Assessment Using Online Assignment Management Systems Glenn Ledder Department of Mathematics University of Nebraska-Lincoln gledder@math.unl.edu Assessment Using Online Assignment Management Systems 1. Defining the terms 2. OAM advantages and disadvantages 3. Low-maintenance administration 4. Accurate and reproducible results 5. Getting meaningful results Defining the Terms “Assessment” • Conflicting meanings “Assessment” • Conflicting meanings – General meaning: measuring academic success in any context “Assessment” • Conflicting meanings – General meaning: measuring academic success in any context – Specific meaning: measuring academic success in a broad context “Assessment” • Conflicting meanings – General meaning: measuring academic success in any context – Specific meaning: measuring academic success in a broad context (larger than a single course) Assessment vs Evaluation • Dictionary definition: – “assess”: to determine the importance, size, or value of – “evaluate”: to determine or fix the value of Assessment vs Evaluation • Dictionary definition: – “assess”: to determine the importance, size, or value of – “evaluate”: to determine or fix the value of • Connotation: – “assessment” usually emphasizes the making of summary judgments – “evaluation” usually emphasizes the measurement of quantitative value Assessment vs Evaluation • Assessment: – measuring knowledge and understanding • Evaluation: – measuring achievement Assessment vs Evaluation • Assessment: – measuring knowledge and understanding – used for placement • Evaluation: – measuring achievement – used to determine course grades Assessment vs Evaluation • Assessment: – measuring knowledge and understanding – used for placement • Evaluation: – measuring achievement – used to determine course grades • Test: an instrument used for assessment, evaluation, or both OAM Advantages and Disadvantages OAM Advantages/Disadvantages + Immediate grading (no wait for grading or machine scoring) OAM Advantages/Disadvantages + Immediate grading + General purpose testing center (no need for direct faculty involvement) OAM Advantages/Disadvantages + Immediate grading + General purpose testing center – Administrative difficulties (How do you maintain the database?) OAM Advantages/Disadvantages + Immediate grading + General purpose testing center – Administrative difficulties + Algorithmic Q’s and symbolic A’s (individual answers, no prompts) OAM Advantages/Disadvantages + Immediate grading + General purpose testing center – Administrative difficulties + Algorithmic Q’s and symbolic A’s – Difficulties in writing questions (How to avoid tricky, picky, sticky?) Low-Maintenance Administration Low-Maintenance Administration • Lots of instructors and proctors – Should require minimal knowledge Low-Maintenance Administration • Lots of instructors and proctors – Should require minimal knowledge • One or two faculty manage the system – Should require minimal time Low-Maintenance Administration • Lots of instructors and proctors – Should require minimal knowledge • One or two faculty manage the system – Should require minimal time • Questions are “permanent.” • Student records are “transient.” The Math 106 EDU folder structure 106 COURSE •Question banks •Gateway exam •Practice assignments The 106 COURSE data is “permanent.” The only regular changes are to the Gateway exam dates. Maintained by faculty manager. The Math 106 EDU folder structure 106 COURSE •Question banks •Gateway exam •Practice assignments The 106 COURSE data is “permanent.” The only regular changes are to the Gateway exam dates. Maintained by faculty manager. 106 CLASS •Question banks •Gateway exam •Practice assignments •Student records Students register for their own 106 CLASS. Tests are inherited. Student records are local. Maintained by individual instructors/proctors. Accurate and Reproducible Results Reproducibility • Tests should measure something. – The test has to yield consistent results in multiple administrations for a single student. Reproducibility • Tests should measure something. – The test has to yield consistent results in multiple administrations for a single student. • But questions must change when a test is given at different times. – This is especially important for evaluations. Reproducibility • Use template problems to get a great variety of answers. • Use template problems to get uniformity of content and difficulty. • Group problems into categories that are consistent in content and difficulty. The Math 106 Gateway Exam 10 questions, 8 correct to pass 1. Elementary functions: xn, sin(ax), cos(ax), tan(ax), eax, ln x, nx 2. Products 3. Quotients 4. Compositions 5. Compositions of compositions 6. Products with a composite factor 7. Compositions of products 8. Quotients with an embedded composition 9. Quotients with an embedded product 10. Functions defined by equations Category 4 - Compositions A, C, N > 0; B ≠ 0; K ≠ 0, 1; The algorithm chooses 5 random integers satisfying certain requirements. Category 4 - Compositions A, C, N > 0; B ≠ 0; K ≠ 0, 1; X = t, u, v, w, x, y, z; The algorithm randomly chooses an independent variable. Category 4 - Compositions X = t, u, v, w, x, y, z; A,C,N>0; B≠0; K≠0,1 P = XN+B, XN+BX Q = AXN+B, AXN+BX, sqrt(X)+B S = sin AX, cos AX, tan AX T = e -CX+B, eKX+BX U = Ae -CX+B, AeKX+BX, A ln X, ANX The algorithm randomly creates functions P, Q, S, T, U, using some of the chosen integers. Category 4 - Compositions X = t, u, v, w, x, y, z; A,C,N>0; B≠0; K≠0,1 P = XN+B, XN+BX Q = AXN+B, AXN+BX, sqrt(X)+B S = sin AX, cos AX, tan AX T = e -CX+B, eKX+BX U = Ae -CX+B, AeKX+BX, A ln X, ANX F1 = sqrt(P), sqrt(S), sqrt(T) F2 = SN, TN F3 = ln Q, ln CS F4 = eQ, eCS F5 = sin Q, cos Q, sin U, cos U The algorithm chooses one of 5 functions based on prior elements. There are 38 templates, each with 7 independent variables and at least one parameter Reproducibility • Tests should measure something. – The test has to yield consistent results in multiple administrations for a single student. Accuracy • Tests should measure what they were intended to measure. Accuracy • Tests should measure what they were intended to measure. – Questions should have to be done right to be counted right. Accuracy • Tests should measure what they were intended to measure. – Questions should have to be done right to be counted right. – Students who can do what the test is supposed to measure should get a good score. Counted right → Done right • Savvy test takers can do well on multiple choice tests even when they don’t understand the material. Counted right → Done right • Savvy test takers can do well on multiple choice tests even when they don’t understand the material. • For calculations, students should have to type in the answer. Counted right → Done right • Savvy test takers can do well on multiple choice tests even when they don’t understand the material. • For calculations, students should have to type in the answer. • For conceptual questions, use multiple selection. (Which of the following…) Can do → Good score • Tricky: Misinterpretation or small mistakes account for many wrong answers. Can do → Good score • Tricky: Misinterpretation or small mistakes account for many wrong answers. Find the derivative of cose2x and Find the derivative of e-2 cos x are tricky Can do → Good score • Tricky: Misinterpretation or small mistakes account for many wrong answers. Find the derivative of cose2x and Find the derivative of e-2 cos x are tricky, compared to Find the derivative of e2 cos x Can do → Good score • Tricky: Misinterpretation or small mistakes account for many wrong answers. Find the derivative of cose2x and Find the derivative of e-2 cos x are tricky, compared to Find the derivative of e2 cos x The problem is meant to test the chain rule, not elementary algebra. Can do → Good score • Picky: Too many details connect minor errors with wrong answers. Find the derivative of cos2(2x+3)+ 4 sin x. Find the derivative of 5-2x x 4 cos ( 2 x e ). Can do → Good score • Picky: Too many details connect minor errors with wrong answers. Find the derivative of cos2(2x+3)+ 4 sin x. Find the derivative of cos2(2x+3). Find the derivative of 5-2x x 4 cos Find the derivative of 5 x e cos ( ( 2 x e 2 x e ). ). Can do → Good score • Picky: Too many details connect minor errors with wrong answers. Find the derivative of cos2(2x+3)+ 4 sin x. Find the derivative of cos2(2x+3). Find the derivative of 5-2x x 4 cos Find the derivative of 5 x e cos ( ( 2 x e 2 x e ). ). The simpler problems are hard enough. Can do → Good score • Sticky: Difficulties in transferring answer from paper to computer. 2 2x Find the derivative of —–. x+3 2 4x(x+3)-2x ———— (x+3)2 Can do → Good score • Sticky: Difficulties in transferring answer from paper to computer. 2 2x Find the derivative of —–. x+3 2x2 Find the derivative of —– at x = 2. x+3 2 4x(x+3)-2x ———— (x+3)2 32 — 25 Can do → Good score • Sticky: Difficulties in transferring answer from paper to computer. 2 2x Find the derivative of —–. x+3 2x2 Find the derivative of —– at x = 2. x+3 2 4x(x+3)-2x ———— (x+3)2 32 — 25 2 2x Type 4x(x+3)-2x2 / (x+3)2, get 4x(x+3)- ———2 (x+3) Getting Meaningful Results Accuracy • Tests should measure what they were intended to measure. Getting Meaningful Results • Tests should measure what they were intended to measure. • What should OAM evaluations and assessments be intended to measure? Don’t give up paper evaluations Don’t give up paper evaluations • Use paper exams for questions that demand partial credit and questions where the answer is an integral, a graph, or an explanation. Don’t give up paper evaluations • Use paper exams for questions that demand partial credit and questions where the answer is an integral, a graph, or an explanation. • Use OAM evaluation for routine computations and basic concepts. Don’t give up paper evaluations • Use paper exams for questions that demand partial credit and questions where the answer is an integral, a graph, or an explanation. • Use OAM evaluation for routine computations and basic concepts. • Testing takes time and effort. Decide what is important and then create the test to match. • Set high standards and allow retakes. Do give up paper assessments Do give up paper assessments • Assess routine computations and basic concepts. Do give up paper assessments • Assess routine computations and basic concepts. • Expect very few retakes. Qualified students should pass on the first try. • Provide necessary formulas online or as a printed supplement. Test conceptual understanding and knowledge, not memory for trivia.