Araştırma Makalesi
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Proactive Data Activism within the Framework of Communicative Action Theory: The Case of DataKind

Yıl 2022, Cilt: 4 Sayı: 7, 577 - 600, 01.10.2022

Öz

The current age is also known as the Big Data age, which refers to the abundance of varied, complex data and information. While the digitalization process has provided online, non-physical social identities and communication platforms for people, the datafication process has offered the use of data in different areas of humanity effectively and salutarily. Since humanitarian issues such as famine, education, health, etc. are increasing dramatically worldwide, the activists and organizations have started to benefit from the datafication process for social changes. In the last decade, data activism has become a phenomenon in the scope of digital activism practices. The current study focuses on this new trend data activism and aims to find out how proactive data activism can be understood within communicative action theory. In this vein, case study analysis was selected as the research method to examine the data activist platform DataKind. Based on the theory, interactive structure, argumentation base and implementation formation of DataKind were analyzed in a detailed way.

Kaynakça

  • Beraldo, D., & Milan, S. (2019). From Data Politics to the Contentious Politics of Data. Big Data & Society, 1-11. DOI: 10.1177/2053951719885967
  • Berg, L. B. (2001). Qualitative Research Methods for the Social Sciences. Boston: Allyn-Bacon.
  • Breiter, A., & Hepp, A. (2018). The Complexity of Datafication: Putting Digital Traces in Context. In A. Hepp, A. Breiter and U. Hasebrink (eds.), Communicative Figurations (pp. 387-407). Bremen: Palgrave Macmillan.
  • Chenou, J., & Cepeda-Masmela, C. (2019). #NiUnamenos: Data Activism from the South. Television & New Media, 20 (4), 396-411. https://doi.org/10.1177%2F1527476419828995
  • Chriss, J. J. (1995). Habermas, Goffman, and Communicative Action: Implications for Professional Practice. American Sociological Review, 60 (4), 545-565
  • Dahlberg, L. (2005). The Habermasian Public Sphere: Taking Difference Seriously? Theor Soc, 34, 111-136. https://doi.org/10.1007/s11186-005-0155-z
  • DataKind Platform. (2020). Information about the Platform. Retrieved from: https://www.datakind.org/ (accessed date: 15 September 2020).
  • DataKind Platform. (2020). DataCorps section. Retrieved from: https://www.datakind.org/datacorps (accessed date: 21 September 2020)
  • DataKind Platform. (2020). DataKind Projects. Retrieved from: https://www.datakind.org/projects/using-time-series-forecasting-to-improve-access-to-safe-sanitation (accessed date 21 September 2020)
  • DataKind Platform. (2020). DataKind Projects. Retrieved from: https://www.datakind.org/projects/identifying-food-bank-dependency-early (accessed date 22 September 2020)
  • DataKind Platform. (2020). DataKind Projects. Retrieved from: https://www.datakind.org/blog/using-machine-learning-to-understand-what-drives-student-success-in-dallas-county (accessed date 23 September 2020)
  • DataDive Projects. (2020). DataDive Section. Retrieved from: https://www.datakind.org/datadive (accessed date 21 September 2020)
  • Edgar, A. (2006). Habermas: The Key Concepts. New York: Routledge
  • Flecha, R., Gomez, J., & Puigvert, L. (2001). The Theory of Communicative Action. Contemporary Sociological Theory, 250, 109-127.
  • Gilhem, B. (2000). Case Study Research Methods. New York: Continuum.
  • Given, M. L. (2008). The Sage Encyclopedia of Qualitative Research Methods. Thousand Oaks: Sage.
  • Gutierrez, M. (2018). Data Activism and Social Change. Madrid: Palgrave Macmillan
  • Habermas, J. (1979). Communication and The Evolution of Society. Boston: Beacon Press.
  • Habermas, J. (1987). The Theory of Communicative Action-Volume II. Boston: Beacon Press
  • Habermas, J. (1990). Moral Consciousness and Communicative Action. Cambridge: MIT Press.
