Abstract
Introduction
Ageing societies with larger populations who live longer with long-term illness and enhanced needs for palliative care increasingly present healthcare systems with the challenge of organizing and providing timely and appropriate palliative care. 1 It has been estimated that of all deceased individuals worldwide, approximately 74% have potential palliative care needs prior to death. 2 A robust understanding of where people die is vital to support health policies, resource allocation, and service delivery in the planning and commissioning of palliative care services. 3 Accordingly, over the past two decades both the place of death and dying in the individual’s preferred place have evolved into quality indicators and outcome measures for the state of palliative care in a country.4,5 Palliative care is a person-centred interdisciplinary approach to care, which aims to improve the quality of life and well-being of all people with serious illness and their family members. Central aspects of palliative care are early identification, assessment and treatment of symptoms and other problems; communication about end-of-life issues with patients and family members; shared decision-making; and support for family members. 6 A palliative approach to care should, when needed, be applied in all care places, 7 and can be provided on a general level at home, in nursing homes and in hospitals – through both specialized and non-specialized palliative care services (e.g. specialized palliative home care, hospital wards and hospices). 8
Healthcare in Sweden is decentralized and regulated by the Health and Medical Service Act. Responsibility lies with the regional councils and municipal governments. Regional councils are overall responsible for organizing and delivering healthcare services, whereas municipalities for the most part are overall responsible for nursing homes and home care. Formally elected politicians in the regional councils are accountable to their citizens for the organization and distribution of equal and adequate healthcare services. Providers of healthcare, including care of older people, are either public or private, and with the same regulations applying to both. When regional councils buy services from private healthcare providers, it is based on a model where the healthcare is financed by the council but carried out by the private provider. 9 Palliative care is integrated into the broader healthcare system and is provided at various levels of care, including in hospitals, nursing homes and home care services.
In societal discourses on severe illness and dying, there is a drive for home care, which has also increasingly impacted the organization and allocation of resources in most high-income countries.6,10 Furthermore, a recent review revealed that despite the higher consumption of outpatient resources, home care is – from a societal perspective – less costly than hospital care, especially over the last 2 months of life until death. 11 In line with this, international studies show an overall preference among dying persons (and their family members) to be cared for and die in their own homes, provided that high-quality care and support to family members can be guaranteed. 12
The place of death varies between countries and across patient groups. Although trends towards increased numbers of home deaths have been seen in some European countries, for example, United Kingdom, 13 the opposite has also been seen with decreasing number of home deaths in countries such as Portugal, 14 and overall, most people still die in hospitals and nursing homes. 15 In 2012, in the first population-based place of death study in Sweden, we showed that 42.1% of all deaths occurred in hospitals and 38.1% in nursing homes, whereas only 17.8% of all deaths occurred in the person’s own home. 16 Geographic and socioeconomic factors, as well as individual characteristics, are known to influence the place where people die.16,17 Moreover, cross-regional variations in places of death patterns were not explained by demographic differences or variations in the number of hospital and nursing home beds in the healthcare regions.
Traditionally, in place-of-death research, associations between individual, socioeconomic and geographic factors and place of death are analysed to understand place-of-death patterns. However, Gao
Design and methods
Study population
This population-level comprehensive register study of longitudinal trends in place of death includes all deceased individuals ⩾18 years old in Sweden from 2013 to 2019, with a registered place of death. Death certificate data (sex, age, underlying cause of death and place of death) were obtained from the Swedish NBHW. Using the personal identity number of the deceased individuals, these death certificate data were linked with patient register data to obtain information regarding hospital transitions during the final month before death, and with the social service register to obtain information regarding nursing home residents’ time spent in nursing homes before death. Information about having received care in a specialist palliative care service was derived from the Swedish Register of Palliative Care (SRPC), while information regarding socioeconomic factors was obtained from public registers at Statistics Sweden (SCB). For details about the origin of the data from different registers, see Supplemental Table I. The numbers of hospital beds per 10,000 citizens in the healthcare regions were calculated based on open data from the Swedish Association of Local Authorities and Regions.
