Researchers 
 2019  Causal Inference Methods for selection on observed and unobserved factors: Propensity Score Matching, Heckit Models, and Instrumental Variable Estimation. Scott, Paul Wesley
Viewed 225 times since 4/23/2019.

 2019  Heteroskedasticity in Multiple Regression Analysis: What it is, How to Detect it and How to Solve it with Applications in R and SPSS Astivia, Oscar L. Olvera and Zumbo, Bruno D.
Viewed 1,774 times since 1/11/2019.

 2018  The Ensemble and Model Comparison Approaches for Big Data Analytics in Social Sciences. Yu, C H., Lee, H S., Lara, E., & Gan, S.
Viewed 577 times since 11/21/2018.

 2018  Overview of Data Mining`s Potential Benefits and Limitations in Education Research Iwatani, Emi
Viewed 938 times since 10/14/2018.

 2018  A Note on Using the Nonparametric Levene Test When Population Means Are Unequal. Shear, Benjamin R., Nordstokke, David W., & Zumbo, Bruno D.
Viewed 976 times since 9/17/2018.

 2018  Contrast Analysis: A Tutorial Antal Haans
Viewed 3,237 times since 5/29/2018.

 2018  How to Perform a Literature Review with Free and Open Source Software Joshua M. Pearce
Viewed 5,189 times since 5/24/2018.

 2018  An Application of the Partial Credit IRT Model in Identifying Benchmarks for Polytomous Rating Scale Instruments Enis Dogan
Viewed 1,349 times since 5/5/2018.

 2018  Exploring Differences in Measurement and Reporting of Classroom Observation InterRater Reliability Wilhelm, Anne Garrison, Gillespie Rouse, Amy, & Jones, Francesca
Viewed 2,039 times since 4/5/2018.

 2018  A Note on the Assumption of Identical Distributions for Nonparametric Tests of Location. Nordstokke, David W. & Colp, S. Mitchell
Viewed 888 times since 4/5/2018.

 2018  Using Instrumental Variable Estimation to Evaluate Randomized Experiments with Imperfect Compliance Francis L. Huang
Viewed 2,193 times since 2/24/2018.

 2018  Random Forest as a Predictive Analytics Alternative to Regression in Institutional Research Lingjun He, Richard A. Levine, Juanjuan Fan, Joshua Beemer, and Jeanne Stronach
Viewed 2,765 times since 1/13/2018.

 2017  An Evaluation of Normal Versus Lognormal Distribution in Data Description and Empirical Analysis. Diwakar, Rekha
Viewed 3,394 times since 12/21/2017.

 2017  Advocating the Broad Use of the Decision Tree Method in Education. Gomes, Cristiano M. A., and Almeida, Leandro S
Viewed 1,905 times since 11/6/2017.

 2017  Data Transformations for Inference with Linear Regression: Clarifications and Recommendations. Pek, J., Wong, O., & Wong, AC.
Viewed 3,458 times since 10/11/2017.

 2017  Estimating Operational Validity Under Incidental Range Restriction: Some Important but Neglected Issues. Brown, Reagan D., Oswald, Frederick L. & Converse, Patrick D.
Viewed 1,597 times since 8/6/2017.

 2017  The Use of Reddit as an Inexpensive Source for HighQuality Data. Jamnik, Matthew R., & Lane, David J.
Viewed 3,125 times since 5/30/2017.

 2017  Hierarchical Linear Modeling with Maximum Likelihood, Restricted Maximum Likelihood, and Fully Bayesian Estimation Boedeker, Peter
Viewed 4,172 times since 4/12/2017.

 2016  Partial Least Squares Structural Equation Modeling with R Ravand, Hamdollah, & Baghaei, Purya
Viewed 5,241 times since 9/16/2016.

 2016  Accuracy of range restriction correction with multiple imputation in small and moderate samples: A simulation study Pfaffel, Andreas, & Spiel, Christiane
Viewed 2,376 times since 9/13/2016.

