Turning Homework & Exams on their Head – Participatory Learning: Deeper Learning by Engaging Students in the Entire Problem Lifecycle Michael Bieber,

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Presentation transcript:

Turning Homework & Exams on their Head – Participatory Learning: Deeper Learning by Engaging Students in the Entire Problem Lifecycle Michael Bieber, S. Roxanne Hiltz Erick Sanchez Suasnabar, Ye Xiong, Yu Xu Yuanqi Jiang, Jimmy Lu, Alan Romano, et al. Informatics Department College of Computing Sciences New Jersey Institute of Technology web.njit.edu/~bieber Jeffrey Hsu IS & Decision Sciences Dept. Silberman College of Business Fairleigh Dickinson University jeff@fdu.edu NJIT – Institute for Teaching Excellence – August 2017

Jumping right into PL… About Participatory Learning (PL) Experience in classes 2014-2017 & demo Motivation & Theoretical Background Experimental Results Possible Problem Structures Exercise: Applying PL Interesting Issues Future Work & Invitation to Collaborate Ask yourself: How do assignments work now, and where do students learn in that process?

Traditional Assignments Are students learning effectively? Create Problem (Instructor) Solve Problem (Student) This is the traditional problem lifecycle. Where do students learn in this process? Grade Solution (Instructor)

Participatory Learning Create Problem Participatory Learning engaging you in the full problem lifecycle Revise Problem Instructor (quality control) Solve Problem Grade Solution (x2) Consolidate Grades With Participatory Learning, students do most stages. This is what we mean by engaging students in the entire problem lifecycle… Instructors provide quality control by vetting each problem (with revise and resubmit) and resolving any grading disputes. They also may provide guidelines and rubrics for each stage. Students can flag instructors to look at any particular task for mentoring. Dispute Grade Instructor (quality control) Resolve Dispute

Participatory Learning Create Problem Participatory Learning Learning from the full problem lifecycle Revise Problem Solve Problem Grade Solution (x2) Read Everything Consolidate Grades In addition, students can read everything their peers write… Motivation: For students to learn more deeply by engaging and taking ownership in all the types of learning afforded by the entire problem lifecycle. We will use these colors pertaining to types of learning throughout the presentation. Problem-based Learning Peer Assessment Traditional Learning Dispute Grade Learning by Example Self Assessment Resolve Dispute

Participatory Learning Create Problem Participatory Learning Demo: PHIL 334 Edit Problem Solve Problem Grade Solution (x2) Read Everything Consolidate Grades Demo the current prototype, sample problem threads and the automated allocation of students and instructors to lifecycle tasks for PHIL 334. Experimental results for this course are in later slides. Problem-based Learning Peer Assessment Traditional Learning Dispute Grade Learning by Example Self Assessment Resolve Dispute

Demo PL Prototype V1

Similar positive results from student surveys Fall 2014 – Fall 2017 Engineering Ethics (PHIL 334) Discussion – Short essay questions about ethics scenarios Quizzes (true/false, matching, short answer) Computer Ethics (IS 350) Weekly discussion questions (short essay) PhD Seminar – Social Media (IS 735) Essay questions Computer Science – MatLab assignments (CS 101) Business – spreadsheet assignments (FDU MIS 1045) Information Systems Principles (IS 677) - (pre-prototype) Midterm/Final Exams (essay questions) Similar positive results from student surveys We have done surveys (presented in later slides) in many of these courses with similar positive results.

