Evidence map›Paper›PMID 32172391›Full record

ArticleThe European journal of health economics : HEPAC : health economics in prevention and care2020

Healthcare expenditure and carbon footprint in the USA: evidence from hidden cointegration approach.

Murat Gündüz

Erratum issuedAbstract read
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In one paragraph

Article in The European journal of health economics : HEPAC : health economics in prevention and care, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–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

10 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. The nexus among COEnvironmental science and pollution research international · 2024
    Article
  6. The Relationship Between Health Expenditure, COJournal of the knowledge economy · 2023
    Article
  7. Article
  8. Article
  9. Do renewable energy and health expenditures improve load capacity factor in the USA and Japan? A new approach to environmental issues.The European journal of health economics : HEPAC : health economics in prevention and care · 2021
    Article
  10. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

1 author.

Murat GündüzFaculty of Economics and Administrative Sciences, Department of Econometrics, Usak University, Usak, Turkey. murat.gunduz@usak.edu.tr.ORCID http://orcid.org/0000-0003-0006-8796

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The priority aim of this study is to investigate the effect of carbon footprint, which is an indicator of environmental degradation, on health expenditures for the USA. In the study, cointegration analysis was performed for the period 1970-2016 by using health expenditures, carbon footprint, gross domestic product per capita and life expectancy at birth variables. According to the results of standard cointegration analysis, only cointegration relationship between health expenditures and income was found. In the models with carbon footprint, no cointegration relationship was discovered between the original values of the variables. This result was approached with suspicion, and it was thought that there might be a hidden cointegration between healthcare expenditures and carbon footprint. For this purpose, the hidden cointegration analysis and crouching error correction model proposed by Granger and Yoon [18] were employed among the positive and negative components of the variables of healthcare expenditures and carbon footprint. The results of the hidden cointegration analysis revealed that there was a hidden cointegration relationship between the positive components of healthcare expenditures and the positive components of carbon footprint. Analysis results show that a 1% increase in carbon footprint will cause a 2.04% increase in healthcare expenditures in the long term in the USA. When the positive components of the variables were considered, it was concluded that there was a one-way long-term asymmetric causality relationship between carbon footprint and healthcare expenditures. As a result of the study, it was proposed that the carbon footprint should be diminished to prevent the increasing burden of the healthcare expenditures on the budget.

Indexed as

Carbon FootprintHealth ExpendituresGross Domestic ProductHumansIncomeModels, EconometricUnited StatesCarbon emissionsCarbon footprintCrouching error correctionEnvironmental qualityHealthcare expenditureHidden cointegration

Identifiers

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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.