Study variables
The primary outcome variable for all analyses was place of death, categorized into four distinct alternatives: hospital (unspecified speciality); home, that is, own private or rented home; nursing home, that is, including residential care settings and other forms of group dwellings; and other, for example, public places, roads, workplace. Inpatient palliative care services such as hospices and hospital-based palliative care beds or wards are not reported on the death certificates, and so these services are embedded in the hospital or nursing home categories. However, a dichotomous independent variable for having received specialized palliative care during the last week of life or not was derived and created from the SRPC information about having received care in a specialist palliative care service of any kind. Additionally, a variable was created for the subsample with potential palliative care needs according to the Murtagh
Based on the framework by Gao
Statistical analyses
For the investigation of the distribution of place of death and co-variables, percentages were calculated for each year and as a total. The analyses were performed separately, depending on whether the deceased individuals resided at home or in a nursing home at the time of death.
To investigate trends in the place of death, multivariable logistic regression analyses were performed for the total population. The dependent variable in the logistic regressions was place of death. The independent variable was year of death – adjusting for predefined individual, socioeconomic and environmental characteristics of the deceased. The predefined covariates used were birth country, living in a single-person household, number of children 18 years old or younger, marital status, educational attainment, received specialized palliative care during the last week of life, residing in an urban area, healthcare region, and number of hospital beds per 10,000 citizens per healthcare region. After this, the multivariable logistic regression analyses were repeated for the subpopulation with potential palliative care needs.
These analyses were then carried out for each of the six healthcare regions, using the same multivariable model with interaction of year of death for the subpopulation with potential palliative care needs. The models were performed twice, with year of death as linear and categorical variables, respectively. These analyses were stratified and performed separately, according to the living situation of the deceased, to understand the patterns of place of death, depending on whether people were living at home or in a nursing home (living at home and dying in hospital
Finally, to examine factors that could potentially be associated with the trend, that is, decrease in hospital deaths, interaction analysis was performed with calendar year, adjusted for all other variables. This was achieved by first taking the calendar year as the categorical variable with 2013 as reference. For each group or level of associated factor, the odds ratio (OR) was calculated for every year
The study followed the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) reporting guidelines. 21 The STROBE checklist is provided as Supplemental File.
Results
Of all 599,137 adult individuals (51.2% women; 48.8% men) who died in Sweden from 2013 to 2019, 40.7% died in hospital, 37.7% in a nursing home, 19.4% at home and the remaining 2.2% in other places. The most common underlying causes of death were circulatory diseases (35.0%) and neoplasms (26.6%). Only 10.0% had the ICD-diagnosis code for palliative care, whereas 78.4% were estimated to have potential palliative care needs. 19 . Of all individuals, 88.9% resided in an urban area at the time of death. The distribution of place of death and other variables for the total population are presented in Table 1. Cross-regional population characteristics are provided in Supplemental Table II.
Distribution of place of death and other variables in the total adult death population from 2013 to 2019.
Percentages are row percentages.
Missing data: Marital status
Potential palliative care needs according to the Murtagh model.
In- and outpatient specialized palliative or hospice care services, or specialized palliative home care services.
Overall distribution and cross-regional variations in place of death
From 2013 to 2019, the total number of home deaths in Sweden increased by 1.9%, whereas the number of hospital deaths decreased by 2.6%. The number of nursing home deaths only increased by 0.4%. The largest proportional regional increase in home deaths was seen in the south region (4.0%). This region also had the largest decrease in hospital deaths (4.6%). The smallest increase in home deaths was seen in Stockholm (0.1%). This was also the region with the smallest decrease in hospital deaths (0.6%). The distribution of overall and cross-regional home, hospital and nursing home deaths per year is presented in Figure 1.

Overall and cross-regional distribution of place of death in Sweden per year (2013–2019).
