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Egbujie BA, Turcotte LA, Mulla RT, Heckman GA, Hirdes JP. Patterns of Transient and Terminal Transitions in Activities of Daily Living Performance Levels among Long-Term Care Residents: A Multistate Markov's Model Analysis of Population-Based Longitudinal Data in Canada. J Am Med Dir Assoc 2025; 26:105565. [PMID: 40147490 DOI: 10.1016/j.jamda.2025.105565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2024] [Revised: 02/11/2025] [Accepted: 02/12/2025] [Indexed: 03/29/2025]
Abstract
OBJECTIVE We examined how long-term care (LTC) home residents transition between different activities of daily living (ADL) performance levels, and to eventual terminal clinical outcomes. DESIGN We conducted a longitudinal retrospective analysis of population-based data among institutionalized older adults within 3 Canadian provinces. SETTING AND PARTICIPANTS LTC home residents within 3 Canadian provinces of Alberta, British Columbia, and Ontario placed between January 2010 and December 2020. METHODS We fit a Markov-chain multistate transition model to the data to obtain transition probabilities, sojourn times, as well as the adjusted odds of each transition. RESULTS Three distinct transitions were commonly experienced by residents from this analysis. Most LTC residents stayed unchanged in their ADL performance level between 90-day assessments, a substantial proportion transitioned to worse performance level, and only a small proportion improved to a better performance level. Residents spent on average between 21 and 29 months on admission before finally transitioning out of the setting to 1 of 4 terminal states that include mortality, hospitalization, home, or other setting discharges. Within 5 years of admission, between 63% and 72% died, 18% to 19% were hospitalized, and 2% to 4% were discharged back home. The odds of transitioning to different states were strongly affected by factors such as Index of Social Engagement, Cognitive Performance Scale, Changes in Health, End Stage Disease, and Signs and Symptoms score, age, as well as province where the LTC home is located, but varied depending on the admission ADL status. CONCLUSIONS AND IMPLICATIONS Evidence from this study shows that it does not always have to be one way out for LTC residents. LTC home administrators could use the findings to identify residents who could be provided the right intervention to facilitate ADL performance improvement and prevent further decline.
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Affiliation(s)
- Bonaventure A Egbujie
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada.
| | - Luke A Turcotte
- Department of Health Sciences, Brock University, St. Catherines, Ontario, Canada
| | - Reem T Mulla
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - George A Heckman
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada; Schlegel Research Chair in Geriatric Medicine, Schlegel-University of Waterloo Research Institute for Aging, Waterloo, Ontario, Canada
| | - John P Hirdes
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
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Egbujie BA, Turcotte LA, Heckman GA, Morris JN, Hirdes JP. Functional Decline in Long-Term Care Homes in the First Wave of the COVID-19 Pandemic: A Population-based Longitudinal Study in Five Canadian Provinces. J Am Med Dir Assoc 2024; 25:282-289. [PMID: 37839468 DOI: 10.1016/j.jamda.2023.09.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 08/30/2023] [Accepted: 09/03/2023] [Indexed: 10/17/2023]
Abstract
OBJECTIVE We aimed to examine whether functional decline accelerated during the first wave of the COVID-19 pandemic (March to June 2020) for persons in long-term care facilities (LTCs) in Canada compared with the pre-pandemic period. DESIGN We conducted a population-based longitudinal study of persons receiving care in LTC homes in 5 Canadian provinces before and during the COVID-19 pandemic. SETTING AND PARTICIPANTS Residents in 1326 LTC homes within the Canadian provinces of Alberta, British Columbia, Manitoba, Newfoundland & Labrador, and Ontario between January 31, 2019, and June 30, 2020, with activities of daily living Hierarchy scale less than 6 and so, who still have potential for decline (6 being the worst of the 0-6 scale). METHODS We fit a generalized estimating equation model with adjustment for repeated measures to obtain the adjusted odds of functional decline between COVID period exposed and unexposed pre-pandemic residents. RESULTS LTC residents experienced slightly higher rates of functional decline during the first wave of the COVD-19 pandemic compared with the pre-pandemic period (23.3% vs 22.3%; P < .0001). The adjusted odds of functional decline were slightly greater during the pandemic (odds ratio [OR], 1.17; 95% CI, 1.15-1.20). Likewise, residents receiving care in large homes (OR, 1.20; 95% CI, 1.17-1.24) and urban-located LTC homes (OR, 1.20; 95% CI, 1.17-1.23), were more likely to experience functional decline during the COVID-19 pandemic. The odds of functional decline were also only significantly higher during the pandemic for LTC home residents in British Columbia (OR, 1.17; 95% CI, 1.11-1.23) and Ontario (OR, 1.25; 95% CI, 1.21-1.29). CONCLUSIONS AND IMPLICATIONS This study provides evidence that the odds of experiencing functional decline were somewhat greater during the first wave of the COVID-19 pandemic. It highlights the need to maintain physical activity and improve nutrition among older adults during periods of stress. The information would be helpful to health administrators and decision-makers seeking to understand how the COVID-19 pandemic and associated public health measures affected LTC residents' health outcomes.
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Affiliation(s)
- Bonaventure A Egbujie
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada.
| | - Luke A Turcotte
- Department of Health Sciences, Brock University, St. Catharines, Ontario, Canada
| | - George A Heckman
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada; Schlegel Research Chair in Geriatric Medicine, Schlegel-University of Waterloo Research Institute for Aging, Waterloo, Ontario, Canada
| | - John N Morris
- Hebrew SeniorLife, Institute for Aging Research, Boston, MA, USA
| | - John P Hirdes
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
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Maters J, van der Steen JT, de Vugt ME, Bakker C, Koopmans RT. Palliative Care in Nursing Home Residents with Young-Onset Dementia: Professional and Family Caregiver Perspectives. J Alzheimers Dis 2024; 97:573-586. [PMID: 38217594 PMCID: PMC10836558 DOI: 10.3233/jad-230486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/01/2023] [Indexed: 01/15/2024]
Abstract
BACKGROUND The evidence underpinning palliative care in dementia is mostly based on research in older populations. Little is known about the palliative care needs of people with young-onset dementia (YOD). OBJECTIVE To describe palliative care practices including advance care planning (ACP) in people with YOD residing in Dutch nursing homes. METHODS The study presents baseline questionnaire data from an observational cohort study. Physicians, family caregivers, and nursing staff completed questionnaires about 185 residents with YOD. The questionnaires included items on sociodemographics, quality of life measured with the quality of life in late-stage dementia (QUALID) scale, dementia-related somatic health problems, symptoms, pain medication, psychotropic drugs, and ACP. RESULTS The mean age was 63.9 (SD 5.8) years. Half (50.3%) of them were female. Alzheimer's disease dementia (42.2%) was the most prevalent subtype. The mean QUALID score was 24.0 (SD 7.9) as assessed by family caregivers, and 25.3 (SD 8.6) as assessed by the nursing staff. Swallowing problems were the most prevalent dementia-related health problem (11.4%). Agitation was often reported by physicians (42.0%) and nursing staff (40.5%). Psychotropics were prescribed frequently (72.3%). A minority had written advance directives (5.4%) or documentation on treatment preferences by the former general practitioner (27.2%). Global care goals most often focused on comfort (73.9%). Proportions of do-not-treat orders were higher than do-treat orders for all interventions except for hospitalization and antibiotics. CONCLUSIONS ACP must be initiated earlier, before nursing home admission. A palliative approach seems appropriate even though residents are relatively young and experience few dementia-related health problems.
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Affiliation(s)
- Jasper Maters
- Department of Primary and Community Care, Radboud University Medical Center, Nijmegen, the Netherlands
- Radboudumc Alzheimer Center, Nijmegen, the Netherlands
| | - Jenny T. van der Steen
- Department of Primary and Community Care, Radboud University Medical Center, Nijmegen, the Netherlands
- Radboudumc Alzheimer Center, Nijmegen, the Netherlands
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, the Netherlands
| | - Marjolein E. de Vugt
- School for Mental Health and Neuroscience, Alzheimer Center Limburg, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Christian Bakker
- Department of Primary and Community Care, Radboud University Medical Center, Nijmegen, the Netherlands
- Radboudumc Alzheimer Center, Nijmegen, the Netherlands
- Groenhuysen, Center for Geriatric Care, Roosendaal, the Netherlands
| | - Raymond T.C.M. Koopmans
- Department of Primary and Community Care, Radboud University Medical Center, Nijmegen, the Netherlands
- Radboudumc Alzheimer Center, Nijmegen, the Netherlands
- Joachim en Anna, Center for Specialized Geriatric Care, Nijmegen, the Netherlands
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Wilson R, Cuthbertson L, Sasaki A, Russell L, Kazis LE, Sawatzky R. Validation of an Adapted Version of the Veterans RAND 12-Item Health Survey for Older Adults Living in Long-Term Care Homes. THE GERONTOLOGIST 2023; 63:1467-1477. [PMID: 36866495 PMCID: PMC10581377 DOI: 10.1093/geront/gnad021] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Indexed: 03/04/2023] Open
Abstract
BACKGROUND AND OBJECTIVES The Veterans RAND 12-Item Health Survey (VR-12) is a generic patient-reported outcome measure of physical and mental health status. An adapted version of the VR-12 was developed for use with older adults living in long-term residential care (LTRC) homes in Canada: VR-12 (LTRC-C). This study aimed to evaluate the psychometric validity of the VR-12 (LTRC-C). RESEARCH DESIGN AND METHODS Data for this validation study were collected via in-person interviews for a province-wide survey of adults living in LTRC homes across British Columbia (N = 8,657). Three analyses were conducted to evaluate validity and reliability: (1) confirmatory factor analyses were conducted to validate the measurement structure; (2) correlations with measures of depression, social engagement, and daily activities were examined to evaluate convergent and discriminant validity; and (3) Cronbach's alpha (r) statistics were obtained to evaluate internal consistency reliability. RESULTS A measurement model with 2 correlated latent factors (representing physical health and mental health), 4 cross-loadings, and 4 correlated items resulted in an acceptable fit (root-mean-square error of approximation = 0.07; comparative fit index = 0.98). Physical and mental health were correlated in expected directions with measures of depression, social engagement, and daily activities, though the magnitudes of the correlations were quite small. Internal consistency reliability was acceptable for physical and mental health (r > 0.70). DISCUSSION AND IMPLICATIONS This study supports the use of the VR-12 (LTRC-C) to measure perceived physical and mental health among older adults living in LTRC homes.
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Affiliation(s)
- Rozanne Wilson
- School of Nursing, Trinity Western University, Langley, British Columbia, Canada
- Centre for Health Evaluation and Outcome Sciences, Providence Health Care Research Institute, Vancouver, British Columbia, Canada
| | - Lena Cuthbertson
- British Columbia Office of Patient-Centred Measurement, British Columbia Ministry of Health, Vancouver, British Columbia, Canada
| | - Ayumi Sasaki
- Centre for Health Evaluation and Outcome Sciences, Providence Health Care Research Institute, Vancouver, British Columbia, Canada
| | - Lara Russell
- School of Nursing, Trinity Western University, Langley, British Columbia, Canada
- Centre for Health Evaluation and Outcome Sciences, Providence Health Care Research Institute, Vancouver, British Columbia, Canada
| | - Lewis E Kazis
- Boston University School of Public Health, Department of Health Law, Policy & Management, Boston, Massachusetts, USA
- Department of Pulmonary Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts, USA
| | - Richard Sawatzky
- School of Nursing, Trinity Western University, Langley, British Columbia, Canada
- Centre for Health Evaluation and Outcome Sciences, Providence Health Care Research Institute, Vancouver, British Columbia, Canada
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Tevik K, Helvik AS, Stensvik GT, Nordberg MS, Nakrem S. Nursing-sensitive quality indicators for quality improvement in Norwegian nursing homes - a modified Delphi study. BMC Health Serv Res 2023; 23:1068. [PMID: 37803376 PMCID: PMC10557356 DOI: 10.1186/s12913-023-10088-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 09/28/2023] [Indexed: 10/08/2023] Open
Abstract
BACKGROUND Use of nursing-sensitive quality indicators (QIs) is one way to monitor the quality of care in nursing homes (NHs). The aim of this study was to develop a consensus list of nursing-sensitive QIs for Norwegian NHs. METHODS A narrative literature review followed by a non-in-person, two-round, six-step modified Delphi survey was conducted. A five-member project group was established to draw up a list of nursing-sensitive QIs from a preliminary list of 24 QIs selected from Minimum Data Set (2.0) (MDS) and the international Resident Assessment Instrument for Long-Term Care Facilities (interRAI LTCF). We included scientific experts (researchers), clinical experts (healthcare professionals in NHs), and experts of experience (next-of-kin of NH residents). The experts rated nursing-sensitive QIs in two rounds on a seven-point Likert scale. Consensus was based on median value and level of dispersion. Analyses were conducted for four groups: 1) all experts, 2) scientific experts, 3) clinical experts, and 4) experts of experience. RESULTS The project group drew up a list of 20 nursing-sensitive QIs. Nineteen QIs were selected from MDS/interRAI LTCF and one ('systematic medication review') from the Norwegian quality assessment system IPLOS ('Statistics linked to individual needs of care'). In the first and second Delphi round, 44 experts (13 researchers, 17 healthcare professionals, 14 next-of-kin) and 28 experts (8 researchers, 10 healthcare professionals, 10 next-of-kin) participated, respectively. The final consensus list consisted of 16 nursing-sensitive QIs, which were ranked in this order by the 'all expert group': 1) systematic medication review, 2) pressure ulcers, 3) behavioral symptoms, 4) pain, 5) dehydration, 6) oral/dental health problems, 7) urinary tract infection, 8) fecal impaction, 9) depression, 10) use of aids that inhibit freedom of movement, 11) participation in activities of interest, 12) participation in social activities, 13) decline in activities of daily living, 14) weight loss, 15) falls, and 16) hearing loss without the use of hearing aids. CONCLUSIONS Multidisciplinary experts were able to reach consensus on 16 nursing-sensitive QIs. The results from this study can be used to implement QIs in Norwegian NHs, which can improve the quality of care.
