1Division of Nursing, Severance Hospital, Yonsei University Health System, Seoul, Korea
2College of Nursing, Yonsei University, Seoul, Korea
3College of Nursing, Mo-Im Kim Nursing Research Institute, Yonsei University, Seoul, Korea
© 2026 The Korean Society of Critical Care Medicine
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
CONFLICT OF INTEREST
No potential conflict of interest relevant to this article was reported.
FUNDING
None.
ACKNOWLEDGMENTS
None.
AUTHOR CONTRIBUTIONS
Conceptualization: HY, JYK, YJ. Data curation: EH. Methodology: HY, JYK, EH, YJ. Project administration: YJ. Visualization: EH. Manuscript development: HY, JYK, EH, YJ. Manuscript review & editing: HY, EH, YJ. All authors read and agreed to the published version of the manuscript.
| Study | Country | Research design | Type of ICU | Participants and sample size | Diagnosis |
|---|---|---|---|---|---|
| Lin et al. (2016) [23] | Taiwan | Retrospective observational study | SICU | · Adult ICU patients (aged ≥18 yr) | Not specified |
| · N=1,909 (DNR=122, non-DNR=1,787) | |||||
| Lobo et al. (2017) [38] | International including 84 countries | Secondary analysis of observational study | ICU | · Adult patients (aged > 16) admitted to the ICU, excluding routine postoperative surveillance and readmissions | Not specified |
| · N=9,524 | |||||
| Kim et al. (2018) [24] | South Korea | Retrospective study | NICU | · Neonates who died in NICU | Not specified |
| · N=222 | |||||
| Wooster et al. (2018) [25] | United States | Retrospective cohort study | SICU | · Geriatric (≥65) trauma patients admitted to the ICU | Geriatric trauma |
| · N=274 (CLS=144, WOC=130) | |||||
| Fry et al. (2020) [26] | United States | Retrospective cohort study | NICU | · Neonates who died in the NICU | Not specified |
| · N=6,299 | |||||
| Fundora et al. (2020) [27] | United States | Retrospective cohort study | Pediatric cardiac ICU | · Pediatric patients aged 0–21 years with congenital cardiac disease who were admitted for more than 30 days and died in the pediatric cardiac ICU | Congenital cardiac disease |
| · N=51 | |||||
| Mazzone et al. (2020) [28] | United States | Retrospective cohort study | ICU | · Adult patients (≥18) with metastatic prostate cancer who received critical care therapies | Metastatic prostate cancer |
| · N=4,168 (IPC=499, no IPC=3,669) | |||||
| Muñoz Camargo et al. (2021) [41] | Spain | Prospective observational study | ICU | Adult ICU patients (≥18) and their family members | Not specified |
| · N=257 (Patients=94, family members=163) | |||||
| Mesfin et al. (2021) [29] | United States | Retrospective cohort study | ICU | · Adult ICU patients with confirmed COVID-19 who received invasive mechanical ventilation for at least 48 hours | COVID-19 (SARS-CoV-2 infection) |
| · N=155 | |||||
| Burghi et al. (2022) [39] | International including 16 countries | Secondary analysis of observational study | ICUs | · Adult patients with non-AIDS known immunosuppression | Acute respiratory failure in immunocompromised patients (e.g., hematologic malignancies, solid tumors) |
| · N=1,548 | |||||
| Currie et al. (2023) [30] | United States | Retrospective cohort study | NICU | · Neonates who died in the NICU after PC consult | Not specified |
| · N=195 | |||||
| Peeler et al.(2023) [42] | United States | Prospective observational study | ICU | · Adult ICU patients (aged ≥18) requiring ECMO support | Requiring ECMO support |
| · N=256 (No PC group=141, PC group=115) | |||||
| Zhang et al. (2023) [31] | United States | Retrospective observational study | SICU | · Adult patients who died in the SICU | Not specified |
| · N=312 | |||||
| Bögli et al. (2024) [32] | Switzerland | Retrospective cohort study | NCCU | · Adult ICU patients (aged ≥18) | Not specified |
