{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T22:17:56Z","timestamp":1769552276106,"version":"3.49.0"},"reference-count":53,"publisher":"MDPI AG","issue":"10","license":[{"start":{"date-parts":[[2024,10,8]],"date-time":"2024-10-08T00:00:00Z","timestamp":1728345600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computers"],"abstract":"<jats:p>This study examines the balance between technical and social focus in artificial intelligence, blockchain, cybersecurity, and privacy publications in Web of Science across countries, exploring the social factors that influence these research priorities. We use regression analysis to identify predictors of research focus and cluster analysis to reveal patterns across countries, combining these methods to provide a broader view of global research priorities. Our findings reveal that liberal democracy index, life expectancy, and happiness are significant predictors of research focus, while traditional indicators like education and income show weaker relationships. This unexpected result challenges conventional assumptions about the drivers of research priorities in digital technologies. The study identifies distinct clusters of countries with similar patterns of research focus across the four technologies, revealing previously unrecognized global typologies. Notably, more democratic societies tend to emphasize social implications of technologies, while some rapidly developing countries focus more on technical aspects. These findings suggest that political and social factors may play a larger role in shaping research agendas than previously thought, necessitating a re-evaluation of how we understand and predict research focus in rapidly evolving technological fields. The study provides valuable information for policymakers and researchers, informing strategies for technological development and international collaboration in an increasingly digital world.<\/jats:p>","DOI":"10.3390\/computers13100254","type":"journal-article","created":{"date-parts":[[2024,10,8]],"date-time":"2024-10-08T04:29:26Z","timestamp":1728361766000},"page":"254","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Technical Innovations and Social Implications: Mapping Global Research Focus in AI, Blockchain, Cybersecurity, and Privacy"],"prefix":"10.3390","volume":"13","author":[{"given":"Emanuela","family":"Bran","sequence":"first","affiliation":[{"name":"Faculty of Automatic Control and Computers, National University of Science and Technology Politehnica Bucharest, 060042 Bucharest, Romania"},{"name":"Doctoral School of Sociology, University of Bucharest, 010181 Bucharest, Romania"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2794-280X","authenticated-orcid":false,"given":"R\u0103zvan","family":"Rughini\u0219","sequence":"additional","affiliation":[{"name":"Faculty of Automatic Control and Computers, National University of Science and Technology Politehnica Bucharest, 060042 Bucharest, Romania"},{"name":"Academy of Romanian Scientists, 3 Ilfov, 050044 Bucharest, Romania"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5540-4246","authenticated-orcid":false,"given":"Dinu","family":"\u021aurcanu","sequence":"additional","affiliation":[{"name":"Faculty of Electronics and Telecommunications and National Institute of Innovations in Cybersecurity, \u201cCYBERCOR\u201d, Technical University of Moldova, MD-2004 Chi\u0219in\u0103u, Moldova"}]},{"given":"Gheorghe","family":"Nadoleanu","sequence":"additional","affiliation":[{"name":"Doctoral School of Sociology, University of Bucharest, 010181 Bucharest, Romania"}]}],"member":"1968","published-online":{"date-parts":[[2024,10,8]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Bran, E., Rughini\u0219, R., \u021aurcanu, D., and St\u0103iculescu, A.R. (2024). Decoding National Innovation Capacities: A Comparative Analysis of Publication Patterns in Cybersecurity, Privacy, and Blockchain. Appl. Sci., 14.","DOI":"10.3390\/app14167086"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"2871","DOI":"10.1007\/s11192-022-04313-w","article-title":"The link between countries\u2019 economic and scientific wealth has a complex dependence on technological activity and research policy","volume":"127","author":"Brito","year":"2022","journal-title":"Scientometrics"},{"key":"ref_3","doi-asserted-by":"crossref","unstructured":"Lancho-Barrantes, B.S., Ceballos, H.G., and Cant\u00fa-Ortiz, F.J. (2019). Factors that influence scientific productivity from different countries: A causal approach through multiple regression using panel data. bioRxiv.","DOI":"10.1101\/558254"},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"655","DOI":"10.1007\/s11192-020-03390-z","article-title":"A meta-analysis study of the relationship between research and economic development in selected countries in sub-Saharan Africa","volume":"123","author":"Onyancha","year":"2020","journal-title":"Scientometrics"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1186\/s13033-017-0127-5","article-title":"Worldwide research productivity in the field of psychiatry","volume":"11","author":"Zhang","year":"2017","journal-title":"Int. J. Ment. Health Syst."