Evidence map›Paper›PMID 39653563›Full record

ArticleBMJ open2024

Effects of clinical and socioeconomic factors on Medicare and patient costs for colorectal cancer in Australia: a retrospective multivariate regression analysis.

Ou Yang, Yuting Zhang, Yat Hang To, Maarten M J IJzerman, Judith Liu, Peter Gibbs, Karen Trapani, Sallie-Anne Pearson, Fanny Franchini, PRIMCAT Group

Abstract read
In one paragraph

Article in BMJ open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Ou YangMelbourne Institute: Applied Economic & Social Research, The University of Melbourne, Melbourne, Victoria, Australia ou.yang@unimelb.edu.au.ORCID 0000-0003-0457-7029
Yuting ZhangMelbourne Institute: Applied Economic & Social Research, The University of Melbourne, Melbourne, Victoria, Australia.
Yat Hang ToDivision of Personalised Oncology, Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria, Australia.
Maarten M J IJzermanCentre for Health Policy, The University of Melbourne, Melbourne, Victoria, Australia.
Judith LiuDepartment of Economics, University of Oklahoma, Norman, Queensland, USA.
Peter GibbsDivision of Personalised Oncology, Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria, Australia.
Karen TrapaniCentre for Health Policy, The University of Melbourne, Melbourne, Victoria, Australia.
Sallie-Anne PearsonMedicines Intelligence Research Program, University of New South Wales, Sydney, New South Wales, Australia.
Fanny FranchiniCentre for Health Policy, The University of Melbourne, Melbourne, Victoria, Australia.
PRIMCAT Group

Funding

SEROTONIN'S ROLE IN PSYCHOBIOLOGY OF ANOREXIA NERVOSAK23MH002021 · NIMH · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI ATTIA, EVELYN · 2001 to 2005
$800k
NIMH NIH HHS K23 MH002021
6 · The paper itself

Abstract

objectiveWe study how clinical and socioeconomic factors influence colorectal cancer (CRC) costs for patients and Medicare in Australia. The study seeks to extend the limited Australian literature on CRC costs by analysing comprehensive patient-level medical services and pharmaceutical cost data. DESIGN, SETTING AND

participantsUsing the Victorian Cancer Registry, we identified all patients in Victoria who were diagnosed with CRC from 2010 to 2019 and extracted their linked 2010-2021 Medicare data. This data includes expenses from the Pharmaceutical Benefits Scheme and Medicare Benefits Schedule services. We examined variables such as disease stage, CRC type, molecular profile, metastasis status and demographics (eg, age, birth country, socioeconomic level via the SEIFA index, and native language). We applied descriptive and log-linear multivariate regression analyses to explore patient and Medicare costs related to CRC treatment.

resultsCosts significantly rise with advanced cancer stages, especially on medication costs. Patients' average out-of-pocket (OOP) expenses are roughly $A441 per year. Key cost influencers are gender, age and socioeconomic status. On average, males incur 13.5% higher annual costs, a significantly larger OOP expense, than females. Compared with patients aged 50 or below, there is a 7.1% cost increase for individuals aged 50-70 and an 8.8% decrease post-70, likely reflecting less intensive treatment for the elderly. Socioeconomic factors show a clear gradient. Wealthier areas experience higher costs, especially among native English speakers. Costs also vary based on cancer's anatomical location and specific genetic mutations.

conclusionThe research highlights that CRC treatment expenses for patients and Medicare differ considerably due to factors such as diagnostic stage, demographics, anatomical location of the tumour and mutations. These cost variations lead to concerns about healthcare equality and decision-making autonomy. Policymakers may need to focus on early detection, increased support for advanced-stage patients, gender-sensitive healthcare, and equitable access to treatment across different socioeconomic groups.

Indexed as

Colorectal NeoplasmsSocioeconomic FactorsAgedAged, 80 and overAustraliaFemaleHealth Care CostsHealth ExpendituresHumansMaleMiddle AgedMultivariate AnalysisNational Health ProgramsRetrospective StudiesUnited StatesVictoriaHEALTH ECONOMICSHealth EquityHealth policy

Identifiers

PMID39653563
PMCPMC11628990

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.