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Polypharmacy and medication regimen complexity as factors associated with staff informant rated quality of life in residents of aged care facilities: a cross-sectional study

  • Pharmacoepidemiology and Prescription
  • Published:
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Abstract

Purpose

The purpose of this study is to investigate the association between polypharmacy with health-related quality of life (HRQoL) and medication regimen complexity with HRQoL in residential aged care facilities (RACFs).

Methods

A cross-sectional study of 383 residents from six Australian RACFs was conducted. The primary exposures were polypharmacy (≥9 regular medications) and the validated Medication Regimen Complexity Index (MRCI). The outcome measure was staff informant rated quality of life assessed using the Quality of Life Alzheimer’s disease (QoL-AD) scale. Covariates included age, sex, Charlson’s comorbidity index, activities of daily living, and dementia severity. Logistic quantile regression was used to characterize the association between polypharmacy and QoL-AD (model 1) and MRCI and QoL-AD (model 2).

Results

The median age of the 383 residents was 88 years and 297 (78 %) residents were female. In total, 63 % of residents were exposed to polypharmacy and the median MRCI score (range) was 43.5 (4–113). After adjusting for the covariates, polypharmacy was not associated with either higher or lower QoL-AD scores (estimate −0.02; 95 % confidence interval (CI) −0.165, 0.124; p = 0.78). Similarly, after adjusting for the covariates, MRCI was not associated with either higher or lower QoL-AD scores (estimate −0.0009, 95 % CI −0.005, 0.003; p = 0.63).

Conclusions

These findings suggest that polypharmacy and medication regimen complexity are not associated with staff informant rated HRQoL. Further research is needed to investigate how specific medication classes may impact change in quality of life over time.

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References

  1. Jokanovic N, Tan E, Dooley M, Kirkpatrick C, Bell J (2015) Prevalence and factors associated with polypharmacy in long-term care facilities: a systematic review. J Am Med Dir Assoc 16(6):e531–512

    Article  Google Scholar 

  2. Herson M, Bell J, Tan E, Robson L, Emery T, Wimmer B (2015) Factors associated with medication regimen complexity in residents of long-term care facilities. Eur Geriatr Med 6(6):561–564

    Article  Google Scholar 

  3. Advinha A, de Oliveira-Martins S, Mateus V, Pajote S, Lopes M (2014) Medication regimen complexity in institutionalized elderly people in an aging society. Int J Clin Pharm 36(4):750–756

    Article  PubMed  Google Scholar 

  4. Gnjidic D, Hilmer S, Blyth F, Naganathan V, Waite L, Seibel M, McLachlan A, Cumming R, Handelsman D, Le Couteur D (2012) Polypharmacy cutoff and outcomes: five or more medicines were used to identify community-dwelling older men at risk of different adverse outcomes. J Clin Epidemiol 65(9):989–995

    Article  PubMed  Google Scholar 

  5. Turner J, Jamsen K, Shakib S, Singhal N, Prowse R, Bell J (2016) Polypharmacy cut-points in older people with cancer: how many medications are too many? Support Care Cancer 24(4):1831–1840

    Article  PubMed  Google Scholar 

  6. Quality Indicators for Aged Care. (2015). https://www.dss.gov.au/ageing-and-aged-care/ensuring-quality/quality-indicators-for-aged-care. Accessed 21/10/2015

  7. Bosboom P, Alfonso H, Almeida O, Beer C (2012) Use of potentially harmful medications and health-related quality of life among people with dementia living in residential aged care facilities. Dement Geriatr Cogn Dis Extra 2:361–371

    Article  PubMed  PubMed Central  Google Scholar 

  8. Franic D, Jiang J (2006) Potentially inappropriate drug use and health-related quality of life in the elderly. Pharmacotherapy 26(6):768–778

    Article  PubMed  Google Scholar 

  9. Gurwitz J, Field T, Avorn J, McCormick D, Jain S, Eckler M, Benser M, Edmondson A, Bates D (2000) Incidence and preventability of adverse drug events in nursing homes. Am J Med 109(2):87–94

  10. Lau D, Kasper J, Potter D, Lyles A, Bennett R (2005) Hospitalization and death associated with potentially inappropriate medication prescriptions among elderly nursing home residents. Arch Intern Med 165(1):68–74