| · N= 2,975 | |||||
| Brooks et al. (2024) [33] | Australia | Retrospective descriptive study | 4 ICUs | · Adult patients who died in the ICU | Not specified |
| · N=430 | |||||
| Garg I et al. (2024) [34] | United States | Retrospective cohort study | ICU | · Adult ICU patients (aged ≥18) with COVID-19 who required intubation | COVID-19 who required intubation |
| · N=263,855 | |||||
| Glover et al. (2024) [35] | United States | Retrospective cohort study | ICUs | · Adult patients who died in the ICU | Not specified |
| · N=306 (Chinese American=153, White American=153) | |||||
| Haddad et al. (2024) [36] | United States | Retrospective cohort study | SICU | · Adult patients who died in the SICU | Not specified |
| · N=746 | |||||
| Wozniak et al. (2024) [40] | International including Europe, Asia, Africa, and Australia | Secondary analysis of a prospective observational cohort study | ICUs | · Adult ICU patients (aged ≥18) with HABSI who died in the hospital or within 28 days | Non-COVID-19 patients with HABSI |
| · N=519 | |||||
| Siech et al. (2025) [37] | United States | Retrospective cohort study | ICU | · Adult patients (≥18) with mRCC receiving critical care | mRCC |
| · N=3,802 |
SICU: surgical intensive care unit; ICU: intensive care unit; DNR: do not resuscitate; NICU: neonatal intensive care unit; CLS: continued life support; WOC: withdrawal of care; IPC: inpatient palliative care; COVID-19: coronavirus disease 2019; SARS-CoV-2: severe acute respiratory syndrome coronavirus 2; AIDS: acquired immunodeficiency syndrome; PC: palliative care; ECMO: extracorporeal membrane oxygenation; NCCU: neurocritical care unit; HABSI: hospital-acquired bloodstream infection; mRCC: metastatic renal cell carcinoma.
| Study | Palliative care | SDoH | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Intermediary determinants | Structural determinants | ||||||||
| Behaviors and biological factors | Material circumstances | Culture and societal values | Socioeconomic position | ||||||
| Age | Sex | Region | Religion | Social class | Ethnicity (racism) | Education | Language | ||
| Lin et al. (2016) [23] | DNR orders | Older (↑)a) | No significant difference | No significant difference | Buddhist/Daoist (↓) a) | Unemployment (↑)a) | No significant difference | ||
| Lobo et al. (2017) [38] | DLST | No significant difference | No significant difference | Higher GNI (↑) not significant in multivariable analysis | |||||
| Kim et al. (2018) [24] | EOL decisions including active resuscitation, withdrawal treatment and withholding treatment | No significant difference | No significant difference | Occupation; no significant difference | No significant difference | ||||
| Wooster et al. (2018) [25] | WOC | No significant difference | No significant difference | No significant difference | Employment and residence type; no significant difference | No significant difference | |||
| Medicare/Medicaid>private insurance a) | |||||||||
| Fry et al. (2020) [26] | DNR orders and WLST | Gestational age < 28 weeks (↓)a) | WLST; White>Black a) | ||||||
| DNR; No significant difference | |||||||||
| Fundora et al. (2020) [27] | Futile care and WLST | No significant difference | Poverty and insurance; No significant difference | WLST; White>Black a) | |||||
| Futility; Hispanic > Non-Hispanic a) | |||||||||
| Mazzone et al. (2020) [28] | Inpatient palliative care | No significant difference | African American (↓)a) | ||||||
| Muñoz Camargo et al. (2021) [41] | LTE | No significant difference | No religion (↑)a) | Higher educational level (↑)a) | |||||
| Mesfin et al. (2021) [29] | DNR orders | Older (↑)a) | No significant difference | No significant difference | No significant difference | ||||