 2016  Measurement Error and Equating Error in Power Analysis Phillips, Gary W., and Jiang, Tao
Viewed 3,226 times since 8/8/2016.

 2016  Regularization Methods for Fitting Linear Models with Small Sample Sizes: Fitting the Lasso Estimator using R. Finch, W. Holmes, & Finch, Maria E. Hernandez
Viewed 4,143 times since 5/8/2016.

 2016  A Comparison of Three Approaches to Correct for Direct and Indirect Range Restrictions: A Simulation Study. Pfaffel, Andreas, Schober, Barbara, & Spiel, Christiane.
Viewed 3,418 times since 3/24/2016.

 2016  Confidence Intervals for Effect Sizes: Applying Bootstrap Resampling. Banjanovic, Erin S., and Osborne, Jason W.
Viewed 7,885 times since 3/11/2016.

 2016  A Brief Guide to Decisions at Each Step of the Propensity Score Matching Process. Harris, Heather, & Horst, S. Jeanne
Viewed 5,202 times since 2/19/2016.

 2016  Tutorial on Using Regression Models with Count Outcomes using R Beaujean, A. Alexander & Grant, Morgan B.
Viewed 14,206 times since 2/2/2016.

 2016  Data visualization of itemtotal correlation by median smoothing Yu, Chong Ho, Douglas, Samantha, Lee, Anna, & An, Min
Viewed 3,703 times since 2/1/2016.

 2015  A Practical Guide for Using Propensity Score Weighting in R. Olmos, Antonio & Priyalatha Govindasamy
Viewed 18,793 times since 6/27/2015.

 2015  ChiSquare Test is Statistically Significant: Now What? Sharpe, Donald
Viewed 68,117 times since 4/6/2015.

 2015  What is your teacher rubric? Extracting teachers’ assessment constructs. Jeong, Heejeong
Viewed 6,672 times since 3/20/2015.

 2015  Linear Logistic Test Modeling with R Baghaei, Purya & Kubinger, Klaus D
Viewed 6,755 times since 1/1/2014.

 2014  A StepbyStep Guide to Propensity Score Matching in R Randolph, Justus J., Falbe, Kristina, Manuel, Austin Kureethara, & Balloun, Joseph L.
Viewed 43,492 times since 11/19/2014.

 2014  A Primer on Multivariate Analysis of Variance (MANOVA) for Behavioral Scientists. Warne, Russell
Viewed 24,415 times since 11/18/2014.

 2014  Modelling the preferences of students for alternative assignment designs using the Discrete Choice Experiment methodology. Kennelly, B., Flannery, D., Considine. J., Doherty. E., & Hynes, S.
Viewed 4,115 times since 11/13/2014.

 2014  A Comparison of Three Conditional Growth Percentile Methods: Student Growth Percentiles, Percentile Rank Residuals, and a Matching Method Wyse, Adam E. & Seo, Dong Gi
Viewed 4,793 times since 11/12/2014.

 2014  Analyzing Group Level Effects with Clustered Data Using Taylor Series Linearization. Huang, Francis L.
Viewed 4,656 times since 11/11/2014.

 2014  Sample Size Determination for Regression Models Using Monte Carlo Methods in R. Beaujean, A. Alexander
Viewed 21,351 times since 8/23/2014.

 2014  Impact of Sample Size and Variability on the Power and Type I Error Rates of Equivalence Tests: A Simulation Study. Rusticus, Shayna A. & Lovato, Chris Y.
Viewed 18,750 times since 8/16/2014.

 2014  A Simulation Study of Missing Data with Multiple Missing X’s Rubright, Jonathan D., Nandakumar, Ratna and Gluttin, Joseph J.
Viewed 6,826 times since 8/12/2014.

 2014  Estimating unbiased treatment effects in education using a regression discontinuity design. Smith, William C.
Viewed 6,980 times since 8/3/2014.

