Tag: Zhenchao Hu

Using Experience Sampling Methods to Study Identity Dynamics: A 5-Step Guide

This paper provides a five-step practical guide to ESM—full flow from theoretical specification to study design, data collection, data analysis, and results presentation and interpretation—that may be helpful for identity scholars seeking to integrate ESM in their work. In presenting each step, we outline the core goals and decisions involved and provide an illustrative example, describing how specific design decisions were made in a small empirical study of how ethnic-racial and gender identity change across social situations and how the resulting specifics and empirical results might be reported in a journal manuscript.

Bayesian Response Surface Analysis (BRSA) for Congruence Hypothesis

We propose Bayesian Response Surface Analysis (BRSA) for null hypothesis testing using Region of Practical Equivalence (ROPE) and model comparison (out-of-sample predictive accuracy). Further, we propose the use of generalized additive models (GAMs)...

Bayesian Response Surface Analysis

Foundations of Response Surface Analysis for Congruence Hypothesis

Dynamic Dyadic Systems

Zhenchao Hu

PhD Candidate Media Psychology Department of Communication Stanford University Zhenchao (he/him/his) is a PhD student in Media Psychology at the Department of Communication. His research agenda includes: understanding the relationship between phone use and interpersonal relationships, identity, sexuality, and well-being with intensive time-series data; modeling change in intraindividual variability; including the disadvantaged and underrepresented groups… Read more Zhenchao Hu