Phyliss Jia Gai
  • About
  • Papers
  • Resources
PhD is a largely a self-learning process. Below I compiled a list of resources that I find helpful in this journey or could be useful in the future. All credits are reserved for the original creators. 

Last Update: January 2023

Qualtrics, MTurk, & Others

  • Web scraping with Google sheet
  • Some javascripts to customize your qualtrics survey
  • Real-time affective tracking
  • Remove "Powered by Qualtrics" footer
  • Qualtrics Mouse Tracking
  • Detect participants' (online) multi-tasking
  • TurkPrime​ [a free alternative is OpenMTurk]
  • AsPredicted [for pre-registration]
  • OpenScienceFramework [for open materials & data]

data analyses 

  • Power analysis for general ANOVA designs
  • Stats check online
  • Multilevel Modeling in R
  • Bayesian ANOVA
  • within-subject mediation with repeated measurements 
  • mediation with non-continuous variables [with Mplus]

Stimuli, Tasks & Measurements

  • Open Affective Standardized Image Set (OASIS)
  • AudioSet 
  • Scales A to Z

Secondary datasets

  • Google Correlate [plus some guidance]
  • ​MovieLens
  • Twitter posts [1] [2] [3] + Tutorials [in R] [JSON imported to R]
  • World Values Survey
  • The World Factbook​​
  • CentER Panel 

Chinese Data

  • China Family Panel Studies (CFPS)
  • Baidu Crowdsourcing [sample service available; a bit clumsy survey framework]
  • Tencent Survey [sample service available; mobile friendly] 
  • Beijing Statistics Yearbook [authoritative comprehensive datasets; issued per year]
  • Beijing City Lab [*24. Weibo check-in data]

Educational

  • A visual explanation for multilevel modeling
  • Seeing Theory
  • Replications of marketing studies 
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