 2014  QuasiExperiments in Schools: The Case for Historical Cohort Control Groups. Walser, Tamara M.
Viewed 11,761 times since 6/23/2014.

 2014  Using metaregression to explore moderating effects in surveys of international achievement. Benton, Tom
Viewed 6,121 times since 5/19/2014.

 2014  Exploring the Limitations of Measures of Students` Socioeconomic Status (SES) Dickinson, Emily R. & Jill L. Adelson
Viewed 8,316 times since 5/15/2014.

 2013  Educational Research with RealWorld Data: Reducing Selection Bias with Propensity Score Analysis. Adelson, Jill L.
Viewed 5,838 times since 12/18/2013.

 2013  Comparing Propensity Score Methods in Balancing Covariates and Recovering Impact in Small Sample Educational Program Evaluations. Stone, Clement A. & Tang, Yun
Viewed 11,430 times since 11/5/2013.

 2013  Normality of residuals is a continuous variable, and does seem to influence the trustworthiness of confidence intervals : A response to, and appreciation of, Williams, Grajales, and Kurkiewicz (2013) Osborne, Jason W.
Viewed 6,109 times since 9/6/2013.

 2013  Assumptions of Multiple Regression: Correcting Two Misconceptions. Williams, Matt N., Grajales, Carlos Alberto Gómez, & Kurkiewicz, Dason
Viewed 34,129 times since 9/6/2013.

 2013  Using the Student's ttest with extremely small sample sizes de Winter, J.C.F.
Viewed 115,947 times since 8/6/2013.

 2013  Determining the Number of Factors to Retain in EFA: Using the SPSS RMenu v2.0 to Make More Judicious Estimations Courtney, Matthew Gordon Ray
Viewed 26,048 times since 4/30/2013.

 2013  Forest plots in Excel: Moving beyond a clump of trees to a forest of visual information. Derzon, James H. & Alford, Aaron A.
Viewed 33,267 times since 4/29/2013.

 2013  Practical Considerations for Using Exploratory Factor Analysis in Educational Research. Beavers, Amy S., Lounsbury, John W., Richards, Jennifer K., Huck, Schuyler W., Skolits, Gary J. & Esquivel, Shelley L.
Viewed 27,257 times since 3/5/2013.

 2013  Factor Analysis using R. Beaujean, A. Alexander
Viewed 34,209 times since 2/25/2013.

 2013  Studies of the Effect of Formative Assessment on Student Achievement: So Much More is Needed. McMillan, James H., Venable, Jessica C., & Varier, Divya
Viewed 14,952 times since 2/19/2013.

 2013  Unitweighted scales imply models that should be tested! Beauducel, André & Leue, Anja
Viewed 5,755 times since 2/18/2013.

 2012  Logits and tigers and bears, oh my! A brief look at the simple math of logistic regression and how it can improve dissemination of results. Osborne, Jason W.
Viewed 7,589 times since 6/6/2012.

 2012  Interpreting Multiple Linear Regression: A Guidebook of Variable Importance Nathans, Laura L., Oswald, Frederick L., & Nimon, Kim
Viewed 100,861 times since 4/29/2012.

 2012  A Demonstration of a Systematic ItemReduction Approach Using Structural Equation Modeling. Larwin, Karen & Harvey, Milton
Viewed 9,971 times since 4/23/2012.

 2011  Exploring Item Order in AnxietyRelated Constructs: Practical Impacts of Serial Position. Carleton, R. Nicholas, Thibodeau, Michel A., Osborne, Jason W. & Asmundson, Gordon J. G.
Viewed 6,628 times since 4/21/2012.

 2012  Terminating Sequential Delphi Survey Data Collection Kalaian, Sema & Rafa M. Kasim
Viewed 9,363 times since 1/23/2012.

 2012  Estimating ordinal reliability for Likerttype and ordinal item response data: A conceptual, empirical, and practical guide Gadermann, Anne M., Guhn, Martin & Bruno D. Zumbo
Viewed 31,905 times since 1/17/2012.