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Affiliation(s)
- Kjerstin Tevik
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.
- The Norwegian National Centre for Ageing and Health, Vestfold Hospital Trust, Tønsberg, Norway.
| | - Anne-Sofie Helvik
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- The Norwegian National Centre for Ageing and Health, Vestfold Hospital Trust, Tønsberg, Norway
| | - Geir-Tore Stensvik
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Marion S Nordberg
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- Department of Geriatrics, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Sigrid Nakrem
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- National Ageing Research Institute, Royal Melbourne Hospital, 34-54 Poplar Road, Victoria, 3050, Australia
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Turcotte LA, McArthur C, Poss JW, Heckman G, Mitchell L, Morris J, Foebel AD, Hirdes JP. Long-Term Care Resident Health and Quality of Care During the COVID-19 Pandemic: A Synthesis Analysis of Canadian Institute for Health Information Data Tables. Health Serv Insights 2023; 16:11786329231174745. [PMID: 37220547 PMCID: PMC10196682 DOI: 10.1177/11786329231174745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 04/21/2023] [Indexed: 05/25/2023] Open
Abstract
Objective Long-term care (LTC) homes ("nursing homes") were challenged during the first year of the COVID-19 pandemic in Canada. The objective of this study was to measure the impact of the COVID-19 pandemic on resident admission and discharge rates, resident health attributes, treatments, and quality of care. Design Synthesis analysis of "Quick Stats" standardized data table reports published yearly by the Canadian Institute for Health Information. These reports are a pan-Canadian scorecard of LTC services rendered, resident health characteristics, and quality indicator performance. Setting and participants LTC home residents in Alberta, British Columbia, Manitoba, and Ontario, Canada that were assessed with the interRAI Minimum Data Set 2.0 comprehensive health assessment in fiscal years 2018/2019, 2019/2020 (pre-pandemic period), and 2020/2021 (pandemic period). Methods Risk ratio statistics were calculated to compare admission and discharge rates, validated interRAI clinical summary scale scores, medication, therapy and treatment provision, and seventeen risk-adjusted quality indicator rates from the pandemic period relative to prior fiscal years. Results Risk of dying in the LTC home was greater in all provinces (risk ratio [RR] range 1.06-1.18) during the pandemic. Quality of care worsened substantially on 6 of 17 quality indicators in British Columbia and Ontario, and 2 quality indicators in Manitoba and Alberta. The only quality indicator where performance worsened during the pandemic in all provinces was the percentage of residents that received antipsychotic medications without a diagnosis of psychosis (RR range 1.01-1.09). Conclusions and implications The COVID-19 pandemic has unveiled numerous areas to strengthen LTC and ensure that resident's physical, social, and psychological needs are addressed during public health emergencies. Except an increase in potentially inappropriate antipsychotic use, this provincial-level analysis indicates that most aspects of resident care were maintained during the first year of the COVID-19 pandemic.
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Affiliation(s)
| | - Caitlin McArthur
- School of Physiotherapy, Dalhousie University, Halifax, NS, Canada
| | - Jeff W Poss
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - George Heckman
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - Lori Mitchell
- Home Care Program, Winnipeg Regional Health Authority, Winnipeg, Manitoba, Canada
| | | | - Andrea D Foebel
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - John P Hirdes
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
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Molinari-Ulate M, Mahmoudi A, Franco-Martín MA, van der Roest HG. Psychometric characteristics of comprehensive geriatric assessments (CGAs) for long-term care facilities and community care: A systematic review. Ageing Res Rev 2022; 81:101742. [PMID: 36184026 DOI: 10.1016/j.arr.2022.101742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 09/27/2022] [Accepted: 09/27/2022] [Indexed: 01/31/2023]
Abstract
BACKGROUND Comprehensive Geriatric Assessments (CGAs) have been incorporated as an integrated care approach effective to face the challenges associated to uncoordinated care, risk of hospitalization, unmet needs, and care planning experienced in older adult care. As they assessed different dimensions, is important to inform about the content and psychometric properties to guide the decisions when selecting and implementing them in practice. This systematic review provides a comprehensive insight on the strengths and weaknesses of the CGAs used in long-term care settings and community care. METHODS A systematic search was conducted in PubMed, CINAHL, and Web of Science Core Collection. Studies published up to July 13, 2021, were considered. Quality appraisal was performed for the included studies. RESULTS A total of 10 different CGAs were identified from 71 studies included. Three instruments were reported for long-term care settings, and seven for community care. The content was not homogenous and differed in terms of the detail and clearness of the areas being evaluated. Evidence for good to excellent validity and reliability was reported for various instruments. CONCLUSIONS Setting more specific and clear domains, associated to the special needs of the care setting, could improve informed decisions at the time of selecting and implementing a CGA. Considering the amount and quality of the evidence, the instrument development trajectory, the validation in different languages, and availability in different care settings, we recommend the interRAI LTCF and interRAI HC to be used for long-term facilities and community care.
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Affiliation(s)
- Mauricio Molinari-Ulate
- Psycho-Sciences Research Group, Institute of Biomedical Research of Salamanca, University of Salamanca, Spain; Department of Research and Development, Iberian Institute of Research in Psycho-Sciences, INTRAS Foundation, Zamora, Spain.
| | - Aysan Mahmoudi
- Psycho-Sciences Research Group, Institute of Biomedical Research of Salamanca, University of Salamanca, Spain; Department of Research and Development, Iberian Institute of Research in Psycho-Sciences, INTRAS Foundation, Zamora, Spain.
| | - Manuel A Franco-Martín
- Psycho-Sciences Research Group, Institute of Biomedical Research of Salamanca, University of Salamanca, Spain; Psychiatric and Mental Health Department, Zamora Healthcare Complex, Zamora, Spain.
| | - Henriëtte G van der Roest
- Department on Aging, Netherlands Institute of Mental Health and Addiction (Trimbos Institute), Utrecht, the Netherlands.
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Wilson R, Cuthbertson L, Kazis L, Sawatzky R. Measuring Health Status in Long-Term Residential Care: Adapting the Veterans RAND 12 Item Health Survey (VR-12©). Clin Gerontol 2022; 45:562-574. [PMID: 32299327 DOI: 10.1080/07317115.2020.1752347] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Objectives: Measuring the perceived mental and physical health status of older adults living in long-term residential care (LTRC) is central to patient-centered care. This study examined the qualitative content validity of the Veterans RAND 12 Item Health Survey (VR-12) for LTRC and, based on the findings, the authors developed an adapted version of the generic patient-reported outcome measure for this population.Methods: Content validity was evaluated in two steps: (1) initial resident feedback (n = 9) and research team consensus discussions and (2) cognitive interviews with residents (n = 18) and a research team consensus discussion. The cognitive interviews examined comprehension, acceptability, and relevance of the VR-12 items.Results: Two VR-12 items had limited acceptability in the LTRC setting, the reference to "work" in items was irrelevant to residents, and the lack of a frame of reference ("During the past week … ") impacted comprehension of several items.Conclusions: Study findings informed the development of an adapted version of the VR-12 for older adults living in Canadian LTRC homes and provided content validity evidence regarding its relevance and appropriateness for this population.Clinical implications: Measuring the health status of older adults living in LTRC can help to monitor changes in health status over time and support person-centered care.
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Affiliation(s)
- Rozanne Wilson
- School of Nursing, Trinity Western University, Langley, British Columbia, Canada.,Centre for Health Evaluation and Outcome Sciences, Providence Health Care Research Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lena Cuthbertson
- Patient-Centred Performance Measurement and Improvement, BC Ministry of Health/Providence Health Care, Vancouver, British Columbia, Canada.,British Columbia Ministry of Health, Victoria, British Columbia, Canada
| | - Lewis Kazis
- Boston University School of Public Health, Department of Health Law, Policy & Management, Boston, MA, USA
| | - Richard Sawatzky
- School of Nursing, Trinity Western University, Langley, British Columbia, Canada.,Centre for Health Evaluation and Outcome Sciences, Providence Health Care Research Institute, University of British Columbia, Vancouver, British Columbia, Canada
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Kawazoe Y, Shimamoto K, Shibata D, Shinohara E, Kawaguchi H, Yamamoto T. Impact of Clinical-Text-Based Fall Prediction Model on Preventing Extended Hospital Stays for Elderly Inpatients (Preprint). JMIR Med Inform 2022; 10:e37913. [PMID: 35896017 PMCID: PMC9377461 DOI: 10.2196/37913] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Revised: 06/13/2022] [Accepted: 06/27/2022] [Indexed: 11/13/2022] Open
Affiliation(s)
- Yoshimasa Kawazoe
- Artificial Intelligence in Healthcare, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Kiminori Shimamoto
- Artificial Intelligence in Healthcare, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Daisaku Shibata
- Artificial Intelligence in Healthcare, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Emiko Shinohara
- Artificial Intelligence in Healthcare, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Hideaki Kawaguchi
- Department of Biomedical Informatics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Quantum Computing Center, Keio University, Tokyo, Japan
| | - Tomotaka Yamamoto
- Department of Performance Monitoring and Risk Management, The University of Tokyo Hospital, Tokyo, Japan
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Hirdes JP, Morris JN, Perlman CM, Saari M, Betini GS, Franco-Martin MA, van Hout H, Stewart SL, Ferris J. Mood Disturbances Across the Continuum of Care Based on Self-Report and Clinician Rated Measures in the interRAI Suite of Assessment Instruments. Front Psychiatry 2022; 13:787463. [PMID: 35586405 PMCID: PMC9108209 DOI: 10.3389/fpsyt.2022.787463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 03/25/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Mood disturbance is a pervasive problem affecting persons of all ages in the general population and the subset of those receiving services from different health care providers. interRAI assessment instruments comprise an integrated health information system providing a common approach to comprehensive assessment of the strengths, preferences and needs of persons with complex needs across the continuum of care. OBJECTIVE Our objective was to create new mood scales for use with the full suite of interRAI assessments including a composite version with both clinician-rated and self-reported items as well as a self-report only version. METHODS We completed a cross-sectional analysis of 511,641 interRAI assessments of Canadian adults aged 18+ in community mental health, home care, community support services, nursing homes, palliative care, acute hospital, and general population surveys to develop, test, and refine new measures of mood disturbance that combined clinician and self-rated items. We examined validity and internal consistency across diverse care settings and populations. RESULTS The composite scale combining both clinician and self-report ratings and the self-report only variant showed different distributions across populations and settings with most severe signs of disturbed mood in community mental health settings and lowest severity in the general population prior to the COVID-19 pandemic. The self-report and composite measures were strongly correlated with each other but differed most in populations with high rates of missing values for self-report due to cognitive impairment (e.g., nursing homes). Evidence of reliability was strong across care settings, as was convergent validity with respect to depression/mood disorder diagnoses, sleep disturbance, and self-harm indicators. In a general population survey, the correlation of the self-reported mood scale with Kessler-10 was 0.73. CONCLUSIONS The new interRAI mood scales provide reliable and valid mental health measures that can be applied across diverse populations and care settings. Incorporating a person-centered approach to assessment, the composite scale considers the person's perspective and clinician views to provide a sensitive and robust measure that considers mood disturbances related to dysphoria, anxiety, and anhedonia.
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Affiliation(s)
- John P Hirdes
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | | | | | - Margaret Saari
- SE Research Centre, SE Health and Lawrence S Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON, Canada
| | - Gustavo S Betini
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | | | - Hein van Hout
- Department of General Practice and Medicine for Older Persons, Amsterdam Public Health Research Institute, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Shannon L Stewart
- Faculty of Education, Western University (Canada), London, ON, Canada
| | - Jason Ferris
- Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
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Rangrej J, Kaufman S, Wang S, Kerem A, Hirdes J, Hillmer MP, Malikov K. Identifying Unexpected Deaths in Long-Term Care Homes. J Am Med Dir Assoc 2021; 23:1431.e21-1431.e28. [PMID: 34678267 DOI: 10.1016/j.jamda.2021.09.025] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 09/20/2021] [Accepted: 09/22/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Predicting unexpected deaths among long-term care (LTC) residents can provide valuable information to clinicians and policy makers. We study multiple methods to predict unexpected death, adjusting for individual and home-level factors, and to use as a step to compare mortality differences at the facility level in the future work. DESIGN We conducted a retrospective cohort study using Resident Assessment Instrument Minimum Data Set assessment data for all LTC residents in Ontario, Canada, from April 2017 to March 2018. SETTING AND PARTICIPANTS All residents in Ontario long-term homes. We used data routinely collected as part of administrative reporting by health care providers to the funder: Ontario Ministry of Health and Long-Term Care. This project is a component of routine policy development to ensure safety of the LTC system residents. METHODS Logistic regression (LR), mixed-effect LR (mixLR), and a machine learning algorithm (XGBoost) were used to predict individual mortality over 5 to 95 days after the last available RAI assessment. RESULTS We identified 22,419 deaths in the cohort of 106,366 cases (mean age: 83.1 years; female: 67.7%; dementia: 68.8%; functional decline: 16.6%). XGBoost had superior calibration and discrimination (C-statistic 0.837) over both mixLR (0.819) and LR (0.813). The models had high correlation in predicting death (LR-mixLR: 0.979, LR-XGBoost: 0.885, mixLR-XGBoost: 0.882). The inter-rater reliability between the models LR-mixLR and LR-XGBoost was 0.56 and 0.84, respectively. Using results in which all 3 models predicted probability of actual death of a resident at <5% yielded 210 unexpected deaths or 0.9% of the observed deaths. CONCLUSIONS AND IMPLICATIONS XGBoost outperformed other models, but the combination of 3 models provides a method to detect facilities with potentially higher rates of unexpected deaths while minimizing the possibility of false positives and could be useful for ongoing surveillance and quality assurance at the facility, regional, and national levels.
