Assessing Case-Based Instruction Mary Lundeberg Professor and Chair Teacher Education Michigan State University October, 2005 Buffalo, New York.
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Assessing Case-Based Instruction Mary Lundeberg Professor and Chair Teacher Education Michigan State University October, 2005 Buffalo, New York Overview • Why do investigations in classrooms? – Research questions; – Student learning, motivation, challenges • Rules of thumb for designing studies • How and what should we measure? – Priorities, tasks, data interpretation • Discussion of research questions, design and measures What evidence might you collect? Research Question Method Assessment Materials Why do investigations? • Scientific inquiry includes: – Significant questions that can be empirically investigated – Research linked to theory – Methods appropriate to the question – Replication and generalization across studies – Professional scrutiny and critique » Shavelson & Towne, 2002 Research questions • Description – What is happening? • Cause – Is there a systematic effect? • Process or mechanism – Why or how is it happening? » Shavelson & Towne, 2002 Description What is happening? • Survey of case teaching in science • (23 states + Canada) – 2004-2005 Faculty perceptions (n=101) Contexts of case use; benefits and challenges – 2005-2006 Student perceptions benefits and challenges Student Learning Perceptions: Critical Thinking Students are better able to view an issue from multiple perspectives 91.3 1.3 90.1 Students develop a deeper understanding of concepts 1.3 88.8 Students demonstrate stronger critical thinking skills 2.5 82.6 Students make connections across multiple content areas 0 61.3 Students have increased their discussion of ethical issues 8.8 Students have difficulty making connections across multiple content areas (-) 17.5 62.6 0 20 40 60 Percent Disagree Agree 80 100 Student Learning Perceptions: Learning (Pos) 91.3 Students have a better grasp of the practical application of core course concepts 78.8 Students strengthen communication skills 5 18.8 More content is covered in my classroom 47.6 0 20 40 60 Percent Disagree Agree 80 100 Student Motivation and Participation Students take a more active part in the learning process when they use case studies 95.1 80.1 Students develop positive peer-to-peer relationships 1.3 27.5 Attendance has increased on the days when cases are used 17.5 16.3 Students have difficulty working in small groups (-) 65.1 0 20 40 60 Percent Disagree Agree 80 100 Student Motivation Motivation: 93.8 Students are more engaged in class Other: 45 Student evaluate my teaching more positively 8.8 0 20 40 60 Percent Disagree Agree 80 100 Obstacles Faculty Encounter: Top Five Cause: Is there a systematic effect? • Does case-based learning lead to greater increases in competency, knowledge and/or attitudes about genetics or infectious diseases than lectures? • Does case-based teaching increase ability to interpret data in biology? • Does case-based teaching allow transfer of concepts across the curriculum? Research Design: Two Instructors and Two Classes Unit A: Infectious Unit B: Genetics Disease Class 1 Use of caseUse of traditional based instruction lecture method or other control Class 2 Use of traditional Use of caselecture method based instruction or other control Case It! Research Design Solomon Four Group Design OX O O O X O O Pre/Post with case Pre/Post without case (control) Posttest only with case Posttest only without case Pre/Post Test Results: Data Interpretation 14 Test scores 12 10 8 Pre Post 6 4 2 0 Exp Control Process or mechanism Why or how is it happening? • Do cases enrich student understanding of core concepts and if so, how and for whom? • What misconceptions do students bring to instruction and do cases increase or dispel misconceptions? • When in the instructional process are cases most promising? How much knowledge is needed? • Does discussing cases with different global audiences influence student understanding, awareness or attitudes? NSF Grant 2003-2008 Set stage for inquiry about infectious diseases: Quic kT ime™ and a MPEG-4 Video dec ompress or are needed to see this pic ture. QuickTime™ and a MPEG-4 Video decompressor are needed to see this picture. ELISA Results HIV Case studies • • • Run an ELISA and a Western blot: • Anna • Anna’s Boyfriend • Anna, first trimester • Anna, second trimester • Anna’s baby • Positive and negative controls What is the status of each person tested? How would you explain these results to Anna? What recommendations would you give Anna as she cares for herself and her baby? Anna begins taking antiretroviral medications. A viral load test is performed one, three, and six months after she begins this drug treatment. After running the PCR analysis on these samples, what would you conclude about the effectiveness of the treatment? Case It! Project Disease transmission testing 2-3 people for HIV with ELISA and Western Blot (person, partner, baby) include PCR testing for