| Burghi et al. (2022) [39] | DFLST | Older (↑)a) | No significant difference | ||||||
| Currie et al. (2023) [30] | PPC consults including EOLC (enrolled in hospice, DNR) | No significant difference | CPR; White > Black a) | ||||||
| Peeler et al. (2023) [42] | PC consultations including WLST | No significant difference | No significant difference | Non-White > Black a) | |||||
| Zhang et al. (2023) [31] | DNR orders | Older (↑)a) | Catholic > non-catholic a) | No significant difference | |||||
| Bögli et al. (2024) [32] | LLST and AD | Older (↑)a) | AD; Female > Male a) | Nationality; Swiss a) | No significant difference | German-speaking (↑)a) | |||
| Brooks et al. (2024) [33] | Treatment limitation including palliative care and terminal care | Older (↑)a) | No significant difference | Country of birth; No significant difference | Religion (↑)a) | No significant difference | |||
| Garg I et al. (2024) [34] | PC consultations | Older (↑)a) | Female > male a) | Northeast (↑)a) | Higher income (↑)a) | White > non-white a) | |||
| Medicare insurance (↑)a) | |||||||||
| Glover et al. (2024) [35] | Advance care documentation including DNR and DNI | DNI; Chinese American > White a) | |||||||
| DNR; Chinese American > White | |||||||||
| Haddad et al. (2024) [36] | PC consultations including DNR orders | DNR; Older (↑)a) | PC consultation; White > Black a) | ||||||
| Wozniak et al. (2024) [40] | DFLST | Older (↑)a) | No significant difference | Western Europe, Australia and Asia>Africa | National health expenditure as a share of GDP (↑)a) | ||||
| Siech et al. (2025) [37] | Inpatient palliative care | No significant difference | No significant difference | No significant difference | No significant difference | ||||
SDoH: social determinant of health; DNR: do-not-resuscitate; DLST: decision to withhold/withdraw life-sustaining treatment; GNI: gross national income; EOL: end-of-life; WOC: withdrawal of care; WLST: withdrawal of life-sustaining treatment; LTE: limitation of therapeutic effort; DFLST: decisions to forgo life-sustaining treatment; PPC: pediatric palliative care; EOLC: end-of-life care; CPR: cardiopulmonary resuscitation; LLST: limitation of life-sustaining treatments; AD: advance directives; DNI: do-not-intubate; GDP: gross domestic product.
a)Statistically significant at a level of 0.05.
| Study | Country | Research design | Type of ICU | Participants and sample size | Diagnosis |
|---|---|---|---|---|---|
| Lin et al. (2016) [23] | Taiwan | Retrospective observational study | SICU | · Adult ICU patients (aged ≥18 yr) | Not specified |
| · N=1,909 (DNR=122, non-DNR=1,787) | |||||
| Lobo et al. (2017) [38] | International including 84 countries | Secondary analysis of observational study | ICU | · Adult patients (aged > 16) admitted to the ICU, excluding routine postoperative surveillance and readmissions | Not specified |
| · N=9,524 | |||||
| Kim et al. (2018) [24] | South Korea | Retrospective study | NICU | · Neonates who died in NICU | Not specified |
| · N=222 | |||||
| Wooster et al. (2018) [25] | United States | Retrospective cohort study | SICU | · Geriatric (≥65) trauma patients admitted to the ICU | Geriatric trauma |
| · N=274 (CLS=144, WOC=130) | |||||
| Fry et al. (2020) [26] | United States | Retrospective cohort study | NICU | · Neonates who died in the NICU | Not specified |
| · N=6,299 | |||||
| Fundora et al. (2020) [27] | United States | Retrospective cohort study | Pediatric cardiac ICU | · Pediatric patients aged 0–21 years with congenital cardiac disease who were admitted for more than 30 days and died in the pediatric cardiac ICU | Congenital cardiac disease |
| · N=51 | |||||
| Mazzone et al. (2020) [28] | United States | Retrospective cohort study | ICU | · Adult patients (≥18) with metastatic prostate cancer who received critical care therapies | Metastatic prostate cancer |
