Alexey Rotmistrov
- Associate Professor, Senior Research Fellow:Faculty of Social Sciences / School of Sociology / Department of Sociological Research Methods
- Alexey Rotmistrov has been at HSE University since 2012.
Education and Degrees
- 2009
Candidate of Sciences* (PhD) in Management Sociology
State University of Management
Thesis Title: Social Factors of the Russian Youth Protest Behavior (Comparative Analysis of Situations Early XX And Early XXI Centuries) - 2008
Doctoral programme in Sociology of Management
State University of Management, Sociology and HR - 2005
Degree in Sociology
State University of Management, Sociology and HR
According to the International Standard Classification of Education (ISCED) 2011, Candidate of Sciences belongs to ISCED level 8 - "doctoral or equivalent", together with PhD, DPhil, D.Lit, D.Sc, LL.D, Doctorate or similar. Candidate of Sciences allows its holders to reach the level of the Associate Professor.

Young Faculty Support Program (Group of Young Academic Professionals)
Category "Future Professoriate" (2015)
Category "New Lecturers" (2013-2014)
Courses (2022/2023)
Basics of Python Programming and Data Analysis (Master’s programme; Faculty of Social Sciences; field of study "39.04.01. Социология", field of study "39.04.01. Социология"; 1 year, 1, 2 module)Rus
- Collection and Analysis of Quantitative Data in Advertising and PR (Master’s programme; Faculty of Creative Industries; 1 year, 1, 2 module)Rus
Data Mining and Machine Learning in Social Sciences (Master’s programme; Faculty of Social Sciences; field of study "39.04.01. Социология", field of study "39.04.01. Социология"; 1 year, 3, 4 module)Rus
- Data Mining and Machine Learning in Social Sciences (Mago-Lego; 3, 4 module)Rus
- Introduction to Web Scraping and Data Mining in Social Sciences (Bachelor’s programme; Faculty of Social Sciences; 4 year, 3 module)Rus
- Mentor's Seminar "Digital Analytics of Social Processes" (Master’s programme; Faculty of Social Sciences; 1 year, 1-4 module)Rus
- Past Courses
Courses (2021/2022)
- Collection and Analysis of Quantitative Data in Advertising and PR (Master’s programme; Faculty of Creative Industries; 1 year, 1, 2 module)Rus
- Data Analysis in Sociology (Bachelor’s programme; Faculty of Social Sciences; 2 year, 2-4 module)Rus
- Data Mining in Social Scienses: The Methods of Factor Analysis and Clustering (Bachelor’s programme; Faculty of Social Sciences; 4 year, 3 module)Rus
- Methodology and Research Methods in Sociology (Postgraduate course’s programme; 1 year, 1 semester)Rus
- Methodology and Research Methods in Sociology: Contemporary Methods of Sociological Data Analysis (Master’s programme; Faculty of Social Sciences; 1 year, 3, 4 module)Rus
Courses (2020/2021)
- Collection and Analysis of Quantitative Data in Advertising and PR (Master’s programme; Faculty of Creative Industries; 1 year, 1, 2 module)Rus
- Data Analysis in Sociology (Bachelor’s programme; Faculty of Social Sciences; 2 year, 2-4 module)Rus
- Data Mining in Social Scienses: The Methods of Factor Analysis and Clustering (Bachelor’s programme; Faculty of Social Sciences; 4 year, 3 module)Rus
- Methodology and Research Methods in Sociology (Postgraduate course’s programme; 1 year, 1 semester)Rus
- Methodology and Research Methods in Sociology: Contemporary Methods of Sociological Data Analysis (Master’s programme; Faculty of Social Sciences; 1 year, 3, 4 module)Rus
Courses (2019/2020)
- Collection and Analysis of Quantitative Data in Advertising and PR (Master’s programme; Faculty of Creative Industries; 1 year, 1, 2 module)Rus
- Data Analysis in Sociology (Bachelor’s programme; Faculty of Social Sciences; 2 year, 3, 4 module)Rus
- Data Mining in Social Scienses: The Methods of Factor Analysis and Clustering (Bachelor’s programme; Faculty of Social Sciences; 4 year, 3 module)Rus
- Methodology and Research Methods in Sociology (Postgraduate course’s programme; 1 year, 1 semester)Rus
- Methodology and Research Methods in Sociology: Contemporary Methods of Sociological Data Analysis (Master’s programme; Faculty of Social Sciences; 1 year, 3, 4 module)Rus
- Research Seminar (Bachelor’s programme; Faculty of Creative Industries; 3 year, 1-4 module)Rus
- Research Seminar (Bachelor’s programme; Faculty of Creative Industries; 2 year, 1-4 module)Rus
- Research Seminar "Research Tools in Strategic Management" (Master’s programme; Graduate School of Business; 1 year, 1, 2 module)Eng
Courses (2018/2019)
- Collection and Analysis of Quantitative Data in Advertising and PR (Master’s programme; Faculty of Creative Industries; 1 year, 1, 2 module)Rus
