Projects per year
Personal profile
Research profile
Kristian Gade Kjelmann is a PhD student at the Department of Sociology and Social Work and a member of the research group SocMap. His research focuses on spatial assimilation, immigrant settlement patterns, and the role of social networks in integration processes. Using primarily quantitative register data, he examines how different social and spatial factors shape migration and integration outcomes.
In addition to his research, Kristian serves as Senior Analyst Head of CALDISS (www.en.caldiss.aau.dk), promoting the use of computational methods and digital data in social science and humanities research. Their work bridges traditional social science and humanities inquiry with advanced computational approaches, fostering data-driven insights into social dynamics.
Kristian is involved in teaching R, Python, social data science, text mining, and statistical methods.
Keywords
- Sociology and Social Conditions
- Spatial assimilation
- social networks
- housing studies
- Work and Labour Market
- economic integration of immigrants
- occupational downgrading
- Mathematics and Statistics
- data science
- machine learning
- register data
- network analysis
- text mining
- natual language processing
- bayesian statistics
- hierarchical modelling
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 8 Decent Work and Economic Growth
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SDG 10 Reduced Inequalities
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SDG 11 Sustainable Cities and Communities
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Collaborations and top research areas from the last five years
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ACT: Creating a new language for advancing capacity to act on children’s well-being (ACT)
Nissen, M. A. (PI), Clement, S. L. (CoI), Hansen, P. R. (CoI), Kjelmann, K. G. (CoI), Appel, M. K. (CoI), Korsgaard, S. (Project Manager), Thastum, R. (Project Participant) & Larsen, A. M. B. (Project Participant)
Center for Sundt Liv og Trivsel
01/06/2026 → 30/11/2027
Project: Research
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Tensions in AI-assisted documentation: The changing texture of general practice medical records
Bundgaard, K. (PI), Nisbeth Brøgger, M. (Project Participant), Laust Thomsen, J. (Project Participant), Jørgensen, N. L. (Project Participant), Tretow-Fish, T. A. B. (Project Participant), van Berkel, N. (Project Participant), Jacobsen, R. M. (Project Participant) & Kjelmann, K. G. (Project Participant)
15/04/2026 → 31/12/2026
Project: Research
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YOU-DARE: YOUth Debunking the Gendered Arguments of Far-Right Extremism
Meret, S. (PI), Kjelmann, K. G. (Project Participant), Appel, M. K. (Project Participant) & Christensen, J. M. (Project Participant)
03/02/2025 → 01/02/2028
Project: Research
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Network Dynamics of Ethnic Integration
Kjelmann, K. G. (PI) & Jørgensen, A. (Supervisor)
01/01/2022 → 31/08/2026
Project: PhD Project
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Understanding Children’s Discourses on Well-being: Identifying linguistic, emotional and gendered patters for a more precise and fair approach to measuring well-being
Nissen, M. A. (PI), Clement, S. L. (CoI), Kjelmann, K. G. (CoI), Hjerrild, C. (CoI) & Appel, M. K. (Project Participant)
Computationel Samfunds- og Humanvidenskab (MASSHINE)
01/01/2025 → 31/12/2025
Project: Research
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Applying machine learning to enhance core outcome set development: automating the data extraction and classification of outcomes
Yalcinkaya, A., Kjelmann, K. G., Gholinezhad, S., Rahbek, O., Kold, S. & Husum, H.-C., Dec 2025, In: Journal of Orthopaedic Surgery and Research. 20, 1, 8 p., 977.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)44 Downloads (Pure) -
From Permanent Campaign to Permanent Communication: Parliamentarians’ Cross-Media Practices in Routine and Election Times
Severin-Nielsen, M. K., Kruikemeier, S., Ohme, J. & Kjelmann, K. G., 15 Apr 2025, (E-pub ahead of print) In: Journal of Information Technology & Politics.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Media production studies for the digital age: AI-driven analyses of Jonas Risvig’s Danish young adult content
Hansen, K. T., Appel, M. K. & Kjelmann, K. G., Dec 2025, In: Convergence: The International Journal of Research into New Media Technologies. 31, 6, p. 1951-1970 20 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)82 Downloads (Pure) -
Sinks and Sluices: Contrasting Dynamics in Spatial Assimilation Pathways
Kjelmann, K. G. & Jørgensen, A., 8 Oct 2025, SocArXiv, 23 p.Research output: Working paper/Preprint › Preprint
Open AccessFile63 Downloads (Pure) -
The (Un)importance of Neighbourhood Composition for Immigrant Job Attainment Through Co-Ethnic Social Networks
Kjelmann, K. G. & Lund, R. L., 3 Apr 2025, SocArXiv.Research output: Working paper/Preprint › Preprint
Open AccessFile134 Downloads (Pure)
Datasets
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Web Scraped Content Datasets for YOU-DARE Far-Right Gender Controversy Mapping (YD-WSCD)
Appel, M. K. (Data Collector), Christensen, J. M. (Data Collector), Szanto, D. L. (Data Collector), Kjelmann, K. G. (Data Manager) & Meret, S. (Owner), Zenodo, 30 Apr 2026
Dataset
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The importance of adverse childhood experiences for labour market trajectories over the life course: a longitudinal study
Hansen, C. D. (Creator), Kirkeby, M. J. (Creator), Kjelmann, K. G. (Creator), Andersen, J. H. (Creator) & Møberg, R. J. (Creator), Figshare, 9 Nov 2021
DOI: 10.6084/m9.figshare.c.5698340, https://springernature.figshare.com/collections/The_importance_of_adverse_childhood_experiences_for_labour_market_trajectories_over_the_life_course_a_longitudinal_study/5698340
Dataset
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How to FAIR: a website to guide researchers on making research data more FAIR
Deutz, D. B. (Creator), Buss, M. C. H. (Creator), Hansen, J. S. (Creator), Hansen, K. K. (Creator), Kjelmann, K. G. (Creator), Larsen, A. V. (Creator), Vlachos, E. (Creator) & Holmstrand, K. F. (Creator), Zenodo, 2020
DOI: 10.5281/zenodo.3712065, https://zenodo.org/record/3712065
Dataset: Supplementary material
Activities
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Sixth Conference on Computational Humanities Research (Event)
Kjelmann, K. G. (Peer reviewer)
9 Dec 2025 → 12 Dec 2025Activity: Editorial work and peer review › Peer review of manuscripts › Research
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Fifth Conference on Computational Humanities Research (Event)
Kjelmann, K. G. (Peer reviewer)
4 Dec 2024 → 6 Dec 2024Activity: Editorial work and peer review › Peer review of manuscripts › Research
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Fourth Conference on Computational Humanities Research (Event)
Kjelmann, K. G. (Peer reviewer)
6 Dec 2023 → 8 Dec 2023Activity: Editorial work and peer review › Peer review of manuscripts › Research
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Third Conference on Computational Humanities Research (Event)
Kjelmann, K. G. (Peer reviewer)
12 Dec 2022 → 14 Dec 2022Activity: Editorial work and peer review › Peer review of manuscripts › Research
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Danish RSE (External organisation)
Kjelmann, K. G. (Member), Nielbo, K. (Chairperson), Sørensen, L. E. (Secretary), Vahlstrup, P. (Member), Møldrup-Dalum, P. (Member), Jacomy, M. (Member), Appel, M. K. (Member), Sun, Z. (Member), Offersgaard, L. (Member) & Eren, S. (Member)
1 Mar 2022 → …Activity: Memberships › Membership of research networks or expert groups