Evidence map›Paper›PMID 41426669›Full record

ArticleFrontiers in public health2025

Does the Health Kuznets Curve hypothesis hold for Saudi Arabia? A quantile ARDL analysis of disability-adjusted life years and their burden components.

Ousama Ben-Salha, Mehdi Abid, Nasareldeen Hamed Ahmed Alnor

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

3 authors.

Ousama Ben-SalhaHumanities and Social Research Center, Northern Border University, Arar, Saudi Arabia.
Mehdi AbidDepartment of Finance and Investment, College of Business, Jouf University, Skaka, Saudi Arabia.
Nasareldeen Hamed Ahmed AlnorDepartment of Accounting, College of Business, Jouf University, Skaka, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Even though the drivers of public health have been extensively investigated, there is a lack of evidence on what contributes to the public health burden in developing countries. This research bridges this gap by testing the Health Kuznets Curve hypothesis in Saudi Arabia, while accounting for the conditional effects of economic, environmental, and social factors within the Grossman health production framework. Three measures of public health burden are considered: Disability-Adjusted Life Years (DALYs) as an overall indicator, Years of Life Lost (YLLs) as a proxy for premature deaths, and Years Lived with Disability (YLDs) as a proxy for morbidity. Using annual data covering the period 1990-2021, this study employs the Quantile Autoregressive Distributed Lag model to investigate the nonlinear effects of key determinants across different quantiles of public health burden. The results reveal an inverted U-shaped association between income and public health, supporting the Health Kuznets Curve hypothesis for all quantiles of DALYs, with a turning point ranging between $20,543.805 and $21,459.450. The findings also reveal an inverted U-shaped relationship for YLLs and YLDs. However, the turning points for YLLs are slightly higher than those associated with YLDs, suggesting that economic growth reduces non-fatal health burdens before it reduces premature deaths. Finally, the findings reveal that GHG emissions and unemployment deteriorate health outcomes across all quantiles, while the impact of globalization is mixed.

Indexed as

Cost of IllnessDisability-Adjusted Life YearsPersons with DisabilitiesPublic HealthQuality-Adjusted Life YearsFemaleHumansLife ExpectancyMaleMortality, PrematureSaudi ArabiaSocioeconomic Factorsdisability-adjusted life yearseconomic growthHealth Kuznets Curvequantile ARDLSaudi Arabiayears lived with disabilityyears of life lost

Identifiers

PMID41426669
PMCPMC12715600

What Socratic holds

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LicenceCC BY
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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 Socratic graph.