Renáta Németh
Publications
D1-publications: 10, Q1-publications: 18 (according to Scopus ranking)
Number of citations: mtmt> ~1230 (independent), google scholar~2900
Hirsch-index: mtmt: 16/18, google scholar: 20
Impact factor ~ 65
Czuprák, N.; Németh, R.(2025): The IKEA effect in human-AI collaboration: Does the effect exist for non-physical products? Part I. The IKEA effect in human-AI collaboration: Does the effect exist for non-physical products? Part II. MARKETING SCIENCE & INSPIRATIONS 2025/3 and 2025/4
Sik, D.; Németh, R.; Barna, I.; Gessler, T.; Vincze, H. O.(2025): Editorial: Preface to the special issue ‘Text as data’ – Eastern and Central European political discourses from the perspective of computational social science (part 2) INTERSECTIONS: EAST EUROPEAN JOURNAL OF SOCIETY AND POLITICS 11 : 1
Németh, R., Tátrai, A., Szabó, M., Zaletnyik, P. T., Tamási, Á. (2025): Exploring the use of retrieval-augmented generation models in higher education: A pilot study on artificial intelligence-based tutoring SOCIAL SCIENCES & HUMANITIES OPEN 12 p. 101751 Paper: 101751
Váradi, L.; Agich, Ar.; Lőrincz, B.; Németh, R. (2025): Challenges and Opportunities: Intergroup Contact and the Reduction of Prejudice in Hostile Normative Context. In: Bergamaschi, Alessandro; Pica, Cinzia (eds.) Intergroup Contact, Friendships and Prejudice Reduction in Multiethnic Schools and Communities: Sociological, Psychological and Pedagogical Research and Theory. London, Routledge
Németh, R. (2025): Content analysis and natural language processing In: Reference module in social sciences. Amsterdam, Hollandia : Elsevier.
Katona, E., Németh, R., Unger, A. (2025): The Evolution of the ‘Carpathian Basin’ Discourse in the Hungarian Parliament (1998–2020) PHILOSOPHY AND SOCIETY / FILOZOFIJA I DRUSTVO 36 : 2 pp. 437-460.
Németh, R., Tátrai, A., Szabó, M., Zaletnyik, P. T., Tamási, Á. (2025): Exploring the use of retrieval-augmented generation: A pilot study on artificial intelligence-based tutoring SOCIAL SCIENCES & HUMANITIES OPEN 12 Paper: 101751
Tátrai, A., Németh, R., Dóczi, T. (2025): Sportol-e a sportnemzet? : A sportolás és a fizikai aktivitás gyakorisága, trendjei, egyenlőtlenségeinek meghatározói Magyarországon 2024-ben. [The frequency, trends, and determinants of inequality in sports and physical activity in Hungary in 2024.] In: Tóth, I. Gy., Gábos, A., Medgyesi, M. (eds.) Társadalmi riport [Social Report] 2024. Budapest: TÁRKI Társadalomkutatási Intézet Zrt., pp. 437-454.
Váradi, L., Morhayim, L., Németh, R., Tropp, L. R. (2025): Intergroup contact buffers influence of objective and perceived peer norms on prejudice among adolescents. International Journal Of Intercultural Relations 102199
Németh, R., Katona, E., Balogh, P., Rakovics, Zs., Unger, A. (2025): What else comes with a geographical concept beyond geography? The renaissance of the term ‘Carpathian Basin’ in the Hungarian Parliament. Intersections: East European Journal of Society and Politics, 1
Sik, D.; Rakovics, M.; Németh, R. (2024): The Manifest and Latent Structures of Medicalization and Psychologization in Lay Depression Discourses — A Word Embedding Analysis of Online Forums. Journal of Technology in Behavioral Science
Sik, D.; Németh, R.; Barna, I.; Gessler, Th.; Vincze, H. O (2024): Editorial - ‘Text as data’: Eastern and Central European political discourses from the perspective of computational social science. Intersections: East European Journal of Society and Politics, 4
Németh, R.; Tátrai, A.; Szabó, M.; Tamási, Á. (2024): Using a RAG-enhanced large language model in a virtual teaching assistant role: Experiences from a pilot project in statistics education. Hungarian Statistical Review, 7, 3-27.
