Research output per year
Research output per year
Personal profile
Description of research and teaching
Specialist in environmental policy research, especially energy policy, and the use of novel methodologies in social science, including social network analysis, machine learning, statistical modelling of text data, combinations of qualitative and quantitative approaches. Docent in Methodology of Social Sciences, University of Tampere.
Fields of Science
- 5142 Social policy
- Environmental Policy
- Network Analysis
- Machine Learning
- Natural Language Processing
- social policy
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Degrowth and postgrowth: A systematic literature review of growth-critical science
Toikka, A., Ruuska, T. P. K., Wiman, L. & Heikkurinen, P., Feb 2026, In: Ecological Economics. 240, p. 1-12 12 p., 108830.Research output: Contribution to journal › Review Article › peer-review
Open AccessFile -
Reconciling democracy and sustainability: three political challenges and the role of democratic innovations
Marquardt, J., Pfeiffer, F., Blum, M., Daw, T. M., Dugasseh, F. A., Heitzig, J., Hysing, E., Jensen, I. H. B., Kulha, K., Langkjær, F., Lindvall, D., Nasiritousi, N., Schlosberg, D., Toikka, A. & Tønder, L., 9 May 2025, In: Sustainability: Science, Practice, & Policy. 21, 1, 21 p., 2504239.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Area-level sociodemographic differences in tobacco availability examined with nationwide tobacco product retail licence data in Finland
Pätsi, S. M., Toikka, A., Ollila, H. & Ruokolainen, O., 2023, In: Tobacco Control. 22-057798.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Measuring employees’ perceptions of sustainability transitions at work: a novel survey with findings from Finland
Moilanen, F. S. & Toikka, A., 15 Nov 2023, In: Discover Sustainability.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Aihemallinnuksen ja klusterianalyysin yhdistäminen aineiston esikäsittelyn ja mallinnuksen valintojen tutkimiseksi
Translated title of the contribution :Combining topic modeling and cluster analysis to analyze data preprocessing and modelling choices Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
Projects
- 1 Finished
-
BEST - Bioenergy solutions for tomorrow
Toikka, A. (Project manager)
01/01/2015 → 31/12/2016
Project: Research project
Prizes
Activities
-
Sustainability Science Days 2023
Veintie, T. (Speaker: Presenter), Ratvio, R. (Speaker: Presenter), Tolvanen, P. I. K. (Attendee), Toikka, A. (Attendee), Hult-Miekkavaara, H. M. (Speaker: Presenter) & Kalm-Akubardia, M. H. (Speaker: Presenter)
23 May 2023Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
-
Ecological Economics (Journal)
Toikka, A. (Reviewer)
2017 → …Activity: Publication peer-review and editorial work types › Peer review of manuscripts
-
Uncovering multi-level governance and policy idea transfer in energy policy using topic modelling on large policy corpuses
Toikka, A. (Speaker)
1 Sept 2017Activity: Talk or presentation types › Oral presentation
-
Uncovering multi-level governance and policy idea transfer in energy policy using topic modelling on large policy corpuses.
Toikka, A. (Speaker)
26 Jun 2016 → 1 Jul 2016Activity: Talk or presentation types › Oral presentation
-
Uncovering multi-level governance and policy idea transfer in energy policy using topic modelling on large policy corpuses.
Toikka, A. (Speaker)
10 Jul 2016 → 14 Jul 2016Activity: Talk or presentation types › Oral presentation