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Dear Fellow Researchers,

My name is Kinnari Atit, and I am an assistant professor in the School of Education at UC Riverside. Drs. Emily Peterson, Zack Hawes, Katie Gilligan-Lee, and I are conducting a meta-analysis examining the relations between spatial skills and science achievement in K-12 and postsecondary/undergraduate students. We are requesting any unpublished data or reports of such data (e.g., conference papers) which meet the following criteria:

  • Study sample includes kindergarten to 12th grade students and/or undergraduate students 
  • Study employs psychometric measures of spatial skills, such as (but not limited to):
    • mental rotation
    • spatial visualization 
    • perspective taking/spatial orientation 
    • visuospatial working memory 
    • horizontality
    • disembedding 
  • Study includes assessments of science learning/achievement, in domains such as (but not limited to):
    • Biology
    • Physics
    • Chemistry
    • Astronomy
    • Anatomy
    • Earth science 
    • Neuroscience
  • Bivariate correlations between measures of spatial skills and measures of science achievement need to be reported/can be calculated

If you have data that you believe fit these criteria (or know of others who have such data), please contact Kinnari directly at [email protected]. Additionally, if you have any published data that fits the criteria that you would like to ensure make it into the meta-analysis, please reach out and we can confirm that the study is included. 

Thank you! 

Kinnari Atit, Emily Peterson, Zack Hawes, and Katie Gilligan-Lee