Основания и возможности интеграции количественного и качественного подходов в социальных науках: от методологического плюрализма к 3-х парадигмальному континууму
In this work, we analyze how the esports transfer market is organized with the help of mixed methods. We assume that a combination of Social Network Analysis and Machine Learning can help to achieve deeper understanding and to find patterns which are hidden from the one-side analysis. For the research, we gathered information about transfers of Dota 2 teams made between The Internationals of 2016 and 2017 and built a network based on this data. For the ERGM, we checked the importance of belonging to one region and organization, difference of skills, and participation in TI, and for association rules, on a par with the regions, we added players roles, and a metric of their personal performance -- fantasy points. Summing up the results, we found out the importance of homophily within regions, detected presence of vertical mobility, and discover the influence of the specific players roles.
This is review for the book Pelto, P. J. (2013). Applied ethnography: Guidelines for field research. Walnut Creek, CA: Left Coast Press.
The article addresses to the mixed methods strategy applying to the modern Russian nationalist organizations studying. This strategy matches to solve simultaneously the several scientific problems: i) the low degree of the mentioned organizations exploration, ii) the difficulty in studying these organizations by means of qualitative methods (i.e. which results may be verified by means of mathematics) because they are informationally and culturally closed, iii) the mismatching between the defining latent causality purpose and qualitative methods (i.e. which results may NOT be verified by means of mathematics) applying opportunity. The research, which results comprised the basement for this article, fulfilled the “qual->QUANT->qual” variant of the mixed methods strategy. The report depicts a design and a result of the research’s each step. Thus, it depicts the identified components of the exploring organizations ideologies: standpoints regarding the USSR, organizations’ perception regarding those who threats Russia, type of nationalism (including racism), organizations’ preferences regarding the Russia’s territory, organizations’ preferences regarding religion, organizations’ preferring economic models. Then, it depicts these components hierarchy and mathematic arguing that the basic component is the standpoints regarding the USSR.
In this article we are going to discuss the methodological challenges and perspectives of empirical research of citizenship conducted by the Centre for Youth Studies. The study was implemented in the framework of the Basic Research Program at the National Research University Higher School of Economics (HSE) in 2013. In the contemporary societies citizenship becomes a contested issue, which is an uneasy subject to capture with traditional methodological instruments. However, looking for diverse ways in which modern young people interpret and practice citizenship can help researchers to understand how patterns of participation, being active, and belonging have transformed in the global societies. Therefore, citizenship can itself become a methodological instrument for exploring the social processes. Our recent studies of patriotism (2008-2010) have demonstrated that place of birth, identity and citizenship are disconnectedfor modern young people. Therefore, new indicators and study methods are needed to measure these things in the changing world. In the studies of youth solidarities implemented at the Center for Youth Studies since 2009a composite methodology was developed to address such complex and dynamic phenomena as citizenship. A mixed-method approach including quantitative research, in-depth interviews, ethnography, as well as popular culture analysis allows analyzing different contexts and media in which citizenship is manifested. We approach citizenship not as a formal status, but as a deeper and socially embedded concept, a position, a strategy of planning own biographies and everyday life. Citizenship includes identities, actions, plans, attitudes, and values, requiring specific methods of study. Therefore we refused asking about citizenship directly, but combined quantitative survey focusing on mobility strategies with ethnographies helping to reveal the inclusion of young people in diverse communities, and analysis of music and videos to discover the ideas and notions of citizenship communicated within the sphere of popular culture. However, the methods are connected and build a coherent research structure: mobility, music, and lifestyles are the topics bringing the methodological parts in connection with each other. Juxtaposing the sometimes contradictory results on these topics received with different methods allows revealing the contextualized character of citizenship.