- Data Analysis in Sociology (Bachelor’s programme; Faculty of Social Sciences; 2 year, 3, 4 module)Rus
- Methodology and Research Methods in Sociology (Postgraduate course’s programme; 1 year, 1 semester)Rus
- Research Seminar (Bachelor’s programme; Faculty of Creative Industries; 3 year, 1-4 module)Rus
- Research Seminar (Bachelor’s programme; Faculty of Creative Industries; 2 year, 1-4 module)Rus
- Research Seminar "Research Tools in Strategic Management" (Master’s programme; Graduate School of Business; 1 year, 1, 2 module)Eng
Courses (2017/2018)
- Data Analysis in Sociology (Bachelor’s programme; Faculty of Social Sciences; 2 year, 3, 4 module)Rus
- Research Seminar (Bachelor’s programme; Faculty of Creative Industries; 2 year, 1-4 module)Rus
Publications5
- Article Zhuchkova S., Rotmistrov A. How to choose an approach to handling missing categorical data: (un)expected findings from a simulated statistical experiment // Quality and Quantity. 2022. Vol. 56. No. 1. P. 1-22. doi
- Preprint Zhuchkova S., Rotmistrov A. A Comparison of the Missing-Indicator Method and Complete Case Analysis in Case of Categorical Data / National Research University Higher School of Economics. Series WP BRP "Sociology". 2019.
- Article Rotmistrov A., Popova P. How the Russian Nationalist Movement is Splintered by Ukrainian Maidan? Identifying ideological determinants by means of empirical data & mixed methods // Monitoring Obshchestvennogo Mneniya: Ekonomichekie i Sotsial'nye Peremeny. 2016. Vol. 6. No. 136. P. 1-13. doi
- Chapter Rotmistrov A. Russian Nationalist Movement Restructuring in Light of the Ukrainian Events Which Took Place in 2013-14, in: Social Science Research Network (SSRN). Rostock : Elsevier, 2015. P. 1-13.
- Preprint Rotmistrov A. Russian Nationalist Movement Restructuring in light of the Ukrainian Events which took place in 2013-14 / Social Science Research Network. Series SSRN Working Paper Series "SSRN Working Paper Series". 2015.
The scientific and educational resource http://rotmistrov.com
The scientific and educational resource http://rotmistrov.com
As part of this initiative, I popularize methods of sociology, marketing, political analytics, i.e. the data analysis methods that address sociological, marketing, political science problems.
The resource contains video guidance and other information dedicated data analysis methods.
How to choose the right procedure or method of data analysis?
If you know the name of the method you are interested in, just look it up on the site one of 4 ways:
- hovering the mouse over the item Методы in the main menu (where methods are in alphabetical order)
- using the navigation buttons on the methods on the right (in the mobile version - below)
- by using the search option in your web browser (usually Cntl + F)
- by using the search option on the site at the top right
If you do not find your preferred method, write to me, so I prepared video guidance on it.
If you do not know exactly what method you are interested, read the small text on the methods page.
HSE Researchers Receive Grants in Russian Science Foundation Competitions
The Russian Science Foundation announced the results of its 2019 competitions for support from the Presidential Research Project Programme. One competition was for grants in support of research initiatives by early career researchers, and another was in support of research conducted by research groups headed by early career scholars.
The Research and Study Group will organize the sessions at the ESRA 2019 conference
Members of the RSG will organize two sessions at the international methodological conference of the European Survey Research Association, which will be held in the capital of Croatia in July 2019.
The research of local BDSM community, the study of social determinants of film choice, the actions in social networks are following directions of researches by parsing in Research&Study group
Regular seminar of RSG was held on 24th July during the summer holidays. It was devoted to discussion about following directions of researches. The members of the group represented the first results of their investigations and discussed potential and limitations of parsing methods.
In search of multivariate associations: comparison of CHAID, log-linear analysis, and multiple correspondence analysis
Svetlana Zhuchkova has presented her graduation paper on the RSG seminar on 5th June. The paper was based on the comparison of three methods of searching for multivariate associations of categorical variables. The comparison was conducted in the paradigm of Data Mining.