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Affiliation(s)
- Jagadish Rangrej
- Health Data Science Branch, Capacity Planning and Analytics Divisions, Ontario Ministry of Health, Toronto, ON, Canada; Ontario Ministry of Long-Term Care, Toronto, ON, Canada
| | - Sam Kaufman
- Analytics and Evidence Branch, Corporate Services Division, Ontario Ministry of Attorney General, Toronto, ON, Canada
| | - Sping Wang
- Health Data Science Branch, Capacity Planning and Analytics Divisions, Ontario Ministry of Health, Toronto, ON, Canada; Ontario Ministry of Long-Term Care, Toronto, ON, Canada
| | - Aidin Kerem
- Health Data Science Branch, Capacity Planning and Analytics Divisions, Ontario Ministry of Health, Toronto, ON, Canada; Ontario Ministry of Long-Term Care, Toronto, ON, Canada
| | - John Hirdes
- School of Public Health and Health Systems, University of Waterloo, Waterloo, ON, Canada
| | - Michael P Hillmer
- Health Data Science Branch, Capacity Planning and Analytics Divisions, Ontario Ministry of Health, Toronto, ON, Canada; Ontario Ministry of Long-Term Care, Toronto, ON, Canada; Institute for Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Kamil Malikov
- Health Data Science Branch, Capacity Planning and Analytics Divisions, Ontario Ministry of Health, Toronto, ON, Canada; Ontario Ministry of Long-Term Care, Toronto, ON, Canada; Institute for Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON, Canada.
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12
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Seow H, Dutta P, Johnson MJ, McMillan K, Guthrie DM, Costa AP, Currow DC. Prevalence and Risk Factors of Breathlessness Across Canada: A National Retrospective Cohort Study in Home Care and Nursing Home Populations. J Pain Symptom Manage 2021; 62:346-354.e1. [PMID: 33276042 DOI: 10.1016/j.jpainsymman.2020.11.034] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 11/23/2020] [Accepted: 11/24/2020] [Indexed: 11/21/2022]
Abstract
CONTEXT Breathlessness is a symptom associated with poor clinical outcomes and prognosis. Little is known about its long-term trends and associations with social factors including decline in social activities and caregiver distress. OBJECTIVES To describe factors associated with the prevalence of clinician-reported breathlessness across Canada among cohorts receiving home care or nursing home care. METHODS A retrospective observational cohort study of cross-sectional intake assessment data from Canadian interRAI Home Care and Nursing Home data sets. In each data set, we examined covariates associated with the presence of clinician-reported breathlessness using multivariate regression. RESULTS Between 2007 and 2018, we identified 1,317,117 and 469,709 individuals from the home care and nursing home data sets, respectively. Over two-thirds were aged >75 and over 60% were women. Breathlessness was present at intake in 26.0% of the home care and 8.2% of the nursing home cohorts. Between 2007 and 2018, prevalence of breathlessness increased by 10% for the home care cohort, while remaining relatively constant in nursing homes. Covariates associated with increased odds of having clinician-reported breathlessness at intake in both cohorts were moderate-severe impairment with activities of daily living, being male, older age, high pain scores, signs of depression, and decline in social activities. In the home care cohort, the presence of breathlessness was associated with a greater odds of caregiver distress (odds ratio = 1.19, 95% CI: 1.18-1.20). CONCLUSION The prevalence of clinician-reported breathlessness is higher in home care than in nursing home populations, the former having risen by 10% over the decade. Prevalence of breathlessness is associated with decline in social activities and caregiver distress. Enhanced supports may be required to meet increasing patient need in the community.
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Affiliation(s)
- Hsien Seow
- McMaster University, Hamilton, Ontario, Canada; Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada.
| | | | | | | | | | - Andrew P Costa
- McMaster University, Hamilton, Ontario, Canada; Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
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13
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Tate K, Hoben M, Grabusic C, Bailey S, Cummings GG. The Association of Service Use and Other Client Factors with the Time to Transition from Home Care to Facility-Based Care. J Am Med Dir Assoc 2021; 23:133-140.e3. [PMID: 34293327 DOI: 10.1016/j.jamda.2021.06.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 05/19/2021] [Accepted: 06/21/2021] [Indexed: 11/17/2022]
Abstract
OBJECTIVES People are living longer with complex health needs and wish to remain in their homes as their care needs change. We examined which client factors (sociodemographic, health service use, health, and function) influenced older persons' (≥65 years) time to transition from home living to assisted living (AL) or long-term care (LTC) facilities. DESIGN Retrospective cohort study. SETTING AND PARTICIPANTS Long-term services and supports in Alberta, Canada. Long-stay home care clients (≥65 years) who received a Resident Assessment Instrument-Home Care (RAI-HC) assessment between 2014 and 2018. MEASURES We assessed time from initial receipt of long-term home care to AL and LTC facility transitions, using Cox proportional hazard regressions, and a provincial continuing care data repository (Alberta Continuing Care Information System). We adjusted for client sociodemographic, health, function, and health service use variables. The outcome was time from initial long-term home care receipt to transition to facility living. RESULTS We included 33,432 home care clients. Clients who were visited by care aides once in the last 7 days transitioned to AL later than those with no care aide visits [hazard ratio (HR) 0.976, 95% confidence interval (CI) 0.852, 0.964]. Clients receiving physical therapy services once or more a week transitioned to LTC later than those who did not receive these services (HR 0.767, CI 0.672, 0.875). Institutionalizations happened sooner if the client's caregiver was unable to continue (AL: HR 1.335, CI 1.306, 1.365; LTC: HR 1.339, CI 1.245, 1.441) and if clients socialized less (AL: HR 1.149, CI 1.079, 1.223; LTC: HR 1.087, CI 1.018, 1.61). CONCLUSIONS AND IMPLICATIONS The diverse role of care aides needs to be explored to determine which specific services help to delay AL transitions. Physical therapy exercises that require minimal supervision should be integrated early into care plans to delay LTC transitions. Social/recreational programs to improve older adults' socialization and informal caregiver support could delay transitions.
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Affiliation(s)
- Kaitlyn Tate
- Faculty of Nursing, University of Alberta, Edmonton, Alberta, Canada.
| | - Matthias Hoben
- Faculty of Nursing, University of Alberta, Edmonton, Alberta, Canada
| | - Carmen Grabusic
- Continuing Care Branch, Alberta Health, Edmonton, Alberta, Canada
| | - Stephanie Bailey
- Continuing Care Branch, Alberta Health, Edmonton, Alberta, Canada
| | - Greta G Cummings
- Faculty of Nursing, University of Alberta, Edmonton, Alberta, Canada
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14
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Mitchell SL, Volandes AE, Gutman R, Gozalo PL, Ogarek JA, Loomer L, McCreedy EM, Zhai R, Mor V. Advance Care Planning Video Intervention Among Long-Stay Nursing Home Residents: A Pragmatic Cluster Randomized Clinical Trial. JAMA Intern Med 2020; 180:1070-1078. [PMID: 32628258 PMCID: PMC7399750 DOI: 10.1001/jamainternmed.2020.2366] [Citation(s) in RCA: 64] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
IMPORTANCE Standardized, evidenced-based approaches to conducting advance care planning (ACP) in nursing homes are lacking. OBJECTIVE To test the effect of an ACP video program on hospital transfers, burdensome treatments, and hospice enrollment among long-stay nursing home residents with and without advanced illness. DESIGN, SETTING, AND PARTICIPANTS The Pragmatic Trial of Video Education in Nursing Homes was a pragmatic cluster randomized clinical trial conducted between February 1, 2016, and May 31, 2019, at 360 nursing homes (119 intervention and 241 control) in 32 states owned by 2 for-profit corporations. Participants included 4171 long-stay residents with advanced dementia or cardiopulmonary disease (hereafter referred to as advanced illness) in the intervention group and 8308 long-stay residents with advanced illness in the control group, 5764 long-stay residents without advanced illness in the intervention group, and 11 773 long-stay residents without advanced illness in the control group. Analyses followed the intention-to-treat principle. INTERVENTIONS Five 6- to 10-minute ACP videos were made available on tablet computers or online. Designated champions (mostly social workers) in intervention facilities were instructed to offer residents (or their proxies) the opportunity to view a video(s) on admission and every 6 months. Control facilities used usual ACP practices. MAIN OUTCOMES AND MEASURES Twelve-month outcomes were measured for each resident. The primary outcome was hospital transfers per 1000 person-days alive in the advanced illness cohort. Secondary outcomes included the proportion of residents with or without advanced illness experiencing 1 or more hospital transfer, 1 or more burdensome treatment, and hospice enrollment. To monitor fidelity, champions completed reports in the electronic record whenever they offered to show residents a video. RESULTS The study included 4171 long-stay residents with advanced illness in the intervention group (2970 women [71.2%]; mean [SD] age, 83.6 [9.1] years), and 8308 long-stay residents with advanced illness in the control group (5857 women [70.5%]; mean [SD] age, 83.6 [8.9] years), 5764 long-stay residents without advanced illness in the intervention group (3692 women [64.1%]; mean [SD] age, 81.5 [9.2] years), and 11 773 long-stay residents without advanced illness in the control group (7467 women [63.4%]; mean [SD] age, 81.3 [9.2] years). There was no significant reduction in hospital transfers per 1000 person-days alive in the intervention vs control groups (rate [SE], 3.7 [0.2]; 95% CI, 3.4-4.0 vs 3.9 [0.3]; 95% CI, 3.6-4.1; rate difference [SE], -0.2 [0.3]; 95% CI, -0.5 to 0.2). Secondary outcomes did not significantly differ between trial groups among residents with and without advanced illness. Based on champions' reports, 912 of 4171 residents with advanced illness (21.9%) viewed ACP videos. Facility-level rates of showing ACP videos ranged from 0% (14 of 119 facilities [11.8%]) to more than 40% (22 facilities [18.5%]). CONCLUSIONS AND RELEVANCE This study found that an ACP video program was not effective in reducing hospital transfers, decreasing burdensome treatment use, or increasing hospice enrollment among long-stay residents with or without advanced illness. Intervention fidelity was low, highlighting the challenges of implementing new programs in nursing homes. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT02612688.
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Affiliation(s)
- Susan L Mitchell
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts.,Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Angelo E Volandes
- Section of General Medicine, Massachusetts General Hospital, Boston.,Harvard Medical School, Boston, Massachusetts
| | - Roee Gutman
- Department of Biostatistics, Brown University School of Public Health, Providence, Rhode Island
| | - Pedro L Gozalo
- Center for Gerontology and Healthcare Research, Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island.,Center of Innovation in Health Services Research and Development Service, Providence Veterans Affairs Medical Center, Providence, Rhode Island
| | - Jessica A Ogarek
- Center for Gerontology and Healthcare Research, Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
| | - Lacey Loomer
- Center for Gerontology and Healthcare Research, Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
| | - Ellen M McCreedy
- Center for Gerontology and Healthcare Research, Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
| | - Ruoshui Zhai
- Center for Gerontology and Healthcare Research, Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
| | - Vincent Mor
- Center for Gerontology and Healthcare Research, Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island.,Center of Innovation in Health Services Research and Development Service, Providence Veterans Affairs Medical Center, Providence, Rhode Island
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15
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The Post-Acute Delayed Discharge Risk Scale: Derivation and Validation With Ontario Alternate Level of Care Patients in Ontario Complex Continuing Care Hospitals. J Am Med Dir Assoc 2020; 21:538-544.e1. [DOI: 10.1016/j.jamda.2019.12.022] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 12/12/2019] [Accepted: 12/30/2019] [Indexed: 11/20/2022]
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16
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Hirdes JP, van Everdingen C, Ferris J, Franco-Martin M, Fries BE, Heikkilä J, Hirdes A, Hoffman R, James ML, Martin L, Perlman CM, Rabinowitz T, Stewart SL, Van Audenhove C. The interRAI Suite of Mental Health Assessment Instruments: An Integrated System for the Continuum of Care. Front Psychiatry 2020; 10:926. [PMID: 32076412 PMCID: PMC6978285 DOI: 10.3389/fpsyt.2019.00926] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Accepted: 11/21/2019] [Indexed: 12/21/2022] Open
Abstract
The lives of persons living with mental illness are affected by psychological, biological, social, economic, and environmental factors over the life course. It is therefore unlikely that simple preventive strategies, clinical treatments, therapeutic interventions, or policy options will succeed as singular solutions for the challenges of mental illness. Persons living with mental illness receive services and supports in multiple settings across the health care continuum that are often fragmented, uncoordinated, and inadequately responsive. Appropriate assessment is an important tool that health systems must deploy to respond to the strengths, preferences, and needs of persons with mental illness. However, standard approaches are often focused on measurement of psychiatric symptoms without taking a broader perspective to address issues like growth, development, and aging; physical health and disability; social relationships; economic resources; housing; substance use; involvement with criminal justice; stigma; and recovery. Using conglomerations of instruments to cover more domains is impractical, inconsistent, and incomplete while posing considerable assessment burden. interRAI mental health instruments were developed by a network of over 100 researchers, clinicians, and policy experts from over 35 nations. This includes assessment systems for adults in inpatient psychiatry, community mental health, emergency departments, mobile crisis teams, and long-term care settings, as well as a screening system for police officers. A similar set of instruments is available for child/youth mental health. The instruments form an integrated mental health information system because they share a common assessment language, conceptual basis, clinical emphasis, data collection approach, data elements, and care planning protocols. The key applications of these instruments include care planning, outcome measurement, quality improvement, and resource allocation. The composition of these instruments and psychometric properties are reviewed, and examples related to homeless are used to illustrate the various applications of these assessment systems.