 2011  Reporting and Discussing Effect Size: Still the Road Less Traveled? McMillan, James H. & Jennifer Foley
Viewed 16,714 times since 10/18/2011.

 2011  Best Practices in Using Large, Complex Samples: The Importance of Using Appropriate Weights and Design Effect Compensation Osborne, Jason
Viewed 5,274 times since 9/19/2011.

 2011  Cohen's d vs. Alternative Standardized Mean Group Difference Measures Cahan, Sorel & Eyal Gamliel
Viewed 12,981 times since 6/28/2011.

 2011  Applying Tests of Equivalence for Multiple Group Comparisons: Demonstration of the Confidence Interval Approach. Rusticus, Shayna A. & Chris Y. Lovato
Viewed 12,083 times since 4/25/2011.

 2011  The operating characteristics of the nonparametric Levene test for equal variances with assessment and evaluation data. Nordstokke, David W., Zumbo, Bruno D., Cairns, Sharon L., Saklofske, Donald H.
Viewed 14,664 times since 2/26/2011.

 2010  YuleSimpson's Paradox in Research Goltz, Heather Honoré & Matthew Lee Smith
Viewed 10,633 times since 10/18/2010.

 2010  Improving your data transformations: Applying the BoxCox transformation Osborne, Jason
Viewed 56,393 times since 10/6/2010.

 2012  FivePoint Likert Items: t test versus MannWhitneyWilcoxon (Addendum added October 2012) de Winter, J. C. F. & D. Dodou
Viewed 57,040 times since 10/6/2010.

 2010  Analyzing the longitudinal K12 grading histories of entire cohorts of students: Grades, data driven decision making, dropping out and hierarchical cluster analysis. Bowers, Alex J.
Viewed 7,687 times since 5/12/2010.

 2009  Understanding and Using Factor Scores: Considerations for the Applied Researcher DiStefano, Christine, Zhu, Min & Mîndrilã, Diana
Viewed 108,880 times since 10/26/2009.

 2009  What is authorship, and what should it be? A survey of prominent guidelines for determining authorship in scientific publications. Osborne, Jason W., and Holland, Abigail
Viewed 15,779 times since 7/20/2009.

 2009  Examining Design and InterRater Reliability of a Rubric Measuring Research Quality across Multiple Disciplines Bresciani, Marilee J., Oakleaf, Megan, Kolkhorst, Fred, Nebeker, Camille, Barlow, Jessica, Duncan, Kristin, and Hickmott, Jessica
Viewed 14,877 times since 5/29/2009.

 2009  Combining Dual Scaling with SemiStructured Interviews to Interpret Rating Differences Childs, Ruth A., Ram, Anita & Xu, Yunmei
Viewed 9,125 times since 5/26/2009.

 2009  Using Power Tables to Compute Statistical Power in Multilevel Experimental Designs Konstantopoulos, Spyros
Viewed 17,630 times since 5/20/2009.

 2009  From Gain Score t to ANCOVA F (and vice versa) Knapp, Thomas R. and Schafer, William D.
Viewed 29,353 times since 3/20/2009.

 2009  Using recursive regression to explore nonlinear relationships and interactions: A tutorial applied to a multicultural education study Strang, Kenneth David
Viewed 17,391 times since 3/16/2009.

 2009  Evaluating the collaborative strategic reading intervention: An overview of randomized controlled trial options. Hitchcock, J.H., Kurki, A., Wilkins, C., Dimino, J., and Gersten, R.
Viewed 15,331 times since 1/28/2009.

 2008  Revisiting the Collinear Data Problem: An Assessment of Estimator 'IllConditioning' in Linear Regression Callaghan, Karen J. and Chen, Jie
Viewed 16,510 times since 6/18/2008.

 2008  Conducting External Profile Analysis with Multiple Regression Culpepper, Steven Andrew
Viewed 15,403 times since 1/9/2008.

