Evidence map›Paper›PMID 38195603›Full record

ArticleCost effectiveness and resource allocation : C/E2024

Mitigating role of financial inclusion on the perceived difficulties, concerns, and borrowing for medical expenses in Saudi Arabia.

Mohammed Khaled Al-Hanawi, Naseem Al Rahahleh

Abstract read
In one paragraph

Article in Cost effectiveness and resource allocation : C/E, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Bridging Financial Inclusion and Health Equity in LMICs: Evidence from a Half-Century of Bibliometric Data.International journal of environmental research and public health · 2026
    Article
  2. Article
  3. 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

2 authors.

Mohammed Khaled Al-HanawiDepartment of Health Services and Hospitals Administration, Faculty of Economics and Administration, King Abdulaziz University, Jeddah, Saudi Arabia. mkalhanawi@kau.edu.sa.ORCID http://orcid.org/0000-0002-8419-2219
Naseem Al RahahlehFinance Department, Faculty of Economics and Administration, King Abdulaziz University, Jeddah, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Access to convenient quality healthcare at all times is considered a basic human right; however, many countries are still striving to achieve this goal for their populations. The persistent rise in healthcare expenditure remains a significant obstacle in achieving universal health coverage on a global scale. The aim of this study was to investigate the role of financial inclusion in addressing the financial hardship related to health and medical expense concerns in the Kingdom of Saudi Arabia. Probit models were applied to analyse nationally representative data from the Global Financial Inclusion (Global Findex) database. The results showed that financial inclusion had a significant impact on reducing the hardship associated with obtaining money for emergency expenses within 30 days as indicated by a significant coefficient of -0.262. Additionally, Financial inclusion substantially increases the likelihood of borrowing money for health or medical purposes in the past 12 months, with a coefficient of 0.585. Moreover, correlations were identified between low income levels and decreased likelihood of borrowing for health/medical purposes, increased difficulty in obtaining money for emergency expenses, and heightened concern regarding the ability to afford medical costs in the event of serious illness or accidents. These findings highlight the need for policy makers and health providers to prioritize financial inclusion and support programs for low-income individuals to achieve equity in health treatment for all in Saudi Arabia.

Indexed as

Financial hardshipFinancial inclusionHealthcareMedical expensesSaudi Arabia

Identifiers

PMID38195603
PMCPMC10775537

What OpenQuestion holds

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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.