Investigative Science Learning Environment (ISLE)
What does the research say?

This is the highest level of research validation, corresponding to:
- both of the "based on" categories
- at least 4 of the "demonstrated to improve" categories
- at least 5 of the "studied using" categories
Research Validation Summary
Based on Research Into:
- theories of how students learn
- student ideas about specific topics
Demonstrated to Improve:
- conceptual understanding
- problem-solving skills
- lab skills
- beliefs and attitudes
- attendance
- retention of students
- success of underrepresented groups
- performance in subsequent classes
Studied using:
- cycle of research and redevelopment
- student interviews
- classroom observations
- analysis of written work
- research at multiple institutions
- research by multiple groups
- peer-reviewed publication
Research base behind the design of Investigative Science Learning Environment
The ISLE process is built on a bricolage of multiple theoretical frameworks. ISLE classes are organized to send strong message to students based on the following general research results: Learning is a social process mediated by cognitive tools. Epistemology of physics is an important aspect of learning physics. History of science helps us learn how scientists develop knowledge and we can use this process and the knowledge of how people learn to design curriculum materials.
- J. B. Macmillan and J. W. Garrison, A Logical Theory of Teaching: Erotetics and Intentionality (Kluwer Academic Publishers, Dordrecht, 1988).
- McLuhan, The medium is the message, in Media and Cultural Studies, revised ed., edited by M. G. Durham and D.M. Kellner (Blackwell, Malden, MA, 2006), pp. 107–116.
- S. Brown, A. Collins, and P. Duguid, Situated cognition and the culture of learning, Educ. Res. 18, 32 (1989).
- Airey and C. Linder, Social semiotics in university physics education, in Multiple Representations in Physics Education, edited by D. F. Treagust, R. Duit, and H. E. Fisher (Springer Nature, Cham, Switzerland, 2017), Chap. 5, pp. 95–122.
- R. Maturana, Science and daily life: The ontology of scientific explanations, in Self-Organization Portrait of a Scientific Revolution, edited by W. Krohn, G. Kuppers, and H. Nowotny (Kluwer Academic Publishers, Dordrecht, 1990), Vol. 14, pp. 12–35.
- Lave and E. Wenger, Situated Learning: Legitimate Peripheral Participation (Cambridge University Press, Cambridge, England, 1991).
- E. Lawson, What does Galileo’s discovery of Jupiter’s moons tell us about the process of scientific discovery?, Sci. Educ. 11, 1 (2002).
- Bielaczyc and A. Collins, Learning communities in classrooms: A reconceptualization of educational practice, in Instructional Design Theories and Models, Vol. II, edited by C. M. Reigeluth (Lawrence Erlbaum Associates, Mahwah, NJ, 1999), Chap. 12, pp. 269–292.
Research involved in the development of Investigative Science Learning Environment
The ISLE developers conducted studies on student use of language, multiple representations, ability to design their own experiments, and their attitudes towards learning through the ISLE approach. These findings helped them redesign curriculum materials and articulate intentionalities more concisely. They used the following methods in our research: pre-post testing, analysis of student written work, observations of students in the classroom working on ISLE activities, interviews, surveys, focus groups. They used scientific abilities rubrics to score student lab reports and found how long it takes to develop certain scientific abilities.
- A. Van Heuvelen, Learning to Think Like a Physicist: A Review of Research-Based Instructional Strategies, Am. J. Phys. 59 (10), 891 (1991).
- D. Brookes and E. Etkina, "Force," ontology, and language, Phys. Rev. ST Phys. Educ. Res. 5 (1), 010110 (2009).
- D. Buggé and E. Etkina, The long-term effects of learning in an ISLE approach classroom, presented at the Physics Education Research Conference 2020, Virtual Conference, 2020.
- D. Rosengrant, A. Van Heuvelen, and E. Etkina, Do students use and understand free-body diagrams?, Phys. Rev. ST Phys. Educ. Res. 5 (1), 010108 (2009).
- E. Etkina, A. Van Heuvelen, S. White Brahmia, D. Brookes, M. Gentile, S. Murthy, D. Rosengrant, and A. Warren, Scientific abilities and their assessment, Phys. Rev. ST Phys. Educ. Res. 2 (2), (2006).