viral load variations Testing issues How reliable are the tests? What is the latency period for developing AIDS? Social, personal, cultural and ethical issues Should people engage in unprotected sex to have children? What are some global differences in treatment of HIV in Africa and the US? Health and biological issues What are the symptoms of AIDS? How has the disease affected this person’s health? How have the medicines affected this person’s life/health? Why do side effects vary? How does viral load vary depending on the medicine, exercise and nutrition used by the person infected? http://www.uwrf.edu/caseit/caseit.html LaunchPad: Discussion Focus Group Questions 1) From this experience, have any of your perspectives and/or understandings about HIV/AIDS epidemic changed? If so, please explain. 2) 62% or 31 of the participants said their perspectives have changed - more confident - more concerned - more understanding How relevant do you feel the topic of HIV/AIDS is to your life? Why do you feel this way? 66% or 33 of the participants said it was relevant either personally or globally Focus Group Data • “It made me a lot more aware of the disease…talk a lot more about how there are parentless families over there, like 1/3 children have parents missing because of the virus. It just makes me wonder like what our country is doing to help, have a more global perspective.” • “It was definitely a cultural difference they were not as open about the disease with family members. One of them responded and told me that its not really accepted by parents down there and down here parents support us in situations like that.” Focus Group Data: Accessibility/Availability of Treatment • “I think I definitely learned more…it was amazing. When they [Zimbabwe students] would ask questions like what if I can’t afford medical attention or what if I don’t have a doctor near by that has the medication for me…we don’t think about it and we always have the money somehow or we will get it to get help. But they don’t necessarily have the ability.” • “…one of the African students asked me if suicide would be the best answer and that kind of really hit home compared to our questions that were more surface-y…I thought they were more personal, it was good.” Student self-report Student surveys Student focus groups after course concludes. Retrospective open ended reflections most powerful when students examine data (e.g., portfolios, case-tests, journals) What evidence might you collect? Research Question Method: Class A Unit 1 (cases) Unit 2 (lecture) Assessment Materials Class B (lecture) (cases) How and what should we measure? Framework for PISA 2006 Science Assessment Context Competencies Knowledge What you know: • about the natural world (knowledge of science); and • about science itself (knowledge about science) • Identify scientific questions; Life situations that involve science and technology. Require you to: • Explain phenomena scientifically; and • Use scientific evidence. How you do so is influenced by: Attitudinal Responses How you respond to science issues (interest, support for scientific enquiry, responsibility) PISA 2006 Knowledge of Science Categories Physical Systems structure and properties of matter (e.g., thermal and electrical conductivity) physical changes of matter (e.g., states of matter, elements, bonds) chemical changes of matter (e.g., reactions, energy transfer, acids/bases) motions and forces (e.g., velocity, friction) energy and its transformation (e.g., conservation, dissipation, chemical reactions) interactions of energy and matter (e.g., light and radio waves, sound and seismic waves) Living Systems cells (e.g., structures and function, DNA, plant and animal) humans (e.g., health, nutrition, subsystems [i.e. digestion, respiration, circulation, excretion, and their relationship], disease, reproduction) populations (e.g., species, evolution, biodiversity, genetic variation) ecosystems (e.g., food chains, matter and energy flow) biosphere (e.g., ecosystem services, sustainability) Earth and Space Systems structures of the Earth systems (e.g., lithosphere, atmosphere, hydrosphere) energy in the Earth systems (e.g., sources, global climate) change in Earth systems (e.g., plate tectonics, geochemical cycles, constructive and destructive forces) Earth’s history (e.g., fossils, origin and evolution) Earth in space (e.g., gravity, solar systems) PISA 2006 Knowledge About Science Categories Scientific Enquiry origin (scientific questions). purpose (e.g., to produce evidence that helps answer scientific questions, current ideas/models/theories guide enquiries). observations and experiments (e.g., different questions suggest different scientific investigations, current scientific knowledge). data (e.g., quantitative [measurements], qualitative [observations]) measurement (e.g., inherent uncertainty, replicability, variation, accuracy/precision in equipment and procedures). characteristics of results (e.g., empirical, tentative, testable, falsifiable, self-correcting). Scientific