Evidence map›Paper›PMID 34976659›Full record

ArticlePreventive medicine reports2021

Health-related biological and non-biological consequences of forgoing healthcare for economic reasons.

Dusan Petrovic, Kailing Marcus, José Sandoval, Stéphane Cullati, Giovanni Piumatti, Patrick Bodenmann, Yves-Laurent Jackson, Claire Durosier Izart, Hans Wolff, Idris Guessous and 1 more

Abstract read
In one paragraph

Article in Preventive medicine reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. 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

11 authors.

Dusan PetrovicDepartment and Division of Primary Care Medicine, Geneva University Hospitals (HUG), Geneva, Switzerland.
Kailing MarcusDepartment and Division of Primary Care Medicine, Geneva University Hospitals (HUG), Geneva, Switzerland.
José SandovalDepartment of Oncology, Geneva University Hospitals (HUG), Geneva, Switzerland.
Stéphane CullatiPopulation Health Laboratory (#PopHealthLab), Faculty of Science and Medicine, University of Fribourg, Switzerland.
Giovanni PiumattiFondazione Agnelli, Turin, Italy.
Patrick BodenmannDepartment of Vulnerabilities and Social Medicine, University Center for General Medicine and Public Health (UNISANTE), Lausanne, Switzerland.
Yves-Laurent JacksonDepartment and Division of Primary Care Medicine, Geneva University Hospitals (HUG), Geneva, Switzerland.
Claire Durosier IzartDepartment and Division of Primary Care Medicine, Geneva University Hospitals (HUG), Geneva, Switzerland.
Hans WolffDepartment and Division of Primary Care Medicine, Geneva University Hospitals (HUG), Geneva, Switzerland.
Idris GuessousDepartment and Division of Primary Care Medicine, Geneva University Hospitals (HUG), Geneva, Switzerland.
Silvia StringhiniDepartment and Division of Primary Care Medicine, Geneva University Hospitals (HUG), Geneva, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Forgoing healthcare for economic reasons has been previously associated with adverse health outcomes, including a higher risk of hospitalization, a lower quality of life, and worse self-reported health. However, the exact cause-to-effect relation between forgoing healthcare and health-related outcomes has been insufficiently described. Here, we investigate the prospective health consequences of forgoing healthcare for economic reasons using data from "ReBus" (N = 400), a prospective study examining the health consequences of forgoing healthcare (Baseline: 2008-2013, Follow-up: 2014-2016). Using regression models, we explored the baseline determinants of forgoing healthcare, including socioeconomic, demographic, and pre-existing health-risk factors, and examined the associations between forgoing healthcare at baseline and health deterioration at follow-up, using highly pertinent biomarkers (glucose, glycated hemoglobin, lipids, blood pressure) and SF-36 questionnaire data. Low income, low occupation, low education, and smoking were associated with higher odds of forgoing healthcare at baseline. Forgoing healthcare for economic reasons at baseline was subsequently related to detrimental changes in glucose, high-density lipoprotein cholesterol (HDL), and blood pressure (BP) at follow-up, independently of baseline socioeconomic factors (Glucose-β = 0.19, 95%CI[0.03;0.34], HDL-β = -0.07, 95%CI[-0.14;0.01], BP-β = 3.30, 95%CI[-0.01;6.60]). Moreover, we found strong associations between forgoing healthcare and adverse SF-36 health scores at follow-up, with individuals forgoing healthcare systematically displaying worse health scores (6%-11% lower scores). For the first time, we show that forgoing healthcare for economic reasons predicts adverse health-related consequences 2-8 years later. Our findings shall further encourage the implementation of public health measures aimed at identifying individuals who forgo healthcare and preventing the adverse health consequences of unmet medical needs.

Indexed as

Blood biomarkersForgoing healthcareHealth consequencesSelf-reported healthSF-36Socioeconomic determinantsSwitzerland

Identifiers

PMID34976659
PMCPMC8683898

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.