  • Habermas, J. (1996). Between Facts and Norms. Cambridge: MIT Press.
  • Hancock, R. D., & Algozzine, B. (2006). Doing Case Study Research. New York: Teachers’ College Press.
  • Hepp, A., & Hasebrink, U. (2018). Researching Transforming Communications in Times of Deep Medialization: A Figurational Approach. In A. Hepp, A. Breiter and U. Hasebrink (eds.), Communicative Figurations (pp. 15-51). Bremen: Palgrave Macmillan.
  • Houtlosser, P. (2001). Points of View. In H.F. van Eemeren (ed.), Crucial Concepts in Argumentation Theory, (pp.27-51). Amsterdam: Amsterdam University Press.
  • Jezierska, K. (2019). With Habermas against Habermas. Deliberation without Consensus. Journal of Public Deliberation, 15 (1), 1-31. DOI: 10.16997/jdd.326
  • Kannengieber, S. (2019). Reflecting and Acting on Datafication- Crypto-parties as an Example of Reactive Data Activism. Convergence, 1-14. DOI: 10.1177/1354856519893357
  • Kennedy, H., Poell, T., & van Dijck, J. (2015). Data and Agency. Big Data & Society, 1-7. DOI: 10.1177/2053951715621569
  • Kennedy, H. (2018). Living with Data: Aligning Data Studies and Data Activism Through a Focus on Everyday Experiences of Datafication. Krisis : Journal for Contemporary Philosophy, (1), 18-30. DOI: 10.1177/2053951715621569
  • Keane, J. (1975). On Tools and Language: Habermas on Work and Interaction. New German Critique, 6, 82-100.
  • Kitchin, R. (2014). Big Data, New Epistemologies and Paradigm Shift. Big Data & Society, 1-12. DOI: 10.1177/2053951714528481
  • Lehtiniemi, T., & Ruckenstein, M. (2019). The Social Imaginaries of Data Activism. Big Data & Society, 1-12. DOI: 10.1177/2053951718821146
  • Lewis, S. C., & Westlund, O. (2015). Big data and journalism. Digital Journalism, 3(3), 447-466. https://doi.org/10.1 080/21670811.2014.976418
  • Lycett, M. (2013). Datafication: Making Sense of Big Data in a Complex World. European Journal of Information Systems, 22 (4), 381-386. DOI: 10.1057/ejis.2013.10
  • Milan, S., & Gutierrez, M. (2015). Citizen’s Media Meets Big Data: The Emergence of Data Activism. Mediaciones, 14, 120-132.
  • Milan, S., & van der Velden, L. (2016). The Alternative Epistemology of Data Activism. Digital Culture and Society, 2 (2), 57-74. DOI 10.14361/dcs-2016-0205
  • Moffat-Hannah, K. (2019). Algorithmic Risk Governance: Big Data Analytics, Race and Information Activism in Criminal Justice Debates. Theoretical Criminology, 23 (4), 453-470. tps://doi.org/10.1177/1362480618763582
  • Pellegrino, G., Söderberg, J., & Milan, S. (2019). Datafication from Below: Epistemology, Ambivalences, Challenges. Tecnoscienza, 10 (1), 89-113.
  • Renzi, A., & Langlois, G. (2015). Data Activism. In G. Langlois, J. Redden and G. Elmer (eds.), Compromised Data: From Social Media to Big Data (pp.202-226). New York: Bloomsbury.
  • Richer, B., Cinnamon, J., & Dierwechter, Y. (2020). When Open Data and Data Activism Meet: An Analysis of Civic Participation in Cape Town, South Africa. The Canadian Geography, 1-15. DOI: 10.1111/cag.12608
  • Rochberg-Halton, E. (1989). Jurgen Habermas’s Theory of Communicative Etherealization. Symbolic Interaction, 12 (2), 333-360.
  • Salter, L. (2003). Democracies, New Social Movement and the Internet: A Habermasian Analysis. In M. M. Coughey & M. A. Ayers (eds.), Cyberactivisim (pp. 117-145). New York: Routledge.
  • Sandberg, F. (2012). A Habermasian Analysis of a Process of Recognition of Prior Learning for Healthcare Assistants. Adult Education Quarterly, 62 (4), 351-370. DOI: 10.1177/0741713611415835
  • Uricchio, W. (2017). Data Culture and the Ambivalence of Algorithm. In M. T. Schafer and K. van Es (eds.). The Datafied Society (pp.125-139). Amsterdam: Amsterdam University Press.
  • Van Eemeren H, F. (2001). Crucial Concepts in Argumentation Theory. Amsterdam: Amsterdam University Press.
  • Yin, K. R. (2003). Case Study Research: Design and Methods. Thousand Oaks: Sage.

Proactive Data Activism within the Framework of Communicative Action Theory: The Case of DataKind