Buda, J.; Németh, R. (2024): A felügyelt gépi tanulás alkalmazási lehetőségei szöveges adatokon. A magyar országgyűlésben 1998–2018 között elhangzott beszédek elemzése [Applications of supervised machine learning on textual data. analysis of speeches delivered in the Hungarian parliament between 1998-2018]. Statisztikai Szemle, 102, 1087-1103.
Németh, R., Sik, D. (2024): Beyond “latent thematic structure” - Expanding the interpretation of the topic model towards pragmatics. Intersections: East European Journal of Society and Politics, 4
Németh, R. (2024): Az automatizált szövegfeldolgozás szociológiai lehetőségei [Sociological perspectives of automated text processing]. Szombathely, Magyarország : Savaria University Press.
Sik, D., Rakovics, M., Buda, J., Németh, R. (2023): The impact of depression forums on illness narratives: a comprehensive NLP analysis of socialization in e-mental health communities Journal of Computational Social Science (Q2)
Renáta Németh, Domonkos Sik, Bendegúz Zaboretzky, Eszter Katona (2023): Depression in times of a pandemic – the impact of COVID-19 on the lay discourses of e-mental health communities. Information communication and society (D1)
László, Kovács; Renáta, Németh; Hilke, Elsen
(2023): Often Overlooked Aspects of Sound Symbolism: The Influence of
Participants’ Characteristics on Size Ratings Language and Speech (D1)
Németh Renáta, Koltai Júlia (2023): Natural language processing: The integration of a new methodological paradigm into sociology Intersections: East European Journal of Society and Politics (Q2)
Renáta Németh (2023): A Scoping Review on the Use of Natural Language Processing in Research on Political Polarization: Trends and Research Prospects. Journal of Computational Social Science (Q2)
Jakab Buda, Renáta Németh, Bori Simonovits, Gábor Simonovits (2022): The language of discrimination: Assessing attention discrimination by Hungarian local governments. Language Resources and Evaluation (D1)
Németh, Renáta; Máté, Fanni; Katona, Eszter;
Rakovics, Márton; Sik, Domonkos (2021): Bio, psycho, or social:
supervised machine learning to classify
discursive framing of depression in online health communities. Quality and Quantity: International Journal
of Methodology (D1)
Anna, Farkas ; Renáta, Németh (2022): How to measure
gender bias in machine translation: Real-world oriented machine translators,
multiple reference points. Social Sciences & Humanities Open 5 : 1,
Paper: 100239
Simonovits, Gábor ;
Simonovits, Bori ; Vig, Ádám ; Hobot, Péter ; Németh, Renáta ; Csomor, Gábor
(2021): Back to “normal”: the short-lived impact of an online NGO campaign of government discrimination in Hungary. Political
Science Research and Methods pp. 1-9. (Q1)
Németh, Renáta; Sik, Domonkos; Katona, Eszter
(2021): The asymmetries of the
biopsychosocial model of depression in lay discourses - Topic modelling
online depression forums. SSM
Population Health 14 Paper: 100785 (D1)
Sik, Domonkos; Németh, Renáta; Katona, Eszter (2021): Topic Modelling Online Depression Forums: Beyond Narratives of Self-Objectification and Self-Blaming. Journal of Mental Health (Q1)
Németh, Renáta (2021): Az okság alternatív fogalmi és módszertani megközelítései a szociológiában [Alternative conceptual and methodological approaches to causality in sociology]. Szombathely, Magyarország : Savaria University Press. (Q2)
Kmetty, Zoltán; Németh, Renáta (2021): Which is your favorite music genre? A validity comparison of Facebook data and survey data. Bulletin de Methodologie Sociologique
Németh Renáta (2021): Egy ritkábban használt survey kísérleti design, az alanyokon belüli ismételt
mérések – alternatívák, előnyök és statisztikai modellezés egy nyelvészeti
kutatás példáján. Statisztikai Szemle 99: 495-511.
Csomor Gábor, Simonovits Bori, Németh Renáta
(2021): Hivatali diszkrimináció - egy online terepkísérlet eredményei. Szociológiai
Szemle 31: 4-28.
Katona, Eszter; Németh, Renáta (2021): Automatizált szöveganalitika a korrupció kutatásában socio.hu: Társadalomtudományi Szemle, 11: 1.
Katona Eszter, Kmetty Zoltán, Németh Renáta
(2021): A korrupció hazai online média-reprezentációjának vizsgálata
természetes nyelvfeldolgozással. Médiakutató: médiaelméleti folyóirat
22: 69-88.