Participatory Learning Create Problem (sneak preview) Invitation to Collaborate! Revise Problem Solve Problem Read Everything Grade Solution (x2) Consolidate Grades Dispute Grade This is a sneak preview of the last slide. I’d like to work with people in various fields to try engaging their students to deepen learning with PL in their courses, and also looking for research collaboration on some of the very interesting issues arising with PL. Resolve Dispute

A bit of theory… About Participatory Learning (PL) Experience in classes 2014-2017 & demo Motivation & Theoretical Background Experimental Results Possible Problem Structures Exercise: Applying PL Interesting Issues Future Work & Invitation to Collaborate

Motivation Deeper learning and interest in subjects How? Learn through active engagement, involving students as active participants Give students ownership of entire problem life cycle Use online system to scaffold the process (and streamline it)

Constructivist Learning Theory (Piaget, 1928; Vygotsky, 1978) Learners are active creators of their own knowledge, learning by constructing their own understanding and knowledge of the world through experience and reflecting upon that experience (Harasim, 2012). Learners are encouraged to share their experiences, perspectives and questions about each other’s understanding (Tam, 2000).

Active Engagement & Deeper Learning empowers students to take ownership of their own learning increases satisfaction and persistence in learning (Goldin et al. 2011, Joo et al., 2011) motivates students (Guthrie, 2004; Holocher-Ertl et al., 2013; Jones, 2009; Sircar & Tandon, 1999) to achieve deeper or higher learning outcomes (Anderson et al., 2001; Bloom et al., 1956; Felder & Brent, 2004)

Active Engagement & Deeper Learning e.g., when designing problems, students must organize and synthesize their ideas, and learn to recognize the domain’s important concepts, resulting in “deep” learning (Hargreaves, 1997; Entwistle, 2000; Keane et al., 2014)

Problem-Based Learning Driven by challenging, open-ended questions, collaborative learning, and constructivist pedagogies (Savery & Duffy, 1995; Swan et al., 2013). An instructional method in which students learn through facilitated problem solving (Barrett et al., 2010; Hmelo-Silver, 2004). A learning process enabling students to generate new knowledge from real-world problems and then develop the skills of analytical thinking and problem-solving thinking (Phumeechanya & Wannapiroon, 2014). PL combines many types of learning, including problem-based learning, and…

Self and Peer Assessment Assessment, teaching, and learning are inextricably linked. Assessment should be integral to education in that it services to guide the teaching and learning process (Hargreaves, 1997; Lu & Law, 2012; Sadler & Good, 2006). An effective approach to encourage deeper learning, such as creating new ideas, and critical judgment of students’ works (Bhalerao & Ward, 2001). PL combines many types of learning, including problem-based learning, and peer-assessment and self-assessment

Anonymity All stages are anonymous to minimize potential bias (Lu & Bol, 2007). Provides a more welcoming environment so students can constructively critique others (Yu & Liu, 2009; Chen, 2010).

What is Unique about PL? Relies on student’s active participation in every problem lifecycle stage for course activities. instructors scaffold, mentor & provide quality control Researchers have studied, and many instructors utilize individual PL stages. PL uniquely combines these stages into a comprehensive framework for deeper learning.

Research Questions Do students enjoy their learning experience with PL? Do students perceive more learning with PL? Future: do students actually learn more with PL? Do students learn from all or only specific PL stages (designing, reading, answering and grading problems)? Do students and instructors accept PL? Would they recommend its continued use? for Research Model see (Wu et al., 2010)

Experiment with Discussion/Quiz Questions PHIL 334: Engineering Ethics undergraduate core e-learning sections, 200+ students software: PL Prototype (version 1) discussion questions short essay quiz questions short answer, true/false, matching

Enjoyability Cronbach’s Alpha=0.83 Questions SA A N D SD Mean S.D. # I enjoyed the flexibility in organizing my resources 41.8% 34.4% 13.1% 7.4% 3.3% 1.96 1.07 122 I was motivated to do my best work 29.5% 38.5% 25.4% 5.7% 0.8% 2.10 0.92 I enjoyed the PL approach 36.9% 15.6% 1.6% 1.98 0.99 76.2% of students agreed or strongly agreed to the survey question “I enjoyed the flexibility in organizing my resources” 1 = strongly agree, 5 = strongly disagree, so a mean closer to 1 is good SA - strongly agree (1 point); A - agree (2); N - neutral (3); D - disagree (4); SD - strongly disagree (5); the mean is out of 5 points; S.D. - standard deviation