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Affiliation(s)
- John P. Hirdes
- School of Public Health and Health Systems, University of Waterloo, Waterloo, ON, Canada
| | - Coline van Everdingen
- Psychiatry and Neuropsychology Department, Maastricht University, Maastricht, Netherlands
| | - Jason Ferris
- Centre for Health Services Research, Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
| | | | - Brant E. Fries
- Institute of Gerontology, University of Michigan, Ann Arbor, MI, United States
| | - Jyrki Heikkilä
- Division of Psychiatry, Turku University Hospital, Turku, Finland
| | - Alice Hirdes
- Graduate Program in Health Promotion, Human Development and Society, Lutheran University of Brazil, Canoas, Brazil
| | - Ron Hoffman
- School of Criminology and Criminal Justice, Nipissing University, North Bay, ON, Canada
| | - Mary L. James
- Institute of Gerontology, University of Michigan, Ann Arbor, MI, United States
| | - Lynn Martin
- Department of Health Sciences for Lynn Martin, Lakehead University, Thunder Bay, ON, Canada
| | - Christopher M. Perlman
- School of Public Health and Health Systems, University of Waterloo, Waterloo, ON, Canada
| | - Terry Rabinowitz
- Departments of Psychiatry and Family Medicine Larner College of Medicine, University of Vermont, Burlington, VT, United States
| | - Shannon L. Stewart
- Faculty of Education, Althouse College, Western University, London, ON, Canada
| | - Chantal Van Audenhove
- LUCAS Center for Care Research and Consultancy & Academic Center for General Practice in the Department of Public Health and Primary Care, KU Leuven University, Leuven, Belgium
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17
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Preventing inpatient falls with injuries using integrative machine learning prediction: a cohort study. NPJ Digit Med 2019; 2:127. [PMID: 31872067 PMCID: PMC6908660 DOI: 10.1038/s41746-019-0200-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2019] [Accepted: 11/14/2019] [Indexed: 12/13/2022] Open
Abstract
Patient falls during hospitalization can lead to severe injuries and remain one of the most vexing patient-safety problems facing hospitals. They lead to increased medical care costs, lengthened hospital stays, more litigation, and even death. Existing methods and technology to address this problem mostly focus on stratifying inpatients at risk, without predicting fall severity or injuries. Here, a retrospective cohort study was designed and performed to predict the severity of inpatient falls, based on a machine learning classifier integrating multi-view ensemble learning and model-based missing data imputation method. As input, over two thousand inpatient fall patients’ demographic characteristics, diagnoses, procedural data, and bone density measurements were retrieved from the HMH clinical data warehouse from two separate time periods. The predictive classifier developed based on multi-view ensemble learning with missing values (MELMV) outperformed other three baseline models; achieved a cross-validated AUC of 0.713 (95% CI, 0.701–0.725), an AUC of 0.808 (95% CI, 0.740–0.876) on the separate testing set. Our studies show the efficacy of integrative machine-learning based classifier model in dealing with multi-source patient data, which in this case delivers robust predictive performance on the severity of patient falls. The severe fall index provided by the MELMV classifier is calculated to identify inpatients who are at risk of having severe injuries if they fall, thus triggering additional steps of intervention to prevent a harmful fall, beyond the standard-of-care procedure for all high-risk fall patients.
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18
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Hoben M, Yoon MN, Lu L, Estabrooks CA. If we cannot measure it, we cannot improve it: Understanding measurement problems in routine oral/dental assessments in Canadian nursing homes-Part I. Gerodontology 2019; 37:153-163. [PMID: 31774205 DOI: 10.1111/ger.12449] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 07/26/2019] [Accepted: 10/26/2019] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To compare Resident Assessment Instrument-Minimum Data Set 2.0 (RAI) oral/dental items collected by nursing home (NH) care staff to (a) assessments collected by trained research assistants (RAs) and (b) "gold standard" clinical assessments by dental hygienists (DHs). BACKGROUND Routine collection of RAI oral/dental items is mandatory in most Canadian NHs. However, the performance of these items is less than optimal and oral/dental problems are severely under-reported. Accurate assessment is a prerequisite for preventing, detecting and treating oral health problems. Not knowing the reasons for performance problems is a barrier to improving performance of the RAI oral/dental items. MATERIALS AND METHODS We included 103 NH residents from 4 NHs in Edmonton, Alberta, Canada. Using Kappa statistics, we compared the agreement of residents' last (no older than 90 days) RAI assessment with RAI assessments completed by trained RAs and "gold standard" clinical assessments by DHs. We also assessed the inter-rater reliability (IRR) of RA and DH assessments. RESULTS Care staff assessments had poor agreement with RA and DH assessments (Kappa < 0.2 for most items). RAs and DHs identified more oral/dental problems than care staff. However, IRR of RA assessments was low (Kappa < 0.7 for 7/9 items). IRR of DH assessments was acceptable (Kappa > 0.7) for most items. CONCLUSIONS The quality of RAI oral/dental assessments can be improved by better training care staff and ensuring appropriate time to do the assessments. However, remaining problems-even with trained RAs-suggest that rewording some of the items or supplementing them by more robust tools may be required.
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Affiliation(s)
- Matthias Hoben
- Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
| | - Minn N Yoon
- School of Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Lily Lu
- Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
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19
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Do-Not-Resuscitate and Do-Not-Hospitalize Orders in Nursing Homes: Who Gets Them and Do They Make a Difference? J Am Med Dir Assoc 2019; 20:1169-1174.e1. [PMID: 30975587 DOI: 10.1016/j.jamda.2019.02.017] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Revised: 02/15/2019] [Accepted: 02/16/2019] [Indexed: 10/27/2022]
Abstract
OBJECTIVES To describe the rate of do-not-resuscitate (DNR) and do-not-hospitalize (DNH) orders among residents newly admitted into long-term care homes. We also assessed the association between DNR and DNH orders with hospital admissions, deaths in hospital, and survival. DESIGN A retrospective cohort study. SETTING AND PARTICIPANTS Admissions in all 640 publicly funded long-term care homes in Ontario, Canada, between January 1, 2010 and March 1, 2012 (n = 49,390). MEASURES We examined if a DNR and/or DNH was recorded on resident's admission assessment. All residents were followed until death, discharge, or end of study to ascertain rates of several outcomes, including death and hospitalization, controlling for resident characteristics. RESULTS Upon admission, 60.7% of residents were recorded to have a DNR and 14.8% a DNH order. Those who were older, female, widowed, lived in rural facilities, lived in higher income neighborhoods prior to entry, had higher health instability or cognitive impairment, and spoke English or French were more likely to receive a DNR or DNH. Survival time was only slightly shorter for those with a DNR and DNH with a mean of 145 and 133 days, respectively, vs 160 and 153 days for those without a DNR and DNH. After controlling for age, sex, rurality, neighborhood income, marital status, health instability, cognitive performance score, and multimorbidity, DNR and DNH were associated with an odds ratio of 0.57 [95% confidence interval (CI) 0.53-0.62] and 0.41 (95% CI 0.37-0.46) for dying in hospital, respectively. Those with a DNR and DNH, after adjustment, had an incidence rate ratio of 0.87 (95% CI 0.83-0.90) and 0.70 (95% CI 0.67-0.73), respectively, days spent in hospital. CONCLUSIONS AND IMPLICATIONS This study outlines identifiable factors influencing whether residents have a DNR and/or DNH order upon admission. Both orders led to lower rates, but not absolute avoidance, of hospitalizations near and at death.
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20
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Negm AM, Ioannidis G, Jantzi M, Bucek J, Giangregorio L, Pickard L, Hirdes JP, Adachi JD, Richardson J, Thabane L, Papaioannou A. Validation of a one year fracture prediction tool for absolute hip fracture risk in long term care residents. BMC Geriatr 2018; 18:320. [PMID: 30587140 PMCID: PMC6307179 DOI: 10.1186/s12877-018-1010-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Accepted: 12/11/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Frail older adults living in long term care (LTC) homes have a high fracture risk, which can result in reduced quality of life, pain and death. The Fracture Risk Scale (FRS) was designed for fracture risk assessment in LTC, to optimize targeting of services in those at highest risk. This study aims to examine the construct validity and discriminative properties of the FRS in three Canadian provinces at 1-year follow up. METHODS LTC residents were included if they were: 1) Adults admitted to LTC homes in Ontario (ON), British Columbia (BC) and Manitoba (MB) Canada; and 2) Received a Resident Assessment Instrument Minimum Data Set Version 2.0. After admission to LTC, one-year hip fracture risk was evaluated for all the included residents using the FRS (an eight-level risk scale, level 8 represents the highest fracture risk). Multiple logistic regressions were used to determine the differences in incident hip or all clinical fractures across the provinces and FRS risk levels. We examined the differences in incident hip or all clinical fracture for each FRS level across the three provinces (adjusted for age, BMI, gender, fallers and previous fractures). We used the C-statistic to assess the discriminative properties of the FRS for each province. RESULTS Descriptive statistics on the LTC populations in ON (n = 29,848), BC (n = 3129), and MB (n = 2293) are: mean (SD) age 82 (10), 83 (10), and 84 (9), gender (female %) 66, 64, and 70% respectively. The incident hip fractures and all clinical fractures for FRS risk level were similar among the three provinces and ranged from 0.5 to 19.2% and 1 to 19.2% respectively. The overall discriminative properties of the FRS were similar between ON (C-statistic = 0.673), BC (C-statistic = 0.644) and MB (C-statistic = 0.649) samples. CONCLUSION FRS is a valid tool for identifying LTC residents at different risk levels for hip or all clinical fractures in three provinces. Having a fracture risk assessment tool that is tailored to the LTC context and embedded within the routine clinical assessment may have significant implications for policy, service delivery and care planning, and may improve care for LTC residents across Canada.
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Affiliation(s)
- Ahmed M Negm
- Geriatric Education and Research in Aging Sciences (GERAS), St Peter's Hospital, 88 Maplewood Ave, Hamilton, ON, Canada. .,School of Rehabilitation Sciences, IAHS 403, McMaster University, 1400 Main St. W., Hamilton, Ontario, L8S 1C7, Canada.
| | - George Ioannidis
- Geriatric Education and Research in Aging Sciences (GERAS), St Peter's Hospital, 88 Maplewood Ave, Hamilton, ON, Canada.,Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Micaela Jantzi
- School of Public Health and Health Systems, University of Waterloo, Waterloo, Ontario, Canada
| | - Jenn Bucek
- School of Public Health and Health Systems, University of Waterloo, Waterloo, Ontario, Canada
| | - Lora Giangregorio
- Geriatric Education and Research in Aging Sciences (GERAS), St Peter's Hospital, 88 Maplewood Ave, Hamilton, ON, Canada.,Department of Kinesiology and Schlegel-UW Research Institute for Aging, University of Waterloo, Waterloo, Ontario, Canada
| | - Laura Pickard
- Geriatric Education and Research in Aging Sciences (GERAS), St Peter's Hospital, 88 Maplewood Ave, Hamilton, ON, Canada.,Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - John P Hirdes
- School of Public Health and Health Systems, University of Waterloo, Waterloo, Ontario, Canada
| | - Jonathan D Adachi
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Julie Richardson
- School of Rehabilitation Sciences, IAHS 403, McMaster University, 1400 Main St. W., Hamilton, Ontario, L8S 1C7, Canada.,Department of Health Research Methods, Evidence, and Impact, McMaster University, 1280 Main St West, Hamilton, ON, Canada
| | - Lehana Thabane
- Department of Health Research Methods, Evidence, and Impact, McMaster University, 1280 Main St West, Hamilton, ON, Canada
| | - Alexandra Papaioannou
- Geriatric Education and Research in Aging Sciences (GERAS), St Peter's Hospital, 88 Maplewood Ave, Hamilton, ON, Canada.,Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Department of Health Research Methods, Evidence, and Impact, McMaster University, 1280 Main St West, Hamilton, ON, Canada
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21
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McArthur C, Hirdes J, Chaurasia A, Berg K, Giangregorio L. Quality Changes after Implementation of an Episode of Care Model with Strict Criteria for Physical Therapy in Ontario's Long-Term Care Homes. Health Serv Res 2018; 53:4863-4885. [PMID: 30091461 DOI: 10.1111/1475-6773.13020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
OBJECTIVES To describe the proportion of residents receiving rehabilitation in long-term care (LTC) homes, and scores on activities of daily living (ADL) and falls quality indicators (QIs) before and after change from fee-for-service to an episode of care model; and to evaluate the effect of the change on the QIs. DATA SOURCES Secondary data were collected from all LTC homes in Ontario, Canada, between January 1, 2011 and March 31, 2015. Variables of interest were the proportion of residents per home receiving physical therapy (PT), and the scores on seven ADL and one falls QI. STUDY DESIGN Retrospective, longitudinal study. DATA EXTRACTION All data were extracted from the Resident Assessment Instrument Minimum Data Set. PRINCIPAL FINDINGS Fewer residents received PT after the policy change (84.6 percent, 2011; 56.6 percent, 2015). The policy change was associated with improved performance on several ADL QIs. However, having a large proportion of residents receive no PT or little PT was associated with poorer performance on two of the QIs measuring improvement in ADLs [No PT: -0.029 (-0.043 to -0.014); -0.048 (-0.068 to -0.027). PT <45 minutes per week: -0.012 (-0.026 to -0.002); -0.026 (-0.045 to -0.007); p < .01]. CONCLUSIONS While controversial, the policy and subsequent PT service delivery change appears to be associated with improved performance on several ADL QIs, except in homes where a large proportion of residents receive no PT and low time-intensive PT.
