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Dana Gnesdilow

Biographic Data

ID4636377
NAMEDana Gnesdilow
GIVEN NAMESDana
FAMILY NAMEGnesdilow
SIGNATUREGNESDILOW D
AFFILIATIONSWisconsin Center for Education Research School of Education, University of Wisconsin–Madison Madison Wisconsin USA
ORCID0000-0001-8977-6187
VERIFIEDYes
TOTAL WORKS3
TOTAL CITATIONS0
AUTHOR COUNT3
EDITOR COUNT0
FIRST PUBLICATION YEAR2021
LATEST PUBLICATION YEAR2026
H-INDEX0
  • NLP ‐enabled automated assessment of scientific explanations

    Open Access•ChanMin Kim, Rebecca J Passonneau et al.•ARTICLE•British Journal of Educational…•2026

    As use of artificial intelligence (AI) has increased, concerns about AI bias and discrimination have been growing. This paper discusses an application called PyrEval in which natural language processing (NLP) was used to automate assessment and provide feedback on middle school science writing without linguistic discrimination. Linguistic discrimination in this study was operationalized as unfair assessment of scientific essays based on writing f…

  • Middle School Students' Application of Science Learning From Physical Versus Virtual Labs to New Contexts

    Open Access•Dana Gnesdilow, Sadhana Puntambekar•ARTICLE•Science Education•2025•References: 78

    Even though virtual labs help students learn science content, little is known about how well students can later apply this learning to other contexts or tasks when compared to students who performed physical labs. The goal of this study was to understand how students who perform physical versus virtual labs were able to later apply what they learn to a new context and a more intricate physical lab. We also explored whether reducing the complexity…

  • Supporting middle school students’ science talk

    Open Access•Sadhana Puntambekar, Dana Gnesdilow et al.•ARTICLE•Journal of Research in Science…•2021

    Research exploring students’ learning from physical and virtual labs has suggested that on the whole, students learn science content just as well, if not better from virtual labs as they do from physical labs. However, the affordances of physical labs might support the learning of specific skills and competencies that are just as crucial for learning science. In this study, we examined students’ discussions as they worked on physical and virtual …

No prominent works on this page.

  • Supporting middle school students’ science talk

    Open Access•Sadhana Puntambekar, Dana Gnesdilow et al.•ARTICLE•Journal of Research in Science…•2021

    Research exploring students’ learning from physical and virtual labs has suggested that on the whole, students learn science content just as well, if not better from virtual labs as they do from physical labs. However, the affordances of physical labs might support the learning of specific skills and competencies that are just as crucial for learning science. In this study, we examined students’ discussions as they worked on physical and virtual …

  • Middle School Students' Application of Science Learning From Physical Versus Virtual Labs to New Contexts

    Open Access•Dana Gnesdilow, Sadhana Puntambekar•ARTICLE•Science Education•2025•References: 78

    Even though virtual labs help students learn science content, little is known about how well students can later apply this learning to other contexts or tasks when compared to students who performed physical labs. The goal of this study was to understand how students who perform physical versus virtual labs were able to later apply what they learn to a new context and a more intricate physical lab. We also explored whether reducing the complexity…

  • NLP ‐enabled automated assessment of scientific explanations

    Open Access•ChanMin Kim, Rebecca J Passonneau et al.•ARTICLE•British Journal of Educational…•2026

    As use of artificial intelligence (AI) has increased, concerns about AI bias and discrimination have been growing. This paper discusses an application called PyrEval in which natural language processing (NLP) was used to automate assessment and provide feedback on middle school science writing without linguistic discrimination. Linguistic discrimination in this study was operationalized as unfair assessment of scientific essays based on writing f…

Computer Science (3 works) · Psychology (3 works) · Experimental Learning in Engineering (2 works) · Mathematics education (2 works) · Multimedia (2 works) · Online and Blended Learning (2 works) · Physical science (2 works) · Science education (2 works) · Virtual lab (2 works) · Affordance (1 works)

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