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Robert G, Niare D, Pennec S, Morand E, de Geyer L, Frin M, Hanslik T, Blanchon T, Morel V, Rossignol L. Cluster Analysis of Palliative Care Patients' Trajectories in Primary Care: Hospitalization Yes, but Home and Nursing Home Care Above All. J Palliat Med 2025. [PMID: 40248841 DOI: 10.1089/jpm.2024.0303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/19/2025] Open
Abstract
Background: Understanding the environment in which patients live at the end of their lives is essential to improving palliative care for these patients and their families. Objectives: We aimed to explore the different living places and trajectories of palliative care patients in the last three months of life in primary care and to identify patient characteristics associated with these trajectories. Methods: This retrospective national study was carried out among a population of adult patients who died a non-sudden death. The trajectories were modeled and classified using sequence analysis, optimal matching, and hierarchical ascendant clustering. Univariate and multivariate multinomial logistic regression compared patient characteristics associated with these trajectories. The focus was on primary care. Patients had to have spent at least one day at home or in a nursing home in the last three months before their death. The research took place between November 2020 and November 2021 in mainland France. Results: Three hundred adult patients were included in the study. Cluster analysis revealed three main trajectories during the last three months of life: "staying at home" (57%), "staying in a nursing home" (29%), and "moving from home to hospital" (14%). Dementia and having children limited hospitalization. Not having an informal caregiver and having dementia were associated with staying in a nursing home. Conclusions: Palliative care patients' living situations and transitions can be tracked using primary care practice data. This study highlights the unique needs of palliative care in home and nursing home settings. Additionally, factors such as dementia and family dynamics play a significant role in determining where patients live, which can help inform clinical practices and research strategies in palliative care.
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Affiliation(s)
- Guillaume Robert
- INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, IPLESP, Sorbonne Université, Paris, France
- Service de soins palliatifs, Centre Hospitalo-Universitaire de Rennes, Rennes, France
- Faculté de médecine, Université de Rennes, France
| | - Daouda Niare
- INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, IPLESP, Sorbonne Université, Paris, France
| | - Sophie Pennec
- Unité Direction, Institut national d'études démographiques (INED), Aubervilliers, France
- School of demography, The Australian National University, Acton, Canberra, Australian Capital Territory, Australia
| | - Elisabeth Morand
- Unité Direction, Institut national d'études démographiques (INED), Aubervilliers, France
| | - Loïc de Geyer
- Service de soins palliatifs, Centre Hospitalo-Universitaire de Rennes, Rennes, France
| | - Maguy Frin
- Service de soins palliatifs, Centre Hospitalo-Universitaire de Rennes, Rennes, France
| | - Thomas Hanslik
- INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, IPLESP, Sorbonne Université, Paris, France
| | - Thierry Blanchon
- INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, IPLESP, Sorbonne Université, Paris, France
| | - Vincent Morel
- Service de soins palliatifs, Centre Hospitalo-Universitaire de Rennes, Rennes, France
- Faculté de médecine, Université de Rennes, France
| | - Louise Rossignol
- INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, IPLESP, Sorbonne Université, Paris, France
- Département de Médecine Générale, Université Paris Cité, Paris, France
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Lawrence S, Robinson A, Eagar K. Identification of the trajectory of functional decline for advance care planning in a nursing home population. Australas J Ageing 2018; 36:E14-E20. [PMID: 28925098 DOI: 10.1111/ajag.12454] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To identify diagnostic groups and the form of the trajectory of functional decline that has the potential to enhance advance care planning (ACP) in a nursing home (NH) population. METHODS Retrospective, longitudinal study with dependent variable (function) derived from the Resident Classification Scale (RCS), 1997-2008. Trajectory modelling used linear and curvilinear terms. RESULTS The organ failure or other residents have a linear average functional decline. The organ failure residents had an average decline of 6.5 points per year and average function score at death of 68.6, CI [62.4, 74.8]. The cancer and frailty residents had significant curvilinear terms. The frailty residents had a slower rate of decline at 9.54 points per year and were most care dependent at death, with an average function score of 77.1, CI [73.8, 80.9]. CONCLUSION Functional change is a measurable variable for a predictive tool to enhance ACP for NH residents based on their diagnosis.
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Affiliation(s)
- Suanne Lawrence
- Faculty of Health, School of Health Sciences, University of Tasmania, Hobart, Tasmania, Australia
| | - Andrew Robinson
- Faculty of Health, Wicking Dementia Research and Education Centre, School of Health Sciences, University of Tasmania, Hobart, Tasmania, Australia
| | - Kathy Eagar
- Australian Health Services Research Institute, University of Wollongong, Wollongong, New South Wales, Australia
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Kelfve S, Wastesson J, Fors S, Johnell K, Morin L. Is the level of education associated with transitions between care settings in older adults near the end of life? A nationwide, retrospective cohort study. Palliat Med 2018; 32:366-375. [PMID: 28952874 DOI: 10.1177/0269216317726249] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND End-of-life transitions between care settings can be burdensome for older adults and their relatives. AIM To analyze the association between the level of education of older adults and their likelihood to experience care transitions during the final months before death. DESIGN Nationwide, retrospective cohort study using register data. SETTING/PARTICIPANTS Older adults (⩾65 years) who died in Sweden in 2013 ( n = 75,722). Place of death was the primary outcome. Institutionalization and multiple hospital admissions during the final months of life were defined as secondary outcomes. The decedents' level of education (primary, secondary, or tertiary education) was considered as the main exposure. Multivariable analyses were stratified by living arrangement and adjusted for sex, age at time of death, illness trajectory, and number of chronic diseases. RESULTS Among community-dwellers, older adults with tertiary education were more likely to die in hospitals than those with primary education (55.6% vs 49.9%; odds ratio (OR) = 1.21, 95% confidence interval (CI) = 1.14-1.28), but less likely to be institutionalized during the final month before death (OR = 0.83, 95% CI = 0.76-0.91). Decedents with higher education had greater odds of remaining hospitalized continuously during their final 2 weeks of life (OR = 1.12, 95% CI = 1.02-1.22). Among older adults living in nursing homes, we found no association between the decedents' level of education and their likelihood to be hospitalized or to die in hospitals. CONCLUSION Compared with those who completed only primary education, individuals with higher educational attainment were more likely to live at home until the end of life, but also more likely to be hospitalized and die in hospitals.
