Big data analytics in supply chain decarbonisation: a systematic literature review and future research directions

D Kumar, RK Singh, R Mishra… - International Journal of …, 2024 - Taylor & Francis
Supply chain decarbonisation has become a strategic requirement in the era of a net-zero
economy. Despite the significant role of Big Data Analytics (BDA) in decarbonising the …

Empirical research on policy integration: a review and new directions

P Trein, M Fischer, M Maggetti, F Sarti - Policy Sciences, 2023 - Springer
Research on policy integration has become an important part of public policy scholarship by
analyzing how policymakers create linkages between policy subsystems to deal with …

Topic modeling and text analysis for qualitative policy research

K Isoaho, D Gritsenko, E Mäkelä - Policy Studies Journal, 2021 - Wiley Online Library
This paper contributes to a critical methodological discussion that has direct ramifications for
policy studies: how computational methods can be concretely incorporated into existing …

Who cares about coal? Analyzing 70 years of German parliamentary debates on coal with dynamic topic modeling

F Müller-Hansen, MW Callaghan, YT Lee… - Energy Research & …, 2021 - Elsevier
Abstract Despite Germany's Paris Agreement pledge and coal exit legislation, the political
debate around carbon-intensive coal remains heated. Coal power and mining have played …

Energy performance of the European Union Countries in terms of reaching the European energy union objectives

R Vavrek, J Chovancová - Energies, 2020 - mdpi.com
European energy policy, especially the project of the Energy Union, is one of the most
rapidly developing areas of the EU, and one through which European institutions are …

Retrofitting an emergency approach to the climate crisis: A study of two climate emergency declarations in Aotearoa New Zealand

S Nissen, R Cretney - … and Planning C: Politics and Space, 2022 - journals.sagepub.com
In the last year, hundreds of climate emergency declarations have been made by local and
national governments around the world. Instigated through grassroots activism, these …

Text as big data: Develop codes of practice for rigorous computational text analysis in energy social science

F Müller-Hansen, MW Callaghan, JC Minx - Energy Research & Social …, 2020 - Elsevier
Augmenting traditional social science methods with computational analysis is crucial if we
are to exploit the vast digital archives of text data that have become available over the past …

Mechanisation, wages, and royalties: Unpacking coal lock-in through 120 years of parliamentary debates in the world's largest exporter

AM Arranz, T Scelsi, S Kentish, L Frermann - Energy Research & Social …, 2024 - Elsevier
Australia is the world's largest exporter of coal by value, and only recently lost out on volume
to neighbouring Indonesia. This paper examines 120 years of parliamentary debates to …

Ghosts of white methods? The challenges of Big Data research in exploring racism in digital context

K Nikunen - Big Data & Society, 2021 - journals.sagepub.com
The paper explores the potential and limitations of big data for researching racism on social
media. Informed by critical data studies and critical race studies, the paper discusses …

Constructing low-carbon futures? Competing storylines in the Estonian energy sector's translation of EU energy goals

S Holmgren, M Pever, K Fischer - Energy Policy, 2019 - Elsevier
This study examines how the European Union (EU) energy policy goals are translated in
Estonia, a country heavily reliant on fossil fuel oil shale and having one of the most energy …