr.mm6450a3
  contributor:
    fullname: Rudd
– volume: 57
  start-page: 1331
  year: 2009
  ident: R13-20230822
  article-title: Pharmacological management of persistent pain in older persons
  publication-title: J Am Geriatr Soc
  doi: 10.1111/j.1532-5415.2009.02376.x
– volume: 66
  start-page: 48
  year: 2018
  ident: R4-20230822
  article-title: Prevalence of long-term opioid use in long-stay nursing home residents
  publication-title: J Am Geriatr Soc
  doi: 10.1111/jgs.15080
  contributor:
    fullname: Hunnicutt
– volume: 58
  start-page: 1353
  year: 2010
  ident: R41-20230822
  article-title: Outcomes associated with opioid use in the treatment of chronic noncancer pain in older adults: a systematic review and meta‐analysis
  publication-title: J Am Geriatr Soc
  doi: 10.1111/j.1532-5415.2010.02920.x
  contributor:
    fullname: Papaleontiou
– volume: 84
  start-page: 613
  year: 2009
  ident: R16-20230822
  article-title: Opioid metabolism
  publication-title: Mayo Clin Proc
  doi: 10.1016/S0025-6196(11)60750-7
  contributor:
    fullname: Smith
– volume: 54
  start-page: M546
  year: 1999
  ident: R31-20230822
  article-title: Scaling ADLs within the MDS
  publication-title: J Gerontol A Biol Sci Med Sci
  doi: 10.1093/gerona/54.11.M546
  contributor:
    fullname: Morris
– volume: 13
  start-page: 988
  year: 2012
  ident: R7-20230822
  article-title: Geographic variation in opioid prescribing in the US
  publication-title: J Pain
  doi: 10.1016/j.jpain.2012.07.007
  contributor:
    fullname: McDonald
– volume: 13
  start-page: 602
  year: 2012
  ident: R23-20230822
  article-title: Making the investment count: revision of the minimum data set for nursing homes, MDS 3.0
  publication-title: J Am Med Dir Assoc
  doi: 10.1016/j.jamda.2012.06.002
  contributor:
    fullname: Saliba
– volume: 54
  start-page: e73
  year: 2016
  ident: R26-20230822
  article-title: Algorithm for identifying nursing home days using medicare claims and minimum data set assessment data
  publication-title: Med Care
  doi: 10.1097/MLR.0000000000000109
  contributor:
    fullname: Wei
– volume: 52
  start-page: 867
  year: 2004
  ident: R6-20230822
  article-title: Persistent nonmalignant pain and analgesic prescribing patterns in elderly nursing home residents
  publication-title: J Am Geriatr Soc
  doi: 10.1111/j.1532-5415.2004.52251.x
  contributor:
    fullname: Won
– volume: 16
  start-page: 940
  year: 2015
  ident: R46-20230822
  article-title: Prevalence of frailty in nursing homes: a systematic review and meta-analysis
  publication-title: J Am Med Dir Assoc
  doi: 10.1016/j.jamda.2015.06.025
  contributor:
    fullname: Kojima
– volume: 305
  start-page: 1299
  year: 2011
  ident: R36-20230822
  article-title: Characteristics of opioid prescriptions in 2009
  publication-title: JAMA
  doi: 10.1001/jama.2011.401
  contributor:
    fullname: Volkow
– volume: 66
  start-page: 697
  year: 2017
  ident: R9-20230822
  article-title: Vital signs: changes in opioid prescribing in the United States, 2006–2015
  publication-title: MMWR Morb Mortal Wkly Rep
  doi: 10.15585/mmwr.mm6626a4
  contributor:
    fullname: Guy
– volume: 36
  start-page: 3257
  year: 2017
  ident: R34-20230822
  article-title: Intermediate and advanced topics in multilevel logistic regression analysis
  publication-title: Stat Med
  doi: 10.1002/sim.7336
  contributor:
    fullname: Austin
– volume: 129
  start-page: 221.e21
  year: 2016
  ident: R10-20230822
  article-title: Trends in opioid prescriptions among Part D Medicare recipients from 2007 to 2012
  publication-title: Am J Med
  doi: 10.1016/j.amjmed.2015.10.002
  contributor:
    fullname: Kuo
– volume: 24
  start-page: 81
  year: 2007
  ident: R44-20230822
  article-title: Does organisational culture influence prescribing in care homes for older people?
  publication-title: Drugs Aging
  doi: 10.2165/00002512-200724020-00001
  contributor:
    fullname: Hughes
– volume: 7
  start-page: 366
  year: 2006
  ident: R32-20230822
  article-title: Systematic review of studies of staffing and quality in nursing homes
  publication-title: J Am Med Dir Assoc
  doi: 10.1016/j.jamda.2006.01.024
  contributor:
    fullname: Bostick
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Snippet OBJECTIVES:To examine and quantify geographic variation in the initiation of commonly used opioids and prescribed dosage strength among older US nursing home...
To examine and quantify geographic variation in the initiation of commonly used opioids and prescribed dosage strength among older US nursing home residents....
Objectives: To examine and quantify geographic variation in the initiation of commonly used opioids and prescribed dosage strength among older US nursing home...
OBJECTIVESTo examine and quantify geographic variation in the initiation of commonly used opioids and prescribed dosage strength among older US nursing home...
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SubjectTerms Confidence intervals
Dosage
Drug dosages
Geography
Government programs
Health care
Morphine
Narcotics
Nurses
Nursing homes
Older people
Opioids
Oxycodone
Tramadol
Variation
Title Geographic Variation in the Initiation of Commonly Used Opioids and Dosage Strength in United States Nursing Homes
URI https://www.ncbi.nlm.nih.gov/pubmed/30113423
https://www.proquest.com/docview/2121670897
https://search.proquest.com/docview/2089300452
https://pubmed.ncbi.nlm.nih.gov/PMC6136945
Volume 56
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