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1017\/S0266462303000229","article-title":"Biomedical research productivity: Factors across the countries","volume":"19","author":"Rahman","year":"2003","journal-title":"Int. J. Technol. Assess. Health Care"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.ensci.2016.03.002","article-title":"Impact of country-specific characteristics on scientific productivity in clinical neurology research","volume":"4","author":"Jamjoom","year":"2016","journal-title":"eNeurologicalSci"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"199","DOI":"10.3176\/tr.2013.3.01","article-title":"Factors affecting bibliometric indicators of scientific quality","volume":"17","author":"Allik","year":"2013","journal-title":"Trames"},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"347","DOI":"10.1002\/leap.1370","article-title":"Visegr\u00e1d countries\u2019 scientific productivity in the European context: A 10-year perspective using Web of Science and Scopus","volume":"34","year":"2021","journal-title":"Learn. Publ."},{"key":"ref_10","first-page":"22","article-title":"Factors influencing scholarly publication productivity: A systematic review","volume":"50","author":"Wahid","year":"2022","journal-title":"Inf. Discov. Deliv."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"967","DOI":"10.1007\/s11192-012-0736-3","article-title":"Economic, linguistic, and political factors in the scientific productivity of countries","volume":"93","author":"Gantman","year":"2012","journal-title":"Scientometrics"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"665","DOI":"10.1111\/j.1365-4632.2011.05112.x","article-title":"Scientific productivity of OECD countries in dermatology journals within the last 10-year period","volume":"51","author":"Tasli","year":"2012","journal-title":"Int. J. Dermatol."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1016\/j.scitotenv.2013.01.057","article-title":"Bibliometric approach of factors affecting scientific productivity in environmental sciences and ecology","volume":"449","author":"Dragos","year":"2013","journal-title":"Sci. Total Environ."},{"key":"ref_14","doi-asserted-by":"crossref","unstructured":"Doi, H., Heeren, A., and Maurage, P. (2014). Scientific activity is a better predictor of Nobel award chances than dietary habits and economic factors. PLoS ONE, 9.","DOI":"10.1371\/journal.pone.0092612"},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"1562","DOI":"10.1056\/NEJMon1211064","article-title":"Chocolate consumption, cognitive function, and Nobel laureates","volume":"367","author":"Messerli","year":"2012","journal-title":"N. Engl. J. Med."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"1712","DOI":"10.1177\/08944393221117749","article-title":"Mapping the political landscape on social media using bibliometrics: A longitudinal Co-word analysis on twitter and facebook publications published between 2012 and 2021","volume":"41","author":"Obreja","year":"2023","journal-title":"Soc. Sci. Comput. Rev."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"342","DOI":"10.1108\/GKMC-09-2020-0148","article-title":"Global research productivity in cybersecurity: A scientometric study","volume":"71","author":"Loan","year":"2022","journal-title":"Glob. Knowl. Mem. Commun."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"40350","DOI":"10.1109\/ACCESS.2024.3375910","article-title":"A scientometrics analysis of cybersecurity using e-csti","volume":"12","author":"Omote","year":"2024","journal-title":"IEEE Access"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"172","DOI":"10.1080\/0194262X.2020.1840487","article-title":"Global cyber security research output (1998\u20132019): A scientometric analysis","volume":"40","author":"Dhawan","year":"2021","journal-title":"Sci. Technol. Libr."},{"key":"ref_20","unstructured":"Ravi, S., and Palaniappan, M. (2024, July 12). Mapping of Global Research Publication on Cryptography: A Scientometric View (23 March 2023). Available online: https:\/\/ssrn.com\/abstract=4397966."},{"key":"ref_21","unstructured":"Cojocaru, I., and Cojocaru, I. (2019, January 2\u20133). A bibliometric analysis of cybersecurity research papers in Eastern Europe: Case study from the Republic of Moldova. Proceedings of the Central and Eastern European eDem and eGov Days, Budapest, Hungary."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"2748","DOI":"10.1177\/14614448221092028","article-title":"The social side of cryptocurrency: Exploring the investors\u2019 ideological realities from Romanian Facebook groups","volume":"26","author":"Obreja","year":"2024","journal-title":"New Media Soc."