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Table 1 Summary of Studies

From: Impact of socioeconomic status on end-of-life costs: a systematic review and meta-analysis

Source

Location

Patient Type

# of participants

SES Measured

EOL Period

Costs Measured

Results: SES-EOL Cost Relationship (Adjustment for Comorbidities)

Funding Sources Disclosed

Cunningham et al., 2011 [24]

Canada

Age 65+

58,820

Household income

Last year of life

Total medical cost

Negative relationship (adjusted); no relationship (not adjusted)

Yes

Panczak et al., 2017 [25]

Switzerland

Age 18+

113,277

Median area-based socioeconomic position index

Last year of life

Costs covered by a public health insurance

Positive relationship (not adjusted)

Yes

Kelley et al., 2015 [26]

USA

Age 70+, Medicare beneficiary

1702

Household wealth, individual education

Last 5 years of life

Total medical cost

No relationship (not adjusted)

Yes

Lee et al., 2015 [27]

Taiwan

Age 18+, oral cancer

5386

Individual income

Last month of life

Costs covered by a public health insurance

Positive but not linear relationship (adjusted)

Yes

Kelley et al., 2013 [28]

USA

Age 70+, Medicare beneficiary

3209

Individual income, individual total assets

Last 5 years of life

1 aspect of cost (out-of-pocket costs)

Positive relationship (unadjusted)

Yes

Kelley et al., 2011 [29]

USA

Age 65.5+, Medicare beneficiary

2394

Individual net worth, individual education

Last 6 months of life

Medicare costs (parts a and b)

No relationship (unadjusted)

Yes

Hanratty et al., 2007 [30]

Sweden

All decedents 18+

16,617

Household income

Last year of life

Costs covered by a public health insurance

Positive relationship (not adjusted)

Yes

Fahlman et al., 2006 [31]

USA

Age 18+, Medicare+Choice beneficiary

4602

Median area household income

Last year of life

1 aspect of cost (prescription drug costs)

Positive relationship (adjusted)

Yes

McGarry et al., 2005 [32]

USA

Age 70+

4321

Household income, household wealth

Variable (last 12 months to last 3 years of life)

1 aspect of cost (out-of-pocket costs)

Negative relationship as % of wealth (not adjusted)

Yes

Hogan et al., 2001 [33]

USA

Age 65+ or disabled, Medicare beneficiary

8000

ZIP code poverty rate

Last year of life

Medicare costs (parts a and b)

Negative relationship (not adjusted)

Yes

Timmer and Kovar, 1971 [34]

USA

Age 25+

1,649,000

Household income

Last year of life

1 aspect of cost (hospital & institutional care costs)

Positive relationship (not adjusted)

NA (government statistics)

Chen et al., 2017 [35]

Taiwan

Age 60+, Chronic Kidney Disease

65,124

Individual income

Last month of life

1 aspect of cost (inpatient costs)

Negative relationship (adjusted)

Yes

Hanchate et al., 2009 [36]

USA

Age 66+, Medicare beneficiary

158,780

Median area household income

Last 6 months of life

Medicare costs (parts a and b)

No relationship (adjusted)

Yes

Keating et al., 2018 [37]

USA

Age 65+, lung or colorectal advanced stage cancer, Medicare beneficiary

1132

Household income, individual education

Last month of life

Medicare costs (parts a and b)

No relationship (adjusted)

 

Shugarman et al., 2004 [38]

USA

Age 68+, Medicare beneficiary, white or black race

241,047

Median area household income

Last 3 years of life, or year of life

Medicare costs (parts a and b)

Negative relationship for last year of life (adjusted). Positive relationship for last year of life (unadjusted). Positive relationship for last 3 years of life (regardless of adjustment)

No

Tanuseputro et al., 2015 [11]

Canada

All decedents 18+

264,755

Average area household income

Last year of life

Costs covered by a public health insurance

No relationship (unadjusted)

Yes

Rolden et al., 2014 [39]

The Netherlands

Age 65+

2833

Score based on area education and income

Last 6 months of life

Total medical cost

No relationship (unadjusted)

No

Murthy et al., 2017 [40]

Canada

All decedents 18+

264,754

Median area household income

Last year of life

Costs covered by a public health insurance

No relationship (adjusted)

Yes

Walsh & Laudicella, 2017 [41]

England

Age 18+, colorectal cancer, breast cancer, prostate cancer, or lung cancer

258,837

% of area residents on government income benefits

Last 6 months of life

1 aspect of cost (hospital costs)

Negative relationship (adjusted)

Yes

Menec et al., 2004 [42]

Canada

All decedents 18+

9436

Average area household income

Last 6 months of life

Total medical cost

No relationship (unadjusted)

Yes

  1. USA United States of America; SES Socioeconomic status; EOL End-of-life