| · N=4,168 (IPC=499, no IPC=3,669) | |||||
| Muñoz Camargo et al. (2021) [41] | Spain | Prospective observational study | ICU | Adult ICU patients (≥18) and their family members | Not specified |
| · N=257 (Patients=94, family members=163) | |||||
| Mesfin et al. (2021) [29] | United States | Retrospective cohort study | ICU | · Adult ICU patients with confirmed COVID-19 who received invasive mechanical ventilation for at least 48 hours | COVID-19 (SARS-CoV-2 infection) |
| · N=155 | |||||
| Burghi et al. (2022) [39] | International including 16 countries | Secondary analysis of observational study | ICUs | · Adult patients with non-AIDS known immunosuppression | Acute respiratory failure in immunocompromised patients (e.g., hematologic malignancies, solid tumors) |
| · N=1,548 | |||||
| Currie et al. (2023) [30] | United States | Retrospective cohort study | NICU | · Neonates who died in the NICU after PC consult | Not specified |
| · N=195 | |||||
| Peeler et al.(2023) [42] | United States | Prospective observational study | ICU | · Adult ICU patients (aged ≥18) requiring ECMO support | Requiring ECMO support |
| · N=256 (No PC group=141, PC group=115) | |||||
| Zhang et al. (2023) [31] | United States | Retrospective observational study | SICU | · Adult patients who died in the SICU | Not specified |
| · N=312 | |||||
| Bögli et al. (2024) [32] | Switzerland | Retrospective cohort study | NCCU | · Adult ICU patients (aged ≥18) | Not specified |
| · N= 2,975 | |||||
| Brooks et al. (2024) [33] | Australia | Retrospective descriptive study | 4 ICUs | · Adult patients who died in the ICU | Not specified |
| · N=430 | |||||
| Garg I et al. (2024) [34] | United States | Retrospective cohort study | ICU | · Adult ICU patients (aged ≥18) with COVID-19 who required intubation | COVID-19 who required intubation |
| · N=263,855 | |||||
| Glover et al. (2024) [35] | United States | Retrospective cohort study | ICUs | · Adult patients who died in the ICU | Not specified |
| · N=306 (Chinese American=153, White American=153) | |||||
| Haddad et al. (2024) [36] | United States | Retrospective cohort study | SICU | · Adult patients who died in the SICU | Not specified |
| · N=746 | |||||
| Wozniak et al. (2024) [40] | International including Europe, Asia, Africa, and Australia | Secondary analysis of a prospective observational cohort study | ICUs | · Adult ICU patients (aged ≥18) with HABSI who died in the hospital or within 28 days | Non-COVID-19 patients with HABSI |
| · N=519 | |||||
| Siech et al. (2025) [37] | United States | Retrospective cohort study | ICU | · Adult patients (≥18) with mRCC receiving critical care | mRCC |
| · N=3,802 |
| Study | Palliative care | SDoH | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Intermediary determinants | Structural determinants | ||||||||
| Behaviors and biological factors | Material circumstances | Culture and societal values | Socioeconomic position | ||||||
| Age | Sex | Region | Religion | Social class | Ethnicity (racism) | Education | Language | ||
| Lin et al. (2016) [23] | DNR orders | Older (↑) |
No significant difference | No significant difference | Buddhist/Daoist (↓) |
Unemployment (↑) |
No significant difference | ||
| Lobo et al. (2017) [38] | DLST | No significant difference | No significant difference | Higher GNI (↑) not significant in multivariable analysis | |||||
| Kim et al. (2018) [24] | EOL decisions including active resuscitation, withdrawal treatment and withholding treatment | No significant difference | No significant difference | Occupation; no significant difference | No significant difference | ||||