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"44979","DOI":"10.1007\/s11042-023-17262-0","article-title":"Growth and impact of blockchain scientific collaboration network: A bibliometric analysis","volume":"83","author":"Khurana","year":"2024","journal-title":"Multimed. Tools Appl."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"316","DOI":"10.1016\/j.future.2020.10.023","article-title":"A bibliometric analysis and visualization of blockchain","volume":"116","author":"Guo","year":"2021","journal-title":"Future Gener. Comput. Syst."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"1289","DOI":"10.1007\/s11192-019-03170-4","article-title":"The rise of blockchain: Bibliometric analysis of blockchain study","volume":"120","author":"Firdaus","year":"2019","journal-title":"Scientometrics"},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"19212","DOI":"10.1109\/ACCESS.2019.2895646","article-title":"The evolution of blockchain: A bibliometric study","volume":"7","author":"Dabbagh","year":"2019","journal-title":"IEEE Access"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"100437","DOI":"10.1016\/j.hitech.2022.100437","article-title":"Emerging research on blockchain technology in finance; a conveyed evidence of bibliometric-based evaluations","volume":"33","author":"Boakye","year":"2022","journal-title":"J. High Technol. Manag. Res."},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Valencia-Arias, A., Gonz\u00e1lez-Ruiz, J.D., Flores, L.V., Vega-Mori, L., Rodr\u00edguez-Correa, P., and Santos, G.S. (2024). Machine Learning and Blockchain: A Bibliometric Study on Security and Privacy. Information, 15.","DOI":"10.3390\/info15010065"},{"key":"ref_29","doi-asserted-by":"crossref","unstructured":"Dominic, N., Pratama, N.R., Cornelius, K., Senewe, S.H., and Pardamean, B. (2022). Society with Trust: A Scientometrics Review of Zero-Knowledge Proof Advanced Applications in Preserving Digital Privacy for Society 5.0. Conference on Innovative Technologies in Intelligent Systems and Industrial Applications, Springer Nature.","DOI":"10.1007\/978-3-031-29078-7_7"},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"3024","DOI":"10.4236\/ojbm.2022.106150","article-title":"A Comparative Analysis of the Current Status and Trends of Domestic and International Privacy Protection Research\u2014CiteSpace-Based Bibliometric Study (1976\u20132022)","volume":"10","author":"Yin","year":"2022","journal-title":"Open J. Bus. Manag."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"863","DOI":"10.1007\/s10207-023-00761-4","article-title":"The rise of security and privacy: Bibliometric analysis of computer privacy research","volume":"23","author":"Ali","year":"2024","journal-title":"Int. J. Inf. Secur."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"727","DOI":"10.3390\/jtaer16040042","article-title":"Looking back to move forward: A bibliometric analysis of consumer privacy research","volume":"16","author":"Shu","year":"2021","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_33","doi-asserted-by":"crossref","unstructured":"Stan, I.M., Barac, I.C., and Rosner, D. (2021, January 4\u20136). Architecting a scalable e-election system using blockchain technologies. Proceedings of the 2021 20th RoEduNet Conference: Networking in Education and Research (RoEduNet), Iasi, Romania.","DOI":"10.1109\/RoEduNet54112.2021.9638303"},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"1545","DOI":"10.1007\/s00542-019-04426-y","article-title":"Bibliometric analysis on tendency and topics of artificial intelligence over last decade","volume":"27","author":"Gao","year":"2021","journal-title":"Microsyst. Technol."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"1699","DOI":"10.1007\/s10462-022-10206-4","article-title":"Global bibliometric mapping of the frontier of knowledge in the field of artificial intelligence for the period 1990\u20132019","volume":"56","author":"Carayannis","year":"2023","journal-title":"Artif. Intell. Rev."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"e18228","DOI":"10.2196\/18228","article-title":"Artificial intelligence in health care: Bibliometric analysis","volume":"22","author":"Guo","year":"2020","journal-title":"J. Med. Internet Res."},{"key":"ref_37","doi-asserted-by":"crossref","unstructured":"Tran, B.X., Vu, G.T., Ha, G.H., Vuong, Q.H., Ho, M.T., Vuong, T.T., La, V.P., Ho, M.T., Nghiem, K.C., and Nguyen, H.L. (2019). Global evolution of research in artificial intelligence in health and medicine: A bibliometric study. J. Clin. Med., 8.","DOI":"10.3390\/jcm8030360"},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"1779","DOI":"10.1007\/s00417-021-05511-7","article-title":"Analysis of international publication trends in artificial intelligence in ophthalmology","volume":"260","author":"Boudry","year":"2022","journal-title":"Graefe\u2019s Arch. Clin. Exp. Ophthalmol."