Using Lessons from History to Guide the Implementation of AI in Science Education

References

• Atkin, J. M., and P. Black. 2003. Inside Science Education Reform: A History of Curricular and Policy Change. New York, NY: Teacher College Press.
   Google Scholar
• Berliner, D. 2011. “Rational Responses to High Stakes Testing: The Case of Curriculum Narrowing and the Harm That Follows.” Cambridge Journal of Education 41 (3): 287–302.
   Web of Science ®Google Scholar
• Best, J., and A. Dunlap. 2014. Next Generation Science Standards: Considerations for Curricula, Assessments, Preparation, and Implementation. Denver, CO: McREL International.
   Google Scholar
• Brickhouse, N. W. 2006. “Celebrating 90 Years of “Science Education”: Reflections on the Gold Standard and Ways of Promoting Good Research.” Science Education 90 (1): 1–7.
   Web of Science ®Google Scholar
• Bybee, R. W. 2010. “What is STEM Education?” Science (New York, N.Y.) 329 (5995): 996–996.
   PubMed Web of Science ®Google Scholar
• DeBoer, G. E. 1991. A History of Ideas in Science Education: Implications for Practice. New York: Teachers College Press.
   Google Scholar
• Dewey, J. 1937. “Education and Social Change.” Bulletin of the American Association of University Professors 23 (6): 472–474.
   Google Scholar
• Donnelly, R., and H. A. Patrinos. 2022. “Learning Loss during Covid-19: An Early Systematic Review.” Prospects 51 (4): 601–609.
   PubMedGoogle Scholar
• Fox, R. 2001. “Constructivism Examined.” Oxford Review of Education 27 (1): 23–35.
   Web of Science ®Google Scholar
• Gao, N., K. DiRanna, and M. T. C. Fay. 2022. The Impact of COVID-19 on Science Education: Early Evidence from California. San Francisco, CA: Public Policy Institute of California.
   Google Scholar
• Griffith, G., and L. Scharmann. 2008. “Initial Impacts of No Child Left behind on Elementary Science Education.” Journal of Elementary Science Education 20 (3): 35–48.
   Google Scholar
• Heaven, W. D. 2023. “ChatGPT is Going to Change Education, Not Destroy It.” MIT Technology Review, April 6. https://www.technologyreview.com/2023/04/06/1071059/chatgpt-change-not-destroy-education-openai/
   Google Scholar
• Hetler, A. 2023. “ChatGPT.” https://www.techtarget.com/whatis/definition/ChatGPT
   Google Scholar
• Institute of Medicine. 2007. Rising above the Gathering Storm: Energizing and Employing America for a Brighter Economic Future. Washington, D.C.: The National Academies Press.
   Google Scholar
• Johnson, C. C. 2007. “Effective Science Teaching, Professional Development and No Child Left behind: Barriers, Dilemmas, and Reality.” Journal of Science Teacher Education 18 (2): 133–136.
   Google Scholar
• Kamenetz, A. (Director). 2018. “What “A Nation At Risk” Got Wrong, and Right About US Schools.” National Public Radio, April 29. http://dallasinstitute.org/wp-content/uploads/2018/05/What-A-Nation-at-Risk-got-Wrong-and-Right-About-U.S.-Schools.pdf
   Google Scholar
• MacFarquhar, N. 1996. “The Internet Goes to School; Bellwether or Bust? Educators Debate Value of Surfing.” The New York Times, March 7, p. 1.
   Google Scholar
• Mohr-Schroeder, M., M. Cavalcanti, and K. Blyman. 2015. “STEM Education: Understanding the Changing Landscape.” In A Practice-Based Model of STEM Teaching: STEM Students on the Stage, edited by A. Sahin, 3–14. Rotterdam, The Netherlands: Sense Publishers.
   Google Scholar
• National Commission on Excellence in Education. 1983. A Nation at Risk: The Imperative for Educational Reform. Washington, D.C.: US Government Printing Office.
   Google Scholar
• National Education Association. 1893. Report of the Committee on Secondary School Studies. Washington, DC: US Government Printing Office.
   Google Scholar
• National Research Council. 2012. A Framework for k-12 Science Education Standards: Practices, Crosscutting Concepts, and Core Ideas. Washington, DC: The National Academies Press.
   Google Scholar
• NGSS Lead States. 2013. Next Generation Science Standards: For States, by States. Washington, DC: National Academies Press. www.nextgenscience.org/next-generation-science-standards.
   Google Scholar
• OpenAI. 2023. ChatGPT (Mar 14 version) [Large language model]. https://chat.openai.com/chat
   Google Scholar
• Pieratt, J. R. 2010. “Advancing the Ideas of John Dewey: A Look at the High Tech Schools.” Education and Culture 26 (2): 52–65.
   Google Scholar
• Public Policy Institute of California. 2022. “The Impact of COVID-19 on Science Education.” https://www.ppic.org/publication/the-impact-of-covid-19-on-science-education/
   Google Scholar
• Rudolph, J. L. 2005. “Inquiry, Instrumentalism, and the Public Understanding of Science.” Science Education 89 (5): 803–821.
   Web of Science ®Google Scholar
• Sizer, T. 1964. Secondary Schools at the Turn of the Century. New Haven, CT: Yale University Press.
   Google Scholar
• Smith, A., and E. Hall. 1902. The Teaching of Chemistry and Physics in the Secondary School. New York: Longmans, Green.
   Google Scholar
• Smith, P. S. 2020. “What Does a National Survey Tell us about Progress toward the Vision of the NGSS?” Journal of Science Teacher Education 31 (6): 601–609.
   Web of Science ®Google Scholar
• Stephens, M. D., and G. W. Roderick. 1983. “The Role of Scientific and Technical Education in Early Industrialisation in America and England.” The Vocational Aspect of Education 35 (90): 17–22. https://doi.org/10.1080/10408347308001831.
   Google Scholar
• Wilcox, J., J. W. Kruse, and M. P. Clough. 2015. “Teaching Science through Inquiry.” Science Teacher 82 (6): 62–67.
   Google Scholar
• Wissehr, C., J. Concannon, and L. H. Barrow. 2011. “Looking Back at the Sputnik Era and Its Impact on Science Education.” School Science and Mathematics 111 (7): 368–375.
   Google Scholar
• Zviedrite, N., J. D. Hodis, F. Jahan, H. Gao, and A. Uzicanin. 2021. “COVID-19-Associated School Closures and Related Efforts to Sustain Education and Subsidized Meal Programs, United States, February 18–June 30, 2020.” PloS One 16 (9): e0248925.
   PubMed Web of Science ®Google Scholar