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Most cited papers from Educational Testing Service

What are the most cited papers from Educational Testing Service?

The most cited paper from Educational Testing Service is "Maximum Likelihood from Incomplete Data Via the EM Algorithm" (A. P. Dempster, N. M. Laird, Donald B. Rubin, 1977), with 50,034 citations. Next come "Inference and missing data" (9,875) and "Estimating causal effects of treatments in randomized and nonrandomized studies." (9,635).

Showing 50 of 55 papers. Every paper with more than 479 citations is listed.

Most cited papers, sortable by citations and release date
#Paper
1 Maximum Likelihood from Incomplete Data Via the EM Algorithm A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) Sep 1977 50,034
2 Inference and missing data Donald B. Rubin · Biometrika 1976 9,875
3 Estimating causal effects of treatments in randomized and nonrandomized studies. Donald B. Rubin · Journal of Educational Psychology Open access Oct 1974 9,635
4 The standards for educational and psychological testing. Daniel R. Eignor · American Psychological Association eBooks Book chapter 2013 7,079
5 Statistics and Causal Inference Paul W. Holland · Journal of the American Statistical Association Dec 1986 5,156
6 Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score Paul R. Rosenbaum, Donald B. Rubin · The American Statistician Feb 1985 4,849
7 The three-factor eating questionnaire to measure dietary restraint, disinhibition and hunger Albert J. Stunkard, Samuel Messick · Journal of Psychosomatic Research 1985 4,737
8 Validity of psychological assessment: Validation of inferences from persons' responses and performances as scientific inquiry into score meaning. Samuel Messick · American Psychologist Sep 1995 4,122
9 Reducing Bias in Observational Studies Using Subclassification on the Propensity Score Paul R. Rosenbaum, Donald B. Rubin · Journal of the American Statistical Association Open access Sep 1984 3,244
10 Stochastic blockmodels: First steps Paul W. Holland, Kathryn Blackmond Laskey, Samuel Leinhardt · Social Networks Jun 1983 2,908
11 A General Approach to Confirmatory Maximum Likelihood Factor Analysis Karl G. Jöreskog · Psychometrika Jun 1969 2,516
12 Human Abilities: Emotional Intelligence John D. Mayer, Richard D. Roberts, Sigal G. Barsade · Annual Review of Psychology Review 15 Oct 2007 2,155
13 Robust regression using iteratively reweighted least-squares Paul W. Holland, Roy E. Welsch · Communication in Statistics- Theory and Methods 1977 2,148
14 Simultaneous Factor Analysis in Several Populations Karl G. Jöreskog · Psychometrika Dec 1971 2,076
15 Validating the Interpretations and Uses of Test Scores Michael T. Kane · Journal of Educational Measurement Mar 2013 2,059
16 Field-Dependent and Field-Independent Cognitive Styles and Their Educational Implications Herman A. Witkin, Carol Ann Moore, DR Goodenough et al. · Review of Educational Research Open access Mar 1977 2,052
17 Economic Deprivation and Early Childhood Development Gregory Duncan, Jeanne Brooks‐Gunn, Pamela Kato Klebanov · Child Development Apr 1994 1,894
18 Discrete Multivariate Analysis: Theory and Practice. Robin L. Plackett, Yvonne M. M. Bishop, Stephen E. Fienberg et al. · Journal of the Royal Statistical Society Series A (General) Open access 1976 1,755
19 A Generalized Partial Credit Model: Application of an EM Algorithm Eiji Muraki · Applied Psychological Measurement Open access Jun 1992 1,556
20 Statistical Analysis of Sets of Congeneric Tests Karl G. Jöreskog · Psychometrika Jun 1971 1,457
21 Formative assessment: a critical review Randy Elliot Bennett · Assessment in Education Principles Policy and Practice 25 Jan 2011 1,447
22 The Interplay of Evidence and Consequences in the Validation of Performance Assessments Samuel Messick · Educational Researcher Mar 1994 1,313
23 An Exponential Family of Probability Distributions for Directed Graphs Paul W. Holland, Samuel Leinhardt · Journal of the American Statistical Association Mar 1981 1,183