 2007  A data visualization and data mining approach to response and nonresponse analysis in survey research Yu,Chong Ho, JannaschPennell, Angel, DiGangi,Samuel, Kim,Chang & Andrews, Sandra
Viewed 16,795 times since 12/20/2007.

 2007  Randomized Field Trials and Internal Validity: Not So Fast My Friend. McMillan, James H.
Viewed 19,069 times since 12/3/2007.

 2007  Determining the Number of Factors to Retain in EFA: An easytouse computer program for carrying out Parallel Analysis Ledesma, Rubén Daniel and Pedro ValeroMora
Viewed 34,235 times since 2/1/2007.

 2006  Using Regression Mixture Analysis in Educational Research Ding, Cody S.
Viewed 39,633 times since 11/28/2006.

 2006  Consider Propensity Scores to Compare Treatments Rudner, Lawrence M. & Johnette Peyton
Viewed 17,709 times since 11/17/2006.

 2006  Bringing balance and technical accuracy to reporting odds ratios and the results of logistic regression analyses Osborne, Jason W.
Viewed 36,575 times since 10/18/2006.

 2005  Does It Matter If NonPowerful Significance Tests Are Used in Dissertation Research? Deng, Heping
Viewed 19,372 times since 9/20/2005.

 2005  A Review of Greene (2002) High School Graduation Rates in the United States Phelps, Richard P.
Viewed 15,415 times since 9/20/2005.

 2005  Using the Binomial Effect Size Display (BESD) to Present the Magnitude of Effect Sizes to the Evaluation Audience Randolph, Justus J. & R. Shawn Edmondson
Viewed 32,737 times since 9/2/2005.

 2005  Formatting a Paperbased Survey Questionnaire: Best Practices Fanning, Elizabeth
Viewed 186,536 times since 8/26/2005.

 2005  Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis. Costello, Anna B. & Jason Osborne
Viewed 73,330 times since 7/15/2005.

 2004  Course Selection Decisions by Students on Campuses With and Without Published Teaching Evaluations Wilhelm, Wendy Bryce & Charles Comegys
Viewed 47,235 times since 8/24/2004.

 2004  Sample size and subject to item ratio in principal components analysis. Osborne, Jason W. & Anna B. Costello
Viewed 112,792 times since 6/7/2004.

 2004  The Influence of ComputerPrint on Rater Scores Russell, Michael and Wei Tao
Viewed 24,624 times since 5/11/2004.

 2004  The power of outliers (and why researchers should ALWAYS check for them) Osborne, Jason W. & Amy Overbay
Viewed 313,477 times since 3/2/2004.

 2004  A Comparison of Consensus, Consistency, and Measurement Approaches to Estimating Interrater Reliability Stemler, Steven E.
Viewed 119,398 times since 3/1/2004.

 2004  The Contributions of Reliability and Pretests to Effective Assessment Bacon, Donald
Viewed 35,739 times since 2/26/2004.

 2003  Estimating Policy and Program Effects with Observational Data: The “DifferencesinDifferences” Estimator Buckley, Jack & Yi Shang
Viewed 48,249 times since 11/11/2003.

 2003  Patterns of Response and Nonresponse from Teachers to Traditional and Web Surveys Mertler, Craig A.
Viewed 33,502 times since 10/7/2003.

 2003  Resampling methods: Concepts, Applications, and Justification Yu, Chong Ho
Viewed 123,824 times since 9/29/2003.

 2003  Reducing Error in Mail Surveys Cui, Wei Wei
Viewed 64,920 times since 9/2/2003.

 2003  Evaluating spatial and temporaloriented multidimensional visualization techniques Yu, Chong Ho and Shawn Stockford
Viewed 31,007 times since 7/23/2003.

 2003  Metaanalysis methods for synthesizing treatment effects in multisite studies: hierarchical linear modeling (HLM) perspective Kalaian, Sema A.
Viewed 58,433 times since 6/23/2003.