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Affiliation(s)
- Caitlin McArthur
- GERAS Centre for Aging Research, McMaster University, Hamilton, ON, Canada
| | - John Hirdes
- School of Public Health and Health Systems, University of Waterloo, Waterloo, ON, Canada
| | - Ashok Chaurasia
- School of Public Health and Health Systems, University of Waterloo, Waterloo, ON, Canada
| | - Katherine Berg
- Department of Physical Therapy, University of Toronto, Toronto, ON, Canada
| | - Lora Giangregorio
- Department of Kinesiology, University of Waterloo, Waterloo, ON, Canada.,Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada.,Schlegel-UW Research Institute for Aging, Waterloo, ON, Canada
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22
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Travers JL, Dick AW, Stone PW. Racial/Ethnic Differences in Receipt of Influenza and Pneumococcal Vaccination among Long-Stay Nursing Home Residents. Health Serv Res 2018; 53:2203-2226. [PMID: 28857151 PMCID: PMC6051976 DOI: 10.1111/1475-6773.12759] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE/STUDY QUESTION To examine racial/ethnic differences in influenza and pneumococcal vaccination receipt and nonreceipt among nursing home (NH) residents post implementation of federal vaccination policy. DATA SOURCES/STUDY SETTING/STUDY DESIGN/DATA COLLECTION/EXTRACTION METHODS: An analysis of a merged national cross-sectional dataset containing resident assessment, facility, and community data for years 2010-2013 was conducted. Logistic regressions omitting and including facility fixed effects were used to examine the influence of race and ethnicity (black, Hispanic, white) and black concentration on vaccination status across and within NHs. PRINCIPLE FINDINGS Vaccination receipt of 107,874 residents in 742 NHs was examined. Blacks were less likely than whites to receive influenza and pneumococcal vaccinations (OR = 0.75; OR = 0.81, respectively, p-values <.001). The likelihood of not being offered the influenza vaccination was greater for blacks (OR=1.25, p = .004) and the likelihood of not being offered the pneumococcal vaccination was greater for Hispanics (OR = 1.65, p = .04) compared to whites. Fixed effects showed that within the same NH, Hispanics were more likely to receive both vaccinations compared to whites (OR=1.22, p = .004 (influenza); OR=1.34, p < .001 (pneumococcal)). Facilities highly concentrated with blacks accounted for large proportions of differences seen in vaccination receipt. CONCLUSIONS Racial/ethnic differences remain despite policy changes. Focused strategies aimed at NH personnel and racially segregated NHs are critical to improving vaccination delivery and eliminating disparities in care.
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Affiliation(s)
- Jasmine L. Travers
- NewCourtland Center for Transitions and HealthUniversity of Pennsylvania School of NursingPhiladelphiaPA
| | | | - Patricia W. Stone
- Center for Health PolicyColumbia University School of NursingNew YorkNY
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23
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Cheung ENM, Benjamin S, Heckman G, Ho JMW, Lee L, Sinha SK, Costa AP. Clinical characteristics associated with the onset of delirium among long-term nursing home residents. BMC Geriatr 2018; 18:39. [PMID: 29394886 PMCID: PMC5797375 DOI: 10.1186/s12877-018-0733-3] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Accepted: 01/25/2018] [Indexed: 01/28/2023] Open
Abstract
Background Nursing home residents are frail, have multiple medical comorbidities, and are at high risk for delirium. Most of the existing evidence base on delirium is derived from studies in the acute in-patient population. We examine the association between clinical characteristics and medication use with the incidence of delirium during the nursing home stay. Methods This is a retrospective cohort study of 1571 residents from 12 nursing homes operated by a single care provider in Ontario, Canada. Residents were over the age of 55 and admitted between February 2010 and December 2015 with no baseline delirium and a minimum stay of 180 days. Residents with moderate or worse cognitive impairment at baseline were excluded. The baseline and follow-up characteristics of residents were collected from the Resident Assessment Instrument-Minimal Data Set 2.0 completed at admission and repeated quarterly until death or discharge. Multivariate logistic regression was used to identify characteristics and medication use associated with the onset of delirium. Results The incidence of delirium was 40.4% over the nursing home stay (mean LOS: 32 months). A diagnosis of dementia (OR: 2.54, p < .001), the presence of pain (OR: 1.64, p < .001), and the use of antipsychotics (OR: 1.87, p < .001) were significantly associated with the onset of delirium. Compared to residents who did not develop delirium, residents who developed a delirium had a greater increase in the use of antipsychotics and antidepressants over the nursing home stay. Conclusions Dementia, the presence of pain, and the use of antipsychotics were associated with the onset of delirium. Pain monitoring and treatment may be important to decrease delirium in nursing homes. Future studies are necessary to examine the prescribing patterns in nursing homes and their association with delirium. Electronic supplementary material The online version of this article (10.1186/s12877-018-0733-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Evelyn Ning Man Cheung
- Department of Medicine, McMaster University, IHB/HSC-McMaster 3016, Victoria 10B St. S., Kitchener, ON, N2G 1C5, Canada.
| | - Sophiya Benjamin
- Department of Psychiatry & Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - George Heckman
- Schlegel Research Institute for Aging, Waterloo, ON, Canada.,School of Public Health and Health Systems, University of Waterloo, Waterloo, ON, Canada
| | - Joanne Man-Wai Ho
- Department of Medicine, McMaster University, IHB/HSC-McMaster 3016, Victoria 10B St. S., Kitchener, ON, N2G 1C5, Canada.,Schlegel Research Institute for Aging, Waterloo, ON, Canada.,Big Data and Geriatric Models of Care, McMaster University, Hamilton, ON, Canada
| | - Linda Lee
- Big Data and Geriatric Models of Care, McMaster University, Hamilton, ON, Canada.,Department of Family Medicine, McMaster University, Hamilton, ON, Canada
| | | | - Andrew P Costa
- Department of Medicine, McMaster University, IHB/HSC-McMaster 3016, Victoria 10B St. S., Kitchener, ON, N2G 1C5, Canada.,Schlegel Research Institute for Aging, Waterloo, ON, Canada.,Big Data and Geriatric Models of Care, McMaster University, Hamilton, ON, Canada.,Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
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24
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Freeman S, Armstrong JJ, Tyas SL, Neufeld E. Clinical characteristics and patterns of health deficits of centenarians receiving home care and long-term care services. Exp Gerontol 2017; 99:46-52. [PMID: 28943479 DOI: 10.1016/j.exger.2017.09.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2016] [Revised: 07/19/2017] [Accepted: 09/16/2017] [Indexed: 11/26/2022]
Abstract
Centenarians (persons aged 100years and older) are one of the fastest growing cohorts in countries across the world. With the increasing prevalence of centenarians and growing amount of clinical information in large administrative health databases, it is now possible to more fully characterize the health of this unique and heterogeneous population. This study described patterns of health deficits in the centenarian population receiving care from community-based home care services and long-term care facilities (LTCFs) in Ontario, Canada. All centenarians who received home care and were assessed using the interRAI-Home Care Assessment instrument between 2007 and 2011 (n=1163) and all centenarians who resided in LTCFs between 2005 and 2011 who were assessed using the interRAI Minimum Data Set (MDS 2.0) (n=2228) were included in this study. Bivariate analyses described the centenarian population while K-means clustering analyses were utilized to identify relatively homogeneous subgroups within this heterogeneous population. The 3391 centenarians were aged 100 to 114 (mean age 101.5years ±1.9 SD) and the majority were women (84.7%). Commonly reported deficits included cognitive impairment, physical impairment, and bladder problems. Centenarians residing in LTCFs were significantly more likely than centenarians receiving home care services to report cognitive or functional impairment, or to exhibit symptoms of depression. The commonalities and uniqueness of four clusters of centenarians are described. Although there is great variability, there is also commonality within the centenarian population. Recognizing patterns within the heterogeneity of centenarians is key to providing high-quality person-centered care and to targeting health promotion and intervention strategies.
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Affiliation(s)
- Shannon Freeman
- School of Nursing, University of Northern British Columbia, 3333 University Way, Prince George, BC V2N 4Z9, Canada.
| | - Joshua J Armstrong
- Department of Health Sciences, Lakehead University, 955 Oliver Road, Thunder Bay, ON P7B 5E1, Canada.
| | - Suzanne L Tyas
- School of Public Health and Health Systems, University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1, Canada.
| | - Eva Neufeld
- Centre for Rural and Northern Health Research, Laurentian University, 935 Ramsey Lake Road, Sudbury, ON P3E 2C6, Canada
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25
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Ioannidis G, Jantzi M, Bucek J, Adachi JD, Giangregorio L, Hirdes J, Pickard L, Papaioannou A. Development and validation of the Fracture Risk Scale (FRS) that predicts fracture over a 1-year time period in institutionalised frail older people living in Canada: an electronic record-linked longitudinal cohort study. BMJ Open 2017; 7:e016477. [PMID: 28864698 PMCID: PMC5588955 DOI: 10.1136/bmjopen-2017-016477] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
OBJECTIVES To develop and validate our Fracture Risk Scale (FRS) over a 1-year time period, using the long-term care (LTC) Resident Assessment Instrument Minimum Data Set Version 2.0 (RAI-MDS 2.0). DESIGN A retrospective cohort study. SETTING LTC homes in Ontario, Canada. PARTICIPANTS Older adults who were admitted to LTC and received a RAI-MDS 2.0 admission assessment between 2006 and 2010. RESULTS A total of 29 848 LTC residents were enrolled in the study. Of these 22 386 were included in the derivation dataset and 7462 individual were included in the validation dataset. Approximately 2/3 of the entire sample were women and 45% were 85 years of age or older. A total of 1553 (5.2%) fractures were reported over the 1-year time period. Of these, 959 (61.8%) were hip fractures. Following a hip fracture, 6.3% of individuals died in the emergency department or as an inpatient admission and did not return to their LTC home. Using decision tree analysis, our final outcome scale had eight risk levels of differentiation. The percentage of individuals with a hip fracture ranged from 0.6% (lowest risk level) to 12.6% (highest risk level). The area under the curve of the outcome scale was similar for the derivation (0.67) and validation (0.69) samples, and the scale exhibited a good level of consistency. CONCLUSIONS Our FRS predicts hip fracture over a 1-year time period and should be used as an aid to support clinical decisions in the care planning of LTC residents. Future research should focus on the transformation of our scale to a Clinical Assessment Protocol and to assess the FRS in other healthcare settings.
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Affiliation(s)
- George Ioannidis
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
- Geriatric Education and Research in Ageing Sciences Centre, Hamilton, Ontario, Canada
| | - Micaela Jantzi
- Department of Health Studies and Gerontology, University of Waterloo, Waterloo, Ontario, Canada
| | - Jenn Bucek
- Department of Health Studies and Gerontology, University of Waterloo, Waterloo, Ontario, Canada
| | - Jonathan D Adachi
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
- Geriatric Education and Research in Ageing Sciences Centre, Hamilton, Ontario, Canada
| | - Lora Giangregorio
- Department of Kinesiology, University of Waterloo, Waterloo, Ontario, Canada
| | - John Hirdes
- Department of Health Studies and Gerontology, University of Waterloo, Waterloo, Ontario, Canada
| | - Laura Pickard
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
- Geriatric Education and Research in Ageing Sciences Centre, Hamilton, Ontario, Canada
| | - Alexandra Papaioannou
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
- Geriatric Education and Research in Ageing Sciences Centre, Hamilton, Ontario, Canada
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26
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Panza F, Solfrizzi V, Lozupone M, Barulli MR, D'Urso F, Stallone R, Dibello V, Noia A, Di Dio C, Daniele A, Bellomo A, Seripa D, Greco A, Logroscino G. An Old Challenge with New Promises: A Systematic Review on Comprehensive Geriatric Assessment in Long-Term Care Facilities. Rejuvenation Res 2017. [PMID: 28635539 DOI: 10.1089/rej.2017.1964] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Comprehensive geriatric assessment (CGA) is a multidimensional and multidisciplinary diagnostic process focused on determining the clinical profile, pathological risk, residual skills, short- and long-term prognosis, and personalized therapeutic and care plan of the functionally compromised and frail older subjects. Previous evidence suggested that the effectiveness of CGA programs may be influenced by settings where the CGA is performed [i.e., hospital, posthospital discharge/long-term care facilities (LTCFs), or community/home] as well as the specific clinical conditions of older frail individuals. In this scenario, CGA and quality of care in LTCFs have been a challenge for decades. In the present article, we systematically reviewed evidence from the last three decades of clinical research devoted to systematic implementation of CGA programs in LTCFs, that is, nursing homes, care homes, residential homes, and rehabilitation facilities. In the United States, all LTC residents must undergo a CGA on a regular basis on admission to a facility, prompting the development of the Resident Assessment Instrument (RAI) Minimum Data Set, a specific CGA-based assessment tool in this population. In the LTCF setting, the present reviewed evidence suggested that most complex older subjects may benefit from a CGA in terms of improved quality of care and reduced hospitalization events and that CGA must be standardized across healthcare settings to promote greater health system integration and coordination. In the LTCF setting, particularly in nursing homes, other new and promising CGA programs have also been proposed to develop rapid screening CGA-based tools to enhance in the future the ability of primary care physicians to recognize and treat geriatric syndromes in this setting. However, at present, the interRAI suite of instruments represented an integrated health information system that has the potential to provide person-centered information transcending healthcare settings.