Németh, Renáta (2021): A felügyelt gépi tanulás
kihívásai a szociológiai alkalmazásokban. Metszetek - Társadalomtudományi
Folyóirat, 11 p. (in press)
Németh, Renáta; Koltai, Júlia (2021): Sociological knowledge discovery through text analytics. In Rudas, Péli (szerk.): Pathways between Social Science and Computational Social Science - Theories, Methods and Interpretations , Springer.
Elsen, Hilke; Németh, Renáta; Kovács, László (2021): The sound of size revisited - New insights from a German-Hungarian comparative study on sound symbolism. Language Sciences (Q1)
Váradi; Luca; Barna, Ildikó; Németh, Renáta (2021): Whose
Norms, Whose Prejudice?: The Dynamics of Perceived
Group Norms and Prejudice in New Secondary School Classes. Frontiers in Psychology (Q2)
Németh, Renáta (2020): A statisztikai megközelítés (The statistical approach). In: Jakab, András; Sebők, Miklós and Szalai, Ákos (eds.): Empirikus jogi tanulmányok paradigmái és módszertana. Gyakorlati bevezetés jogászoknak (Paradigms and methods of empirical legal studies - a practical introduction for lawyers).nbsp; Osiris, Budapest (In Hung.)
Németh, Renáta; Sik, Domonkos; Máté, Fanni (2020): Machine learning of concepts hard even for humans: the case of online depression forums; International Journal of Qualitative Methods, (D1)
Németh, Renáta; Katona, Eszter; Kmetty, Zoltán (2020): Perspective of automated text analytics in social sciences. (In Hung.) Szociológiai Szemle
Brecsok, Anna; Németh, Renáta (2020): A kérdéssorrendből fakadó kontextushatás (Context effect arisen from question order). Statisztikai Szemle 98 (3) 191-211. (in Hung.)
Németh Renáta, Luksander Alexandra (2018): Strong impact of interviewers on respondents' political choice - Evidence from Hungary. Field Methods, 30:(2) pp. 155-170. IF: 1.471 (D1)
Bárdits, Anna, Németh, Renáta (2017): The rite of statistical significance testing – contemporary critics; the rite in sociology. Szociológiai Szemle, 27:(1) pp. 119-125. (in Hung.)
Bárdits, Anna, Németh, Renáta, Terplán, Győző (2016): An old problem in the spotlight again. The mistaken practice of the null-hypothesis significance test. (in Hung.) Statisztikai Szemle, 94:(1) pp. 52-75.
Németh, Renáta (2015): Causal inference in empirical sociological research. Szociológiai Szemle, 25(2), pp:2-30. (in Hung.)
Németh, Renáta (2015): Do numbers really speak for themselves? Replika, Special issue on Big data and Sociology, 92-92, pp: 203-208. (in Hung.)
Németh, Renáta, Tóth, Gergely (2015): Sections 'Building Models' and 'Beyond the linear trend line' In: Daróczi, Gergely: Mastering Data Analysis with R, pp. 107-126, 127-152. Packt Publishing, Birmingham, UK, 2015.
Németh, Renáta
(2014): Methods of quantitative
social research paradigms. socio.hu, 2014/3, pp. 1-16. (Hung.)
Vokó Z, Németh R, Nagyjánosi L, Jermendy G, Winkler G, Hídvégi T, Kalotai Z, Kaló Z (2014): Mapping the Nottingham Health Profile onto the preference-based EuroQol-5D instrument for patients with diabetes. Value in Health Regional Issues 4:(1) pp. 31-36. (Q2)
Németh, R.,
Luksander, A. (2013): Effect of interviewer’s
party preference on responses in political surveys: evidences
and explanations. Hungarian Review of
Sociology, 23(2): 52-71. (Hung.)
Renáta Németh, Tamás Rudas (2013): Rejoinder: On the application of discrete marginal graphical models. Sociological Methodology, 43(1):130-132. (D1)
Renáta Németh, Tamás Rudas (2013): On the application of discrete marginal graphical models. Sociological Methodology, 43(1):70-100. Impact Factor: 1.5 (D1)
Voko Z, Nemeth R, Dank M, Nagy-Erdei Zs, Kalo Z, Geczi L: Mapping the cancer-specific EORTC QLQ-BR23 onto the preference-based EuroQol-5D instrument. Journal of Health Policy and Outcomes Research 2013. 4. 10.
