The patient co‐payment and opportunity costs of accessing healthcare for Indigenous Australians with cancer: A whole of population data linkage study
Aim To quantify the direct out‐of‐pocket patient co‐payments and time opportunity costs (length of hospital stay) incurred by Indigenous and non‐Indigenous persons diagnosed with cancer during the first year postdiagnosis. Methods CancerCostMod was used, which is a model of cancer costs based upon a...
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Veröffentlicht in: | Asia-Pacific journal of clinical oncology 2019-12, Vol.15 (6), p.309-315 |
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creator | Callander, Emily Bates, Nicole Lindsay, Daniel Larkins, Sarah Preston, Robyn Topp, Stephanie M. Cunningham, Joan Garvey, Gail |
description | Aim
To quantify the direct out‐of‐pocket patient co‐payments and time opportunity costs (length of hospital stay) incurred by Indigenous and non‐Indigenous persons diagnosed with cancer during the first year postdiagnosis.
Methods
CancerCostMod was used, which is a model of cancer costs based upon a whole‐of‐population data linkage. The base population was a census of all persons diagnosed with cancer in Queensland, Australia between 1 July 2011 and 30 June 2012 (n = 25,553). Individual records were linked to corresponding Queensland Health Admitted Patient Data Collection, Emergency Data Information System, Medicare Benefits Schedule, and Pharmaceutical Benefits Scheme records between 1 July 2011 and 30 June 2015. Queensland data were weighted to be representative of the Australian population (approximately 123,900 Australians, 1.7% Indigenous Australians).
Results
After adjusting for age, sex, rurality, area‐based deprivation, and cancer group, Indigenous Australians accrued significantly less in postdiagnosis patient co‐payments at 0–6 months (61% less) and 7–12 months (63% less). Indigenous Australians also had significantly fewer postdiagnosis hospitalizations at 0–6 months (21% fewer) and 7–12 months (27% fewer).
Conclusion
There is growing concern regarding the financial burden of cancer to the patient. The time spent away from family and their community may also have an important time opportunity cost, which may affect a person's decision to undertake or continue treatment. This is the first study in Australia to identify the financial cost of co‐payments for Indigenous people with cancer, as well as the number and length of hospitalizations as drivers of time opportunity costs. |
doi_str_mv | 10.1111/ajco.13180 |
format | Article |
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To quantify the direct out‐of‐pocket patient co‐payments and time opportunity costs (length of hospital stay) incurred by Indigenous and non‐Indigenous persons diagnosed with cancer during the first year postdiagnosis.
Methods
CancerCostMod was used, which is a model of cancer costs based upon a whole‐of‐population data linkage. The base population was a census of all persons diagnosed with cancer in Queensland, Australia between 1 July 2011 and 30 June 2012 (n = 25,553). Individual records were linked to corresponding Queensland Health Admitted Patient Data Collection, Emergency Data Information System, Medicare Benefits Schedule, and Pharmaceutical Benefits Scheme records between 1 July 2011 and 30 June 2015. Queensland data were weighted to be representative of the Australian population (approximately 123,900 Australians, 1.7% Indigenous Australians).
Results
After adjusting for age, sex, rurality, area‐based deprivation, and cancer group, Indigenous Australians accrued significantly less in postdiagnosis patient co‐payments at 0–6 months (61% less) and 7–12 months (63% less). Indigenous Australians also had significantly fewer postdiagnosis hospitalizations at 0–6 months (21% fewer) and 7–12 months (27% fewer).
Conclusion
There is growing concern regarding the financial burden of cancer to the patient. The time spent away from family and their community may also have an important time opportunity cost, which may affect a person's decision to undertake or continue treatment. This is the first study in Australia to identify the financial cost of co‐payments for Indigenous people with cancer, as well as the number and length of hospitalizations as drivers of time opportunity costs.</description><identifier>ISSN: 1743-7555</identifier><identifier>ISSN: 1743-7563</identifier><identifier>EISSN: 1743-7563</identifier><identifier>DOI: 10.1111/ajco.13180</identifier><identifier>PMID: 31313475</identifier><language>eng</language><publisher>Australia: Wiley Subscription Services, Inc</publisher><subject>Australia ; Cancer ; Cost of Illness ; Costs ; expenses ; Female ; financial toxicity ; Health Expenditures - statistics & numerical data ; Health Services Accessibility - economics ; Hospitalization - economics ; Hospitalization - statistics & numerical data ; Humans ; indigenous ; Indigenous peoples ; Information Storage and Retrieval ; Information systems ; Male ; Middle Aged ; Neoplasms - economics ; Neoplasms - epidemiology ; Opportunity costs ; out‐of‐pocket costs ; Patients ; Population ; Population studies ; Queensland - epidemiology</subject><ispartof>Asia-Pacific journal of clinical oncology, 2019-12, Vol.15 (6), p.309-315</ispartof><rights>2019 John Wiley & Sons Australia, Ltd</rights><rights>2019 John Wiley & Sons Australia, Ltd.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3860-3913db2e543723948ad49568497b4076e73445aca64f5a8bda0789cc8a21fb593</citedby><cites>FETCH-LOGICAL-c3860-3913db2e543723948ad49568497b4076e73445aca64f5a8bda0789cc8a21fb593</cites><orcidid>0000-0002-9628-1462</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fajco.13180$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fajco.13180$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31313475$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Callander, Emily</creatorcontrib><creatorcontrib>Bates, Nicole</creatorcontrib><creatorcontrib>Lindsay, Daniel</creatorcontrib><creatorcontrib>Larkins, Sarah</creatorcontrib><creatorcontrib>Preston, Robyn</creatorcontrib><creatorcontrib>Topp, Stephanie M.</creatorcontrib><creatorcontrib>Cunningham, Joan</creatorcontrib><creatorcontrib>Garvey, Gail</creatorcontrib><title>The patient co‐payment and opportunity costs of accessing healthcare for Indigenous Australians with cancer: A whole of population data linkage study</title><title>Asia-Pacific journal of clinical oncology</title><addtitle>Asia Pac J Clin Oncol</addtitle><description>Aim
To quantify the direct out‐of‐pocket patient co‐payments and time opportunity costs (length of hospital stay) incurred by Indigenous and non‐Indigenous persons diagnosed with cancer during the first year postdiagnosis.
