Evidence map›Paper›PMID 32838767›Full record

ArticleBMC health services research2020

An empirical study on the determinants of health care expenses in emerging economies.

Lulin Zhou, Sabina Ampon-Wireko, Henry Asante Antwi, Xinglong Xu, Muhammad Salman, Maxwell Opuni Antwi, Tordzro Mary Norvienyo Afua

Abstract read
In one paragraph

Article in BMC health services research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

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  7. Enhanced lung image segmentation using deep learning.Neural computing & applications · 2022
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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

7 authors.

Lulin ZhouSchool of Management, Jiangsu University, Zhenjiang, 212013, P. R. China.
Sabina Ampon-WirekoSchool of Management, Jiangsu University, Zhenjiang, 212013, P. R. China. amponwirekosabina@gmail.com.ORCID http://orcid.org/0000-0001-6456-3660
Henry Asante AntwiSchool of Management, Jiangsu University, Zhenjiang, 212013, P. R. China.
Xinglong XuSchool of Management, Jiangsu University, Zhenjiang, 212013, P. R. China.
Muhammad SalmanSchool of Management, Jiangsu University, Zhenjiang, 212013, P. R. China.
Maxwell Opuni AntwiSchool of Management, Jiangsu University, Zhenjiang, 212013, P. R. China.
Tordzro Mary Norvienyo AfuaSchool of Management, Jiangsu University, Zhenjiang, 212013, P. R. China.

Funding

National Natural Science Foundation of China 71904066Research on the Construction and Support Strategy of Value-Oriented Outpatient Security Payment Model for Chronic Diseases 71974079
6 · The paper itself

Abstract

backgroundEmerging countries continue to suffer gravely from insufficient healthcare funding, which adversely affects access to quality healthcare and ultimately the health status of citizens. By using panel data from the World Development Indicators, the study examined the determinants of health care expenditure among twenty-two (22) emerging countries from the year 2000 to 2018.

methodsThe study employed cross-section dependence and homogeneity tests to confirm cross-sectional dependence and to deal with homogeneity issues. The Quantile regression technique is employed to test for the relationship between private and public health care expenses and its determinants. The Pooled mean group causality test is used to examine the causal connections among the variables.

resultsThe outcome of the quantile regression test revealed that economic growth and aging population could induce healthcare costs in emerging countries. However, the impact of industrialization, agricultural activities, and technological advancement on health expenses are found to be noticeably heterogeneous at the various quantile levels. Unidirectional causality was found between industrialization and public health expenses; whereas two-way causal influence was reveled amongst public health expenditure and GDP per capita; public health expenditure and agricultural activities.

conclusionIt is therefore suggested that effective and integrated strategies should be considered by industries and agricultural sectors to help reduce preventable diseases that will ultimately reduce healthcare costs among the emerging countries.

Indexed as

AgedAged, 80 and overCross-Sectional StudiesDelivery of Health CareDeveloping CountriesHealth ExpendituresHumansAgricultural activitiesEconomic growthHealth care expenditureIndustrializationQuantile regression

Identifiers

PMID32838767
PMCPMC7444191

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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.