International Journal of Global Social Work Volume 4 (2021), Article ID 4:IJGSW-118, 6 pages
https://doi.org/10.15344/ijgsw/2021/118
https://doi.org/10.15344/ijgsw/2021/118
Research Article
Mapping Discourses in Social Work Research-A Topic Modeling Approach
References
- Eckl M, Ghanem C (2020) Big data, Textanalyse und Forschung in der Sozialen Arbeit. Handbuch Soziale Arbeit und Digitalisierung Beltz Juventa, Germany.
- 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]
- Rauschenbach T, Züchner I (2012) Theorie der Sozialen Arbeit. In: Thole W (Ed.) Grundriss Soziale Arbeit: Ein einführendes Handbuch. VS Verlag für Sozialwissenschaften, Germany.
- Brynjolfsson E, McAfee A (2016) The second machine age: Wie die nächste digitale Revolution unser aller Leben verändern wird (6thedition). Kulmbach: Börsenmedien, Germany.
- Kutscher N, Ley T, Seelmeyer U (2014) Mediatisierte Lebens- und Arbeitswelten. Blätter Der Wohlfahrtspflege 161: 87-90. [CrossRef] [Google Scholar]
- Jannidis F, Kohle H, Rehbein M (2017) Digital humanities: Eine Einführung, Stuttgart: J. B. Metzler. Germany. [Google Scholar]
- 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]
- Schneider D, Seelmeyer U (2018) Der Einfluss der Algorithmen. Sozial Extra 42: 21-24. [CrossRef] [Google Scholar]
- Coulton CJ, Goerge R, Putnam-Hornstein E, Haan B (2015) Harnessing big data for social good: A grand challenge for social work. [Google Scholar]
- Graham S, Milligan I, Weingart SB (2016) Exploring big historical data: The historian’s macroscope. London: Imperial College Press, England. [Google Scholar]
- 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]
- 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.
- Hockey S (2000) Electronic texts in the humanities: Principles and practice. Oxford University Press, England.
- 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.
- Helbig C, Roeske A (2020) Konsequenzen der Digitalisierung für Studium/Ausbildung, Fort- und Weiterbildung von Fachkräften. Handbuch Soziale Arbeit und Digitalisierung, Beltz Juventa, Germany.
- 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]
- 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]
- Blei DM, Ng AY, Jordan MJ (2003) Latent dirichlet allocation. The Journal of Machine Learning. [Google Scholar]
- 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]
- 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]
- 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]
- Wieringa J (2017) Ways to compute topics over time.
- Dollinger B (2014) Soziale Arbeit als Realisierung protektiver Sicherheitspolitiken. Zeitschrift für Sozialpädagogik 12: 296-314.
- Harrikari T (2013) Securitizing childhood: Childhood and youth in Finnish crime prevention programmes. Youth Justice 13: 57-72. [CrossRef] [Google Scholar]
- 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]
- 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.