IMPS 2020 • Virtual • July 14-17 Conference Program TUESDAY ∙ JULY 14 STAGE 1 8:45 a.m.-9:00 a.m. US Eastern Time Welcome and Opening Remarks Chair: Daniel Bolt STAGE 1 9:00 a.m.-9:55 a.m. Keynote Speaker: Michel Wedel US Eastern Time Psychometric Analysis of Eye Movements During Search and Choice Chair: Irini Moustaki STAGE 1 STAGE 2 STAGE 3 STAGE 4 1.1: Process Data: Core Concepts and Practical 1.2: Bayesian Inference 1.3: Differential Item Functioning 1.4: Advances in Cognitive Diagnostic Modeling Applications (Symposium) Chair: Silia Vitoratou Chair: Jing Lu Chair: Matthew Madison Chair: Markus Broer Markus Broer David Kaplan David Chen Siqi He PROCESS DATA: CORE CONCEPTS AND BAYESIAN PROBABILISTIC FORECASTING WITH INVESTIGATING ITEM PARAMETER DRIFT ON IDENTIFICATION AND ESTIMATION OF PRACTICAL APPLICATIONS STATE NAEP DATA DIFFERENT IRT LINKING METHODS DIAGNOSTIC MODELS FOR ORDINAL RESPONSES WITH POLYTOMOUS ATTRIBUTES Sinan Yavuz Tiago Calico Dongmei Li SO YOU THINK YOU CAN PROCESS: COMPARISON OF MODEL AVERAGING AND POPULATION INVARIANCE OF EQUATING FOR James Balamuta ONTOLOGICAL AND METHODOLOGICAL MODEL SELECTION METHODS 10:00 a.m.-10:35 a.m. SUBGROUPS DIFFERING IN ACHIEVEMENT AN EXPLORATORY GENERAL DIAGNOSTIC BARRIERS TO INCORPORATING EVENT DATA IN US Eastern Time LEVEL MODEL USING THE LOGIT LINK FUNCTION PSYCHOMETRIC MODELS Maximilian Maier BAYESIAN BENEFITS FOR META-ANALYSIS IN Fusun Sahin THE PRESENCE OF PUBLICATION BIAS Weimeng Wang Jiaying Xiao TO PENALIZE OR NOT TO PENALIZE NOT- AN ANCHOR-FREE TEST OF DIFFERENTIAL ITEM A COGNITIVE DIAGNOSTIC MODEL FOR REACHED ITEMS: EFFECTS ON ITEM AND Yanling Li FUNCTIONING HIERARCHICAL ATTRIBUTES AND LEARNING ABILITY ESTIMATIONS FORECASTING ALCOHOL USE WITH MISSING TRAJECTORIES DATA: A BAYESIAN APPROACH Xiaying Zheng Xiaying Zheng A CAUTIONARY NOTE ON USING THE MANTEL- Yinghan Chen USING RESPONSE TIME MODELING TO Jia Quan HAENSZEL METHOD TO DETECT DIFFERENTIAL ESTIMATION OF K AND Q MATRIX IN DETECT SPEEDED EXAMINEES WITH MISSING THE IMPACT OF SAMPLE SIZE ON ITEM FUNCTIONING OF 3PL ITEMS RESTRICTED LATENT CLASS MODELS RESPONSES EXCHANGEABILITY IN BAYESIAN SYNTHESIS STAGE 1 STAGE 2 STAGE 3 STAGE 4 2.1: Aberrant Response Behavior 2.2: Multilevel Analysis 2.3: Novel Constructs and Formats 2.4: Causal Inference Chair: Jorge Tendeiro Chair: Holger Brandt Chair: Peter Halpin Chair: Jee-Seon Kim Xiaoou Li Hsiu-Ting Yu Anne Thissen-Roe Youmi Suk COMPOUND SEQUENTIAL DETECTION OF EFFECT SIZE MEASURES FOR MULTILEVEL ESTIMATING APPROXIMATE NUMBER SENSE EVALUATING THE EFFECTS OF EXTENDED COMPROMISED ITEMS MODELS: CONCEPTUAL AND COMPUTATION (ANS) ACUITY TIME ACCOMMODATIONS IN OBSERVATIONAL ISSUES STUDIES Hotaka Maeda Lewis Baker MODELING UNIQUE ITEM RESPONSE Hok Chio Lai DIFFERENCES IN SYMBOLIC AND NON- Soojin Park PATTERNS OF SUSPECTED ABERRANT MULTILEVEL BOOTSTRAP CONFIDENCE SYMBOLIC MEASURES OF APPROXIMATE ESTIMATION AND SENSITIVITY ANALYSIS EXAMINEES INTERVALS FOR STANDARDIZED EFFECT SIZE NUMBER SENSE FOR CAUSAL DECOMPOSITION ANALYSIS IN 10:40 a.m.