SynthesisPLoS medicine2019
Socioeconomic position and use of healthcare in the last year of life: A systematic review and meta-analysis.
Synthesis in PLoS medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT06768918 (Digitizing Cancer Rehabilitation During and After Systemic Treatment), which is not on this map. Cited by 99 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Digitizing Cancer Rehabilitation During and After Systemic Treatment: Feasibility Testing Implementation in South Baltic Countries
Who cites it
99 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Relevance and consequence of economic and social resources of severely ill persons and their informal caregivers at the end-of-life: a systematic review of qualitative studies.BMC palliative care · 2025Pooled it
- Geographic variations in place of death and palliative care utilisation in the last three months of life in high-income countries: a systematic review.BMC palliative care · 2025Pooled it
- Impact of socioeconomic status on end-of-life costs: a systematic review and meta-analysis.BMC palliative care · 2020Pooled it
- Cancer and Health Inequalities.British journal of cancer · 2026Review
- Socioeconomic differences in the intensity of end-of-life care among patients with cancer: a population-based study in the Lazio region, Italy.European journal of public health · 2026Observational
- Gender-sensitive and diversity-sensitive end-of-life care in Switzerland (GiveCare): a mixed-methods study protocol.BMJ open · 2026Article
- Article
- Possible autonomy: Finitude, vulnerability, and the ethical duty of listening.Palliative & supportive care · 2026Article
- Identifying aspects of palliative and end-of-life care that are most important to people with lived experience and can be measured using routine data: a series of patient and public involvement workshops.Journal of patient-reported outcomes · 2026Article
- Article
- Palliative medicine in 2050: how will people live the last part of life?Future healthcare journal · 2026Article
- Participant Perceptions of a Trauma-Informed Advanced Care Planning Intervention: A Qualitative Study.Journal of palliative medicine · 2026Article
- Palliative care, socioeconomic position, and end-of-life cancer quality outcomes: a mediation analysis.EClinicalMedicine · 2026Article
- End-of-life emergency medical service transport among patients with terminal cancer by cardiopulmonary arrest status: A nationwide mortality follow-back survey.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- At home until the end? A qualitative study of experiences of in-home aged care programs in the context of caring for older adults with a life-limiting illness.Palliative care and social practice · 2026Article
- Characteristics of older people who experience high-cost hospital care at the end of life and report low-satisfaction: Evidence of low-value care from bereaved carer surveys in England.Palliative care and social practice · 2026Article
- Ethnic disparities in opioid prescribing for cancer pain and associated emergency department visits and hospital admissions in the last three months of life: a retrospective cohort study.British journal of cancer · 2025Article
- Socioeconomic position and its effect on cardiovascular outcomes and mortality in patients with prostate cancer.JNCI cancer spectrum · 2025Article
- Article
- End-of-life care in glioblastoma: A population-based study.Neuro-oncology · 2025Article
39 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
8 authors.
Funding
Abstract
backgroundLow socioeconomic position (SEP) is recognized as a risk factor for worse health outcomes. How socioeconomic factors influence end-of-life care, and the magnitude of their effect, is not understood. This review aimed to synthesise and quantify the associations between measures of SEP and use of healthcare in the last year of life. METHODS AND
findingsMEDLINE, EMBASE, PsycINFO, CINAHL, and ASSIA databases were searched without language restrictions from inception to 1 February 2019. We included empirical observational studies from high-income countries reporting an association between SEP (e.g., income, education, occupation, private medical insurance status, housing tenure, housing quality, or area-based deprivation) and place of death, plus use of acute care, specialist and nonspecialist end-of-life care, advance care planning, and quality of care in the last year of life. Methodological quality was evaluated using the Newcastle-Ottawa Quality Assessment Scale (NOS). The overall strength and direction of associations was summarised, and where sufficient comparable data were available, adjusted odds ratios (ORs) were pooled and dose-response meta-regression performed. A total of 209 studies were included (mean NOS quality score of 4.8); 112 high- to medium-quality observational studies were used in the meta-synthesis and meta-analysis (53.5% from North America, 31.0% from Europe, 8.5% from Australia, and 7.0% from Asia). Compared to people living in the least deprived neighbourhoods, people living in the most deprived neighbourhoods were more likely to die in hospital versus home (OR 1.30, 95% CI 1.23-1.38, p < 0.001), to receive acute hospital-based care in the last 3 months of life (OR 1.16, 95% CI 1.08-1.25, p < 0.001), and to not receive specialist palliative care (OR 1.13, 95% CI 1.07-1.19, p < 0.001). For every quintile increase in area deprivation, hospital versus home death was more likely (OR 1.07, 95% CI 1.05-1.08, p < 0.001), and not receiving specialist palliative care was more likely (OR 1.03, 95% CI 1.02-1.05, p < 0.001). Compared to the most educated (qualifications or years of education completed), the least educated people were more likely to not receive specialist palliative care (OR 1.26, 95% CI 1.07-1.49, p = 0.005). The observational nature of the studies included and the focus on high-income countries limit the conclusions of this review.
conclusionsIn high-income countries, low SEP is a risk factor for hospital death as well as other indicators of potentially poor-quality end-of-life care, with evidence of a dose response indicating that inequality persists across the social stratum. These findings should stimulate widespread efforts to reduce socioeconomic inequality towards the end of life.
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