24 Assignment to Treatment Group on the Basis of a Covariate Donald B. Rubin · Journal of Educational Statistics Mar 1977 1,175
25 A general method for analysis of covariance structures Karl G. Jöreskog · Biometrika 1970 1,133
26 A GENERAL METHOD FOR ESTIMATING A LINEAR STRUCTURAL EQUATION SYSTEM* Karl G. Jöreskog · ETS Research Bulletin Series Dec 1970 1,105
27 The Fitting of Power Series, Meaning Polynomials, Illustrated on Band-Spectroscopic Data Albert E. Beaton, John W. Tukey · Technometrics May 1974 962
28 Meaning and Values in Test Validation: The Science and Ethics of Assessment Samuel Messick · Educational Researcher Mar 1989 947
29 Some Contributions to Maximum Likelihood Factor Analysis Karl G. Jöreskog · Psychometrika Dec 1967 880
30 Test validity and the ethics of assessment. Samuel Messick · American Psychologist Nov 1980 868
31 The Consquences of Adjustment for a Concomitant Variable That Has Been Affected by the Treatment Paul R. Rosenbaum · Journal of the Royal Statistical Society Series A (General) 1984 818
32 Attitudes toward old people: The development of a scale and an examination of correlates. Nathan Kogan · Journal of Abnormal & Social Psychology 1961 800
33 Focus Article: On the Structure of Educational Assessments Robert J. Mislevy, Linda S. Steinberg, Russell G. Almond · Measurement Interdisciplinary Research and Perspectives 2003 800
34 Developing a Common Metric in Item Response Theory Martha L. Stocking, Frederic M. Lord · Applied Psychological Measurement Open access Apr 1983 744
35 Using Multivariate Matched Sampling and Regression Adjustment to Control Bias in Observational Studies Donald B. Rubin · Journal of the American Statistical Association Jun 1979 712
36 Who Drops Out of High School and Why? Findings from a National Study Ruth B. Ekstrom, Margaret E. Goertz, Judith M. Pollack et al. · Teachers College Record The Voice of Scholarship in Education 1986 705
37 Standards of Validity and the Validity of Standards in Performance Asessment Samuel Messick · Educational Measurement Issues and Practice Dec 1995 700
38 A Goodness of Fit Test for the Rasch Model Erling Bernhard Andersen · Psychometrika Mar 1973 678
39 TEST BIAS: PREDICTION OF GRADES OF NEGRO AND WHITE STUDENTS IN INTEGRATED COLLEGES T. Anne Cleary · Journal of Educational Measurement Jun 1968 662
40 Teachers developing assessment for learning: impact on student achievement Dylan Wiliam, Clare Lee, Christine A. Harrison et al. · Assessment in Education Principles Policy and Practice Open access Mar 2004 661
41 Item Clusters and Computerized Adaptive Testing: A Case for Testlets Howard Wainer, Gerard L. Kiely · Journal of Educational Measurement Sep 1987 635
42 The nature of cognitive styles: Problems and promise in educational practice Samuel Messick · Educational Psychologist Mar 1984 631
43 A paradox in the interpretation of group comparisons. Frederic M. Lord · Psychological Bulletin 1967 622
44 EM Algorithms for ML Factor Analysis Donald B. Rubin, Dorothy T. Thayer · Psychometrika Mar 1982 605
45 Field dependence and interpersonal behavior. Herman A. Witkin, Donald R. Goodenough · Psychological Bulletin 1977 556
46 Do parent-child relationships change during puberty? Roberta L. Paikoff, Jeanne Brooks‐Gunn · Psychological Bulletin 1991 544
47 The axioms and principal results of classical test theory Melvin R. Novick · Journal of Mathematical Psychology Feb 1966 522
48 The real test bias: Influences of testing on teaching and learning. Norman Frederiksen · American Psychologist Mar 1984 522
49 AUTOMATED ESSAY SCORING WITH E‐RATER® V.2.0 Yigal Attali, Jill C. Burstein · ETS Research Report Series Open access Dec 2004 521
50 Psychological Differentiation in Cross-Cultural Perspective Herman A. Witkin, John W. Berry · Journal of Cross-Cultural Psychology Mar 1975 518

Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for an institution when any of its authors gave it as an affiliation; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.