Éva Orosz, Renáta Németh (2013): How much do we pay out of
pocket? Direct health care expenditures in
Renáta Németh, Tamás Rudas (2013): Discrete Graphical Models in Social Mobility Research - A Comparative Analysis of American, Czechoslovakian and Hungarian Mobility before the Collapse of State Socialism. Bulletin of Sociological Methodology, 118(1): 5-21. (Q3)
Németh, Renáta: „I just ran two million regressions” or:
methodological paradigms in quantitative social research. In: Bacsák, D.,
Krámer, L., Szabó, M. (ed.): Key
questions in social science 2011-2012, pp 189-2000.
Németh, Renáta (2011): Hungarian households’ out-of-pocket drug payment based on survey data from ELEF2009 (Hung). Egészségügyi Gazdasági Szemle 49:(6)4-9
Vitrai, J., Bakacs, M., Kaposvári, Cs., Németh, R. (2010): Inequalities in
need-adjusted health care utilization in
Rudas, T., Bergsma, W., Németh, R. (2010): Marginal log-linear parameterization of conditional independence models. Biometrika, 97: (4)1006-1012. Impact Factor: 1.833 (D1)
Vokó, Z.., Csépe, P., Németh, R., Kósa, K., Kósa, Zs., Ádány, R., Széles, Gy. (2009): Does socioeconomic status fully mediate the effect of ethnicity on the health of Roma people in Hungary? Journal of Epidemiology and Community Health, 63(6): 455-60. Impact Factor: 3.043 (D1)
Vokó, Z. et al (2008):
Epidemiology of cerebrovascular diseases in
Kósa Zs, Széles Gy, Kardos L, Kósa K, Németh R, Országh S, Fésüs G, Martin McKee, Ádány R, Vokó Z (2008): A telepszerű körülmények között élők összehasonlító egészségfelmérése. Népegészségügy 86: 5-14 (2008)
Zajkás, G. et al (2007): Dietary
survey in Hungary 2003-2004, Micronutrients: vitamins. Orvosi
Hetilap, Vol 148, No 34, 1593-1600. (Hung.)
Bíró, L. et al (2007): Dietary survey in Hungary 2003-2004. Orvosi Hetilap, Vol 148, No 15, 703-8. (Hung.)
Németh Renáta (2007): Changes in social mobility in Hungary during the transition period. Review of Sociology, Vol 13, No. 1, 49-66.
Boros, J., Görög, K., Kaposvári,
Cs., Németh, R. (2007): General epidemiology. In: Ember,
Kósa, Zs. et al (2007): A Comparative Health Survey of the Inhabitants of Roma Settlements in Hungary. American Journal of Public Health, Vol 97, No. 5, 853-859. Impact Factor: 3.612 (D1)
Németh, R. (2006): Changes in social mobility in
Németh, R. (2006): Graphical models on
categorical data – with social science application. In: Némedi, D., Somlai, P., Szabari, V., Szikra, D. (eds.) Kötő-jelek.
Annual Book of the Sociology PhD Program of Eötvös Loránd University,
Budapest. (Hung.)
Németh, R (2004).: Representativeness problems
inherent in address-based sampling and a modification of the Leslie Kish grid. Bulletin
of Sociological Methodology, N. 83, 43-60. (Q3)
Doorslaer, E. van, Masseria, C. and the OECD
Health Equity Research Group (among them Renáta Németh) (2004): Income-related inequality
in the use of medical care in 21 OECD countries. In: Towards
High-Performing, Health Systems: Policy Studies, OECD.
Szende Á., Németh, R. (2003): Health-related
quality of life of the Hungarian adult population. Orvosi
Hetilap, Vol 144., 34. 1667-1674. (Hung.)
Borsos, K., Vitrai, J., Boros, J., Németh, R.,
Országh, S. (2003): Health-related expenditures of the Hungarian adult
population based on the Hungarian National Health Interview Survey 2000. Egészségügyi Gazdasági Szemle, Vol 41., 4.
25-33. (Hung.)
Németh, R., Rudas, T. (2002): Sample selection
with the
Szabó, M.; Tamási, Á.; Németh, R.; Tátrai, A. (2025): Rethinking University Learning: Course-Based Human–AI Interaction in a Controlled Educational Environment. CEUR WORKSHOP PROCEEDINGS - pp. 40-46.
