Evidence map›Paper›PMID 42437029›Full record

ArticleJournal of multidisciplinary healthcare2026

Bridging the Healthcare Financing Gap: The Role of Financial Inclusion in Improving Access to Emergency Healthcare Financing in Saudi Arabia.

Tarek Sadraoui, Sameh Zarai

Abstract read
In one paragraph

Article in Journal of multidisciplinary healthcare, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Tarek SadraouiDepartment of Economics, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia.ORCID 0000-0003-0289-5488
Sameh ZaraiFaculty of Economics Science and Management of Sfax, University of Sfax, Sfax, Tunisia.ORCID 0009-0002-0395-593X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Financing emergency healthcare remains a major challenge for households worldwide considering the issue of uncertain income levels and increasing healthcare costs. Financial limitations may result in delayed use of healthcare services. Saudi Vision 2030 emphasizes the need for enhancing financial inclusion alongside healthcare delivery. However, little research done on financial inclusion impacts on household access to emergency healthcare financing. Methodology: This study uses a panel dataset comprising 13 regions within Saudi Arabia spanning from 2015 to 2023 (117 observations). We use the fixed effects approach, system GMM model, and the panel ARDL model. Indicators of financial inclusion comprise formal finance, digital financial services, and savings indicators while controls are income stability and healthcare infrastructure. Findings: Financial inclusion increases household access to emergency healthcare financing both in short run and long run. Digital finance and savings are strong predictors of emergency healthcare finance capacity (FI=0.287, p<0.001). Income stability and healthcare infrastructure reinforce the effect of financial inclusion. The error correction measure indicates that convergence to equilibrium happens rapidly (-0.412, p<0.001). Conclusion: Improvement of financial inclusion via adoption of digital financial services and savings can enable households to deal with health emergencies effectively. Access to finance in combination with income stability and health infrastructure development is essential in ensuring that health financing is sustainable in Saudi Arabia. The above findings have significant policy recommendations concerning financial-sector reform and health system resilience in line with Vision 2030. Jel Classification: G21; I13; I18; O16; O53.

Indexed as

digital financeemergency healthcare financingfinancial inclusionhealth resilienceSaudi Arabiavision 2030

Identifiers

PMID42437029
PMCPMC13355631

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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.