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Affiliation(s)
- Susanne Kelfve
- 1 Division Ageing and Social Change, Department of Social and Welfare Studies, Linköping University, Linköping, Sweden.,2 Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden
| | - Jonas Wastesson
- 2 Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden
| | - Stefan Fors
- 2 Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden.,3 Centre for Health Equity Studies, Karolinska Institutet and Stockholm University, Stockholm, Sweden
| | - Kristina Johnell
- 2 Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden
| | - Lucas Morin
- 2 Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden
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Morin L, Beaussant Y, Aubry R, Fastbom J, Johnell K. Aggressiveness of End-of-Life Care for Hospitalized Individuals with Cancer with and without Dementia: A Nationwide Matched-Cohort Study in France. J Am Geriatr Soc 2016; 64:1851-7. [PMID: 27459579 DOI: 10.1111/jgs.14363] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
OBJECTIVES To compare the aggressiveness of end-of-life care in hospitalized individuals with cancer with and without dementia in France. DESIGN Nationwide register-based matched-cohort study. SETTING Hospital facilities in France. PARTICIPANTS All individuals with cancer aged 65 and older with a diagnosis of dementia who died between January 1, 2010 and December 31, 2013, matched one-to-one with individuals with cancer without dementia (n = 26,782 matched pairs). RESULTS Older individuals with cancer with dementia were less likely to receive aggressive treatment in their last month of life than those who were not diagnosed with dementia. Dementia was associated with significantly greater likelihood of receiving chemotherapy (2.8% vs 8.5%, P < .001, adjusted odds ratio (aOR) = 0.33, 95% confidence interval (CI) = 0.31-0.36) in the month before death. Individuals with dementia were also less likely to receive radiation therapy (aOR = 0.49, 95% CI = 0.43-0.56), blood transfusions (aOR = 0.67, 95% CI = 0.64-0.70), artificial nutrition (aOR = 0.79, 95% CI = 0.73-0.85), and invasive ventilation (aOR = 0.62, 95% CI = 0.57-0.68), although they were more likely to remain hospitalized over their entire last month of life (aOR = 1.42, 95% CI = 1.37-1.48) and to have more than one emergency department visit (aOR = 1.22, 95% CI = 1.12-1.34). CONCLUSION Older hospitalized adults with cancer with dementia are less likely to receive aggressive cancer treatment near the end of life than those without dementia. This discrepancy raises important ethical questions for clinicians and healthcare policy-makers.
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Affiliation(s)
- Lucas Morin
- Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden.
| | - Yvan Beaussant
- Department of Palliative Care, University Hospital of Besançon, Besançon, France
| | - Régis Aubry
- Department of Palliative Care, University Hospital of Besançon, Besançon, France
| | - Johan Fastbom
- Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden
| | - Kristina Johnell
- Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden
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Morin L, Johnell K, Van den Block L, Aubry R. Discussing end-of-life issues in nursing homes: a nationwide study in France. Age Ageing 2016; 45:395-402. [PMID: 27013503 DOI: 10.1093/ageing/afw046] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2015] [Accepted: 12/23/2015] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND discussing end-of-life issues with nursing home residents and their relatives is needed to ensure patient-centred care near the end of life. OBJECTIVES this study aimed to estimate the frequency of nursing home physicians discussing end-of-life issues with residents and their relatives and to investigate how discussing end-of-life issues was associated with care outcomes in the last month of life. METHODS post-mortem cohort study in a nationwide, representative sample of 78 nursing home facilities in France. Residents who died from non-sudden causes between 1 October 2013 and 31 May 2014 in these facilities were included (n = 674). RESULTS end-of-life issues were discussed with at most 21.7% of the residents who died during the study period. In one-third of the situations (32.8%), no discussion about end-of-life-related topics ever occurred, either with the resident or with the relatives. Older people with severe dementia were less likely to have discussed more than three of the six end-of-life topics we investigated, compared with residents without dementia (OR = 0.17, 95% CI = 0.08-0.22). In the last month of life, discussing more than three end-of-life issues with the residents or their relatives was significantly associated with reduced odds of dying in a hospital facility (adjusted OR = 0.51, 95% CI = 0.33-0.79) and with a higher likelihood of withdrawing potentially futile life-prolonging treatments (adjusted OR = 2.37, 95% CI = 1.72-3.29). CONCLUSION during the last months of life, discussions about end-of-life issues occurred with only a minority of nursing home decedents, although these discussions may improve end-of-life care outcomes.
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Affiliation(s)
- Lucas Morin
- Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden French National Observatory on End-of-Life Care, Paris, France
| | - Kristina Johnell
- Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden
| | - Lieve Van den Block
- VUB-UGent End-of-Life Care Research Group, Department of Family Medicine and Chronic Care, Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Régis Aubry
- French National Observatory on End-of-Life Care, Paris, France Department of Palliative Care, University Hospital of Besancon, Besançon, France
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