Rudas, T., Bergsma, W., Németh, R. (2006): Parameterization and estimation of path models
for categorical data. In: Rizzi, A., Vich, M. (eds.) COMPSTAT 2006
Proceedings in Computational Statistics, Physica-Verlag, 383-394.
Németh, R.(2004): An application of
marginal log-linear models to examine changes in social mobility in Hungary
during the transition period. In: Proceedings of the RC33
Sixth International Conference on Social Science Methodology,
Zakariás,
Németh, R. (2001): Respondent selection
within the household – A modification of the Kish grid. In: Proceedings
of the Sixth Austrian, Hungarian, Italian and Slovenian Meeting of Young
Statisticians,
Invited presentations
Barna, I., Buda, J., Gosztonyi, M., Németh, R. (2025): Változó narratívák és diskurzusok: A menekültválságok médiaképe a flamand és magyar online sajtóban [Changing narratives and discourses: The media image of refugee crises in the Flemish and Hungarian online press] (2015-16, 2022-23) (2025) Invited talk, TÁRKI Work in Progress series.
Németh, R.: Automatizált szövegfeldolgozás a szociológiai kutatásban [Automated text processing in sociological research]. Eötvös Loránd University, Day of Scientific Research, 29 November. Video URL from 00:15
Ildikó Barna, Renáta Németh (2021). Conference on Digital Heritage and Artificial Intelligence, National Laboratory for Digital Heritage, 20 May 2021.
Rakovics, Márton; Németh, Renáta: Machine Learning from a Social Science Perspective (2020). Invited presentation at the scientific event "Challenges of Artificial Intelligence and Machine Learning Applications", 17 November 2020, Hungarian Science Day, Department IX, Hungarian Academy of Sciences, Budapest, Hungary
Renáta Németh, Anna Bárdits, Győző Terplán (2016). Invited presentation and keynote speech at the meeting of the Statistical Science Subcommittee of the Academy of Sciences, Section IX, 16 June 2016.
Renáta Németh. Plenary lecture as invited speaker. Conference on Media Market-Research-PR, Interpretation Section. Eger, 13-14 April 2016.
Renáta Németh: The impact of interviewers on survey results. X Hungarian Biometrics Conference, May 2014, Budapest, Hungary (invited speaker).
Renáta Németh: Discrete Graphical Models in Social Mobility Research. MTA - RECENS & CEU CNS Seminar, Budapest, June 2014 (invited speaker of the seminar).
Németh Renáta, Rudas Tamás: Discrete graphical models in social mobility research. In: Angela Blanco-Fernandez, Gil Gonzalez-Rodriguez, George Loizou (eds.): Book of Abstracts CFE-ERCIM 2014. Pisa, Italy, 06.02-08.12.2014.
Other conference participation
2025
Németh, R.: Az automatizált szövegfeldolgozás felhasználási lehetőségei a marketingben [Possible uses of automated text processing in marketing] Marketingnyelvészet Konferencia [Marketing Linguistics Conference], 6-7 November 2025, ELTE Eötvös Loránd University, Szombathely
Tátrai, A.; Németh, R.; Szabó, M.: RAG-modellen alapuló mesterséges intelligencia működhet-e virtuális oktatási asszisztensként a statisztikaoktatásban? [Can artificial intelligence based on the RAG model act as a virtual teaching assistant in statistics education?] III Higher Education in Higher Education Conference, 6 February 2025, ELTE Eötvös Loránd University
Rakovics, Zs., Németh, R. (2025). Does AI Take Sides? Investigating Political Leanings in LLM-Generated Samples. In: Quantitative methods in the digital turn: Promises and pitfalls : Book of abstracts (2025) pp. 7.