Yıl 2022, Cilt: 4 Sayı: 7, 577 - 600, 01.10.2022

Öz

İçinde yaşadığımız “Büyük Veri” olarak da bilinen çağ, karmaşık veri ve enformasyon bolluğu ve çeşitliliği ile tanımlanmaktadır. Sıkça tartışılan dijitalleşme süreç bireylere çevrimiçi ortamda fiziksel olmayan sosyal kimlikler ve iletişim platformları sunarken, verileşme süreci ise verinin çeşitli toplum bilimlerinde etkili şekilde kullanılmasını mümkün hale getirmiştir. Özellikle açlık, eğitim, sağlık gibi dünya genelinde hızla artan ve yayılan insani sorunlarla mücadele edilmesinde son yıllarda verileşme sürecinden etkili şekilde kullanılmaktadır. Bu anlamda dijital aktivizm uygulamaları arasında veri aktivizmi önemli ve popüler bir anlayış haline dönüşmüştür. Bu çalışma yeni bir aktivizm türü olarak veri aktivizmi anlayışı üzerine odaklanmaktadır. Temelde pro-aktif veri aktivizmin İletişimsel Eylem Teorisi çerçevesinde ele alınarak seçilen DataKind örneği üzerinden incelenmesi amaçlanmıştır. Araştırma tekniği olarak örnek olay çalışması/vaka analizi seçilmiştir. Habermas’ın İletişimsel Eylem Teorisine bağlı kalarak ilgili platform, interaktif yapı, argümantasyon süreci ve uygulama biçimi gibi alt kategoriler altında kapsamlı olarak incelenmiştir.