Explanations types (e.g., hypothesis, theory, model, law). formation (e.g., extant knowledge and new evidence, creativity and imagination, logic). rules (e.g., logically consistent, based on evidence, based on historical and current knowledge). outcomes (e.g., new knowledge, new methods, new technologies, new investigations). PISA 2006 Knowledge About Science Categories (Continued) Science and Technology in Society role of science (e.g., understand the natural world, answers questions) and role of science-based technology (e.g., attempts to solve human problems, develop artifacts, design processes, human adaptation [non-biological] relationships between science and technology (e.g., science often advances due to new technologies, advances in scientific knowledge can advance technology). risks (e.g., may create new problems, knowledge is often not public, benefits versus costs, unintended consequences). influence (e.g., science and technology influence society through their knowledge, procedures, products, and world views). challenges (e.g., societal issues and aspirations often inspire questions for scientific research and problems for technological innovations). limits (e.g., science cannot answer all questions and technology cannot solve all societal problems or meet all human aspirations). Recommended Contexts for the PISA 2006 Science Assessment Personal Health (e.g., maintenance of health, accidents, nutrition). Resources (e.g., personal consumption of materials and energy). Environment (e.g., environmentally friendly behavior, use and disposal of materials). Hazards (e.g., natural and human-induced, decisions about housing). Frontiers (e.g., interest in science’s explanations of natural phenomena, science-based hobbies, sport and leisure, music and personal technology). Social Health (e.g., control of disease, social transmission, food choices, community health). Resources (e.g., maintain human populations, quality of life, security, production and distribution of food, energy supply). Environment (e.g., population distribution, disposal of waste, environmental impact, local weather). Hazards (e.g., rapid changes [ severe weather], slow and progressive changes [ erosion, sedimentation], risk assessment). Frontiers (e.g., new materials, devices and processes, genetic modification, weapons technology, transport). Global Health (e.g., epidemics, spread of infectious diseases). Resources (e.g., renewable and non-renewable, natural systems, population growth, sustainable use of species). Environment (e.g., biodiversity, ecological sustainability, control of pollution, production and loss of soil). Hazards (e.g., climate change, impact of modern warfare). Frontiers (e.g., extinction of species, exploration of space, origin and structure of the universe). PISA 2006 Areas for Assessment of Attitudinal Responses Interest in Science Show curiosity in science and science-related issues and endeavors. Demonstrate willingness to acquire additional scientific knowledge and skills, using a variety of resources and methods. Demonstrate willingness to seek information and have an ongoing interest in science, including consideration of science-related careers. Support for Scientific Enquiry Support the importance of considering different scientific perspectives and arguments. Support the use of factual information and rational explanations. Support the need for logical and careful processes in drawing conclusions. Responsibility for Sustainable Development Show a sense of personal responsibility for achieving a healthy population and safe environments. Demonstrate awareness of the environmental consequences of individual actions. Demonstrate willingness to take action to maintain natural resources. New directions for assessment of student understanding • priorities for assessment, • representations of student knowledge and competence, • selection of tasks to assess performance, and • procedures for data interpretation and analysis. Ways to assess understanding • Transfer of knowledge using a task to show how concepts – are applied to different, – real world problems, and – explained using literacy fitting the context. What tasks or situations allow for observation of student performance? Course exams Case assessments--paper and/or video Direct questioning/surveys of students Examination of group products; interaction Student analysis of portfolios; journals Minute papers Muddiest or most significant point Meta-analysis of Main Effects of PBL (Dochy, Segers, Van den Bossche, & Gijbels, 2003) What evidence might you collect? Research Question Method: Class A Unit 1 (cases) Unit 2 (lecture) Assessment Materials Class B (lecture) (cases) Resources for CBI (http://sciencecases.educ.msu.edu/references/) http://www.wcer.wisc.edu/salgains/instructor http://www.indiana.edu/~nsse Interpretation of Data Not all that counts can be counted and not all that is counted, really counts. Einstein We do not see things as they are, We see things as we are. The Talmud