The Symmetric and Asymmetric Effect of Defense Expenditures, Financial Liberalization, Health Expenditures on Sustainable Development

dc.contributor.authorMeiling, Li
dc.contributor.authorTaspinar, Nigar
dc.contributor.authorYahya, Farzan
dc.contributor.authorHussain, Muhammad
dc.contributor.authorWaqas, Muhammad
dc.date.accessioned2026-02-06T18:23:53Z
dc.date.issued2022
dc.departmentDoğu Akdeniz Üniversitesi
dc.description.abstractThis study examines the short run, long run, and causal relationships among financial liberalization, healthcare expenditures, and defense expenditures on sustainable development in Pakistan covering the period from 1971 to 2017. The paper also explored the asymmetric relationships among the target variables. To explore these relationships, ARDL and NARDL Models are utilized. Additionally, advanced econometric techniques such as Maki cointegration and quasi-GLS unit root are used to take multiple structural breaks into account. Maki cointegration results show a stable long run relationship between the underlying variables. The findings of ARDL suggest a positive effect of financial liberalization and health expenditures while the negative effect of military expenditures on sustainable development. NARDL estimates suggest strong asymmetry as sustainability responds to positive (negative) shocks in militarization, health expenditures, and financial liberalization differently. The Toda-Yamamoto causality test shows that any policy to target health expenditures and financial liberalization significantly alters sustainable development and vice versa. For robustness checks, FMOLS and alternative proxy of sustainable development are used. The key findings posited the need to shift military expenditures to health expenditures and financial markets to achieve sustainable development goals in Pakistan.
dc.identifier.doi10.3389/fenvs.2022.877285
dc.identifier.issn2296-665X
dc.identifier.orcid0000-0003-3012-4920
dc.identifier.orcid0000-0002-3154-4428
dc.identifier.orcid0000-0001-5666-1279
dc.identifier.scopus2-s2.0-85131521521
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.3389/fenvs.2022.877285
dc.identifier.urihttps://hdl.handle.net/11129/9960
dc.identifier.volume10
dc.identifier.wosWOS:000804702400001
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherFrontiers Media Sa
dc.relation.ispartofFrontiers in Environmental Science
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WoS_20260204
dc.subjectsustainable develoment
dc.subjecthealthcare expenditure
dc.subjectmilitarization
dc.subjectNARDL
dc.subjectMaki cointegration
dc.titleThe Symmetric and Asymmetric Effect of Defense Expenditures, Financial Liberalization, Health Expenditures on Sustainable Development
dc.typeArticle

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