Kaynakça

  • Beraldo, D., & Milan, S. (2019). From Data Politics to the Contentious Politics of Data. Big Data & Society, 1-11. DOI: 10.1177/2053951719885967
  • Berg, L. B. (2001). Qualitative Research Methods for the Social Sciences. Boston: Allyn-Bacon.
  • Breiter, A., & Hepp, A. (2018). The Complexity of Datafication: Putting Digital Traces in Context. In A. Hepp, A. Breiter and U. Hasebrink (eds.), Communicative Figurations (pp. 387-407). Bremen: Palgrave Macmillan.
  • Chenou, J., & Cepeda-Masmela, C. (2019). #NiUnamenos: Data Activism from the South. Television & New Media, 20 (4), 396-411. https://doi.org/10.1177%2F1527476419828995
  • Chriss, J. J. (1995). Habermas, Goffman, and Communicative Action: Implications for Professional Practice. American Sociological Review, 60 (4), 545-565
  • Dahlberg, L. (2005). The Habermasian Public Sphere: Taking Difference Seriously? Theor Soc, 34, 111-136. https://doi.org/10.1007/s11186-005-0155-z
  • DataKind Platform. (2020). Information about the Platform. Retrieved from: https://www.datakind.org/ (accessed date: 15 September 2020).
  • DataKind Platform. (2020). DataCorps section. Retrieved from: https://www.datakind.org/datacorps (accessed date: 21 September 2020)
  • DataKind Platform. (2020). DataKind Projects. Retrieved from: https://www.datakind.org/projects/using-time-series-forecasting-to-improve-access-to-safe-sanitation (accessed date 21 September 2020)
  • DataKind Platform. (2020). DataKind Projects. Retrieved from: https://www.datakind.org/projects/identifying-food-bank-dependency-early (accessed date 22 September 2020)
  • DataKind Platform. (2020). DataKind Projects. Retrieved from: https://www.datakind.org/blog/using-machine-learning-to-understand-what-drives-student-success-in-dallas-county (accessed date 23 September 2020)
  • DataDive Projects. (2020). DataDive Section. Retrieved from: https://www.datakind.org/datadive (accessed date 21 September 2020)
  • Edgar, A. (2006). Habermas: The Key Concepts. New York: Routledge
  • Flecha, R., Gomez, J., & Puigvert, L. (2001). The Theory of Communicative Action. Contemporary Sociological Theory, 250, 109-127.
  • Gilhem, B. (2000). Case Study Research Methods. New York: Continuum.
  • Given, M. L. (2008). The Sage Encyclopedia of Qualitative Research Methods. Thousand Oaks: Sage.
  • Gutierrez, M. (2018). Data Activism and Social Change. Madrid: Palgrave Macmillan
  • Habermas, J. (1979). Communication and The Evolution of Society. Boston: Beacon Press.
  • Habermas, J. (1987). The Theory of Communicative Action-Volume II. Boston: Beacon Press
  • Habermas, J. (1990). Moral Consciousness and Communicative Action. Cambridge: MIT Press.
  • Habermas, J. (1996). Between Facts and Norms. Cambridge: MIT Press.
  • Hancock, R. D., & Algozzine, B. (2006). Doing Case Study Research. New York: Teachers’ College Press.
  • Hepp, A., & Hasebrink, U. (2018). Researching Transforming Communications in Times of Deep Medialization: A Figurational Approach. In A. Hepp, A. Breiter and U. Hasebrink (eds.), Communicative Figurations (pp. 15-51). Bremen: Palgrave Macmillan.
  • Houtlosser, P. (2001). Points of View. In H.F. van Eemeren (ed.), Crucial Concepts in Argumentation Theory, (pp.27-51). Amsterdam: Amsterdam University Press.
  • Jezierska, K. (2019). With Habermas against Habermas. Deliberation without Consensus. Journal of Public Deliberation, 15 (1), 1-31. DOI: 10.16997/jdd.326
  • Kannengieber, S. (2019). Reflecting and Acting on Datafication- Crypto-parties as an Example of Reactive Data Activism. Convergence, 1-14. DOI: 10.1177/1354856519893357
  • Kennedy, H., Poell, T., & van Dijck, J. (2015). Data and Agency. Big Data & Society, 1-7. DOI: 10.1177/2053951715621569
  • Kennedy, H. (2018). Living with Data: Aligning Data Studies and Data Activism Through a Focus on Everyday Experiences of Datafication. Krisis : Journal for Contemporary Philosophy, (1), 18-30. DOI: 10.1177/2053951715621569
  • Keane, J. (1975). On Tools and Language: Habermas on Work and Interaction. New German Critique, 6, 82-100.
  • Kitchin, R. (2014). Big Data, New Epistemologies and Paradigm Shift. Big Data & Society, 1-12. DOI: 10.1177/2053951714528481
  • Lehtiniemi, T., & Ruckenstein, M. (2019). The Social Imaginaries of Data Activism. Big Data & Society, 1-12. DOI: 10.1177/2053951718821146
  • Lewis, S. C., & Westlund, O. (2015). Big data and journalism. Digital Journalism, 3(3), 447-466. https://doi.org/10.1 080/21670811.2014.976418
  • Lycett, M. (2013). Datafication: Making Sense of Big Data in a Complex World. European Journal of Information Systems, 22 (4), 381-386. DOI: 10.1057/ejis.2013.10
  • Milan, S., & Gutierrez, M. (2015). Citizen’s Media Meets Big Data: The Emergence of Data Activism. Mediaciones, 14, 120-132.
  • Milan, S., & van der Velden, L. (2016). The Alternative Epistemology of Data Activism. Digital Culture and Society, 2 (2), 57-74. DOI 10.14361/dcs-2016-0205
  • Moffat-Hannah, K. (2019). Algorithmic Risk Governance: Big Data Analytics, Race and Information Activism in Criminal Justice Debates. Theoretical Criminology, 23 (4), 453-470. tps://doi.org/10.1177/1362480618763582
  • Pellegrino, G., Söderberg, J., & Milan, S. (2019). Datafication from Below: Epistemology, Ambivalences, Challenges. Tecnoscienza, 10 (1), 89-113.
  • Renzi, A., & Langlois, G. (2015). Data Activism. In G. Langlois, J. Redden and G. Elmer (eds.), Compromised Data: From Social Media to Big Data (pp.202-226). New York: Bloomsbury.
  • Richer, B., Cinnamon, J., & Dierwechter, Y. (2020). When Open Data and Data Activism Meet: An Analysis of Civic Participation in Cape Town, South Africa. The Canadian Geography, 1-15. DOI: 10.1111/cag.12608
  • Rochberg-Halton, E. (1989). Jurgen Habermas’s Theory of Communicative Etherealization. Symbolic Interaction, 12 (2), 333-360.
  • Salter, L. (2003). Democracies, New Social Movement and the Internet: A Habermasian Analysis. In M. M. Coughey & M. A. Ayers (eds.), Cyberactivisim (pp. 117-145). New York: Routledge.
  • Sandberg, F. (2012). A Habermasian Analysis of a Process of Recognition of Prior Learning for Healthcare Assistants. Adult Education Quarterly, 62 (4), 351-370. DOI: 10.1177/0741713611415835
  • Uricchio, W. (2017). Data Culture and the Ambivalence of Algorithm. In M. T. Schafer and K. van Es (eds.). The Datafied Society (pp.125-139). Amsterdam: Amsterdam University Press.
  • Van Eemeren H, F. (2001). Crucial Concepts in Argumentation Theory. Amsterdam: Amsterdam University Press.
  • Yin, K. R. (2003). Case Study Research: Design and Methods. Thousand Oaks: Sage.
Toplam 45 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular İletişim ve Medya Çalışmaları
Bölüm Araştırma Makaleleri
Yazarlar

Ilgar Seyıdov 0000-0001-8420-1413

Yayımlanma Tarihi 1 Ekim 2022
Gönderilme Tarihi 14 Haziran 2022
Kabul Tarihi 18 Temmuz 2022
Yayımlandığı Sayı Yıl 2022 Cilt: 4 Sayı: 7

Kaynak Göster

APA Seyıdov, I. (2022). Proactive Data Activism within the Framework of Communicative Action Theory: The Case of DataKind. Uluslararası Sosyal Bilimler Ve Eğitim Dergisi, 4(7), 577-600.

 https://dergipark.org.tr/usbed

Baş Editör: Prof. Dr. Aytekin Demircioğlu

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