- E. Etkina, A. Karelina, and M. Ruibal-Villasenor, How long does it take? A study of student acquisition of scientific abilities, Phys. Rev. ST Phys. Educ. Res. 4 (2), 020108 (2008).
- A. Karelina and E. Etkina, When and How Do Students Engage in Sense-Making in a Physics Lab, presented at the Physics Education Research Conference 2006, Syracuse, New York, 2006.
- E. Etkina and M. Ruibal Villasenor, Reformed Physics Instruction Through the Eyes of Students, presented at the Physics Education Research Conference 2006, Syracuse, New York, 2006.
- K. Harper, E. Etkina, and Y. Lin, Encouraging and analyzing student questions in a large physics course: Meaningful patterns for instructors. Journal of Research in Science Teaching, 40(8), 776-791 (2003).
- D. May and E. Etkina, College physics students' epistemological self-reflection and its relationship to conceptual learning, Am. J. Phys. 70 (12), 1249 (2002).
- E. Etkina, A. Van Heuvelen, D. Brookes, and D. Mills, Role of Experiments in Physics Instruction - A Process Approach, Phys. Teach. 40 (9), 351 (2002).
- E. Etkina and K. Andre, Weekly Reports: Student reflections on learning. Journal of College Science Teaching, 31(7), 476-480 (2002).
- E. Etkina and A. Van Heuvelen, Investigative Science Learning Environment: Using the processes of science and cognitive strategies to learn physics, presented at the Physics Education Research Conference 2001, Rochester, New York, 2001.
Research showing the effectiveness of Investigative Science Learning Environment
ISLE students have good learning gains on standardized tests (FCI, CSEM, etc.), they do not go down (and sometime they go up) on attitudinal assessments (CLASS and E-CLASS), they use multiple representations when solving problems without prompting, they are able to design their own experiments and communicate the findings effectively. Recent work found that effects of learning though ISLE persist after many years of taking an ISLE-based course. Researchers also found that when the ISLE approach cannot be implemented as intended (as a holistic environment), it can still be used to revise lab courses only. The learning gains are smaller then but are still significant. Researchers also found that training instructors is crucial for effective implementation of the ISLE approach.
- D. Brookes, E. Etkina, and G. Planinsic, Implementing an epistemologically authentic approach to student-centered inquiry learning, Phys. Rev. Phys. Educ. Res. 16 (2), 020148 (2020).
- E. Etkina, Millikan award lecture: Students of physics—Listeners, observers, or collaborative participants in physics scientific practices?, Am. J. Phys. 83 (8), 669 (2015).
- E. Etkina, A. Karelina, M. Ruibal-Villasenor, D. Rosengrant, R. Jordan, and C. Hmelo-Silver, Design and reflection help students develop scientific abilities: Learning in introductory physics laboratories, J. Learn. Sci. 19 (1), 54 (2010).
References
- K. Ansell and M. Selen, Student attitudes in a new hybrid design-based introductory physics laboratory, presented at the Physics Education Research Conference 2016, Sacramento, CA, 2016.
- D. Brookes and E. Etkina, Using conceptual metaphor and functional grammar to explore how language used in physics affects student learning, Phys. Rev. ST Phys. Educ. Res. 3 (1), 010105 (2007).
- D. Brookes and E. Etkina, "Force," ontology, and language, Phys. Rev. ST Phys. Educ. Res. 5 (1), 010110 (2009).
- D. Brookes and E. Etkina, Physical Phenomena in Real Time, Science 330 (10), 605 (2010).
- D. Brookes and E. Etkina, In search of alignment: Matching learning goals and class assessments, presented at the Physics Education Research Conference 2011, Omaha, Nebraska, 2011.
- D. Brookes and E. Etkina, The Importance of Language in Students' Reasoning About Heat in Thermodynamic Processes, Int. J. Sci. Educ. 37 (5-6), 759 (2015).
- D. Brookes, E. Etkina, and G. Planinsic, Implementing an epistemologically authentic approach to student-centered inquiry learning, Phys. Rev. Phys. Educ. Res. 16 (2), 020148 (2020).
- D. Brookes, B. Nainabasti, and Y. Yang, Characterizing Student Participation in an ISLE Physics Class, presented at the Physics Education Research Conference 2013, Portland, OR, 2013.