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Affiliation(s)
- Francesco Panza
- 1 Neurodegenerative Disease Unit, Department of Basic Medicine, Neuroscience, and Sense Organs, University of Bari Aldo Moro , Bari, Italy .,2 Unit of Neurodegenerative Disease, Department of Clinical Research in Neurology, University of Bari "Aldo Moro" at "Pia Fondazione Card. G. Panico," Tricase, Lecce, Italy .,3 Geriatric Unit and Gerontology-Geriatrics Research Laboratory, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza , San Giovanni Rotondo, Foggia, Italy
| | - Vincenzo Solfrizzi
- 4 Geriatric Medicine-Memory Unit and Rare Disease Centre, University of Bari Aldo Moro , Bari, Italy
| | - Madia Lozupone
- 1 Neurodegenerative Disease Unit, Department of Basic Medicine, Neuroscience, and Sense Organs, University of Bari Aldo Moro , Bari, Italy
| | - Maria Rosaria Barulli
- 2 Unit of Neurodegenerative Disease, Department of Clinical Research in Neurology, University of Bari "Aldo Moro" at "Pia Fondazione Card. G. Panico," Tricase, Lecce, Italy
| | - Francesca D'Urso
- 5 Psychiatric Unit, Department of Clinical and Experimental Medicine, University of Foggia , Foggia, Italy
| | - Roberta Stallone
- 1 Neurodegenerative Disease Unit, Department of Basic Medicine, Neuroscience, and Sense Organs, University of Bari Aldo Moro , Bari, Italy
| | - Vittorio Dibello
- 6 Interdisciplinary Department of Medicine (DIM), Section of Dentistry, University of Bari Aldo Moro , Bari, Italy
| | - Alessia Noia
- 4 Geriatric Medicine-Memory Unit and Rare Disease Centre, University of Bari Aldo Moro , Bari, Italy
| | - Cristina Di Dio
- 2 Unit of Neurodegenerative Disease, Department of Clinical Research in Neurology, University of Bari "Aldo Moro" at "Pia Fondazione Card. G. Panico," Tricase, Lecce, Italy
| | - Antonio Daniele
- 7 Institute of Neurology, Catholic University of Sacred Heart , Rome, Italy
| | - Antonello Bellomo
- 5 Psychiatric Unit, Department of Clinical and Experimental Medicine, University of Foggia , Foggia, Italy
| | - Davide Seripa
- 3 Geriatric Unit and Gerontology-Geriatrics Research Laboratory, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza , San Giovanni Rotondo, Foggia, Italy
| | - Antonio Greco
- 3 Geriatric Unit and Gerontology-Geriatrics Research Laboratory, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza , San Giovanni Rotondo, Foggia, Italy
| | - Giancarlo Logroscino
- 1 Neurodegenerative Disease Unit, Department of Basic Medicine, Neuroscience, and Sense Organs, University of Bari Aldo Moro , Bari, Italy .,2 Unit of Neurodegenerative Disease, Department of Clinical Research in Neurology, University of Bari "Aldo Moro" at "Pia Fondazione Card. G. Panico," Tricase, Lecce, Italy
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27
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Liu W, Jao YL, Williams K. The association of eating performance and environmental stimulation among older adults with dementia in nursing homes: A secondary analysis. Int J Nurs Stud 2017; 71:70-79. [PMID: 28340390 PMCID: PMC5495475 DOI: 10.1016/j.ijnurstu.2017.03.004] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Revised: 03/02/2017] [Accepted: 03/08/2017] [Indexed: 11/21/2022]
Abstract
BACKGROUND Nursing home residents with dementia experience increased risk for compromised eating performance due to intrapersonal, interpersonal, and environmental factors. Environmental stimulation is physical, social, and/or sensory stimulation present in the environment that can potentially trigger individuals' emotion or motivate physical reactions. Beyond the personal factors, there is a lack of evidence on how environmental stimulation influences individuals' eating performance at mealtimes. OBJECTIVES This study examined the association between environmental stimulation and eating performance among nursing home residents with dementia. DESIGN This study was a secondary analysis using baseline videos selected from a communication intervention study, where videos were recorded to capture staff-resident interactions during care activities for nursing home residents with dementia. Videos were included in this study only if residents demonstrated eating activities at mealtimes. SAMPLE AND SETTING A total of 36 videos were selected (mean length=4min). The sample included 15 residents with dementia (mean age=86), and 19 certified nursing assistants (mean age=36) in 8 nursing homes. METHODS The dependent variable was eating performance as measured by the Level of Eating Independence scale (range: 15-36, with higher scores indicating better eating performance). The independent variables were characteristics of environmental stimulation measured by the Person-Environment Apathy Rating-Environment subscale (stimulation clarity, stimulation strength, stimulation specificity, interaction involvement, physical accessibility, and environmental feedback). Each characteristic was rated on a 1-4 scale with higher scores indicating more desirable environmental stimulation. Multilevel models were used to examine the association between eating performance and environmental stimulation, adjusting for resident characteristics (i.e., age, gender, dementia stage, function, comorbidity, psychoactive medication use) and nesting effects of residents and staff. RESULTS Resident participants demonstrated moderate levels of eating performance (M=27.08, SD=5.16). Eating performance was significantly lower among older residents, those with more advanced dementia, and higher comorbidity. After controlling for resident characteristics, eating performance was significantly associated with stimulation specificity (how the stimulation is delivered and tailored to the resident), and was not associated with other environmental stimulation characteristics. For each 1 point increase in stimulation specificity, eating performance increased by 8.78 points (95% CI=0.59, 16.97). CONCLUSIONS Environmental stimulation that is personally tailored to a resident' needs and preferences and directly offered to a resident contributed to better eating performance among residents with dementia. The findings will direct future development and implementation of person-directed mealtime care programs and dining environment arrangements for residents with dementia in nursing homes.
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Affiliation(s)
- Wen Liu
- The University of Iowa, College of Nursing, 432 CNB, 50 Newton Road, Iowa City, IA, 52242, USA.
| | - Ying-Ling Jao
- Pennsylvania State University, College of Nursing, University Park, PA, USA
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28
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Mor V, Volandes AE, Gutman R, Gatsonis C, Mitchell SL. PRagmatic trial Of Video Education in Nursing homes: The design and rationale for a pragmatic cluster randomized trial in the nursing home setting. Clin Trials 2017; 14:140-151. [PMID: 28068789 PMCID: PMC5376219 DOI: 10.1177/1740774516685298] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background/Aims Nursing homes are complex healthcare systems serving an increasingly sick population. Nursing homes must engage patients in advance care planning, but do so inconsistently. Video decision support tools improved advance care planning in small randomized controlled trials. Pragmatic trials are increasingly employed in health services research, although not commonly in the nursing home setting to which they are well-suited. This report presents the design and rationale for a pragmatic cluster randomized controlled trial that evaluated the "real world" application of an Advance Care Planning Video Program in two large US nursing home healthcare systems. Methods PRagmatic trial Of Video Education in Nursing homes was conducted in 360 nursing homes (N = 119 intervention/N = 241 control) owned by two healthcare systems. Over an 18-month implementation period, intervention facilities were instructed to offer the Advance Care Planning Video Program to all patients. Control facilities employed usual advance care planning practices. Patient characteristics and outcomes were ascertained from Medicare Claims, Minimum Data Set assessments, and facility electronic medical record data. Intervention adherence was measured using a Video Status Report embedded into electronic medical record systems. The primary outcome was the number of hospitalizations/person-day alive among long-stay patients with advanced dementia or cardiopulmonary disease. The rationale for the approaches to facility randomization and recruitment, intervention implementation, population selection, data acquisition, regulatory issues, and statistical analyses are discussed. Results The large number of well-characterized candidate facilities enabled several unique design features including stratification on historical hospitalization rates, randomization prior to recruitment, and 2:1 control to intervention facilities ratio. Strong endorsement from corporate leadership made randomization prior to recruitment feasible with 100% participation of facilities randomized to the intervention arm. Critical regulatory issues included minimal risk determination, waiver of informed consent, and determination that nursing home providers were not engaged in human subjects research. Intervention training and implementation were initiated on 5 January 2016 using corporate infrastructures for new program roll-out guided by standardized training elements designed by the research team. Video Status Reports in facilities' electronic medical records permitted "real-time" adherence monitoring and corrective actions. The Centers for Medicare and Medicaid Services Virtual Research Data Center allowed for rapid outcomes ascertainment. Conclusion We must rigorously evaluate interventions to deliver more patient-focused care to an increasingly frail nursing home population. Video decision support is a practical approach to improve advance care planning. PRagmatic trial Of Video Education in Nursing homes has the potential to promote goal-directed care among millions of older Americans in nursing homes and establish a methodology for future pragmatic randomized controlled trials in this complex healthcare setting.
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Affiliation(s)
- Vincent Mor
- Center for Gerontology and Healthcare Research, Department of Health Services, Policy, and Practice, School of Public Health, Brown University, Providence, RI, USA
- Providence Veterans Administration Medical Center, Center of Innovation in Health Services Research and Development Service, Providence, RI, USA
| | - Angelo E Volandes
- Massachusetts General Hospital, Section of General Medicine, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Roee Gutman
- Department of Biostatistics, School of Public Health, Brown University, Providence, RI, USA
| | - Constantine Gatsonis
- Department of Biostatistics, School of Public Health, Brown University, Providence, RI, USA
- Center for Statistical Sciences, School of Public Health, Brown University, Providence, RI, USA
| | - Susan L Mitchell
- Harvard Medical School, Boston, MA, USA
- Hebrew SeniorLife, Institute for Aging Research, Boston, MA, USA
- Beth Israel Deaconess Medical Center, Department of Medicine, Boston, MA, USA
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29
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Pilotto A, Cella A, Pilotto A, Daragjati J, Veronese N, Musacchio C, Mello AM, Logroscino G, Padovani A, Prete C, Panza F. Three Decades of Comprehensive Geriatric Assessment: Evidence Coming From Different Healthcare Settings and Specific Clinical Conditions. J Am Med Dir Assoc 2017; 18:192.e1-192.e11. [DOI: 10.1016/j.jamda.2016.11.004] [Citation(s) in RCA: 235] [Impact Index Per Article: 29.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Revised: 11/04/2016] [Accepted: 11/07/2016] [Indexed: 12/27/2022]
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30
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Wodchis WP, Fries BE, Hirth RA. The Effect of Medicare's Prospective Payment System on Discharge Outcomes of Skilled Nursing Facility Residents. INQUIRY: The Journal of Health Care Organization, Provision, and Financing 2016; 41:418-34. [PMID: 15835600 DOI: 10.5034/inquiryjrnl_41.4.418] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
In July 1998, the Centers for Medicare and Medicaid Services (CMS) changed the payment method for Medicare (Part A) skilled nursing facility (SNF) care from a cost-based system to a prospective payment system (PPS). Unlike the previous cost-based payment system, PPS restricts skilled nursing facility payment to pre-determined levels. CMS also reduced the total payments to SNFs coincident with PPS implementation. These changes might reduce quality of care at skilled nursing facilities and could be reflected in resident discharge patterns. The present study examines the effect of the 1998 policy change on resident discharge outcomes. The results indicate that PPS reduced the relative risk of discharge to home and to death for Medicare residents (compared to non-Medicare residents) and had no significant effect on hospitalizations or transfers.
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Affiliation(s)
- Walter P Wodchis
- Toronto Rehabilitation Institute, Queen Elizabeth Centre, 130 Dunn Ave., Toronto, Ontario M6K 2R7.
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31
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Freeman S, Spirgiene L, Martin-Khan M, Hirdes JP. Relationship between restraint use, engagement in social activity, and decline in cognitive status among residents newly admitted to long-term care facilities. Geriatr Gerontol Int 2016; 17:246-255. [DOI: 10.1111/ggi.12707] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/10/2015] [Indexed: 11/28/2022]
Affiliation(s)
- Shannon Freeman
- School of Health Sciences; University of Northern British Columbia; Prince George British Columbia Canada
| | - Lina Spirgiene
- Department of Nursing and Care; Lithuanian University of Health Sciences; Kaunas Lithuania
| | - Melinda Martin-Khan
- Center for Research in Geriatric Medicine; The University of Queensland School of Medicine; Princess Alexandra Hospital; Woolloongabba Queensland Australia
| | - John P Hirdes
- School of Public Health and Health Systems; University of Waterloo; Waterloo Ontario Canada
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Siebens H, Kelly N, Pu C. The Domain Management Model: A Tool to Help Organize Care of Stroke Survivors in Skilled Nursing Facilities. Top Stroke Rehabil 2015; 9:60-74. [PMID: 14523708 DOI: 10.1310/2dwk-yhxg-ev7w-wknw] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
More rehabilitative care takes place in nursing homes than in any other setting. Skilled nursing facilities (SNFs) face increasing challenges in delivering stroke rehabilitation care. The Domain Management Model (DMM) organizes care of stroke survivors by identifying four critical domains that include all problems patients and families may face. Problems identified through the Minimum Data Set and Resident Assessment Protocols can be organized by the domains as well. In the SNF setting, the DMM can help organize rehabilitation care by assisting in the identification of all relevant clinical problems and by serving as a structured format for team meetings, problem management, and discharge summaries.