-11:15 a.m. DISPARITY RESEARCH Diego Carrasco Hojjatolla Farahani US Eastern Time Hongyue Zhu STUDENTS RATING THE LEVELS OF AFTER THEMATIC ANALYSIS: INTRODUCING BAYESIAN CHANGE POINT ANALYSIS FOR Satoshi Usami DISCUSSION IN THE CLASSROOM AND THE FUZZY THEMATIC NETWORK ANALYSIS IN DETECTING ABERRANT RESPONSE BEHAVIORS PSYCHOLOGICAL RESEARCH A POTENTIAL OUTCOME APPROACH TO SHOWING LACK OF CONSENSUS WITHIN-PERSON CAUSAL EFFECTS OF E. Manolo Romero Escobar Kaiwen Man Sacha Epskamp TIME-VARYING CONTINUOUS TREATMENTS: RANK-ORDER RESPONSE ITEM SCORING IN ASSESSING PRE-KNOWLEDGE CHEATING INTRODUCING PSYCHONETRICS, AN R AN EMPHASIS ON CONTROLLING PERSON’S AN ABILITY-BASED BATTERY OF EMOTIONAL VIA INNOVATIVE TECHNOLOGY-ENHANCED PACKAGE FOR STRUCTURAL EQUATION STABLE TRAIT FACTORS INTELLIGENCE MEASURES MODELLING Keith Markus Jing Chen NON-CAUSAL DETERMINATION: IMPLICATIONS Daniella Rebouças Jorge Bazan PSYCHOMETRIC MODELS FOR NEXT FOR CAUSAL EXPLANATION AND CAUSAL RESPONSE TIMES AND CLICK-THROUGH DATA RESIDUAL ANALYSIS IN SINGLE LEVEL AND GENERATION SCIENCE STANDARDS ALIGNED MODELING FOR DETECTION OF CARELESS RESPONSES MULTILEVEL RASCH COUNTS MODELS SCIENCE ASSESSMENTS TUESDAY ∙ JULY 14 STAGE 1 STAGE 2 STAGE 3 STAGE 4 3.1: Regression Modeling and Prediction 3.2: Reliability 3.3: Testlets and Hierarchical Factor Structure 3.4: Response Times and Diagnostic Modeling Chair: Kenneth Wilcox Chair: Jorge González Chair: Ken Fujimoto Chair: Xiaoou Li Eduardo Alarcón-Bustamante Debby ten Hove Chen Tian Xin Qiao NEW INSIGHTS ON MARGINAL EFFECTS SELECTING THE APPROPRIATE ICC TO ROTATION CRITERION THAT ENCOURAGES A NONLINEAR LATENT EFFECTS IN COGNITIVE ESTIMATE INTERRATER RELIABILITY HIERARCHICAL FACTOR STRUCTURE DIAGNOSTIC MODELING INCORPORATING Jorge Tendeiro RESPONSE TIMES ROBUSTNESS OF BAYESIAN NULL HYPOTHESIS Pedro Henrique Ribeiro Santiago Xin Xu A NEW APPROACH FOR BAYESIAN OMEGA Ummugul Bezirhan 11:20 a.m.-11:55 a.m. TESTING UNDER OPTIONAL STOPPING LATENT VARIABLE SELECTION FOR TESTLET‐ JOINT CONDITIONAL COGNITIVE DIAGNOSTIC US Eastern Time ESTIMATION BASED TESTS MODEL FOR RESPONSE TIME AND ACCURACY Sierra Bainter Nadja Bodner Yi Yang SSVS FOR PSYCH: AN ONLINE TOOL FOR Evan Olson A COMPARISON OF INTERRATER AGREEMENT MODELING NONIGNORABLE MISSING DATA PERFORMING STOCHASTIC SEARCH VARIABLE A MULTILEVEL TESTLET MODEL FOR MEASURES FOR BINARY TIME SERIES DUE TO TIME LIMITS USING RESPONSE TIMES SELECTION RESPONSES AND RESPONSE TIMES IN DIAGNOSTIC CLASSIFICATION MODELS Zhenqiu Lu Joshua Chiroma Gandi A STRUCTURAL EQUATION MODELING Nana Kim Hong Jiao PARSIMONY-PARAMETER MODEL FOR APPROACH TO MULTILEVEL RELIABILITY APPLICATION OF NONCOMPENSATORY MIRT JOINT MODELING OF RESPONSES, RESPONSE EVIDENTIAL ACCURACY AND PRECISION ANALYSIS TO PASSAGE-BASED TESTS TIME, AND ANSWER CHANGE BEHAVIORS FOR COGNITIVE DIAGNOSIS STAGE 1 STAGE 2 12:00 p.m.-12:55 p.m. Invited Talk: Zhiyong Johnny Zhang Inivited Talk: Anna-Lena Schubert US Eastern Time Psychometric Models for Social Network Data Analysis Neurocognitive Psychometric Approaches to the Measurement of Individual Chair: Sophia Rabe-Hesketh Differences in Cognitive Processes Chair: Matthias von Davier WEDNESDAY ∙ JULY 15 STAGE 1 STAGE 2 9:00 a.m.