- D. T. Brookes, M. K. Wallace, M. Nelson, A. Karelina, P. Bohacek, M. Vonk, and E. Ektina, Comparing students’ learning and development of scientific abilities with apparatus-based versus video-based experimentation, Phys. Rev. Phys. Educ. Res. 19 (2) 020158 (2023).
- D. Buggé and E. Etkina, Reading between the lines: lab reports help high school students develop abilities to identify and evaluate assumptions, presented at the Physics Education Research Conference 2016, Sacramento, CA, 2016.
- D. Buggé and E. Etkina, The long-term effects of learning in an ISLE approach classroom, presented at the Physics Education Research Conference 2020, Virtual Conference, 2020.
- D. Buggé, J. Rutberg, S. H. Ahmed, R. Zisk, and D. Jammula, Development of hypothetico-deductive skills in an ISLE-based lab taught by novice instructors, Phys. Educ. 58 (3) 035013 (2023).
- M. Cancula, G. Planinšic, and E. Etkina, Analyzing patterns in experts' approaches to solving experimental problems, Am. J. Phys. 83 (4), 366 (2015).
- K. Commeford, E. Brewe, and A. Traxler, Characterizing active learning environments in physics using network analysis and classroom observations, Phys. Rev. Phys. Educ. Res. 17 (2), 020136 (2021).
- D. Demaree, Applying ISLE Ideas to Active Engagement in the Spins Paradigm, presented at the Physics Education Research Conference 2010, Portland, Oregon, 2010.
- D. Demaree and S. Li, Promoting productive communities of practice: An instructor’s perspective, presented at the Physics Education Research Conference 2009, Ann Arbor, Michigan, 2009.
- D. Demaree and Y. Lin, Assessing ISLE Labs as an Enhancement to Traditional Large-Lecture Courses at the Ohio State University, presented at the Physics Education Research Conference 2005, Salt Lake City, Utah, 2005.
- E. Etkina, Millikan award lecture: Students of physics—Listeners, observers, or collaborative participants in physics scientific practices?, Am. J. Phys. 83 (8), 669 (2015).
- E. Etkina, D. Brookes, and G. Planinsic, Investigative Science Learning Environment: When learning physics mirrors doing physics (2019).
- E. Etkina and A. Eisner, What did I learn and why do I believe in it?, presented at the Physics Education Research Conference 2003, Madison, WI, 2003.
- E. Etkina, M. Gentile, A. Karelina, M. Ruibal-Villasenor, and G. Suran, Searching for “Preparation for Future Learning” in Physics, presented at the Physics Education Research Conference 2009, Ann Arbor, Michigan, 2009.
- E. Etkina, A. Karelina, S. Murthy, and M. Ruibal-Villasenor, Using action research to improve learning and formative assessment to conduct research, Phys. Rev. ST Phys. Educ. Res. 5 (1), 010109 (2009).
- E. Etkina, A. Karelina, and M. Ruibal Villasenor, Studying Transfer Of Scientific Reasoning Abilities, presented at the Physics Education Research Conference 2006, Syracuse, New York, 2006.
- E. Etkina, A. Karelina, and M. Ruibal-Villasenor, How long does it take? A study of student acquisition of scientific abilities, Phys. Rev. ST Phys. Educ. Res. 4 (2), 020108 (2008).
- E. Etkina, A. Karelina, M. Ruibal-Villasenor, D. Rosengrant, R. Jordan, and C. Hmelo-Silver, Design and reflection help students develop scientific abilities: Learning in introductory physics laboratories, J. Learn. Sci. 19 (1), 54 (2010).
- E. Etkina and S. Murthy, Design labs: Students' expectations and reality, presented at the Physics Education Research Conference 2005, Salt Lake City, Utah, 2005.
- E. Etkina, S. Murthy, and X. Zou, Using introductory labs to engage students in experimental design, Am. J. Phys. 74 (11), 979 (2006).
- E. Etkina and G. Planinsic, Thinking like a scientist, Phys. World 27 (03), 48 (2015).
- E. Etkina and G. Planinsic, Defining and Developing “Critical Thinking” Through Devising and Testing Multiple Explanations of the Same Phenomenon, Phys. Teach. 53 (7), 432 (2015).
- E. Etkina and G. Planinsic, Investigative Science Learning Environment: A guide for teacher preparation and professional development (2024).
