Mapping the Landscape of SDG Research in Kazakhstan: A Machine Learning–Based Approach DOI Creative Commons
Gulzhanat Gafu, Daniel Hernández,

Nurgul Terlikbayeva

et al.

Journal of the Knowledge Economy, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 27, 2024

Research is critical in tackling the sustainable development goals (SDGs) particularly knowledge economy context, offering evidence-based solutions, monitoring advancements, and pinpointing hurdles. While scholars globally have extensively studied SDGs, there a notable gap understanding SDG-related research non-Global North contexts. This paper addresses this by examining trajectory current landscape of scholarly addressing SDGs Kazakhstan. A total 7092 Scopus-indexed Kazakhstani publications relevant to from 2015 2023 were identified using machine learning–based automated detection method investigate evolving over time predominant garnering most interest, analyze characteristics production related development, interconnectedness between published works. Kazakhstan's engagement with reflects its commitment economy, especially research, results show that relative growth Kazakhstan has declined 10% last seven years. Moreover, exhibit statistically lower rate international collaboration, are less available open access, receive funding than not SDGs. The study highlights significant variation attention given different SDGs: 7, 8, 10, 3, 4 received attention, while least was directed toward 1, 5, 14, 17. Our analysis also revealed multiple synergies certain thematically aligned within context findings discussed, implications for achievement beyond presented.

Language: Английский

Integration of UN sustainable development goals in national hydrogen strategies: A text analysis approach DOI Creative Commons
Nikita Strelkovskii, Nadejda Komendantova

International Journal of Hydrogen Energy, Journal Year: 2025, Volume and Issue: 102, P. 1282 - 1294

Published: Jan. 16, 2025

Language: Английский

Citations

1
Which Sustainable Development Goals Favor Crowdfunding Success? DOI Creative Commons

Marco Bade,

Felix Reichenbach

Finance research letters, Journal Year: 2024, Volume and Issue: 71, P. 106453 - 106453

Published: Nov. 13, 2024

Language: Английский

Citations

7
Mapping human security strategies to sustainable development goals: a machine learning approach DOI Creative Commons
Phoebe Koundouri, Panagiotis-Stavros C. Aslanidis, Konstantinos Dellis

et al.

Discover Sustainability, Journal Year: 2025, Volume and Issue: 6(1)

Published: Feb. 13, 2025

Language: Английский

Citations

0
The evolution of SDG-related third sector and public administration literature: an analysis and call for more SDG-related research DOI Creative Commons
Dominik S. Meier

Sustainability Science Practice and Policy, Journal Year: 2023, Volume and Issue: 19(1)

Published: Aug. 8, 2023

The seventeen Sustainable Development Goals (SDGs) were adopted in 2015 and achieving them by 2030 is crucial for human development. However, progress on the goals currently remains short of requirements. As third public sectors play a role goals, this study analyzes how SDG-related sector administration literature has evolved over last thirty years. I use state-of-the-art method to map articles SDGs. In contrast previous studies that have found an increase publications directly mention SDGs, find decline proportion relate SDGs without necessarily mentioning directly. also analyze SDG-relatedness article corresponds its citation count. While mixed results across data sources, relationship between count significantly more positive work published after adoption association now 2015, it still negative literature.

Language: Английский

Citations

5
Mapping the Landscape of SDG Research in Kazakhstan: A Machine Learning–Based Approach DOI Creative Commons
Gulzhanat Gafu, Daniel Hernández,

Nurgul Terlikbayeva

et al.

Journal of the Knowledge Economy, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 27, 2024

Research is critical in tackling the sustainable development goals (SDGs) particularly knowledge economy context, offering evidence-based solutions, monitoring advancements, and pinpointing hurdles. While scholars globally have extensively studied SDGs, there a notable gap understanding SDG-related research non-Global North contexts. This paper addresses this by examining trajectory current landscape of scholarly addressing SDGs Kazakhstan. A total 7092 Scopus-indexed Kazakhstani publications relevant to from 2015 2023 were identified using machine learning–based automated detection method investigate evolving over time predominant garnering most interest, analyze characteristics production related development, interconnectedness between published works. Kazakhstan's engagement with reflects its commitment economy, especially research, results show that relative growth Kazakhstan has declined 10% last seven years. Moreover, exhibit statistically lower rate international collaboration, are less available open access, receive funding than not SDGs. The study highlights significant variation attention given different SDGs: 7, 8, 10, 3, 4 received attention, while least was directed toward 1, 5, 14, 17. Our analysis also revealed multiple synergies certain thematically aligned within context findings discussed, implications for achievement beyond presented.

Language: Английский

Citations

0