The importance of multivariate associations in the study of paternalistic attitudes
Lubsana Tsydenzhapova, the student of the educational program “Applied Methods of Social Analysis of Markets”, continued a series of seminars on pre-defense of graduation master thesis. The student shared her experience of finding multivariate associations in the study of paternalistic attitudes in Post-socialist and Western European countries.
The potential of joint application of logistic regression, variance analysis, and log-linear modeling for predicting personal health assessment
During the RSG open seminar, there was a pre-defense of the master thesis of Zaruhi Simonyan, the student of the HSE master program 'Applied Methods of Social Analysis of Markets', whose scientific supervisor is Alexey Rotmistrov.
The first results of the RSG work were successfully presented at the scientific conferences
Maria Rodionova and Tamara Mkhitaryan presented the results of the search and application of interaction effects in their reports at the XII Russian Scientific Conference on the Remembrance of Yuri Levada. While on the XIX April Conference Svetlana Zhuchkova and Alexey Rotmistrov told about the research of handling missing data with CHAID.
Introduction to parsing: the experience of work with Python
Despite the upcoming May holidays, the seminar of the RSG, held on April 30, wasn't left without the attention of listeners. Anastasia Rodygina, invited third-year student of the Sociology Department of Faculty of Social Science, lectured about her experience of sites parsing in Python.
Missing values in CHAID: risks of their use
On Tuesday, the 17th of April, a new open seminar of the Research and Study Group (RSG) was held. On the meeting, Svetlana Zhuchkova presented the results of the research devoted to the usage of missing values in CHAID method. This report was previously successfully received by the public at the 19th April International Academic Conference on Economic and Social Development.
Women in STEM: the roundtable at the April Conference
The Roundtable, which was held on the 11th of April during the ХIХ April International Academic Conference on economic and social development, was devoted to the discussion on the role of women in the modern technological future.
The study of Russian nationalists and data mining: why social researchers should pay attention to computer science
The new meeting of the Research and Study Group (RSG) was held on the 3rd of April. The main speaker was the head of the RSG Alexey Rotmistrov, who dedicated the report to the particularities of Data Mining paradigm in sociology. During the report, the topic of Russian nationalists was also discussed.
Possibilities and issues of using Big Data in sociological research
On 13th of March Alexey Rotmistrov, the Head of Research & Study Group, made a speech as a discussant to the report «Possibilities and issues of working with Big Data: investigation on tenders for exchange of remote work» under the series of seminars «Sociology of Markets» organized by HSE Laboratory for Studies in Economic sociology (LSES).
Why schoolgirls do not choose STEM: searching for interaction effects in conditions of gender polarization
On the 20th of March Mkhitaryan Tamara introduced to members of the Research and Study Group (RSG) and other listeners results of applying the regression with interaction effects. Tamara`s report was based on her own database dedicated to the choice of STEM-disciplines by schoolchildren. After the report, Olga Savinskaya, Tamara`s scientific adviser, thanked her student for the active work on the topic and told listeners about the integration of research results into the work of the Department Social Protection of the population.
The experience of applying the effects of interaction:The study of the determinants of violence in straight couples
On the 6th of March, the first member of our Research and Study Group (RSG) Maria Rodionova made her own report at an open seminar. Maria introduced the other participants of the group and external listeners to results of creating a regression model with interaction effects on her own database. Application of the developed algorithm made the R squared more than three times higher, however, without including new variables.
Svetlana Zhuchkova won Student Research Paper Competition
On February 12, the deputy head of the RSG Svetlana Zhuchkova and the head of RSG Alexey Rotmistrov were invited at the meeting of winners of Student Research Paper Competition (SRPC) with the rector of HSE Yaroslav Kuzminov. After the discussion between Mr. Kuzminov and students, an award ceremony was held. Svetlana was among the winners. Her paper was written under the guidance of Alexey Rotmistrov.
Deep study of log-linear analysis and the first acquaintance with the R-package
The second meeting of our Research and Study Group (RSG) took place on the 6th of February and was dedicated to log-linear analysis and its application for searching interaction effects in social data. The meeting was held under the leadership of Svetlana Zhuchkova, the deputy head of the RSG, and lasted for an hour and a half. The very next day, on the 7th of February, at the initiative of the head of the group Alexey Rotmistrov there was held an additional closed seminar which gave an opportunity for participants to repeat previously studied material. Also, there were discussed the first results of the individual project, presented by Maria Rodionova.
Let the work begin: the first meeting of the Research and Study Group
The first meeting of the Research and Study Group (RSG) called «Adaptation of Methods for Interaction Detection in Social Data» was held on the 23rd of January and marked with two events. The meeting was opened by the introductory speech of the head of RSG Alexey Rotmistrov and continued with the discussion of participants` individual research projects.