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Asymmetric effect of educational expenditure, knowledge spillover, and energy consumption on sustainable development: Nuts and Bolts for policy empirics

Climate change is raising widespread anxiety, especially in countries that are more vulnerable to environmental disasters. Energy use leads to an increase in Greenhouse gases, especially carbon emissions, which is responsible for environmental degradation. Identifying cultural and economic factors t...

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Autores principales: Khurshid, Nabila, Khurshid, Jamila, Munir, Fozia, Ali, Kashif
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10412766/
https://www.ncbi.nlm.nih.gov/pubmed/37576239
http://dx.doi.org/10.1016/j.heliyon.2023.e18630
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author Khurshid, Nabila
Khurshid, Jamila
Munir, Fozia
Ali, Kashif
author_facet Khurshid, Nabila
Khurshid, Jamila
Munir, Fozia
Ali, Kashif
author_sort Khurshid, Nabila
collection PubMed
description Climate change is raising widespread anxiety, especially in countries that are more vulnerable to environmental disasters. Energy use leads to an increase in Greenhouse gases, especially carbon emissions, which is responsible for environmental degradation. Identifying cultural and economic factors that impact sustainability courses is critical in this context for dealing with ecologically demanding challenges. Education and knowledge spillover in the form of foreign direct investment has long been seen as an effective method of disseminating knowledge, ideas, and behaviors that aid in environmental protection and improve ecological consciousness. This study investigates how energy consumption (LEC), educational expenditure (EDEXP), and knowledge spillover (KNO) affect sustainable development (SD) in the case of Pakistan. This study employs the Non-linear Autoregressive Distributive Lag Model (NARDL) over a data span of 41 years i.e., from 1980 to 2021. The estimations unveil that shocks in educational expenditure pose different results. EDEXP_POSE increases sustainability (0.807 units) while EDEXP-NEG decreases sustainability (0.931 units) while KPO_POS and KPO_NEG positively (0.200 units and 0.011 units respectively) affect environmental sustainability. On the other hand, LEC_POS negatively (1.685 units) affects sustainability while LEC_NEG positively (0.867 units) affects Sustainable growth. Energy consumption has a negative impact on sustainability; thus, the government should prioritize the production of renewable energy sources and support the spread of knowledge that is good for the environment. The government may think about putting tariffs on businesses who import non-green technology since it has a significant and advantageous impact on the environment.
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spelling pubmed-104127662023-08-11 Asymmetric effect of educational expenditure, knowledge spillover, and energy consumption on sustainable development: Nuts and Bolts for policy empirics Khurshid, Nabila Khurshid, Jamila Munir, Fozia Ali, Kashif Heliyon Research Article Climate change is raising widespread anxiety, especially in countries that are more vulnerable to environmental disasters. Energy use leads to an increase in Greenhouse gases, especially carbon emissions, which is responsible for environmental degradation. Identifying cultural and economic factors that impact sustainability courses is critical in this context for dealing with ecologically demanding challenges. Education and knowledge spillover in the form of foreign direct investment has long been seen as an effective method of disseminating knowledge, ideas, and behaviors that aid in environmental protection and improve ecological consciousness. This study investigates how energy consumption (LEC), educational expenditure (EDEXP), and knowledge spillover (KNO) affect sustainable development (SD) in the case of Pakistan. This study employs the Non-linear Autoregressive Distributive Lag Model (NARDL) over a data span of 41 years i.e., from 1980 to 2021. The estimations unveil that shocks in educational expenditure pose different results. EDEXP_POSE increases sustainability (0.807 units) while EDEXP-NEG decreases sustainability (0.931 units) while KPO_POS and KPO_NEG positively (0.200 units and 0.011 units respectively) affect environmental sustainability. On the other hand, LEC_POS negatively (1.685 units) affects sustainability while LEC_NEG positively (0.867 units) affects Sustainable growth. Energy consumption has a negative impact on sustainability; thus, the government should prioritize the production of renewable energy sources and support the spread of knowledge that is good for the environment. The government may think about putting tariffs on businesses who import non-green technology since it has a significant and advantageous impact on the environment. Elsevier 2023-07-27 /pmc/articles/PMC10412766/ /pubmed/37576239 http://dx.doi.org/10.1016/j.heliyon.2023.e18630 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Khurshid, Nabila
Khurshid, Jamila
Munir, Fozia
Ali, Kashif
Asymmetric effect of educational expenditure, knowledge spillover, and energy consumption on sustainable development: Nuts and Bolts for policy empirics
title Asymmetric effect of educational expenditure, knowledge spillover, and energy consumption on sustainable development: Nuts and Bolts for policy empirics
title_full Asymmetric effect of educational expenditure, knowledge spillover, and energy consumption on sustainable development: Nuts and Bolts for policy empirics
title_fullStr Asymmetric effect of educational expenditure, knowledge spillover, and energy consumption on sustainable development: Nuts and Bolts for policy empirics
title_full_unstemmed Asymmetric effect of educational expenditure, knowledge spillover, and energy consumption on sustainable development: Nuts and Bolts for policy empirics
title_short Asymmetric effect of educational expenditure, knowledge spillover, and energy consumption on sustainable development: Nuts and Bolts for policy empirics
title_sort asymmetric effect of educational expenditure, knowledge spillover, and energy consumption on sustainable development: nuts and bolts for policy empirics
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10412766/
https://www.ncbi.nlm.nih.gov/pubmed/37576239
http://dx.doi.org/10.1016/j.heliyon.2023.e18630
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