Discussing the Need of Experimental Replication with 5th Grade Students Conducting a Mealworm Experiment

References

• Asshoff, R., and O. Roth. 2011. “Fostering Students' Inquiry Skills: Developmental Time & Offspring Rates of Flour Beetles.” The American Biology Teacher 73: 232–237.10.1525/abt.2011.73.4.9
   Web of Science ®Google Scholar
• Begley, C. G., and L. M. Ellis. 2012. “Drug Development: Raise Standards for Preclinical Cancer Research.” Nature 483: 531–533.10.1038/483531a
   PubMed Web of Science ®Google Scholar
• Beveridge, W. I. B. 1961. The Art of Scientific Investigation. London: Mercury books.
   Google Scholar
• Chinn, C. A., and W. F. Brewer. 1993. “The Role of Anomalous Data in Knowledge Acquisition: A Theoretical Framework and Implications for Science Instruction.” Review of Educational Research 63: 1–49.10.3102/00346543063001001
   Web of Science ®Google Scholar
• Fraenkel, G., M. Blewett, and M. Coles. 1950. “The Nutrition of the Mealworm, Tenebrio Molitor L. (Tenebrionidae, Coleoptera).” Physiological Zoology 23: 92–108.10.1086/physzool.23.2.30152067
   PubMedGoogle Scholar
• Hammann, M., T. T. H. Phan, M. Ehmer, and H. Bayrhuber. 2006. “Fehlerfrei Experimentieren.” [How to avoid mistakes in experiments]. Der mathematische und naturwissenschaftliche Unterricht 59 (5): 292–299.
   Google Scholar
• Johnson, D. H. 2002. “The Importance of Replication in Wildlife Research.” The Journal of Wildlife Management 66: 919–932.10.2307/3802926
   Web of Science ®Google Scholar
• Kanari, Z., and R. Millar. 2004. “Reasoning from Data: How Students Collect and Interpret Data in Science Investigations.” Journal of Research in Science Teaching 41: 748–769.10.1002/(ISSN)1098-2736
   Web of Science ®Google Scholar
• Kuhn, D., and D. Dean. 2005. “Is Developing Scientific Thinking All about Learning to Control Variables?” Psychological Science 16: 866–870.10.1111/j.1467-9280.2005.01628.x
   PubMed Web of Science ®Google Scholar
• Kuhn, D., K. Iordanou, M. Pease, and C. Wirkala. 2008. “Beyond Control of Variables: What Needs to Develop to Achieve Skilled Scientific Thinking?” Cognitive Development 23: 435–451.10.1016/j.cogdev.2008.09.006
   Web of Science ®Google Scholar
• Lee, M.-L. T., F. C. Kuo, G. A. Whitmore, and J. Sklaar. 2000. “Importance of Replication in Microarray Gene Expression Studies: Statistical Methods and Evidence from Repetitive CDNA Hybridizations.” Proceedings of the National Academy of Sciences 97: 9834–9839.10.1073/pnas.97.18.9834
   PubMed Web of Science ®Google Scholar
• Lorch, R. F., E. P. Lorch, W. J. Calderhead, E. E. Dunlap, E. C. Hodell, and B. D. Freer. 2010. “Learning the Control of Variables Strategy in Higher and Lower Achieving Classrooms: Contributions of Explicit Instruction and Experimentation.” Journal of Educational Psychology 102: 90–101.10.1037/a0017972
   Web of Science ®Google Scholar
• Lubben, F., and R. Millar. 1996. “Children's Ideas about the Reliability of Experimental Data.” International Journal of Science Education 18: 955–968.10.1080/0950069960180807
   Web of Science ®Google Scholar
• Martin, H. E., and L. Hare. 1942. “The Nutritive Requirements of Tenebrio Molitor Larvae.” Biological Bulletin 83: 428–437.10.2307/1538240
   Google Scholar
• Masnick, A. M., and D. Klahr. 2003. “Error Matters: An Initial Exploration of Elementary School Children's Understanding of Experimental Error.” Journal of Cognition and Development 4: 67–98.10.1080/15248372.2003.9669683
   Web of Science ®Google Scholar
• Masnick, A. M., and B. J. Morris. 2002. “Reasoning from Data: The Effect of Sample Size and Variability on Children’s and Adults’ Conclusions.” In Proceedings of the 24th Annual Conference of the Cognitive Science Society, edited by W. D. Gray and C. D. Schunn, 643–648. Mahwah, NJ: Lawrence Erlbaum.
   Google Scholar
• Masnick, A. M., and B. J. Morris. 2008. “Investigating the Development of Data Evaluation: The Role of Data Characteristics.” Child Development 79: 1032–1048. doi:10.1111/j.1467-8624.2008.01174.x.
   PubMed Web of Science ®Google Scholar
• Milinski, M. 1997. “How to Avoid Seven Deadly Sins in the Study of Behaviour.” Advances is the Study of Behaviour 26: 159–180.10.1016/S0065-3454(08)60379-4
   Web of Science ®Google Scholar
• OECD. 2015. “PISA 2015 Draft Frameworks.” http://www.oecd.org/pisa/pisaproducts/Draft%20PISA%202015%20Science%20Framework%20.pdf.
   Google Scholar
• Open Science Collaboration. 2015. “Estimating the Reproducibility of Psychological Science.” Science 349: 943.
   Web of Science ®Google Scholar
• Ruxton, G. S., and N. Colegrave. 2006. Experimental Design for the Life Sciences. Oxford: Oxford University Press.
   Google Scholar
• Schauble, L., L. E. Klopfer, and K. Rahavan. 1991. “Students′ Transition from an Engineering Model to a Science Model of Experimentation.” Journal of Research in Science Teaching 28: 859–882.10.1002/(ISSN)1098-2736
   Web of Science ®Google Scholar