{"title":"‘End of Theory’ in the Era of Big Data: Methodological Practices and Challenges in Social Media Studies","authors":"A. Masso, Maris Männiste, A. Siibak","doi":"10.11590/abhps.2020.1.02","DOIUrl":null,"url":null,"abstract":"emerging digital data sources provide opportunities for explaining social processes, but also challenge knowledge production practices within social sciences. this article contributes to the ‘end of theory’ discussions, which have intensified in the social sciences since the widening practice of big data and computational methods. Adopting a systematic literature review of 120 empirical articles through a combined quantitative and qualitative approach, this article strives to contribute to the ongoing discussions on the epistemological shifts in social media big data (smBD) studies. This study offers an insight into the development of analytical methods and research practices in smBD studies during their rapid growth","PeriodicalId":37693,"journal":{"name":"Acta Baltica Historiae et Philosophiae Scientiarum","volume":"8 1","pages":"33-61"},"PeriodicalIF":0.0000,"publicationDate":"2020-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Acta Baltica Historiae et Philosophiae Scientiarum","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.11590/abhps.2020.1.02","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Arts and Humanities","Score":null,"Total":0}
引用次数: 1
Abstract
emerging digital data sources provide opportunities for explaining social processes, but also challenge knowledge production practices within social sciences. this article contributes to the ‘end of theory’ discussions, which have intensified in the social sciences since the widening practice of big data and computational methods. Adopting a systematic literature review of 120 empirical articles through a combined quantitative and qualitative approach, this article strives to contribute to the ongoing discussions on the epistemological shifts in social media big data (smBD) studies. This study offers an insight into the development of analytical methods and research practices in smBD studies during their rapid growth
期刊介绍:
Acta Baltica Historiae et Philosophiae Scientiarum sees its mission in offering publishing opportunities for Baltic and non-Baltic scholars in the field of the history and philosophy of natural and social sciences (including legal studies) to promote and further international cooperation between scholars of different countries in this field.