Item response theory network analysis of European universities

References

• Azondekon, R., Z. J. Harper, F. R. Agossa, C. M. Welzig, and S. McRoy. 2018. Scientific authorship and collaboration network analysis on malaria research in Benin: Papers indexed in the web of science (1996–2016). Global Health Research and Policy 3 (1):1–11. doi:10.1186/s41256-018-0067-x.
   PubMedGoogle Scholar
• Baker, F. 1985. The basics of item response theory. Journal of Educational Measurement 23 (3):267–70.
   Web of Science ®Google Scholar
• Bergier, I., P. M. Santos, and A. H. Oster. 2021. Scientific collaboration in a multidisciplinary organization revealed by network science. SN Computer Science 2 (1):1–11. doi:10.1007/s42979-020-00393-8.
   Google Scholar
• Bian, J., M. Xie, U. Topaloglu, T. Hudson, H. Eswaran, and W. Hogan. 2014. Social network analysis of biomedical research collaboration networks in a CTSA institution. Journal of Biomedical Informatics 52:130–40. doi:10.1016/j.jbi.2014.01.015.
   PubMed Web of Science ®Google Scholar
• Birnbaum, A. 1957. Efficient design and use of tests of amental ability for various decision-making problems. Series Report No. 58-16. Randolph Air Force Base, TX, USAF School of Aviation Medicine.
   Google Scholar
• Birnbaum, A. 1958. On the estimation of mental ability. Series Rep., no 15, project no. 7755-23, Randolph Air Force Base, TX, USAF School of Aviation Medicine.
   Google Scholar
• Birnbaum, A. 1968. Some latent trait models. In Statistical theories of mental test scores, ed. F. M. Lord, M. R. Novick, 397–479, Reading, MA: Addison-Wesley.
   Google Scholar
• Bock, R. D. 1972. Estimating item parameters and latent ability when responses are scored in two or more nominal categories. Psychometrika 37:29–51.
   Web of Science ®Google Scholar
• Bock, R. D., and M. Lieberman. 1970. Fitting a response model for n dichotomously scored items. Psychometrika 35 (2):179–97. doi:10.1007/BF02291262.
   Web of Science ®Google Scholar
• Bringmann, L. F. 2016. Dynamical networks in psychology: More than a pretty picture?’ Doctoral diss. Leuven, KU Leuven.
   Google Scholar
• Epskamp, S., D. Borsboom, and E. I. Fried. 2018. Estimating psychological networks and their accuracy: A tutorial paper. Behavior Research Methods 50 (1):195–212. doi:10.3758/s13428-017-0862-1.
   PubMed Web of Science ®Google Scholar
• Greenland, S., J. M. Robins, and J. Pearl. 1999. Confounding and collapsibility in causal inference. Statistical Science 14 (1):29–46. doi:10.1214/ss/1009211805.
   Web of Science ®Google Scholar
• Guilford, J. P. 1954. Psychometric methods. New York: McGraw-Hill.
   Google Scholar
• Gulliksen, H. 1950. Theory of mental tests. London: Harold Gulliksen, Wiley.
   Google Scholar
• Guttman, L. 1950. The basis for Scalogram analysis. In Stouffer. Measurement & prediction, The American Soldier, vol. IV. New York: Wiley.
   Google Scholar
• Hâncean, M. G., and M. Perc. 2016. Homophily in coauthorship networks of East European sociologists. Scientific Reports 6 (1):1–12. doi:10.1038/srep36152.
   PubMedGoogle Scholar
• Hâncean, M. G., M. Perc, and J. Lerner. 2021. The coauthorship networks of the most productive European researchers. Scientometrics 126 (1):201–24. doi:10.1007/s11192-020-03746-5
   Web of Science ®Google Scholar
• Ising, E. 1925. Beitrag zur Theorie des Ferromagnetismus. Zeitschrift für Physik 31 (1):253–8. doi:10.1007/BF02980577
   Google Scholar
• Kroeze, R., D. C. van der Veen, M. N. Servaas, J. A. Bastiaansen, R. C. Oude Voshaar, D. Borsboom, H. G. Ruhe, R. A. Schoevers, and H. Riese. 2017. Personalized feedback on symptom dynamics of psychopathology: A proof-of-principle study. Journal for Person-Oriented Research 3 (1):1–10. doi:10.17505/jpor.2017.01.
   PubMedGoogle Scholar
• Loevinger, J. 1948. The technic of homogeneous tests compared with some aspects of scale analysis and factor analysis . Psychological Bulletin 45 (6):507–29. doi:10.1037/h0055827.
   PubMed Web of Science ®Google Scholar
• Lord, F. M. 1952. A theory of test scores. Psychometric Monograph (7)
   Google Scholar
• Lord, F. M. 1953. An application of confidence intervals and maximum likelihood to the estimation of an examineès ability. Psychometrika 18 (1):57–76. doi:10.1007/BF02289028.
   Web of Science ®Google Scholar
• Lord, F. M. 1974. Estimation of latent ability and item parameters when there are omitted responses. Psychometrika 39 (2):247–64. doi:10.1007/BF02291471.
   Web of Science ®Google Scholar
• Lord, F. M., and M. R. Novick. 1968. Statistical Theories of Mental Test Scores, Reading: Addison-Wesley.
   Google Scholar
• Mellenbergh, G. J. 1994. Generalized linear item response theory. Psychological Bulletin 115 (2):300–7. doi:10.1037/0033-2909.115.2.300.
   Web of Science ®Google Scholar
• Pearl, J. 1988. Probabilistic reasoning in intelligence systems. San Mateo, CA: Morgan Kaufmann.
   Google Scholar
• Pearl, J. 2000. Casuality: models, reasoning and intelligent systems. London, UK: Cambridge University Press.
   Google Scholar
• Perc, M. 2010. Growth and structure of Slovenia’s scientific collaboration network. Journal of Informetrics 4 (4):475–82. doi:10.1016/j.joi.2010.04.003
   Web of Science ®Google Scholar
• Rasch, G. 1960. Probabilistic model for some intelligence and achievement tests, Copenhagen: Danish Institute for Educational Research.
   Google Scholar
• Rhemtulla, M., E. I. Fried, S. H. Aggen, F. Tuerlinckx, K. S. Kendler, and D. Borsboom. 2016. Network analysis of substance abuse and dependence symptoms. Drug and Alcohol Dependence 161 (1):230–7. doi:10.1016/j.drugalcdep.2016.02.005.
   PubMedGoogle Scholar
• Vasilyeva, E., A. Kozlov, K. Alfaro-Bittner, D. Musatov, A. M. Raigorodskii, M. Perc, and S. Boccaletti. 2021. Multilayer representation of collaboration networks with higher-order interactions. Scientific Reports 11 (1):1–11. doi:10.1038/s41598-021-85133-5.
   PubMed Web of Science ®Google Scholar
• Wright, B. D. 1992. IRT in the 1990s: Which models work best? 3PL or Rasch? Rasch Measurement Transactions 6 (1):196–200.
   Google Scholar