 2003  Alternative Approaches to Assessing Student Engagement Rates Chapman, Elaine
Viewed 123,191 times since 5/27/2003.

 2003  Exploratory Longitudinal Profile Analysis via Multidimensional Scaling Ding, Cody
Viewed 22,338 times since 5/27/2003.

 2003  Effect Sizes and the Disattenuation of Correlation and Regression Coefficients: Lessons from Educational Psychology. Osborne, Jason W.
Viewed 48,627 times since 5/27/2003.

 2002  Notes on the use of data transformations. Osborne, Jason
Viewed 241,381 times since 5/30/2002.

 2002  Male and female differences in selfreport cheating Athanasou, James A. and Olabisi Olasehinde
Viewed 65,400 times since 5/18/2002.

 2002  Analyzing online discussions: ethics, data, and interpretation Brem, Sarah
Viewed 33,908 times since 5/15/2002.

 2002  Four assumptions of multiple regression that researchers should always test. Osborne, Jason and Elaine Waters
Viewed 620,150 times since 1/7/2002.

 2002  Using electronic surveys: advice from survey professionals Shannon, David M., Johnson,Todd E., Searcy, Shelby & Alan Lott
Viewed 73,169 times since 1/2/2002.

 2001  Effects of Removing the Time Limit on First and Second Language Intelligence Test Performance Mullane, Jennifer & Stuart J. McKelvie
Viewed 39,821 times since 11/6/2001.

 2001  The stability of undergraduate students' cognitive test anxiety levels Cassady, Jerrell C.
Viewed 63,122 times since 8/23/2001.

 2001  Conducting webbased surveys Solomon, David J.
Viewed 83,455 times since 8/23/2001.

 2001  An overview of content analysis Stemler, Steve
Viewed 556,663 times since 6/7/2001.

 2001  SelfReported GPA and SAT: A Methodological Note. Cassady, Jerrell C.
Viewed 36,839 times since 1/24/2001.

 2000  Using critical thinking to conduct effective searches of online resources Brem, Sarah K. & Andrea J. Boyes
Viewed 55,075 times since 8/28/2000.

 2000  Using Expected Growth Size Estimates to Summarize Test Score Changes. Russell, Michael
Viewed 33,635 times since 5/26/2000.

 2000  Summarizing Change in Test Scores: Shortcomings of Three Common Methods. Russell, Michael
Viewed 57,014 times since 5/26/2000.

 2000  Prediction in Multiple Regression. Osborne, Jason W.
Viewed 134,424 times since 3/10/2000.

 2000  Advantages of Hierarchical Linear Modeling. Osborne, Jason W.
Viewed 122,429 times since 1/10/2000.

 1999  How to Write a Scholarly Research Report Rudner, Lawrence M. & William D. Schafer
Viewed 374,152 times since 11/13/1999.

 1998  Communicating Educational Research Data to General, Nonresearcher Audiences. MacColl, Gail S. & White, Kathleen D.
Viewed 130,779 times since 11/13/1999.

 1997  True and QuasiExperimental Designs. Gribbons, Barry & Herman, Joan
Viewed 289,939 times since 11/13/1999.

 1997  Designing Structured Interviews for Educational Research. 
Viewed 132,663 times since 11/13/1999.

 1996  Pitfalls of Data Analysis. Helberg, Clay
Viewed 47,677 times since 11/13/1999.

 1996  Kerlinger's Research Myths. Daniel, Larry G.
Viewed 72,299 times since 11/13/1999.

 1996  Hints for Designing Effective Questionnaires. Frary, Robert B.
Viewed 158,350 times since 11/13/1999.

 1996  Authorship Ethics. Syrett, Kristen L. & Rudner, Lawrence M.
Viewed 41,638 times since 11/13/1999.

 1994  The Concept of Statistical Significance Testing. Thompson, Bruce
Viewed 153,205 times since 11/13/1999.