Methods
CancerCostMod was used, which is a model of cancer costs based upon a whole‐of‐population data linkage. The base population was a census of all persons diagnosed with cancer in Queensland, Australia between 1 July 2011 and 30 June 2012 (n = 25,553). Individual records were linked to corresponding Queensland Health Admitted Patient Data Collection, Emergency Data Information System, Medicare Benefits Schedule, and Pharmaceutical Benefits Scheme records between 1 July 2011 and 30 June 2015. Queensland data were weighted to be representative of the Australian population (approximately 123,900 Australians, 1.7% Indigenous Australians).
Results
After adjusting for age, sex, rurality, area‐based deprivation, and cancer group, Indigenous Australians accrued significantly less in postdiagnosis patient co‐payments at 0–6 months (61% less) and 7–12 months (63% less). Indigenous Australians also had significantly fewer postdiagnosis hospitalizations at 0–6 months (21% fewer) and 7–12 months (27% fewer).
Conclusion
There is growing concern regarding the financial burden of cancer to the patient. The time spent away from family and their community may also have an important time opportunity cost, which may affect a person's decision to undertake or continue treatment. This is the first study in Australia to identify the financial cost of co‐payments for Indigenous people with cancer, as well as the number and length of hospitalizations as drivers of time opportunity costs.</description><subject>Australia</subject><subject>Cancer</subject><subject>Cost of Illness</subject><subject>Costs</subject><subject>expenses</subject><subject>Female</subject><subject>financial toxicity</subject><subject>Health Expenditures - statistics & numerical data</subject><subject>Health Services Accessibility - economics</subject><subject>Hospitalization - economics</subject><subject>Hospitalization - statistics & numerical data</subject><subject>Humans</subject><subject>indigenous</subject><subject>Indigenous peoples</subject><subject>Information Storage and Retrieval</subject><subject>Information systems</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Neoplasms - economics</subject><subject>Neoplasms - epidemiology</subject><subject>Opportunity costs</subject><subject>out‐of‐pocket costs</subject><subject>Patients</subject><subject>Population</subject><subject>Population studies</subject><subject>Queensland - epidemiology</subject><issn>1743-7555</issn><issn>1743-7563</issn><issn>1743-7563</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kb1uFDEQx1cIREKg4QGQJZoI6YK9tveD7nTiIyhSmlBbs97ZWx8-e7G9Om3HI9DxfjwJPi6koMDN2JqffjPWvyheMnrF8nkLO-2vGGcNfVScs1rwVS0r_vjhLuVZ8SzGHaW8LVv2tDjjmeailufFz7sRyQTJoEtE-1_ff0yw7I8PcD3x0-RDmp1JS27GFIkfCGiNMRq3JSOCTaOGgGTwgVy73mzR-TmS9RxTAGvARXIwaSQanMbwjqzJYfQWj57JT7PNk70jPSQg1rivsEUS09wvz4snA9iIL-7rRfHlw_u7zafVze3H6836ZqV5U9EVbxnvuxKl4HXJW9FAL1pZNaKtO0HrCmsuhAQNlRgkNF0PtG5arRso2dDJll8UlyfvFPy3GWNSexM1WgsO80dUWWZIZr3M6Ot_0J2fg8vbqZIzIQSjpcjUmxOlg48x4KCmYPYQFsWoOsaljnGpP3Fl-NW9cu722D-gf_PJADsBB2Nx-Y9KrT9vbk_S38FCogY</recordid><startdate>201912</startdate><enddate>201912</enddate><creator>Callander, Emily</creator><creator>Bates, Nicole</creator><creator>Lindsay, Daniel</creator><creator>Larkins, Sarah</creator><creator>Preston, Robyn</creator><creator>Topp, Stephanie M.</creator><creator>Cunningham, Joan</creator><creator>Garvey, Gail</creator><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TO</scope><scope>H94</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-9628-1462</orcidid></search><sort><creationdate>201912</creationdate><title>The patient co‐payment and opportunity costs of accessing healthcare for Indigenous Australians with cancer: A whole of population data linkage study</title><author>Callander, Emily ; Bates, Nicole ; Lindsay, Daniel ; Larkins, Sarah ; Preston, Robyn ; Topp, Stephanie M. ; Cunningham, Joan ; Garvey, Gail</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3860-3913db2e543723948ad49568497b4076e73445aca64f5a8bda0789cc8a21fb593</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Australia</topic><topic>Cancer</topic><topic>Cost of Illness</topic><topic>Costs</topic><topic>expenses</topic><topic>Female</topic><topic>financial toxicity</topic><topic>Health Expenditures - statistics & numerical data</topic><topic>Health Services Accessibility - economics</topic><topic>Hospitalization - economics</topic><topic>Hospitalization - statistics & numerical data</topic><topic>Humans</topic><topic>indigenous</topic><topic>Indigenous peoples</topic><topic>Information Storage and Retrieval</topic><topic>Information systems</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Neoplasms - economics</topic><topic>Neoplasms - epidemiology</topic><topic>Opportunity costs</topic><topic>out‐of‐pocket costs</topic><topic>Patients</topic><topic>Population</topic><topic>Population studies</topic><topic>Queensland - epidemiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Callander, Emily</creatorcontrib><creatorcontrib>Bates, Nicole</creatorcontrib><creatorcontrib>Lindsay, Daniel</creatorcontrib><creatorcontrib>Larkins, Sarah</creatorcontrib><creatorcontrib>Preston, Robyn</creatorcontrib><creatorcontrib>Topp, Stephanie M.