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How to Cite | Author Information | Publication History
International Journal of Global Social Work Volume 4 (2021), Article ID 4:IJGSW-118, 6 pages
https://doi.org/10.15344/ijgsw/2021/118
Research Article
Mapping Discourses in Social Work Research-A Topic Modeling Approach

Markus Eckl1,*, Christian Ghanem2 and Florian Spensberger3

1Department of Digital Humanities, University of Passau, Hans-Kapfinger-Straße 14 d, 94036 Passau, Germany
2Faculty for Social Sciences, Nuremberg Institute of Technology, Keßlerplatz 12, 90489 Nuremberg, Germany
3German Youth Institute, Nockherstraße 2, 81541 München, Germany
Prof. Markus Eckl, Department of Digital Humanities, University of Passau, Hans-Kapfinger-Straße 14 d, 94036 Passau, Germany; E-mail: markus.eckl@uni-passau.de
05 July 2021; 07 July 2021; 09 July 2021
Eckl M, Ghanem C, Spensberger F (2021) Mapping Discourses in Social Work Research-A Topic Modeling Approach. Int J Global Soc Work 4: 118. doi: https://doi.org/10.15344/ijgsw/2021/118
© 2021 Eckl et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

References

  1. Eckl M, Ghanem C (2020) Big data, Textanalyse und Forschung in der Sozialen Arbeit. Handbuch Soziale Arbeit und Digitalisierung Beltz Juventa, Germany.
  2. Okpych NJ, Yu JLH (2014) A historical analysis of evidence-based practice in social work: The unfinished journey toward an empirically grounded profession. Social Service Review 88: 3-58. [CrossRef] [Google Scholar]
  3. Rauschenbach T, Züchner I (2012) Theorie der Sozialen Arbeit. In: Thole W (Ed.) Grundriss Soziale Arbeit: Ein einführendes Handbuch. VS Verlag für Sozialwissenschaften, Germany.
  4. Brynjolfsson E, McAfee A (2016) The second machine age: Wie die nächste digitale Revolution unser aller Leben verändern wird (6thedition). Kulmbach: Börsenmedien, Germany.
  5. Kutscher N, Ley T, Seelmeyer U (2014) Mediatisierte Lebens- und Arbeitswelten. Blätter Der Wohlfahrtspflege 161: 87-90. [CrossRef] [Google Scholar]
  6. Jannidis F, Kohle H, Rehbein M (2017) Digital humanities: Eine Einführung, Stuttgart: J. B. Metzler. Germany. [Google Scholar]
  7. Gillingham P (2019) Developments in electronic information systems in social welfare agencies: From simple to complex. British Journal of Social Work 49: 135-146. [CrossRef] [Google Scholar]
  8. Schneider D, Seelmeyer U (2018) Der Einfluss der Algorithmen. Sozial Extra 42: 21-24. [CrossRef] [Google Scholar]
  9. Coulton CJ, Goerge R, Putnam-Hornstein E, Haan B (2015) Harnessing big data for social good: A grand challenge for social work. [Google Scholar]
  10. Graham S, Milligan I, Weingart SB (2016) Exploring big historical data: The historian’s macroscope. London: Imperial College Press, England. [Google Scholar]
  11. Ghanem C, Lawson TR, Pankofer S, Maragkos M, Kollar I, et al. (2017) The Diffusion of Evidence-Based Practice: Reviewing the Evidence-Based Practice Networks in the United States and German-Speaking Countries. J Evid Inf Soc Work 14: 86-118. [CrossRef] [Google Scholar] [PubMed]
  12. Stulpe A, Lemke M (2016) Blended reading. In: Lemke M, Wiedemann G (Eds.), Text mining in den Sozialwissenschaften: Grundlagen und Anwendungen zwischen qualitativer und quantitativer Diskursanalyse. Springer VS, Germany.
  13. Hockey S (2000) Electronic texts in the humanities: Principles and practice. Oxford University Press, England.
  14. Coulthard B, Taylor B, Mallett J, Katsikopou K (2018) Natural language processing of social workers’ court evidence statements. Lecture at the European Conference of Social Work Research, Edinburgh, Scotland.
  15. Helbig C, Roeske A (2020) Konsequenzen der Digitalisierung für Studium/Ausbildung, Fort- und Weiterbildung von Fachkräften. Handbuch Soziale Arbeit und Digitalisierung, Beltz Juventa, Germany.
  16. Perron BE, Victor BG, Hodge DR, Salas-Wright CP, Vaughn MG, et al. (2016) Laying the foundations for scientometric research: A data science approach. Research on Social Work Practice 27: 802-812. [CrossRef] [Google Scholar]
  17. McFarland DA, Ramage D, Chuang J, Heer J, Manning CD, et al. (2013) Differentiating language usage through topic models. Poetics 41: 607-625. [CrossRef] [Google Scholar]
  18. Blei DM, Ng AY, Jordan MJ (2003) Latent dirichlet allocation. The Journal of Machine Learning. [Google Scholar]
  19. Mimno D, Wallach H, Talley E, Leenders M, McCallum A, et al. (2011) Optimizing semantic coherence in topic models. Proceedings of the Conference on Empirical Methods in Natural Language Processing. [Google Scholar]
  20. Rodriguez MY, Storer H (2020) A computational social science perspective on qualitative data exploration: Using topic models for the descriptive analysis of social media data. Journal of Technology in Human Services 38: 54-86. [CrossRef] [Google Scholar]
  21. Eckl M, Ghanem C, Löwenstein H (2019) The evolution of social work from disconnected groups to a scientific community: A social network analysis. The British Journal of Social Work 49: 428-447. [CrossRef] [Google Scholar]
  22. Wieringa J (2017) Ways to compute topics over time.
  23. Dollinger B (2014) Soziale Arbeit als Realisierung protektiver Sicherheitspolitiken. Zeitschrift für Sozialpädagogik 12: 296-314.
  24. Harrikari T (2013) Securitizing childhood: Childhood and youth in Finnish crime prevention programmes. Youth Justice 13: 57-72. [CrossRef] [Google Scholar]
  25. Peeters R (2015) The price of prevention: The preventative turn in crim epolicy and its consequences for the role of the state. Punishment & Society 17: 163-183. [CrossRef] [Google Scholar]
  26. Weyer J, Delisle M, Kappler K, Kiehl M, Merz C, et al. (2018) Big data in soziologischer Perspektive. Big Data und Gesellschaft: Eine multidisziplinäre Annäherung, Springer VS, Germany 69-149.
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