},{"key":"ref_39","doi-asserted-by":"crossref","unstructured":"Saheb, T., Saheb, T., and Carpenter, D.O. (2021). Mapping research strands of ethics of artificial intelligence in healthcare: A bibliometric and content analysis. Comput. Biol. Med., 135.","DOI":"10.1016\/j.compbiomed.2021.104660"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"106994","DOI":"10.1016\/j.knosys.2021.106994","article-title":"Ethics and privacy of artificial intelligence: Understandings from bibliometrics","volume":"222","author":"Zhang","year":"2021","journal-title":"Knowl.-Based Syst."},{"key":"ref_41","doi-asserted-by":"crossref","unstructured":"Chuang, C.-W., Chang, A., Chen, M., Selvamani, M.J.P., and Shia, B.-C. (2022). A worldwide bibliometric analysis of publications on artificial intelligence and ethics in the past seven decades. Sustainability, 14.","DOI":"10.3390\/su141811125"},{"key":"ref_42","doi-asserted-by":"crossref","unstructured":"Hinojo-Lucena, F.-J., Aznar-D\u00edaz, I., C\u00e1ceres-Reche, M.-P., and Romero-Rodr\u00edguez, J.-M. (2019). Artificial intelligence in higher education: A bibliometric study on its impact in the scientific literature. Educ. Sci., 9.","DOI":"10.3390\/educsci9010051"},{"key":"ref_43","first-page":"159","article-title":"Artificial intelligence and journalism: Systematic review of scientific production in Web of Science and Scopus (2008\u20132019)","volume":"34","year":"2021","journal-title":"Commun. Soc."},{"key":"ref_44","doi-asserted-by":"crossref","unstructured":"Prieto-Gutierrez, J.-J., Segado-Boj, F., and Da Silva Fran\u00e7a, F. (2023). Artificial intelligence in social science: A study based on bibliometrics analysis. arXiv.","DOI":"10.14254\/1795-6889.2023.19-2.1"},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"100465","DOI":"10.1016\/j.jik.2024.100465","article-title":"Mapping the conceptual structure of innovation in artificial intelligence research: A bibliometric analysis and systematic literature review","volume":"9","author":"Obreja","year":"2024","journal-title":"J. Innov. Knowl."},{"key":"ref_46","doi-asserted-by":"crossref","unstructured":"Bircan, T., and Akdag Salah, A.A. (2022). A bibliometric analysis of the use of artificial intelligence technologies for social sciences. Mathematics, 10.","DOI":"10.3390\/math10234398"},{"key":"ref_47","doi-asserted-by":"crossref","unstructured":"Kaushik, K., Khan, A., Kumari, A., Sharma, I., and Dubey, R. (2024). Ethical Considerations in AI-Based Cybersecurity. Next-Generation Cybersecurity: AI, ML, and Blockchain, Springer Nature.","DOI":"10.1007\/978-981-97-1249-6"},{"key":"ref_48","doi-asserted-by":"crossref","unstructured":"Al-kfairy, M., Mustafa, D., Kshetri, N., Insiew, M., and Alfandi, O. (2024). Ethical Challenges and Solutions of Generative AI: An Interdisciplinary Perspective. Informatics, 11.","DOI":"10.2139\/ssrn.4833030"},{"key":"ref_49","unstructured":"de la Escosura, L.P. (2024, July 12). With Minor Processing by Our World in Data. \u201cAugmented Human Development Index\u201d [Dataset]. Leandro Prados de la Escosura, \u201cAugmented Human Development Index (AHDI)\u2014Country data\u201d; Leandro Prados de la Escosura, \u201cAugmented Human Development Index (AHDI)\u2014Regional Data\u201d [Original Data]. Available online: https:\/\/ourworldindata.org\/grapher\/augmented-human-development-index."},{"key":"ref_50","unstructured":"Herre, B. (2024, July 12). The \u2018Varieties of Democracy\u2019 Data: How Do Researchers Measure Democracy? OurWorldInData.org. Available online: https:\/\/ourworldindata.org\/vdem-electoral-democracy-data."},{"key":"ref_51","unstructured":"(2024, July 12). World Happiness Report (2012\u20132024)\u2014With Major Processing by Our World in Data. \u201cSelf-Reported Life Satisfaction\u2014WHR\u201d [Dataset]. Wellbeing Research Centre, \u201cWorld Happiness Report 2024\u201d; Various Sources, \u201cPopulation\u201d [Original Data]. Available online: https:\/\/ourworldindata.org\/grapher\/happiness-cantril-ladder."},{"key":"ref_52","doi-asserted-by":"crossref","unstructured":"Rughini\u0219, R., Bran, E., St\u0103iculescu, A.R., and Radovici, A. (2024). From cybercrime to digital balance: How human development shapes digital risk cultures. Information, 15.","DOI":"10.3390\/info15010050"},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1016\/j.puhe.2022.06.027","article-title":"Vaccination, life expectancy, and trust: Patterns of COVID-19 and measles vaccination rates around the world","volume":"210","author":"Vulpe","year":"2022","journal-title":"Public Health"}],"container-title":["Computers"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2073-431X\/13\/10\/254\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T16:09:00Z","timestamp":1760112540000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2073-431X\/13\/10\/254"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,8]]},"references-count":53,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2024,10]]}},"alternative-id":["computers13100254"],"URL":"https:\/\/doi.org\/10.3390\/computers13100254","relation":{},"ISSN":["2073-431X"],"issn-type":[{"value":"2073-431X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10,8]]}}}