</creatorcontrib><creatorcontrib>Cunningham, Joan</creatorcontrib><creatorcontrib>Garvey, Gail</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Asia-Pacific journal of clinical oncology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Callander, Emily</au><au>Bates, Nicole</au><au>Lindsay, Daniel</au><au>Larkins, Sarah</au><au>Preston, Robyn</au><au>Topp, Stephanie M.</au><au>Cunningham, Joan</au><au>Garvey, Gail</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The patient co‐payment and opportunity costs of accessing healthcare for Indigenous Australians with cancer: A whole of population data linkage study</atitle><jtitle>Asia-Pacific journal of clinical oncology</jtitle><addtitle>Asia Pac J Clin Oncol</addtitle><date>2019-12</date><risdate>2019</risdate><volume>15</volume><issue>6</issue><spage>309</spage><epage>315</epage><pages>309-315</pages><issn>1743-7555</issn><issn>1743-7563</issn><eissn>1743-7563</eissn><abstract>Aim
To quantify the direct out‐of‐pocket patient co‐payments and time opportunity costs (length of hospital stay) incurred by Indigenous and non‐Indigenous persons diagnosed with cancer during the first year postdiagnosis.
Methods
CancerCostMod was used, which is a model of cancer costs based upon a whole‐of‐population data linkage. The base population was a census of all persons diagnosed with cancer in Queensland, Australia between 1 July 2011 and 30 June 2012 (n = 25,553). Individual records were linked to corresponding Queensland Health Admitted Patient Data Collection, Emergency Data Information System, Medicare Benefits Schedule, and Pharmaceutical Benefits Scheme records between 1 July 2011 and 30 June 2015. Queensland data were weighted to be representative of the Australian population (approximately 123,900 Australians, 1.7% Indigenous Australians).
Results
After adjusting for age, sex, rurality, area‐based deprivation, and cancer group, Indigenous Australians accrued significantly less in postdiagnosis patient co‐payments at 0–6 months (61% less) and 7–12 months (63% less). Indigenous Australians also had significantly fewer postdiagnosis hospitalizations at 0–6 months (21% fewer) and 7–12 months (27% fewer).
Conclusion
There is growing concern regarding the financial burden of cancer to the patient. The time spent away from family and their community may also have an important time opportunity cost, which may affect a person's decision to undertake or continue treatment. This is the first study in Australia to identify the financial cost of co‐payments for Indigenous people with cancer, as well as the number and length of hospitalizations as drivers of time opportunity costs.</abstract><cop>Australia</cop><pub>Wiley Subscription Services, Inc</pub><pmid>31313475</pmid><doi>10.1111/ajco.13180</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0002-9628-1462</orcidid></addata></record> |
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ispartof | Asia-Pacific journal of clinical oncology, 2019-12, Vol.15 (6), p.309-315 |
issn | 1743-7555 1743-7563 1743-7563 |
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source | Wiley Online Library - AutoHoldings Journals; MEDLINE |
subjects | Australia Cancer Cost of Illness Costs expenses Female financial toxicity Health Expenditures - statistics & numerical data Health Services Accessibility - economics Hospitalization - economics Hospitalization - statistics & numerical data Humans indigenous Indigenous peoples Information Storage and Retrieval Information systems Male Middle Aged Neoplasms - economics Neoplasms - epidemiology Opportunity costs out‐of‐pocket costs Patients Population Population studies Queensland - epidemiology |
title | The patient co‐payment and opportunity costs of accessing healthcare for Indigenous Australians with cancer: A whole of population data linkage study |
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