    Article  PubMed  Google Scholar 

  11. Onder G, Liperoti R, Foebel A, Fialova D, Topinkova E, van der Roest H, Gindin J, Cruz-Jentoft A, Fini M, Gambassi G, Bernabei R (2013) Polypharmacy and mortality among nursing home residents with advanced cognitive impairment: results from the SHELTER study. J Am Med Dir Assoc 14(6):450, e457-412

    Article  PubMed  Google Scholar 

  12. Schoonover H, Corbett C, Weeks D, Willson M, Setter S (2014) Predicting potential postdischarge adverse drug events and 30-day unplanned hospital readmissions from medication regimen complexity. J Patient Saf 10(4):186–191

    Article  PubMed  Google Scholar 

  13. Wimmer B, Dent E, Visvanathan R, Wiese M, Johnell K, Chapman I, Bell J (2014) Polypharmacy and medication regimen complexity as factors associated with hospital discharge destination among older people: a prospective cohort study. Drugs Aging 31(8):623–630

    Article  PubMed  Google Scholar 

  14. Mansur N, Weiss A, Beloosesky Y (2012) Looking beyond polypharmacy: quantification of medication regimen complexity in the elderly. Am J Geriatr Pharmacother 10(4):223–229

    Article  PubMed  Google Scholar 

  15. Wimmer B, Johnell K, Fastbom J, Wiese M, Bell J (2015) Factors associated with medication regimen complexity in older people: a cross-sectional population-based study. Eur J Clin Pharmacol 71(9):1099–1108

    Article  PubMed  Google Scholar 

  16. Beattie E, O’Reilly M, Moyle W, Chenoweth L, Fetherstonhaugh D, Horner B, Robinson A, Fielding E (2015) Multiple perspectives on quality of life for residents with dementia in long term care facilities: protocol for a comprehensive Australian study. Int Psychogeriatr 27(10):1739–1747

    Article  PubMed  Google Scholar 

  17. Department of Health and Human Services (2013) Nursing home data compendium. Center for Medicare and Medicaid Services. www.cms.gov/Medicare/Provider-Enrollment-and-Certification/CertificationandComplianc/downloads/nursinghomedatacompendium_508.pdf. Accessed 16/3/16

  18. Residential aged care in Australia 2010–11: a statistical overview. (2012) Australian Institute of Health and Welfare. http://www.aihw.gov.au/publication-detail/?id=10737422821. Accessed 16/3/16

  19. Hillen J, Vitry A, Caughey G (2015) Evaluating medication-related quality of care in residential aged care: a systematic review. Springer Plus 4:220

    Article  PubMed  PubMed Central  Google Scholar 

  20. Naylor M, Hirschman K, Hanlon A, Abbott K, Bowles K, Foust J, Shah S, Zubritsky C (2015) Factors associated with changes in perceived quality of life among elderly recipients of long-term services and supports. J Am Med Dir Assoc

  21. Logsdon R, Gibbons L, McCurry S, Teri L (2002) Assessing quality of life in older adults with cognitive impairment. Psychosom Med 64(3):510–519

    Article  PubMed  Google Scholar 

  22. Health-related quality of life research. (2016) International Society for Quality of Life Research. http://www.isoqol.org/about-isoqol/what-is-health-related-quality-of-life-research. Accessed 11/3/16

  23. Frenkel W, Jongerius E, Mandjes-van Uitert M, van Munster B, de Rooij S (2014) Validation of the Charlson Comorbidity Index in acutely hospitalized elderly adults: a prospective cohort study. J Am Geriatr Soc 62(2):342–346

    Article  PubMed  Google Scholar 

  24. Bell J, Taipale H, Soini H, Pitkala K (2010) Sedative load among long-term care facility residents with and without dementia: a cross-sectional study. Clin Drug Investig 30(1):63–70

    Article  PubMed  Google Scholar 

  25. Cooper C, Ketley D, Livingston G (2014) Systematic review and meta-analysis to estimate potential recruitment to dementia intervention studies. Int J Geriatr Psychiatry 29(5):515–525