Kiyak, S.; Buda, J.; Gosztonyi, M.; Meeusen, C.; Németh, R.; Barna, I.; d'Haenens, L.: From Polarization to Consensus? A Comparative Analysis of Political Discourse on Refugees in Belgium and Hungary (2015–2022) Etmaal van de Communicatiewetenschap (“24 hours of Communication Science”), “Media and Well-being: Balancing Benefits and Challenges in the Digital Age” 2025, 3-4 February, Bruges
2024
Németh, R.; Tátrai, A.; Simon, D.; Szabó, M.: A ChatGPT belépett az előadóterembe, avagy RAG-rendszerrel bővített nagy nyelvi modellek tanulástámogató szerepben - egy pilot projekt tapasztalatai az ELTE TáTK-n [ChatGPT entered the lecture hall, or RAG-enhanced large language models in a learning support role - experiences of a pilot project]. Digitalization and Social Change - Meeting of the Hungarian Sociological Society, 27 November 2024, University of Pécs, Hungary
Buda, J.; Németh, R.: A polarizáció
mérése gépi tanulással a magyar parlamentben 1998 és 2018 között elhangzott beszédeken keresztül [Measuring polarisation
through machine learning in speeches delivered in the Hungarian Parliament
between 1998 and 2018]. 2024. 17-19. October, Szeged, SciComp24, Hungary
Barna, I.; Németh, R.; Buda, J.: Shifting Narratives – Analyzing the Discursive Framing of Migration Connected to Russia’s War on Ukraine in Hungarian Online Media Using the Tools of Natural Language Processing. 16th Conference of the European Sociological Association, 2024. 27-30 August, Porto
Katona, E., Németh, R.: The Evolution of the 'Carpathian Basin' Discourse in Hungarian Parliament. EDC 2024 (Elections-Democracy-Crisis 2024) University of Warsaw, Warsaw, 2024. 29th February- 1st March
2023
Barna, Ildikó ; Németh, Renáta ; Pólya, Tibor: Long-lasting Borders and Symbolic Borderworlds. Examining the different political sides’ memorialization of using tools of Natural Language Processing and Narrative Psychology. Borderworlds: Temporal, Geographical and Psychosocial Exploration of Symbolic Borders, Prague, June 8. 2023.
Németh, Renáta ; Barna, Ildikó ; Pólya, Tibor: An experimental combination of NLP with a narrative psychological analyzer - The Trianon Peace Treaty in Hungarian online media on the 100th anniversary (in Hung.). Annual Meeting of the Hungarian Sociological Association, Corvinus University, Budapest, 17-18 November 2023.
Németh, Renáta ; Rakovics, Zsófia: On some sociological applications of natural language processing (in Hung.). SciComp23 conference, Budapest, Institute of Scientific Computing, 7-8 November 2023.
Barna, Ildikó ; Németh, Renáta ; Pólya, Tibor ; Berbekár, Réka: Examining the Different Political Sides’ Memorialization of Using Tools of Natural Language Processing and Narrative Psychology XX. ISA World Congress of Sociology, June 25- July 1 2023.
Németh, Renáta ; Buda, Jakab ; Simonovits, Bori: The Language of Discrimination: Assessing Attention Discrimination By Hungarian Local Governments Using Machine Learning XX. ISA World Congress of Sociology, June 25 - July 1 2023.
Németh, Renáta ; Buda, Jakab ; Simonovits, Bori: Who knows it better? The task of detecting discrimination using human coding vs. text mining (2023) EuMePo (European Memory Politics) Jean Monnet Network Conferenc, Budapest, 15 June 2023.
Katona, Eszter ; Németh, Renáta Carpathian Basin-related topics in Hungarian parliamentary speeches. A concept related to Hungary’s self-definition. CENTRAL Workshop: Notion and Construction of Victimhood in Central East and Southeast Europe. February, 2023, Wien .
2022
Németh, Renáta: A szakterületi tudás (domain knowledge) szerepe az adattudomány társadalomkutatási alkalmazásaiban [The role of domain knowledge in social research in data science applications]. 'Sociological knowledge and public good' - annual conference of the Hungarian Sociological Association, University of Miskolc, October 2022.
Németh, Renáta: Nyelvi polarizáció kutatása NLP-vel: módszertani kihívások (általánosíthatóság, oksági tévkövetkeztetés [Researching linguistic polarization with NLP: methodological challenges (generalizability, causal fallacy)]. Text.Machine.Society - workshop of the ELTE Research Center for Computational Social Science, ELTE, Faculty of Social Sciences, September 2022.
Buda, J., Simonovits, B., Németh, R.: Figyelemdiszkrimináció mérése természetes nyelvfeldolgozással [How to measure attenation discrimination using natural language processing]. Text.Machine.Society - workshop of the ELTE Research Center for Computational Social Science, ELTE, Faculty of Social Sciences, September 2022.