Perceived Learning Cronbach’s Alpha=0.90 Questions SA A N D SD Mean S.D. # I learned from making up questions 27.9% 36.1% 20.5% 9.8% 5.7% 2.30 1.15 122 I learned from grading other students solutions 34.4% 18.0% 6.6% 4.9% 2.10 1.12 I learned from reading other people’s entries 37.7% 14.8% 8.2% 3.3% 2.03 1.08 My skill in critical thinking was increased. 19.7% 42.6% 32.8% 1.6% 2.25 0.87 My ability to integrate facts and develop generalizations improved 23.0% 41.8% 31.1% 2.5% 2.18 I was stimulated to do additional reading. 27.0% 35.2% 25.4% 9.0% 2.26 1.06 I learned to value other points of view 33.6% 45.1% 16.4% 1.94 0.88

Recommendation: Do Again! Question SA A N D SD Mean S.D. # Would you recommend in the future that this course uses PL? 44.3% 41.0% 8.2% 4.1% 2.5% 1.80 0.94 122

Student Comments I felt that in creating questions, I had to learn more and understand the concept correctly to be able to make a question that would help someone else learn. It makes the students get involved and actually read the material. It got the students involved in creating their own questions and answers. I believe it made the student really get into a certain part of study instead of glancing over everything just to answer a quiz. Looking at others papers make a students understand how to answer the question even better than the first time. I liked the overall approach of the system and how we had more than one grader, sometimes involving a third person having to resolve a grade, which is a very fair approach of grading someone else's work and assigning a fair grade. When presenting read 1, 2 and last part of 5

Student Comments I would use the [PL] approach because it allows students to dispute grades, and find ways to improve the work flow by taking advice from other students/graders. I learnt working with others. Also taking the responsibility by making questions and grading. It was a good learning experience. Grading other peoples responses is a good way to learn. It was more interactive and better learning experience than normal quizzes. It actually made me learned stuff. I didn't just answer questions and called it a day. When presenting read 3, 5

Instructor Comments I think they learned both in the sense that in order to ask a question, they need to have some mastery of the material, and then I was impressed with how seriously they took with grading the other students. And I think that also requires them to really master the material in a way that is different than if they are just taking the class and know that at some point they are going to have to either answer my essay questions or my exam questions. I think it makes them more engaged with the material. The kind of questions that I see them asking really shows that they’ve thought about the material beyond just what they’ve read…A lot of the questions they asked really involve them having thought about some kind of scenario and asking the other students what would you do in the scenario given what the chapter says.

Instructor Comments, cont. I think the students working on the problems, creation and problem solving, and especially they can look at the solutions of other students, and maybe mistakes made by other students, are really helpful for them to learn, because they can have more opportunities to learn, not only from the textbook, but also from other students. If you create problems, if you grade other students’ homework, it seems that these activities give students more chances to practice to learn. In the section that we are using [participatory learning, in the recitations] the students seem to be more actively engaging… When I give them questions, they tend to give me more feedback than the [non participatory learning section] students. They are just more active [in discussion].

Possible Problem Structures… About Participatory Learning (PL) Experience in classes 2014-2017 & demo Motivation & Theoretical Background Experimental Results Possible Problem Structures Exercise: Applying PL Interesting Issues Future Work & Invitation to Collaborate

Some Possible Problem Structures Create Problem Revise Problem Solve Problem Grade Solution (x2) Consolidate Grades Dispute Grade Resolve Dispute

Create Ethical Dilemma Create Problem Create Company Revise Problem Revise Company 2 stage problem Solve Problem Create Ethical Dilemma Grade Solution (x2) Revise Dilemma Consolidate Grades Solve Problem Dispute Grade Grade Solution (x2) Resolve Dispute Consolidate Grades Dispute Grade Resolve Dispute

Grade quality of company, dilemma & solution Create Company Revise Company Grade Company Create Ethical Dilemma Dispute Grade Revise Dilemma Resolve Dispute Solve Co’s Dilemma Grade Solution (x2) Grade Dilemma Prof. Hetherington has requested this for PHIL 334 Consolidate Grades Dispute Grade Dispute Grade Resolve Dispute Resolve Dispute