Trends in the place of death in the overall population
Within the total death population of individuals residing in their own home (
The separate analyses of individuals aged 60 years old or over showed that if residing in a nursing home (
Overall and cross-regional trends within the subpopulation with potential palliative care needs
The results from the analyses (with year as a continuous variable) of the subpopulation with potential palliative care needs (78.4%) align with the overall population, with a decrease in the likelihood of dying in hospital

Living at home and dying in hospital
For those aged 60 years old and over with potential palliative care needs and residing in a nursing home, the likelihood of dying in hospital

Living in nursing home and dying in hospital
Interactions between trends in place of death of individuals with potential palliative care needs and associated variables
Besides healthcare region, factors that significantly interacted with the trends in place of death of individuals with potential palliative care needs residing in their own home were: being female (OR: 0.97, 95% CI: 0.97–0.98), being ⩾80 years old (OR: 0.97, 95% CI: 0.96–0.98), and not having received care in a specialized palliative care service during the last week of life (OR: 0.96, 95% CI: 0.95–0.97) or the ICD-10 code for palliative care (OR: 0.97, 95% CI: 0.96–0.98) for palliative care.
Regarding the older individuals residing in a nursing home and their likelihood of dying in hospital rather than residing in the nursing home until their death, there were no interactions between place of death and co-variables that particularly influenced the downward trend in hospital deaths.
In addition, we found that having received specialized palliative care (OR: 1.06, 95% CI: 1.05–1.08) at the time of death or having been diagnosed with palliative care (OR: 1.04, 95% CI: 1.03–1.05) significantly increased the odds of the younger population with potential palliative care needs to die in hospital rather than at home. Among the older individuals dwelling in nursing homes, the palliative care diagnosis also increased their likelihood of dying in hospital rather than in the nursing home (OR: 1.10, 95% CI: 1.05–1.17) (Supplemental Figures I–III).
Discussion
The results from this study confirm a trend towards a decrease in hospital deaths. However, in 2019, still only around one-fifth of all deceased individuals died in their own homes. In the most recent study involving preferences for place of death in Sweden, 71% of a total general sample of approximately 2000 individuals stated that their own home was their preferred place to die. 22 If most Swedish citizens share these and international preferences, 12 which we can only assume is the case, there is a gap between preferences and place of death in Sweden.
We also found cross-regional variations. Stockholm and the north region did not follow the trend of a decrease in hospital deaths within the home-dwelling population with potential palliative care needs. For those aged 60 years old or over residing in a nursing home, the likelihood of dying in hospital
Six years of national palliative care policy implementation may be a somewhat short period of time to expect a considerable change in the place of death of a total population. The speed of change or effect after launching a policy may vary depending on several factors, such as the complexity and specificity of the policy, the resources available for implementation and the level of support from stakeholders and the public. 24 As far back as 1997, the Swedish national prioritization proposition, guided by ethical principles and general guidelines on priority setting in healthcare, established that end-of-life and palliative care should be attended to in the highest priority group within the entire healthcare system. 25 The national guidance for palliative care 10 stresses the need for equity in availability and access to palliative care across the country, and at the same time point to the challenge with the decentralized structure for healthcare responsibility. The document, however, lacks clear steering directives or strategies.
One factor that may contribute to the gap between political will and resource allocation is the complexity of healthcare systems. In a study by Centeno
Another main challenge to healthcare policy implementation is resistance from healthcare providers and institutions. In addition, policies that are not well-monitored can be easily ignored or undermined, leading to non-compliance and ineffective implementation. 24
Interestingly, secondary findings showed a significant interaction between hospital deaths and having been diagnosed with the palliative care diagnosis within the total population with potential palliative needs, and for those who were home dwellers also when specialized palliative care had been received in the last week of life. The NBHW, in their death certificates, only allow a choice between four places of death categories. Consequently, deaths occurring in specialized palliative care services provided by the regions are classified as hospital deaths, and deaths occurring in a hospice provided by municipalities are classified as nursing home deaths. This may be part of the explanation, and, hence, further inquiry into specialized palliative care services is needed.
The interaction between increased likelihood of hospital death if residing in a nursing home and receiving the palliative care diagnosis, however, is even more concerning as this suggests insufficiency in the governance, organization, resources or competencies (or all four) regarding the provision of palliative care in nursing homes, resulting in late-stage hospital transfers. The COVID pandemic highlighted that clinical routines for palliative care are not in place in Swedish nursing homes, 26 which has also been recognized in previous research,27,28 although some good examples have been brought to the fore. 29 Initiatives have been taken on a national level to strengthen the general nursing home staff competence and coordination of care between care providers as parts of national good quality local care reform. In brief, this reform entails allocating enhanced resources and responsibility for care to the regions and municipalities. Directives appointing end-of-life and palliative care within this reform, however, are vaguely articulated despite being a prioritized area.