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Affiliation(s)
- Hilary Siebens
- Physical Medicine and Rehabilitation Service and Geriatric Medicine Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
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Resident Assessment Instrument in der Schweiz. Z Gerontol Geriatr 2015; 48:114-20. [DOI: 10.1007/s00391-015-0864-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2015] [Accepted: 01/14/2015] [Indexed: 10/24/2022]
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Grebe C, Brandenburg H. [Resident assessment instrument. Application options and relevance for Germany]. Z Gerontol Geriatr 2015; 48:105-13. [PMID: 25676014 DOI: 10.1007/s00391-015-0855-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2014] [Accepted: 01/12/2015] [Indexed: 11/29/2022]
Abstract
The Resident Assessment Instrument (RAI) is a structured and standardized instrument to improve the quality of long-term care. It is based on the Minimum Data Set (MDS) 3.0 to generate clinical data for nursing planning. Further practical applications are calculation of the costs of nursing care (using a classification of residents), measurement and transparency of nursing home quality (using quality indicators) and epidemiological surveys (using uniform data from assessments). The RAI is used nationwide in the USA, to some extent in other countries and in Germany predominantly in the context of research. The paper briefly describes the historical development of the different RAI variations (particularly with respect to the MDS), presents the central utilization options and ends with a critical discussion of possibilities and limits of the RAI.
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Affiliation(s)
- Christian Grebe
- Institut für Bildungs- und Versorgungsforschung im Gesundheitsbereich (InBVG), Fachhochschule Bielefeld, Werner- Bock- Str. 36, 33602, Bielefeld, Deutschland,
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Grabowski DC, O'Malley AJ, Afendulis CC, Caudry DJ, Elliot A, Zimmerman S. Culture change and nursing home quality of care. THE GERONTOLOGIST 2014; 54 Suppl 1:S35-45. [PMID: 24443604 DOI: 10.1093/geront/gnt143] [Citation(s) in RCA: 80] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
PURPOSE OF THE STUDY Culture change models are intended to improve the quality of life for nursing home residents, but the impact of these models on quality of care is unknown. We evaluated the impact of the implementation of nursing home culture change on the quality of care, as measured by staffing, health-related survey deficiencies, and Minimum Data Set (MDS) quality indicators. DESIGN AND METHODS From the Pioneer Network, we have data on whether facilities were identified by experts as "culture change" providers in 2004 and 2009. Using administrative data, we employed a panel-based regression approach in which we compared pre-post quality outcomes in facilities adopting culture change between 2004 and 2009 against pre-post quality outcomes for a propensity score-matched comparison group of nonadopters. RESULTS Nursing homes that were identified as culture change adopters exhibited a 14.6% decrease in health-related survey deficiency citations relative to comparable nonadopting homes, while experiencing no significant change in nurse staffing or various MDS quality indicators. IMPLICATIONS This research represents the first large-scale longitudinal evaluation of the association of culture change and nursing home quality of care. Based on the survey deficiency results, nursing homes that were identified as culture change adopters were associated with better care although the surveyors were not blind to the nursing home's culture change efforts. This finding suggests culture change may have the potential to improve MDS-based quality outcomes, but this has not yet been observed.
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Affiliation(s)
- David C Grabowski
- *Address correspondence to David C. Grabowski, Harvard Medical School, Department of Health Care Policy, 180 Longwood Avenue, Boston, MA 02115-5899. E-mail:
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Improving quality of life in nursing homes: the structured resident interview approach. J Aging Res 2014; 2014:892679. [PMID: 25371822 PMCID: PMC4209834 DOI: 10.1155/2014/892679] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Revised: 09/16/2014] [Accepted: 09/17/2014] [Indexed: 11/17/2022] Open
Abstract
The quality of life (QOL) of the approximately 1.5 million nursing facility (NF) residents in the US is undoubtedly lower than desired by residents, families, providers, and policy makers. Although there have been important advances in defining and measuring QOL for this population, there is a need for interventions that are tied to standardized measurement and quality improvement programs. This paper describes the development and testing of a structured, tailored assessment and care planning process for improving the QOL of nursing home residents. The Quality of Life Structured Resident Interview and Care Plan (QOL.SRI/CP) builds on a decade of research on measuring QOL and is designed to be easily implemented in any US nursing home. The approach was developed through extensive and iterative pilot testing and then tested in a randomized controlled trial in three nursing homes. Residents were randomly assigned to receive the assessment alone or both the assessment and an individualized QOL care plan task. The results show that residents assigned to the intervention group experienced improved QOL at 90- and 180-day follow-up, while QOL of residents in the control group was unchanged.
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Hermans K, De Almeida Mello J, Spruytte N, Cohen J, Van Audenhove C, Declercq A. A Comparative Analysis of Comprehensive Geriatric Assessments for Nursing Home Residents Receiving Palliative Care: A Systematic Review. J Am Med Dir Assoc 2014; 15:467-476. [DOI: 10.1016/j.jamda.2014.01.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2013] [Revised: 12/05/2013] [Accepted: 01/03/2014] [Indexed: 10/25/2022]
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Lee JS, Auyeung TW, Chau PP, Hui E, Chan F, Chi I, Woo J. Obesity Can Benefit Survival—A 9-Year Prospective Study in 1614 Chinese Nursing Home Residents. J Am Med Dir Assoc 2014; 15:342-8. [DOI: 10.1016/j.jamda.2013.12.081] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2013] [Revised: 10/10/2013] [Accepted: 12/23/2013] [Indexed: 11/25/2022]
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Kleijer BC, van Marum RJ, Frijters DHM, Jansen PAF, Ribbe MW, Egberts ACG, Heerdink ER. Variability between nursing homes in prevalence of antipsychotic use in patients with dementia. Int Psychogeriatr 2014; 26:363-71. [PMID: 24252349 DOI: 10.1017/s1041610213002019] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Antipsychotic drugs (APD) are widely prescribed for people with dementia residing in long term care facilities (LTCFs). Concern has been expressed that such prescribing is largely inappropriate. The objective of this study is to examine if differences in facility-level prevalence of APD use in a sample of LTCFs for patients with dementia can be explained by patient and facility-related characteristics. METHODS A point prevalence study was conducted using data from the VU University Resident Assessment Instrument (VURAI) database from nursing homes and residential care facilities in the Netherlands. Patients were selected who had a diagnosis of dementia. LTCF and patient characteristics were extracted from the VURAI; facility-level resident satisfaction surveys were provided by the National Institute for Public Health. RESULTS In total, 20 LTCFs providing care for 1,090 patients with dementia were investigated. Overall, 31% of patients used an APD. In facilities with a high prevalence of APD use behavioral symptoms were present in 62% of their patients. In facilities with medium APD use behavioral problems remained frequent (57%), and in facilities with low prevalence of APD use 54% of the patients had behavioral symptoms. Facilities with a high prevalence of APD use were often large, situated in urban communities, and scored below average on staffing, personal care, and recreational activities. CONCLUSIONS There was considerable variation between the participating LTCFs in the prevalence of APD use. Variability was related to LTCF characteristics and patient satisfaction. This indicates potential inappropriate prescribing because of differences in institutional prescribing culture.
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Affiliation(s)
| | - Rob J van Marum
- Geriatric Department, Jeroen Bosch Hospital, 's-Hertogenbosch, the Netherlands
| | - Dinnus H M Frijters
- Department of Nursing Home Medicine, VU University Medical Center, Amsterdam, the Netherlands
| | - Paul A F Jansen
- Department of Geriatrics, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Miel W Ribbe
- Department of Nursing Home Medicine, VU University Medical Center, Amsterdam, the Netherlands
| | - Antoine C G Egberts
- Department of Clinical Pharmacy, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Eibert R Heerdink
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands
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Rabinowitz T, Murphy KM, Nagle KJ, Bodor CI, Kennedy SM, Hirdes JP. Delirium: pathophysiology, recognition, prevention and treatment. Expert Rev Neurother 2014; 3:343-55. [DOI: 10.1586/14737175.3.3.343] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Lee YT, Tsai CF, Ouyang WC, Yang AC, Yang CH, Hwang JP. Daytime sleepiness: a risk factor for poor social engagement among the elderly. Psychogeriatrics 2013; 13:213-20. [PMID: 24289462 DOI: 10.1111/psyg.12020] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2011] [Revised: 08/13/2012] [Accepted: 04/29/2013] [Indexed: 11/29/2022]
Abstract
BACKGROUND The aim of this study was to investigate the relationship between social engagement and daytime sleepiness among aged residents of a veterans' housing facility in Taiwan. METHODS A total of 597 men were enrolled in this cross-sectional study. Each subject was assessed with the Resident Assessment Instrument-Minimum Data Set, Geriatric Depression Scale, Pittsburgh Sleep Quality Index, and Mini-Mental State Examination. Social engagement was measured with the Index of Social Engagement (ISE), and daytime sleepiness was defined according to the relevant Pittsburgh Sleep Quality Index subcomponent. Subjects were divided into two groups according to their ISE levels. A multivariate logistic regression model was used to examine the association between ISE and other variables. RESULTS The sample's mean age was 80.8 ± 5.0 years (range: 65-99 years). Mean ISE score was 1.5 ± 1.3 (range 0-5), with 52% of participants reporting poor social engagement (ISE = 0-1). Mean Pittsburgh Sleep Quality Index global score was 5.6 ± 3.6 (range: 0-18), and 31% of participants reported daytime sleepiness. The analysis was adjusted for level of depression, cognitive impairment, dependence in activities of daily life, unsettled relationships, and illiteracy. After adjustment, daytime sleepiness was found to be independently associated with subjects' level of social engagement (odds ratio: 2.5; 95% confidence interval: 1.7-3.8; P < 0.001). CONCLUSIONS Daytime sleepiness and poor social engagement are common among aged residents of a veterans' housing facility. Subjects experiencing daytime sleepiness but not poor general sleep quality were at increased risk of poor social engagement. The clinical care of older residents must focus on improving daytime sleepiness to enhance their social engagement.
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Affiliation(s)
- Yao-Tung Lee
- Department of Psychiatry, Taipei Veterans General Hospital, New Taipei City, Taiwan; Department of Psychiatry, Shuang Ho Hospital, New Taipei City, Taiwan
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Abstract
ABSTRACTPerson-centred approaches in long-term care focus on providing holistic care to residents in order to improve quality of life, enhance resident wellbeing and autonomy, and mitigate behavioural and/or other symptoms. The results of research on person-centred approaches to care are mixed, with very few high-quality empirical studies examining resident outcomes specifically. The purpose of this investigation was to examine a person-centred care programme implemented in three Canadian long-term care facilities to determine its effect on resident outcomes, approach to care and maintenance of the programme three years after implementation. Using the Resident Assessment Instrument Minimum Data Set (RAI-MDS) scale scores and quality indicators, we retrospectively examined resident outcomes before, after and six months following the initiation of the programme using three additional facilities as control. We did not find any effects on resident outcomes. Focus group interviews with facility staff revealed no systematic differences between the programme and control facilities in their approach to care. All facilities supported aspects of a person-centred philosophy. Focus group interview data from the programme facilities indicated partial maintenance in two facilities and more complete maintenance in one facility. Although staff members supported the programme, implementation and maintenance proved difficult and effectiveness on resident outcomes was not indicated in this research. Additional controlled studies are needed.
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Harms S, Bliss DZ, Garrard J, Cunanan K, Savik K, Gurvich O, Mueller C, Wyman JF, Eberly L, Virnig B. Prevalence of pressure ulcers by race and ethnicity for older adults admitted to nursing homes. J Gerontol Nurs 2013; 40:20-6. [PMID: 24219072 DOI: 10.3928/00989134-20131028-04] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2013] [Accepted: 06/25/2013] [Indexed: 11/20/2022]
Abstract
Little is known about the prevalence of pressure ulcers (PUs) among racial and ethnic groups of older individuals admitted to nursing homes (NHs). NHs admitting higher percentages of minority individuals may face resource challenges for groups with more PUs or ones of greater severity. This study examined the prevalence of PUs (Stages 2 to 4) among older adults admitted to NHs by race and ethnicity at the individual, NH, and regional levels. Results show that the prevalence of PUs in Black older adults admitted to NHs was greater than that in Hispanic older adults, which were both greater than in White older adults. The PU rate among admissions of Black individuals was 1.7 times higher than White individuals. A higher prevalence of PUs was observed among NHs with a lower percentage of admissions of White individuals. [Journal of Gerontological Nursing, 40(3), 20-26.].