-9:25 a.m. Spotlight Talk: Amanda Luby Spotlight Talk: Holger Brandt US Eastern Time Psychometrics for Forensic Decision-Making Detecting Mediator Variables when Important Confounders are Omitted Chair: David Kaplan Chair: Eric Loken STAGE 1 STAGE 2 STAGE 3 Spotlight Talk: Susu Zhang Spotlight Talk: JoonHo Lee 9:30 a.m.-9:55 a.m. Uncovering Cross-Situational Consistency with Bayesian Deconvolution for Measuring Treatment Spotlight Talk: Kenneth Wilcox US Eastern Time Canonical Correlation Analysis of Process Data Effect Heterogenieity in Multisite Trials Combining Topic Modeling and Regression: Supervised Topic Modeling with Covariates Chair: Qiwei He Chair: Marie Wiberg Chair: Matt Johnson STAGE 1 STAGE 2 STAGE 3 STAGE 4 4.1: Poster Session 1 4.2: Poster Session 2 4.3: Poster Session 3 4.4: Poster Session 4 Chair: Oscar Gonzalez Chair: Ya-Hui Su Chair: Nadja Bodner Chair: Anne Thissen-Roe Yu Liu Qi (Helen) Huang John Denbleyker Onur Demirkaya MODEL FIT IN ORDINAL SEM WITH THE POTENTIAL FOR INTERPRETATIONAL REVIVING LORD-MCNEMAR’S TRUE GAIN DETECTING ITEM PREKNOWLEDGE WITH MISSINGNESS: D2 VS MI2S CONFOUNDING IN DISCRETE SKILLS MODELS SCORE IN THE MODERN WORLD SPEED, ACCURACY AND REVISITS 10:00 a.m.-10:35 a.m. US Eastern Time Allison Cooperman Gamze Kartal Kazuki Hori Jiawei Xiong A COMPREHENSIVE REVIEW OF HEYWOOD EXPLORING A NEW CTT METHOD FOR LATENT CURVE MODEL APPROACH TO THE AN EMPIRICAL STUDY OF DEVELOPING CASES IN EXPLORATORY FACTOR ANALYSIS CLASSROOM CDM TREND IN TIME-VARYING PREDICTOR AUTOMATED SCORING ENGINE USING SUPERVISED LATENT DIRICHLET ALLOCATION Yoshito Tan Kahyun Lee Ting Sun BAYESIAN PENALIZATION FOR VARIABLE VALIDITY OF THE SINGLE-ITEM MEASUREMENT Merve Sarac VALIDATING A WRITING SELF-EFFICACY SELECTION IN EXPLANATORY COGNITIVE OF STATE EMOTION AND STATE SELF-ESTEEM A SCORE DIFFERENCING METHOD FOR ITEM MEASURE USING CFA AND IRT ANALYSES DIAGNOSTIC MODELS IN THE EXPERIENCE SAMPLING METHOD PREKNOWLEDGE DETECTION IN REAL-TIME WEDNESDAY ∙ JULY 15 STAGE 1 STAGE 2 STAGE 3 STAGE 4 4.1: Poster Session 1 4.2: Poster Session 2 4.3: Poster Session 3 4.4: Poster Session 4 Continued Continued Continued Continued Kentaro Hayashi Athul Sudheesh Stefany Mena Shuangshuang Xu ON THE RELATIONSHIP BETWEEN FACTORS EXPLORING TEMPORAL FUNCTIONAL TESTING CHANGES IN MULTILEVEL UTILIZING ITEM RESPONSE TIME IN ITEM AND PRINCIPAL COMPONENTS VIA DEPENDENCIES BETWEEN LATENT SKILLS IN MODELS WITH NON-NORMAL DATA USING SELECTION IN VARIABLE-LENGTH CAT COEFFICIENT ALPHA IN HIGH-DIMENSIONS SUMMATIVE ASSESSMENTS PERMUTATION Chris Strauss EVALUATING THE USE OF FACTOR SCORES IN Mingying Zheng Hanna Kim Xiaoguang Yang LATENT MEDIATION MODELS COMPUTERIZED ADAPTIVE TESTING ITEM CHALLENGES AND STRATEGIES FOR A SHADOW TEST APPROACH FOR CONSTRAINED CAT WITH EQUAL 10:00 a.m.-10:35 a.m. Selim Havan SELECTION FOR BAYESIAN DIAGNOSTIC INVESTIGATING INTERDEPENDENCE WITH US Eastern Time CLASSIFICATION MODELS DYADIC DATA MEASUREMENT PRECISION MODEL SIZE EFFECT ON SEM MODEL FIT Continued INDICES WITH NON-NORMAL DATA Ellen Fitzsimmons Jake Cho Amanda Ferster Sooyong Lee MARGINAL AND CONDITIONAL POSTERIOR A STATISTICAL PROCEDURE FOR EVALUATION OF AN EDUCATOR PROFESSIONAL ITEM SELECTION AND TRAIT ESTIMATION PREDICTIVE P-VALUES FOR BAYESIAN SEM Q-MATRIX SPECIFICATION IN DIAGNOSTIC DEVELOPMENT SERIES VIA LATENT GROWTH METHODS