- E. Etkina and M. Ruibal Villasenor, Reformed Physics Instruction Through the Eyes of Students, presented at the Physics Education Research Conference 2006, Syracuse, New York, 2006.
- E. Etkina and A. Van Heuvelen, Investigative Science Learning Environment: Using the processes of science and cognitive strategies to learn physics, presented at the Physics Education Research Conference 2001, Rochester, New York, 2001.
- E. Etkina and A. Van Heuvelen, Investigative Science Learning Environment - A Science Process Approach to Learning Physics, in Research-Based Reform of University Physics, edited by E. Redish and P. Cooney, (American Association of Physics Teachers, College Park, 2007), Vol. 1.
- E. Etkina, A. Van Heuvelen, D. Brookes, and D. Mills, Role of Experiments in Physics Instruction - A Process Approach, Phys. Teach. 40 (9), 351 (2002).
- E. Etkina, A. Van Heuvelen, A. Karelina, M. Ruibal-Villasenor, and D. Rosengrant, Spending Time on Design: Does It Hurt Physics Learning?, presented at the Physics Education Research Conference 2007, Greensboro, NC, 2007.
- E. Etkina, A. Van Heuvelen, S. White Brahmia, D. Brookes, M. Gentile, S. Murthy, D. Rosengrant, and A. Warren, Scientific abilities and their assessment, Phys. Rev. ST Phys. Educ. Res. 2 (2), (2006).
- S. Faletic and G. Planinsic, How the introduction of self-assessment rubrics helped students and teachers in a project laboratory course, Phys. Rev. Phys. Educ. Res. 16 (2), 020136 (2020).
- B. Gregorcic, G. Planinšic, and E. Etkina, Doing science by waving hands: Talk, symbiotic gesture, and interaction with digital content as resources in student inquiry, Phys. Rev. Phys. Educ. Res. 13 (2), 020104 (2017).
- A. Karelina, Designing a lab course from the perspective of flow theory, presented at the Physics Education Research Conference 2015, College Park, MD, 2015.
- A. Karelina, E. Ektina, P. Bohacek, M. Vonk, M. Kagan, A. R. Warren, and D. T. Brookes, Comparing students’ flow states during apparatus-based versus video-based lab activities, Eur. J. Phys. 43 (4) 045701 (2022).
- A. Karelina and E. Etkina, When and How Do Students Engage in Sense-Making in a Physics Lab, presented at the Physics Education Research Conference 2006, Syracuse, New York, 2006.
- A. Karelina and E. Etkina, Acting like a physicist: Student approach study to experimental design, Phys. Rev. ST Phys. Educ. Res. 3 (2), 020106 (2007).
- A. Karelina, E. Etkina, M. Ruibal-Villasenor, D. Rosengrant, A. Van Heuvelen, and C. Hmelo-Silver, Design And Non-design Labs: Does Transfer Occur?, presented at the Physics Education Research Conference 2007, Greensboro, NC, 2007.
- S. Li, J. Roth, and D. Demaree, Survey Development for Assessing Learning Identity in an ISLE Classroom, presented at the Physics Education Research Conference 2010, Portland, Oregon, 2010.
- S. Murthy and E. Etkina, Development of Scientific Abilities in a Large Class, presented at the Physics Education Research Conference 2004, Sacramento, California, 2004.
- D. Rosengrant, A. Van Heuvelen, and E. Etkina, Do students use and understand free-body diagrams?, Phys. Rev. ST Phys. Educ. Res. 5 (1), 010108 (2009).
- M. Ruibal-Villasenor, E. Etkina, A. Karelina, D. Rosengrant, R. Jordan, and A. Van Heuvelen, From Physics to Biology: Helping Students Attain All-Terrain Knowledge, presented at the Physics Education Research Conference 2007, Greensboro, NC, 2007.
- J. Rutberg, M. Malysheva, and E. Etkina, Impact of ISLE-based labs in courses with traditional lecture, presented at the Physics Education Research Conference 2019, Provo, UT, 2019.
- K. Visnjic, C. Riihimaki, C. Sealfon, and E. Laffey, ISLE-inspired Design Laboratory Transformation at Princeton University: Year Two Results, presented at the Physics Education Research Conference 2015, College Park, MD, 2015.
- X. Zou, How students justify their knowledge in the Investigative Science Learning Environment, presented at the Physics Education Research Conference 2003, Madison, WI, 2003.