The present study has methodological limitations; as was previously mentioned, the four options for places of death on the death certificates exclude the possibility of population-level identification of individuals who died in either specialized palliative care services or hospices that are provided by a municipality. This means that these individuals are included in the number of hospital or nursing home deaths. Furthermore, there is no exact information available in Sweden about cross-regional capacity of specialized inpatient or home palliative care services, primary care, or nursing homes, and, hence, this could not be calculated in relation to its potential associations with place of death. Hence, the conceptual framework suggested for place-of-death studies by Gao
Conclusion and implications
The results from this study confirm a trend towards a decrease in hospital deaths in Sweden from 2013 to 2019 but with cross-regional variations and inconsistencies. That is, the results also show that having received specialized palliative care or having been diagnosed with palliative care significantly increased the odds of the younger population with potential palliative care needs to die in hospital rather than at home. These findings may be methodological due to data limitations related to place of death but require further attention and in-depth understanding. Furthermore, for those residing in nursing homes, the palliative care diagnosis increased the odds of dying in hospital, which suggests insufficiency regarding the provision of palliative care in nursing homes.
Still, this study clearly shows that in 2019, only around one-fifth of all individuals died in their own homes. The impact of a policy change was assumed in designing this study. However, it could be argued that 7 years is too short a period for a society to accomplish transformation of care structures and allocation of resources and competence, and further changes may have taken place over the past 3 years. Nevertheless, these results highlight the urgent need to prioritize, on the political healthcare agenda, the existing challenge in organizing and implementing palliative care in the healthcare regions in a way that promotes equal access to adequate care for all groups within the whole country while respecting people’s preferences regarding place of end-of-life care and death. The results raise questions about how decision-makers with responsibility for macro healthcare decision-making reason about strategies that would promote equity in palliative care. Public health-oriented interventions are suggested focusing on strengthening palliative care resources in nursing homes and home care, for example, structured knowledge implementation or implementation of palliative care consultation teams, which has been shown to potentially drive a palliative orientation in patient care that enables care according to people’s preferences. 30
Supplemental Material
sj-docx-1-pcr-10.1177_26323524241238232 – Supplemental material for Trends in the place of death in Sweden from 2013 to 2019 – disclosing prerequisites for palliative care
Supplemental material, sj-docx-1-pcr-10.1177_26323524241238232 for Trends in the place of death in Sweden from 2013 to 2019 – disclosing prerequisites for palliative care by Cecilia Larsdotter, Stina Nyblom, Hanna Gyllensten, Carl-Johan Furst, Anneli Ozanne, Ragnhild Hedman, Stefan Nilsson and Joakim Öhlén in Palliative Care and Social Practice
Supplemental Material
sj-docx-2-pcr-10.1177_26323524241238232 – Supplemental material for Trends in the place of death in Sweden from 2013 to 2019 – disclosing prerequisites for palliative care
Supplemental material, sj-docx-2-pcr-10.1177_26323524241238232 for Trends in the place of death in Sweden from 2013 to 2019 – disclosing prerequisites for palliative care by Cecilia Larsdotter, Stina Nyblom, Hanna Gyllensten, Carl-Johan Furst, Anneli Ozanne, Ragnhild Hedman, Stefan Nilsson and Joakim Öhlén in Palliative Care and Social Practice
Supplemental Material
sj-docx-3-pcr-10.1177_26323524241238232 – Supplemental material for Trends in the place of death in Sweden from 2013 to 2019 – disclosing prerequisites for palliative care
Supplemental material, sj-docx-3-pcr-10.1177_26323524241238232 for Trends in the place of death in Sweden from 2013 to 2019 – disclosing prerequisites for palliative care by Cecilia Larsdotter, Stina Nyblom, Hanna Gyllensten, Carl-Johan Furst, Anneli Ozanne, Ragnhild Hedman, Stefan Nilsson and Joakim Öhlén in Palliative Care and Social Practice
Footnotes
Declarations
Supplemental material
References
Supplementary Material
Please find the following supplemental material available below.
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