    Article  PubMed  Google Scholar 

  26. Beer C, Flicker L, Horner B, Bretland N, Scherer S, Lautenschlager N, Schaper F, Almeida O (2010) Factors associated with self and informant ratings of the quality of life of people with dementia living in care facilities: a cross sectional study. PLoS ONE 5(12):e15621

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Aged care. (2016) Australian Institute of Health and Wellfare. http://www.aihw.gov.au/aged-care/. Accessed 16/3/16

  28. Sanford A, Orrell M, Tolson D, Abbatecola A, Arai H, Bauer J, Cruz-Jentoft A, Dong B, Ga H, Goel A, Hajjar R, Holmerova I, Katz P, Koopmans R, Rolland Y, Visvanathan R, Woo J, Morley J, Vellas B (2015) An international definition for “nursing home”. J Am Med Dir Assoc 16(3):181–184

    Article  PubMed  Google Scholar 

  29. Tan E, Visvanathan R, Hilmer S, Vitry A, Quirke T, Emery T, Robson L, Shortt T, Sheldrick S, Lee S, Clothier R, Reeve E, Gnjidic D, Ilomaki J, Bell J (2014) Analgesic use, pain and daytime sedation in people with and without dementia in aged care facilities: a cross-sectional, multisite, epidemiological study protocol. BMJ Open 4(6):e005757

    Article  PubMed  PubMed Central  Google Scholar 

  30. Tan E, Visvanathan R, Hilmer S, Emery T, Robson L, Vitry A, Hughes J, Jones M, Moawad S, Ilomaki J, Quirke T, Bell J (2015) Analgesic use and daytime sleepiness in residents with and without dementia in residential aged care facilities. Drugs Aging 32(12):1045–1053

    Article  CAS  PubMed  Google Scholar 

  31. George J, Phun Y, Bailey M, Kong D, Stewart K (2004) Development and validation of the medication regimen complexity index. Ann Pharmacother 38(9):1369–1376

    Article  PubMed  Google Scholar 

  32. Hirsch J, Metz K, Hosokawa P, Libby A (2014) Validation of a patient-level medication regimen complexity index as a possible tool to identify patients for medication therapy management intervention. Pharmacotherapy 34(8):826–835

    Article  PubMed  PubMed Central  Google Scholar 

  33. Edelman P, Fulton B, Kuhn D, Chang C (2005) A comparison of three methods of measuring dementia-specific quality of life: perspectives of residents, staff, and observers. Gerontologist 45 Spec No 1 (1):27–36

  34. Buntinx F, Niclaes L, Suetens C, Jans B, Mertens R, Van den Akker M (2002) Evaluation of Charlson’s comorbidity index in elderly living in nursing homes. J Clin Epidemiol 55(11):1144–1147

    Article  CAS  PubMed  Google Scholar 

  35. Katz S, Ford A, Moskowitz R, Jackson B, Jaffe M (1963) Studies of illness in the aged. The index of ADL: A standardized measure of biological and pscychosocial function JAMA 185:914–919

    CAS  Google Scholar 

  36. Clark C, Ewbank D (1996) Performance of the dementia severity rating scale: a caregiver questionnaire for rating severity in Alzheimer disease. Alzheimer Dis Assoc Disord 10(1):31–39

    CAS  PubMed  Google Scholar 

  37. Bottai M, Cai B, McKeown R (2010) Logistic quantile regression for bounded outcomes. Stat Med 29:309–317

    PubMed  Google Scholar 

  38. Lai C, Leung D, Kwong E, Lee R (2015) Factors associated with the quality of life of nursing home residents in Hong Kong. Int Nurs Rev 62(1):120–129

    Article  CAS  PubMed  Google Scholar 

  39. Wetzels R, Zuidema S, de Jonghe J, Verhey F, Koopmans R (2010) Determinants of quality of life in nursing home residents with dementia. Dement Geriatr Cogn Disord 29(3):189–197

    Article  CAS  PubMed  Google Scholar 

  40. Hurt C, Banerjee S, Tunnard C, Whitehead D, Tsolaki M, Mecocci P, Kloszewska I, Soininen H, Vellas B, Lovestone S (2010) Insight, cognition and quality of life in Alzheimer’s disease. J Neurol Neurosurg Psychiatry 81(3):331–336