2021
Renáta, Németh ; Domonkos, Sik ; Eszter, Katona: Understanding online discursive framing of depression via topic models. The International Conference on Social Science Methodology, International Sociological Association’s Research Committee (RC33) on Logic and Methodology in Sociology, Online conference 7-10 September 2021, Session 12: Natural Language Processing: a New Tool in the Methodological Tool-Box of Sociology
Németh, Renáta: Szövegbányászat mint szociológiai módszer. Távolról is olvasható? A szövegbányászat perspektívája a szociológiai kutatásban (Módszeresen vitasorozat) vitaindító, Társadalomtudományi Kutatóközpont Módszertani Képzési Központ, 2021. június.
2020
Kmetty, Zoltán; Németh, Renáta: Which is your favorite music genre? A validity comparison of Facebook data and survey data (poster). 6th International Conference on Computational Social Science, July 2020.
2019
Renáta, Németh; Domonkos, Sik; Fanni, Máté;Eszter, Katona: Bio, psycho or social – Discursive framing of depression in online health communities (poster) 5th International Conference on Computational Social Science, University of Amsterdam, 2019.
Katona Eszter; Németh Renáta, Kmetty Zoltán: Natural Language Processing in Social Sciences. Joint Annual Conference of the GPSA Methods of Political Science Section and the SPSA Empirical Methodology Working Group May 10/11, 2019
Máté, Fanni; Katona, Eszter; Németh, Renáta; Sik, Domonkos: Framing of depression in online forums – supervised learning in subjective topic (in Hung.). Workshop on New paths in social research, ELTE Faculty of Social Sciences, 2019. okt. 11
Németh, Renáta ; Koltai, Júlia: Text analytics in sociological research: challenges and opportunities. Workshop on New paths in social research, ELTE Faculty of Social Sciences, 2019. okt. 11
Sik, Domonkos ; Máté, Fanni ; Németh, Renáta ; Katona, Eszter: Framing of depression in online forums – text analytical research of social suffering. Workshop on New paths in social research, ELTE Faculty of Social Sciences, 2019. okt. 11
2018
Németh, Renáta: Data science and statistics. Meeting of the Hungarian Society for Clinical Biostatistics, 2018, 19 October.
2016
Barna, Ildikó; Dessewffy, Tibor; Németh, Renáta: Paradigm or paraphrase? (In Hung.) Big Data section, Annual conference of the Hungarian Sociological Association. Pécs, Hungary, 2016, 20-21 October.
Rite of the statistical significance testing. "Methodically" - discussion series in sociological methodology. Budapest, 25 October, 2016. Center for Social Sciences, Institute of Sociology, Hungarian Academy of Sciences.
2015
Németh, Renáta, Rudas, Tamás: Confounding in Causal Analysis in Case of Binary Responses. European Sociological Association, ESA 12th Conference: Differences, Inequalities and Sociological Imagination. Book of Abstracts.. Praha, 2015.08.25-2015.08.28.
Invited organizer of the workshop "Combining quantitative-qualitative methods in Hungarian social research practice". Conference on "Double date - Meeting of disciplines and methods". Semmelweis University Institute of Mental Health, 05.20.2015.
2013
Németh, Renáta: Causal inference in social science research.
Annual Conference of the Hungarian Sociological Association,
Németh, R., Rudas, T.: On sociological application of
discrete marginal graphical models. In: Márkus, L., Prokaj,
V. (ed.): Abstracts of
the 29-th European Meeting of Statisticians.
Németh, R.,
Luksander, A.: Effect of interviewer’s party preference on responses in political surveys: evidences and explanations. Conference
entitled “Quantitative methods”, organized by the Hungarian Review of
Sociology, the Elek Fényes Association and the Hungarian Sociological
Association.
2012
Németh, Renáta: The Kish-grid and its application on
Németh, Renáta - Rudas, Tamás: Discrete path models for
social mobility research. Closing conference of the subproject “Large systems
in science and their computational simulation”, part of the project “For
Knowledge on an European Scale, ELTE”;
Németh, Renáta: „I just ran two million regressions”, or
methodological paradigms in quantitative social science research.
2011
Németh, Renáta - Rudas,,Tamás:
Graphical models. In: Szamosvölgyi K (ed.) Nyitott rendszerek
Rudas Tamás, Németh Renáta: Marginal Models of Social
Mobility. In: Book of Abstracts, Spring Methodology Conference, 2011, American
Sociological Association.
Vokó, Z., Németh, R., Kaló, Z., Kalotai, Z.: Utility estimates by quality of life questionnaires in diabetes, breast cancer and osteoporosis patients. IME – META V. Hungarian Health Economics Congress and Education, Budapest, 2011.