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Bliss DZ, Harms S, Garrard JM, Cunanan K, Savik K, Gurvich O, Mueller C, Wyman JF, Eberly LE, Virnig B. Prevalence of incontinence by race and ethnicity of older people admitted to nursing homes. J Am Med Dir Assoc 2013; 14:451.e1-7. [PMID: 23623144 PMCID: PMC3690176 DOI: 10.1016/j.jamda.2013.03.007] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2012] [Revised: 03/06/2013] [Accepted: 03/06/2013] [Indexed: 11/15/2022]
Abstract
OBJECTIVE While admissions of minorities to nursing homes (NHs) are increasing and prevalence of incontinence in NHs remains high, little is known about incontinence among racial-ethnic groups of NH admissions other than blacks. The purpose of this study was to describe the prevalence of incontinence among older adults admitted to NHs by race/ethnicity at three levels of measurement: individual resident, NH, and Census division. DESIGN Cross-sectional and descriptive. PARTICIPANTS AND SETTING Admissions of persons age 65 or older to 1 of 457 NHs of a national, for-profit chain over 3 years 2000-2002 (n = 111,640 residents). METHODS Data sources were the Minimum Data Set v. 2.0 and 2000 US Census. Prevalence of the following definitions of incontinence was analyzed: Only Urinary Incontinence (UI), Only Fecal Incontinence (FI), Dual Incontinence (DI; UI and FI), Any UI (UI with or without FI), Any FI (FI with or without UI), and Any Incontinence (UI and/or FI and/or DI). RESULTS Asian patients, black patients, and Hispanic patients had a higher prevalence of Any Incontinence (67%, 66%, and 58%, respectively) compared to white patients (48%) and American Indian patients (46%). At the NH level, all prevalence measures of incontinence (except Only UI) appear to trend in the opposite direction from the percentage of NH admissions who were white. Among Asian and white patients, there was a higher prevalence of all types of incontinence in men compared with women except for Only UI. Among Census divisions, the prevalence of all types of incontinence, except Only UI, was lowest in the 2 divisions with the highest percentage of white admissions to their NHs. CONCLUSIONS NHs admitting more racial/ethnic minorities may be faced with managing more incontinence and needing additional staffing resources. The association of the prevalence of most types of incontinence with the race/ethnicity of NH admissions at all levels of measurement lend support to the growing evidence that contextual factors beyond individual resident characteristics may contribute to NH differences.
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Affiliation(s)
- Donna Z Bliss
- University of Minnesota School of Nursing, Minneapolis, MN 55455, USA.
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Kihlgren A, Wimo A, Mamhidir AG. Older patients referred by community nurses to emergency departments - a descriptive cross-sectional follow-up study in a Swedish context. Scand J Caring Sci 2013; 28:97-103. [DOI: 10.1111/scs.12044] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2012] [Accepted: 03/09/2013] [Indexed: 11/28/2022]
Affiliation(s)
- Annica Kihlgren
- School of Health and Medical Sciences; Örebro University; Örebro Sweden
| | - Anders Wimo
- Department of Neurobiology, Caring Sciences and Society; KI-Alzheimer Disease Research Center (KI-ADRC); Karolinska Institute; Stockholm Sweden
| | - Anna-Greta Mamhidir
- Department of Health and Caring Sciences; Faculty of Health and Occupational Studies; University of Gävle; Gävle Sweden
- Department of Public Health and Caring Sciences; Uppsala University; Uppsala Sweden
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Hirdes JP, Poss JW, Caldarelli H, Fries BE, Morris JN, Teare GF, Reidel K, Jutan N. An evaluation of data quality in Canada's Continuing Care Reporting System (CCRS): secondary analyses of Ontario data submitted between 1996 and 2011. BMC Med Inform Decis Mak 2013; 13:27. [PMID: 23442258 PMCID: PMC3599184 DOI: 10.1186/1472-6947-13-27] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2012] [Accepted: 02/11/2013] [Indexed: 11/12/2022] Open
Abstract
Background Evidence informed decision making in health policy development and clinical practice depends on the availability of valid and reliable data. The introduction of interRAI assessment systems in many countries has provided valuable new information that can be used to support case mix based payment systems, quality monitoring, outcome measurement and care planning. The Continuing Care Reporting System (CCRS) managed by the Canadian Institute for Health Information has served as a data repository supporting national implementation of the Resident Assessment Instrument (RAI 2.0) in Canada for more than 15 years. The present paper aims to evaluate data quality for the CCRS using an approach that may be generalizable to comparable data holdings internationally. Methods Data from the RAI 2.0 implementation in Complex Continuing Care (CCC) hospitals/units and Long Term Care (LTC) homes in Ontario were analyzed using various statistical techniques that provide evidence for trends in validity, reliability, and population attributes. Time series comparisons included evaluations of scale reliability, patterns of associations between items and scales that provide evidence about convergent validity, and measures of changes in population characteristics over time. Results Data quality with respect to reliability, validity, completeness and freedom from logical coding errors was consistently high for the CCRS in both CCC and LTC settings. The addition of logic checks further improved data quality in both settings. The only notable change of concern was a substantial inflation in the percentage of long term care home residents qualifying for the Special Rehabilitation level of the Resource Utilization Groups (RUG-III) case mix system after the adoption of that system as part of the payment system for LTC. Conclusions The CCRS provides a robust, high quality data source that may be used to inform policy, clinical practice and service delivery in Ontario. Only one area of concern was noted, and the statistical techniques employed here may be readily used to target organizations with data quality problems in that (or any other) area. There was also evidence that data quality was good in both CCC and LTC settings from the outset of implementation, meaning data may be used from the entire time series. The methods employed here may continue to be used to monitor data quality in this province over time and they provide a benchmark for comparisons with other jurisdictions implementing the RAI 2.0 in similar populations.
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Affiliation(s)
- John P Hirdes
- School of Public Health and Health Systems, University of Waterloo, 200 University Avenue West, N2L 3G1, Waterloo, ON, Canada.
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Perlman CM, Hirdes JP, Barbaree H, Fries BE, McKillop I, Morris JN, Rabinowitz T. Development of mental health quality indicators (MHQIs) for inpatient psychiatry based on the interRAI mental health assessment. BMC Health Serv Res 2013; 13:15. [PMID: 23305286 PMCID: PMC3560122 DOI: 10.1186/1472-6963-13-15] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2012] [Accepted: 01/07/2013] [Indexed: 11/10/2022] Open
Abstract
Background Outcome quality indicators are rarely used to evaluate mental health services because most jurisdictions lack clinical data systems to construct indicators in a meaningful way across mental health providers. As a result, important information about the effectiveness of health services remains unknown. This study examined the feasibility of developing mental health quality indicators (MHQIs) using the Resident Assessment Instrument - Mental Health (RAI-MH), a clinical assessment system mandated for use in Ontario, Canada as well as many other jurisdictions internationally. Methods Retrospective analyses were performed on two datasets containing RAI-MH assessments for 1,056 patients from 7 facilities and 34,788 patients from 70 facilities in Ontario, Canada. The RAI-MH was completed by clinical staff of each facility at admission and follow-up, typically at discharge. The RAI-MH includes a breadth of information on symptoms, functioning, socio-demographics, and service utilization. Potential MHQIs were derived by examining the empirical patterns of improvement and incidence in depressive symptoms and cognitive performance across facilities in both sets of data. A prevalence indicator was also constructed to compare restraint use. Logistic regression was used to evaluate risk adjustment of MHQIs using patient case-mix index scores derived from the RAI-MH System for Classification of Inpatient Psychiatry. Results Subscales from the RAI-MH, the Depression Severity Index (DSI) and Cognitive Performance Scale (CPS), were found to have good reliability and strong convergent validity. Unadjusted rates of five MHQIs based on the DSI, CPS, and restraints showed substantial variation among facilities in both sets of data. For instance, there was a 29.3% difference between the first and third quartile facility rates of improvement in cognitive performance. The case-mix index score was significantly related to MHQIs for cognitive performance and restraints but had a relatively small impact on adjusted rates/prevalence. Conclusions The RAI-MH is a feasible assessment system for deriving MHQIs. Given the breadth of clinical content on the RAI-MH there is an opportunity to expand the number of MHQIs beyond indicators of depression, cognitive performance, and restraints. Further research is needed to improve risk adjustment of the MHQIs for their use in mental health services report card and benchmarking activities.
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Affiliation(s)
- Christopher M Perlman
- School of Public Health and Health Systems, University of Waterloo, 200 University Ave West, Waterloo N2L 3G1, Canada.
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Cummings GG, Reid RC, Estabrooks CA, Norton PG, Cummings GE, Rowe BH, Abel SL, Bissell L, Bottorff JL, Robinson CA, Wagg A, Lee JS, Lynch SL, Masaoud E. Older Persons' Transitions in Care (OPTIC): a study protocol. BMC Geriatr 2012; 12:75. [PMID: 23241360 PMCID: PMC3570479 DOI: 10.1186/1471-2318-12-75] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2012] [Accepted: 11/30/2012] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Changes in health status, triggered by events such as infections, falls, and geriatric syndromes, are common among nursing home (NH) residents and necessitate transitions between NHs and Emergency Departments (EDs). During transitions, residents frequently experience care that is delayed, unnecessary, not evidence-based, potentially unsafe, and fragmented. Furthermore, a high proportion of residents and their family caregivers report substantial unmet needs during transitions. This study is part of a program of research whose overall aim is to improve quality of care for frail older adults who reside in NHs. The purpose of this study is to identify successful transitions from multiple perspectives and to identify organizational and individual factors related to transition success, in order to inform improvements in care for frail elderly NH residents during transitions to and from acute care. Specific objectives are to: 1. define successful and unsuccessful elements of transitions from multiple perspectives; 2. develop and test a practical tool to assess transition success; 3. assess transition processes in a discrete set of transfers in two study sites over a one year period; 4. assess the influence of organizational factors in key practice locations, e.g., NHs, emergency medical services (EMS), and EDs, on transition success; and 5. identify opportunities for evidence-informed management and quality improvement decisions related to the management of NH - ED transitions. METHODS/DESIGN This is a mixed-methods observational study incorporating an integrated knowledge translation (IKT) approach. It uses data from multiple levels (facility, care unit, individual) and sources (healthcare providers, residents, health records, and administrative databases). DISCUSSION Key to study success is operationalizing the IKT approach by using a partnership model in which the OPTIC governance structure provides for team decision-makers and researchers to participate equally in developing study goals, design, data collection, analysis and implications of findings. As preliminary and ongoing study findings are developed, their implications for practice and policy in study settings will be discussed by the research team and shared with study site administrators and staff. The study is designed to investigate the complexities of transitions and to enhance the potential for successful and sustained improvement of these transitions.
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Affiliation(s)
- Greta G Cummings
- Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
- Faculty of Nursing, Edmonton Clinic Health Academy, University of Alberta, 11405-87 Ave, Edmonton, AB, T6G 0C1, Canada
| | - R Colin Reid
- School of Health and Exercise Sciences, University of British Columbia’s Okanagan campus, Kelowna, BC, Canada
| | | | - Peter G Norton
- Department of Family Medicine, Faculty of Medicine, University of Calgary, Calgary, AB, Canada
| | - Garnet E Cummings
- Department of Emergency Medicine, Faculty of Medicine and Dentistry and School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Brian H Rowe
- Department of Emergency Medicine, Faculty of Medicine and Dentistry and School of Public Health, University of Alberta, Edmonton, AB, Canada
| | | | - Laura Bissell
- School of Health and Exercise Sciences, University of British Columbia’s Okanagan campus, Kelowna, BC, Canada
| | - Joan L Bottorff
- School of Nursing, University of British Columbia’s Okanagan campus, Kelowna, BC, Canada
| | - Carole A Robinson
- School of Nursing, University of British Columbia’s Okanagan campus, Kelowna, BC, Canada
| | - Adrian Wagg
- Division of Geriatric Medicine, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Jacques S Lee
- Department of Emergency Services, Sunnybrook Health Sciences Center, Toronto, ON, Canada
| | - Susan L Lynch
- Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
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Palliative Care for Long-Term Care Residents: Effect on Clinical Outcomes. THE GERONTOLOGIST 2012; 53:874-80. [DOI: 10.1093/geront/gns154] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Good news and bad news: depressive symptoms decline and undertreatment increases with age in home care and institutional settings. Am J Geriatr Psychiatry 2012; 20:1045-56. [PMID: 21952123 DOI: 10.1097/jgp.0b013e3182331702] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Examination of prevalence of depressive symptoms among older persons in home care (HC) and complex continuing care (CCC) hospitals/units, factors associated with depressive symptoms in those settings, and rate of antidepressant use among older persons with depressive symptoms. DESIGN Observational study using data from interRAI assessments used in normal clinical practice. Logistic regression models were used to identify factors associated with depressive symptoms in the frail elderly and treatment approaches were described. SETTINGS Fourteen HC agencies and 134 CCC hospitals/units in Ontario, Canada. PARTICIPANTS Older persons (N = 191,9871) aged 65 years and older, including 114,497 persons from HC and 77,490 persons from CCC. MEASUREMENT Data were collected using Resident Assessment Instrument 2.0 (RAI 2.0) (1996-2004) in CCC and Resident Assessment Instrument for Home Care (RAI-HC) (2003-2004) in HC. RESULTS Prevalence of depressive symptoms among older HC enrollees was lower (12.0%) than in CCC (23.6%). It decreased significantly with age in HC (to about 6% in those older than 95 years) but there were not substantial age differences in CCC. Common factors associated with depressive symptoms in both types of care were cognitive impairment, instability of health, daily pain, disability in activities of daily living; however, advanced age lost its protective effect in CCC. Less than half of the persons in HC and CCC with depressive symptoms were treated with antidepressants and their use decreased with age. CONCLUSIONS Undertreatment of depressive symptoms among older persons remains a serious problem. Learning more about factors associated with depressive symptoms among the oldest old might improve detection and treatment of depression.
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