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Table 1 Description of studies included

From: Factors influencing accessibility of palliative care: a systematic review and meta-analysis

Dimension

Article/ Country

Study design

Sample

Predictors

Quality Assessment

Type of service

Accessibility

Cerni (2023) Australian [22]

Retrospective analysis (data from IHIP)

3546 patients with cancer, who died between 2015 and 2019

Travel time, geographic location

Included

Palliative care

Affordability

Kim (2019) Korea [23]

Retrospective analysis (data from NHIC)

609 individuals aged 65 and older between 2011 and 2013

Labor status, income level, education level, marital status, gender, proximity to death

Included

Palliative care

Chen (2020a) United States

Retrospective analysis (data from SEER Medicare database)

63,375 patients with non-small cell lung cancer and 26,819 patients with small cell lung cancer between 2000 and 2011

Race/ethnicity

Included

Hospice care

Accommodation

Nayfeh (2021) Canada [24]

Cross-sectional study

1,543 respondents between 2012 to 2019

Race/ethnicity, religion, religiosity, language/communication barriers, location of death

Included

End-of-life care

Acceptability

Yu (2023) China [25]

Retrospective analysis (data from NHI claims data, Taiwan’s Death Registry, and the Taiwan Cancer Registry)

2,289,965 people who died between 2002 and 2017

Period, age, gender, poverty status, marital status, severe disease, CPR

Included

Hospice care

Vallabhajosyula(2019) United States [26]

Retrospective analysis (data from NIS)

444,253 admissions for acute myocardial infarction-complicated cardiogenic shock between 2000 and 2014

AMI type, age, gender, race, primary payer, household income, hospital teaching status and location, hospital region, Charlson Comorbidity Index, comorbidities

Included

Palliative care

Acceptability

Teklemariam(2022) Ethiopia [27]

Facility-based cross-sectional study

304 systematically selected adult cancer patients receiving palliative care service in Tikur Anbessa Specialized Hospital

Educational status, occupational status, family size, monthly income

Included

Palliative care

Rosenwax(2016) Australia [28]

Retrospective analysis (data from the Data Linkage Branch at the WA Department of Health)

12,817 deaths between 2009 and 2010

Age, gender, partner, accessibility index, IRSD of area of residence, residence at death

Included

Palliative care

Murthy(2016) United States [29]

Retrospective analysis (data from NIS)

311,217 patients with intracerebral hemorrhage

Age, gender, race, health insurance, transfer, hospital geographic region, location, Modified Charlson Comorbidity Index

Included

Palliative care

Kumar(2020) United States [30]

Prospective cohort study (using the National Health and Aging Trends Study)

1,868 community dwelling NHATS respondents between 2011 and 2017

Caregiving hours

Included

Hospice care

Kim(2023) United States [31]

Retrospective analysis (data from NIS)

5,209 metastatic breast cancer patients between 2010 and 2014

Age, race, primary payer, severity of illness subclass, in-hospital death, surgery, chemotherapy, hospital status, region of hospital

Included

Palliative care

Acceptability

Huo(2019) United States [32]

Retrospective analysis (data from SEER Medicare database)

69,414 patients with metastatic non–small-cell lung cancer (NSCLC) between 2001 and 2013

Year of diagnosis, age, gender, race, census poverty, census region, chemotherapy, radiation therapy, hospice use, home care use

Included

Palliative care

Hugar(2019) United States [33]

Retrospective analysis (data from SEER Medicare database)

7,303 patients diagnosed with muscle-invasive bladder cancer between 2008 and 2013

Age, gender, comorbidity, population of county of residence, geographic region, treatment

Included

Palliative care

Gani(2017) United States

Retrospective analysis (data from NIS)

282,899 Patients admitted with primary diagnosis of gastrointestinal and/or thoracic cancer between 2012 and 2013

Age, gender, race, insurance, income zip quartile, Charlson Comorbidity Index, inpatient surgical procedure, Hospital Bed Capacity, Length of Stay, Postoperative Complication

Included

Palliative care

Fukui(2017) United States

Retrospective analysis (data from SEER Medicare database)

2982 patients with primary liver cancer between 2002 and 2009

Age, race, Charlson Comorbidity Index, inpatient surgical procedure, history of radiosurgery therapy

Included

Hospice care

Forst(2017) United States

Retrospective analysis (data from SEER Medicare database)

12,437 patients who diagnosed with malignant gliomas and subsequently passed away between 2002 and 2012

Age, gender, race, rural zip code, median household income, education

Included

Hospice care

Acceptability

Chen(2020b) United States

Retrospective analysis (data from NIS)

5,833 metastatic breast cancer (mBCa) patients receiving critical care therapies (CCT) between 2005 and 2014

Year interval, hospital type, primary diagnosis, metastatic sites, type of CCT, do not Resuscitate

Included

Palliative care

 

Cagle(2019) United States

Prospective cohort study(data from HRS)

1,209 participants who died between the 2012 and 2014 survey waves

Age, region, dementia, self-rated health, cause of death

Included

Hospice care

 

An(2014) Korea

Prospective cohort study

359 patient-caregiver dyads diagnosed with terminal cancer

Awareness of the patient’s terminal status, religion, metastasis, ECOG performance status

Included

Palliative and hospice care

 

Adsersen(2017) Denmark [34]

Retrospective analysis (data from Danish Palliative Care Database)

44,548 adults with cancer as the underlying cause of death between 2010 and 2012

Age, gender, diagnosis (cancer site)

Included

Palliative care

  1. CI Confidence interval, OR Odds ratio, PCP Primacy care provider, NIS Nationwide inpatient sample, SEER Surveillance, epidemiology, and end results, SES Socio-economic status, IHIP Illawarra Health Information Platform, NHIC National Health Insurance Corporation