2010
Vitrai, J., Bakacs, M., Kaposvári, Cs., Németh, R. (2010): Inequalities in
need-adjusted health care utilization in
2009
Vitrai, J., Németh, R., Bakacs, M., Kaposvári, Cs. (2009): Multilevel analysis of inequalities in need-adjusted health care utilization. Egészségtudomány, 53/3. Proceedings of the XXXIX Congress of the Hungarian Society of Hygiene (Hung.)
2008
XVIII World Congress of Epidemiology, Porto Alegre, Brazil,
2008. The complex effect of ethnicity on the health of Roma people in Hungary. Vokó, Z., Csépe, P., Németh, R., Kósa, K., Kósa, Zs.,
Széles, Gy., Ádány, R.
2006
SMABS-EAM
(Society for Multivariate Analysis in the Behavioural
Sciences, European Association of Methodology) Conference,
Annual Conference of the ELTE Sociology
Doctoral Program,
2005
Vokó Z. et al (2005): Health of
the inhabitants of Roma settlements in Hungary – a comparative health survey.
In: European Journal of Public Health 15 (6): 65, Proceedings of the
EUPHA (European Public Health Association) Annual Conference,
2004
EUPHA (European Public Health Association)
Annual Conference, Oslo, Norway, 2004. Work stress factors and their
associations with health in the contemporary Hungarian working population.
Csizmadia, P., Németh, R. In: European Journal of Public Health 14 (4):
25-26 Suppl. S, Dec 2004
International Symposium, organized as a
satellite of the Eighth International Congress of Behavioural
Medicine.
XIII. Meeting of the Hungarian Public Health
Association,
2003
Biannual Seminar, ROeS,
International Biostatistics Society, St. Gallen, Switzerland, 2003. Sampling
Design of Health Surveys: Household as a sampling unit. Németh, R.
XXXIV. Annual Meeting of the Hungarian Public
Health Association of Hungarian Hygienic,
2002
Conference on Equity in Health, Budapest,
Hungary, 2002. Health-related quality of life of the Hungarian adult
population: effect of demographic, social and economic factors (Hung.) Németh,
R, Szende, Á
II. National Meeting on Health Statistics,
XI. Meeting of the Hungarian Public Health
Association,
2001
I. National Meeting on Health Statistics,
X. Meeting of the Hungarian Public Health
Association,
Németh,
Renáta (2014): Causal inference in empirical social science
research. (Hung.) 74 p., Eötvös Loránd University
Causal
inference in the empirical social science research.(Hung.) Habilitation
talk. Eötvös Loránd University, 2.12.2014.
Observational studies within the Rubin-Holland
framework: the problem of confounding. Scientific talk.
Eötvös Loránd University, 2.12.2014.
PhD
in Sociology: Social science application of graphical
models on mobility data,
Németh, Renáta, Simon, Dávid: Social statistics (in Hungarian
and in English).
Textbook.
Vitrai, J., Bakacs, M., Kaposvári, Cs., Németh, R. (2009): Inequalities in
need-adjusted health care utilization in Hungary.
Vitrai, J., Hermann, D., Kaposvári,
Cs., Németh, R. (2008): Health survey in Hódmezővásárhely,
HODEF2008.
Deckovic-Dukres, V., Hrkal, J., Németh, R., Vitrai, J., Zach, H.: Inequalities in health system
responsiveness. Joint World Health Survey Report Based on Data from
Selected Central European Countries, 2007, WHO-report.
Remák, E.,
Albert, F., Dávid, B., Németh, R.: Social
support, social cohesion. In.: National Health Interview Survey 2003, Research
Report, 2005. (Hung.)
Németh, R., Csizmadia, P.: Social environment:
working conditions, economic status. In.: National Health Interview Survey
2003, Research Report, 2005. (Hung.)
Boros J., Németh R., Vitrai J. (eds.):
National Health Interview Survey 2000, Research Report.
Németh R.: Methods of analysis and Sampling.
In.: National Health Interview Survey 2000, Research Report. Eds.: Boros J.,
Németh R.,
Németh R.: Sampling Design of
Health Surveys: Household as a sampling unit. LIS Working Papers No. 358,
2003.
Németh, R. (Ed.): Categorical data analysis.
Standard curriculum for the survey statistics program at the Sociology
Institute, Eötvös Loránd University, 1998. (Hung.)