| Wooster et al. (2018) [25] | WOC | No significant difference | No significant difference | No significant difference | Employment and residence type; no significant difference | No significant difference | |||
| Medicare/Medicaid>private insurance |
|||||||||
| Fry et al. (2020) [26] | DNR orders and WLST | Gestational age < 28 weeks (↓) |
WLST; White>Black |
||||||
| DNR; No significant difference | |||||||||
| Fundora et al. (2020) [27] | Futile care and WLST | No significant difference | Poverty and insurance; No significant difference | WLST; White>Black |
|||||
| Futility; Hispanic > Non-Hispanic |
|||||||||
| Mazzone et al. (2020) [28] | Inpatient palliative care | No significant difference | African American (↓) |
||||||
| Muñoz Camargo et al. (2021) [41] | LTE | No significant difference | No religion (↑) |
Higher educational level (↑) |
|||||
| Mesfin et al. (2021) [29] | DNR orders | Older (↑) |
No significant difference | No significant difference | No significant difference | ||||
| Burghi et al. (2022) [39] | DFLST | Older (↑) |
No significant difference | ||||||
| Currie et al. (2023) [30] | PPC consults including EOLC (enrolled in hospice, DNR) | No significant difference | CPR; White > Black |
||||||
| Peeler et al. (2023) [42] | PC consultations including WLST | No significant difference | No significant difference | Non-White > Black |
|||||
| Zhang et al. (2023) [31] | DNR orders | Older (↑) |
Catholic > non-catholic |
No significant difference | |||||
| Bögli et al. (2024) [32] | LLST and AD | Older (↑) |
AD; Female > Male |
Nationality; Swiss |
No significant difference | German-speaking (↑) |
|||
| Brooks et al. (2024) [33] | Treatment limitation including palliative care and terminal care | Older (↑) |
No significant difference | Country of birth; No significant difference | Religion (↑) |
No significant difference | |||
| Garg I et al. (2024) [34] | PC consultations | Older (↑) |
Female > male |
Northeast (↑) |
Higher income (↑) |
White > non-white |
|||
| Medicare insurance (↑) |
|||||||||
| Glover et al. (2024) [35] | Advance care documentation including DNR and DNI | DNI; Chinese American > White |
|||||||
| DNR; Chinese American > White | |||||||||
| Haddad et al. (2024) [36] | PC consultations including DNR orders | DNR; Older (↑) |
PC consultation; White > Black |
||||||
| Wozniak et al. (2024) [40] | DFLST | Older (↑) |
No significant difference | Western Europe, Australia and Asia>Africa | National health expenditure as a share of GDP (↑) |
||||
| Siech et al. (2025) [37] | Inpatient palliative care | No significant difference | No significant difference | No significant difference | No significant difference | ||||
SICU: surgical intensive care unit; ICU: intensive care unit; DNR: do not resuscitate; NICU: neonatal intensive care unit; CLS: continued life support; WOC: withdrawal of care; IPC: inpatient palliative care; COVID-19: coronavirus disease 2019; SARS-CoV-2: severe acute respiratory syndrome coronavirus 2; AIDS: acquired immunodeficiency syndrome; PC: palliative care; ECMO: extracorporeal membrane oxygenation; NCCU: neurocritical care unit; HABSI: hospital-acquired bloodstream infection; mRCC: metastatic renal cell carcinoma.
SDoH: social determinant of health; DNR: do-not-resuscitate; DLST: decision to withhold/withdraw life-sustaining treatment; GNI: gross national income; EOL: end-of-life; WOC: withdrawal of care; WLST: withdrawal of life-sustaining treatment; LTE: limitation of therapeutic effort; DFLST: decisions to forgo life-sustaining treatment; PPC: pediatric palliative care; EOLC: end-of-life care; CPR: cardiopulmonary resuscitation; LLST: limitation of life-sustaining treatments; AD: advance directives; DNI: do-not-intubate; GDP: gross domestic product. Statistically significant at a level of 0.05.