Evidence map›Paper›PMID 38632372›Full record

ArticleScientific reports2024

An analysis of financial protection and financing incidence of out-of-pocket health expenditures in Kazakhstan from 2018 to 2021.

Askhat Shaltynov, Yulia Semenova, Madina Abenova, Assel Baibussinova, Ulzhan Jamedinova, Ayan Myssayev

Abstract read
In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Glaucoma screening in Kazakhstan.Scientific reports · 2025
    Article
  2. Social Determinants of Health and Antibiotic Consumption.Antibiotics (Basel, Switzerland) · 2025
    Article
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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

6 authors.

Askhat ShaltynovEpidemiology and Biostatistics Department, Semey Medical University, Semey, Kazakhstan. askhat.shaltynov@smu.edu.kz.ORCID 0000-0001-5387-3356
Yulia SemenovaSchool of Medicine, Nazarbayev University, Astana, Kazakhstan.ORCID 0000-0003-1324-7806
Madina AbenovaEpidemiology and Biostatistics Department, Semey Medical University, Semey, Kazakhstan.ORCID 0000-0002-4219-5737
Assel BaibussinovaEpidemiology and Biostatistics Department, Semey Medical University, Semey, Kazakhstan.ORCID 0000-0003-3447-6245
Ulzhan JamedinovaEpidemiology and Biostatistics Department, Semey Medical University, Semey, Kazakhstan.ORCID 0000-0003-1671-289X
Ayan MyssayevDepartment of the Science and Human Resources, Ministry of Healthcare of the Republic of Kazakhstan, Astana, Kazakhstan.ORCID 0000-0001-7332-4856

Funding

Science Committee of Science and Higher Education of the Ministry of Kazakhstan AP15473445
6 · The paper itself

Abstract

Universal health coverage relies on providing essential medical services and shielding individuals from financial risks. Our study assesses the progressivity of out-of-pocket (OOP) payments, identifies factors contributing to healthcare expenditure inequality, and examines catastrophic health expenditures (CHE) prevalence in Kazakhstan from 2018 to 2021. Using retrospective analysis of National Statistics Bureau data, we employed STATA 13 version for calculations CHE incidence, progressivity, Lorenz and concentration curves. In 2020-2021, OOP expenditures in Kazakhstan decreased, reflecting a nearly twofold reduction in the CHE incidence to 1.32% and 1.24%, respectively. However, during these years, we observe a transition towards a positive trend in the Kakwani index to 0.003 and 0.005, respectively, which may be explained by household size and education level factors. Increased state financing and quarantine measures contributed to reduced OOP payments. Despite a low healthcare expenditure share in gross domestic product, Kazakhstan exhibits a relatively high private healthcare spending proportion. The low CHE incidence and proportional expenditure system suggest private payments do not significantly impact financial resilience, prompting considerations about the role of government funding and social health insurance in the financing structure.

Indexed as

Health ExpendituresPovertyCatastrophic IllnessFamily CharacteristicsFinancing, PersonalHealthcare DisparitiesHumansIncidenceKazakhstanRetrospective Studies

Identifiers

PMID38632372
PMCPMC11024138

What OpenQuestion holds

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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.