Semester Project Grade quality of report. Get critiques of proposal (for revision) and final presentation. Craft Science Topic Revise Topic Develop Proposal Proposal Feedback (x3) Project Report Consolidate Feedback Class Presentation Revise Proposal Presentation Critiques (x5) Consolidate Critiques Grade Report (x3) Dispute Grade Resolve Dispute

Student 1 (S1) creates scenario Craft Scenario (S1) Student 1 (S1) creates scenario S2 analyzes scenario S1 creates video of analysis, which is critiqued, revised & graded Analyze Scenario (S2) Create Video of Analysis (S1) Video Feedback (x3 - S) Consolidate Feedback (S) Instructor Feedback Revise Video of Analysis (S1) Prof. Lipuma has suggested this structure for ENG 340: Oral Presentations Grade Video (x2 - S) Dispute Grade (S1) Resolve Dispute

Student 1 (S1) creates scenario Craft Scenario (S1) Student 1 (S1) creates scenario S2 analyzes scenario S1 creates video of analysis, which is critiqued, revised & graded Analyze Scenario (S2) Create Video of Analysis (S1) Video Feedback (x3 - S) Consolidate Feedback (S) Instructor Feedback Instructor Critiqe Revise Video of Analysis (S1) Just a reminder that students should be able to learn by viewing everything their peers have done. Grade Video (x2 - S) Read Everything Dispute Grade (S1) Resolve Dispute

Time to Apply PL… About Participatory Learning (PL) Experience in classes 2014-2017 & demo Motivation & Theoretical Background Experimental Results Possible Problem Structures Exercise: Applying PL Interesting Issues Future Work & Invitation to Collaborate

Exercise: How could you use PL? Subjects? STEM, Humanities, Ed, Professions Types? homework, labs, discussion, papers, longer projects, quizzes, exams Structures? Grade problem/assessment, commenting, multi-part problems Exercise: Pick a subject, activity typet. How would you design PL for this? What structure would you use?

Where Could We Use PL? Levels? K-12, CC, UG, grad, vocational, profs Subjects? STEM, Humanities, Ed, Professions Types? homework, labs, discussion, papers, longer projects, quizzes, exams Size? small classes ↔ MOOCs? Informal Learning? hackathon, study groups Structures? Grade problem/assessment, commenting, multi-part problems Exercise: Pick a level, subject, activity type, and environment. How would you design PL for your selection? What structure would you use?

Participatory Learning Issues Scaffolds, e.g., effective rubrics Fostering good arguments Higher levels of learning Calibration: learning each skill Groups Anonymity / Avatars Learning interpersonal skills Gaming: badges, leaderboard, roles Trusting Peers Interest in “uninteresting subjects” Motivating articulation / further education Students with challenges Create Problem Revise Problem Solve Problem Read Everything Grade Solution (x2) Consolidate Grades Dispute Grade All sorts of interesting research issues and opportunities… Exercise: Pick an issue and discuss how could PL address that issue? Resolve Dispute

Wrapping Up… About Participatory Learning (PL) Experience in classes 2014-2017 & demo Motivation & Theoretical Background Experimental Results Possible Problem Structures Exercise: Applying PL Interesting Issues Future Work & Invitation to Collaborate

Future Work Experimenting with different aspects of PL Researching and exploring the issues Collaborating with different courses & learning environments With you??? Looking for collaboration!  

Participatory Learning Create Problem Invitation to Collaborate! bieber@njit.edu web.njit.edu/~bieber For more on PL: web.njit.edu/~bieber/pl Revise Problem Solve Problem Read Everything Grade Solution (x2) Consolidate Grades Dispute Grade I’d like to work with people in various fields to try engaging their students to deepen learning with PL in their courses, and also looking for research collaboration on some of these very interesting issues. Resolve Dispute

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