    Article  CAS  PubMed  Google Scholar 

  41. Tan E, Jokanovic N, Koponen M, Thomas D, Hilmer S, Bell J (2015) Prevalence of analgesic use and pain in people with and without dementia or cognitive impairment in aged care facilities: a systematic review and meta-analysis. Curr Clin Pharmacol 10(3):194–203

    Article  PubMed  Google Scholar 

  42. Moniz-Cook E, Vernooij-Dassen M, Woods R, Verhey F, Chattat R, De Vugt M, Mountain G, O’Connell M, Harrison J, Vasse E, Droes R, Orrell M (2008) A European consensus on outcome measures for psychosocial intervention research in dementia care. Aging Ment Health 12(1):14–29

    Article  CAS  PubMed  Google Scholar 

  43. Bosboom P, Alfonso H, Almeida O (2013) Determining the predictors of change in quality of life self-ratings and carer-ratings for community-dwelling people with Alzheimer disease. Alzheimer Dis Assoc Disord 27(4):363–371

    Article  PubMed  Google Scholar 

  44. Beerens H, Zwakhalen S, Verbeek H, Ruwaard D, Hamers J (2013) Factors associated with quality of life of people with dementia in long-term care facilities: a systematic review. Int J Nurs Stud 50(9):1259–1270

    Article  PubMed  Google Scholar 

  45. Castro-Monteiro E, Forjaz M, Ayala A, Rodriguez-Blazquez C, Fernandez-Mayoralas G, Diaz-Redondo A, Martinez-Martin P (2014) Change and predictors of quality of life in institutionalized older adults with dementia. Qual Life Res 23(9):2595–2601

    Article  PubMed  Google Scholar 

  46. Mjorud M, Rosvik J, Rokstad A, Kirkevold M, Engedal K (2014) Variables associated with change in quality of life among persons with dementia in nursing homes: a 10 months follow-up study. PLoS ONE 9(12):e115248

    Article  PubMed  PubMed Central  Google Scholar 

  47. Juola A, Pylkkanen S, Kautiainen H, Bell J, Bjorkman M, Finne-Soveri H, Soini H, Pitkala K (2016) Burden of potentially harmful medications and the association with quality of life and mortality among institutionalized older people. J Am Med Dir Assoc 17(3):276, e279-276 e214

    Article  PubMed  Google Scholar 

  48. Pitkala K, Juola A, Kautiainen H, Soini H, Finne-Soveri U, Bell J, Bjorkman M (2014) Education to reduce potentially harmful medication use among residents of assisted living facilities: a randomized controlled trial. J Am Med Dir Assoc 15(12):892–898. doi:10.1016/j.jamda.2014.04.002

    Article  PubMed  Google Scholar 

  49. Kaufmann C, Tremp R, Hersberger K, Lampert M (2014) Inappropriate prescribing: a systematic overview of published assessment tools. Eur J Clin Pharmacol 70(1):1–11

    Article  PubMed  Google Scholar 

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Acknowledgments

The authors thank Resthaven staff and residents for their participation in this study. The work was supported by the Alzheimer’s Australia Dementia Research Foundation via the Resthaven Incorporated Dementia Research Award, with additional funding provided by Resthaven Incorporated.

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Correspondence to Samanta Lalic.

Ethics declarations

Verbal and written information about the study were provided to all participants. The resident’s written consent was obtained directly. If the residents did not have the capacity to consent, written informed consent was obtained from their guardian, next of kin or significant other. The study was approved by the Royal Australian College of General Practitioners (RACGP) National Research and Evaluation Ethics Committee and the Monash University Human Research Ethics Committee.

Conflict of interest

No conflicts of interest. The authors alone are responsible for the content and writing of the manuscript.

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Lalic, S., Jamsen, K.M., Wimmer, B.C. et al. Polypharmacy and medication regimen complexity as factors associated with staff informant rated quality of life in residents of aged care facilities: a cross-sectional study. Eur J Clin Pharmacol 72, 1117–1124 (2016). https://doi.org/10.1007/s00228-016-2075-4

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  • DOI: https://doi.org/10.1007/s00228-016-2075-4

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