The Test of Economic Literacy Content, Development,Uses William Walstad, Professor of Economics University of Nebraska-Lincoln Webinar: November 13, 2013 Objectives for Webinar Describe the TEL content Explain the TEL development Present the TEL national results Suggest ways to use TEL Help you obtain a TEL copy Examiner’s Manual Test forms TEL Content For high school (grades 10-12) Multiple-choice test Classroom test 45 items on each form two parallel forms (A and B) Basic economics AP/honors economics Based on CEE content standards TABLE 1: Distribution of TEL Items by Economics Standards Form A Standard with selected key concepts Form B Items Total Items Total 1, 2, 3 3 1, 2, 3 3 4 1 4 1 3. Economic systems and allocation 5, 6 2 5, 6 2 4. Economic incentives—prices, wage, profits, 7, 8 2 7, 8 2 5. Voluntary exchange and trade 9, 10 2 9, 10 2 6. Specialization and comparative advantage 11, 12 2 11, 12 2 7. Markets and prices 13, 14 2 13, 14 2 8. Supply and demand 15, 16, 17 3 15, 16, 17 3 9. Competition 18, 19, 20 3 18, 19, 20 3 21, 22 2 21, 22 2 23, 24, 25 3 23, 24, 25 3 12. Interest rates 26, 27 2 26, 27 2 13. Labor markets and income 28, 29 2 28, 29 2 30 1 30 1 15. Physical and human capital investment 31, 32 2 31, 32 2 16. Economic role of government 33, 34 2 33, 34 2 17. Government failure, special interest groups 35 1 35 1 18. Output, income, employment, and price lev. 36, 37, 38, 39, 40 5 36, 37, 38, 39, 40 5 19. Unemployment and inflation 41, 42 2 41, 42 2 20. Fiscal and monetary policy 43, 44, 45 3 43, 44, 45 3 1. Scarcity, choice, productive resources 2. Decision-making, marginal analysis 10. Economic institutions 11. Money and inflation 14. Entrepreneurship Total Number of Questions 45 45 Item & Rationale ITEM 1. The opportunity cost of a new city park is the RATIONALE The opportunity cost of producing a good or service is the next best alternative good or service that might have been produced with the A. cost of staff and maintenance for the same resources. In other words, opportunity park. B. increased congestion from traffic around cost refers to what is forgone once money or resources are used for a specific purpose. the park. C. best alternative use of resources given [1/4/5] up for the park. [Code for bracket item: Standard / Grade D. lack of personal incentive for people to Level / Benchmark (CEE, 2010)] take care of a public park. Parallel Items (A & B) 1. The opportunity cost of a The opportunity cost of a new new public high school is the city park is the A. money cost of hiring teachers for the new school. B. cost of constructing the new school at a later date. C. change in the annual tax rate to pay for the new school. D. other goods and services that must be given up for the new school. A. cost of staff and maintenance for the park. B. increased congestion from traffic around the park. C. best alternative use of resources given up for the park. D. lack of personal incentive for people to take care of a public park. Cognitive Levels Knowledge (recognition and recall) Comprehension (understand the meaning) Application (apply concepts or doing analysis) Cognitive Level Distribution Knowledge………. 13% Comprehension…… 31% Application……… 56% Table 1: Content & Cognitive Levels Standard with selected key concepts Form A Know Comp 1. Scarcity, choice, productive resources 2, 3 2. Decision-making, marginal analysis 3. Economic systems and allocation mechanisms 4. Economic incentives—prices, wage, profits, etc. App Total 1 3 4 1 5, 6 7 2 8 2 5. Voluntary exchange and trade 9, 10 2 6. Specialization and comparative advantage 11, 12 2 7. Markets and prices 13, 14 15, 16, 17 18, 19 2 8. Supply and demand 9. Competition 10. Economic institutions 11. Money and inflation 12. Interest rates 13. Labor markets and income 14. Entrepreneurship 22 25 20 21 23 28 30 24 26, 27 29 3 3 2 3 2 2 1 15. Physical and human capital investment 32 31 2 16. Economic role of government 33 34 2 35 1 40 5 2 3 45 100.0 17. Government failure, special interest groups 18. Output, income, employment, & price level 19. Unemployment and inflation 20. Fiscal and monetary policy Total Number of Questions…………….......... Percent of Total…………………………… 36, 37 38, 39 41 44 6 14 42 43, 45 25 13.3 31.1 55.6 Test Development: Preparation review and rate existing items (good base– 3 editions) develop new test items conduct a field test prepare norming version Timeline (2011-2012) Spring-Summer 2011 Prepare new test questions Fall 2011 Field test Prepare final norming version Administer norming version Winter 2012 Administer norming version Spring 2012 Administer norming version-posttest Summer 2012 Data analysis and write manual Test Results Overall statistics Total (with and without econ) Basic (with and without econ) Advanced (with and without econ) Percentile norms Item difficulty & discrimination Construct validity data Aggregate Statistics for TEL Norming Sample Form A Form B Sample Size Number of Students 3,682 3,686 Percent with Economics 50 49 Reliability Coefficient alpha Means .91 .90 Overall 23.32 23.17 [A = 3,682; B = 3,686] With Economics [A = 1,829; B = 1,816] Without Economics [A = 1,853; B = 1,870] (9.70) 27.03 (9.77) 19.09 (8.12) (9.29) 27.03 (9.30) 19.43 (7.60) Notes: (1) Sample sizes are in brackets. (2) Standard deviations are in parentheses. (3) Also data for basic and advanced Percentile Norms With Economics Without Economics Raw Score Basic Advanced Basic Advanced (n = 1,494) (n = 335) (n= 1,702) (n = 151) 45 44 43 42 41 99 98 99 98 92 85 79 99 98 40 39 38 37 36 97 95 93 90 87 71 64 59 54 47 99 98 97 97 97 96 94 92 35 34 33 32 31 84 81 77 73 70 43 39 35 33 27 97 96 94 93 92 87 83 78 76 72 30 67 25 90 68 Item Discrimination and Percentage of Correct Responses Corrected Item–Total Correct Correlation Answer (n = 3,682) Item Percent Correct With Economics (n = 1,829) Without Economics (n = 1,853) 1 2 3 D B C .46 .46 .47 61.8 57.4 72.0 34.5 32.5 49.0 4 5† 6 7† 8 9 10 D B C A C A C .40 .37 .45 .47 .39 .31 .43 50.0 55.6 77.6 70.4 54.2 55.2 70.0 36.9 39.7 50.2 44.6 42.3 45.8 57.4 Percentage Response to Each Alternative Item 1 2 3 4 5† 6 7† 8 9 10 A 15 18 8 8 8 12 57* 14 50* 10 B 13 45* 12 12 48* 10 8 17 39 15 C 20 20 60* 34 17 64* 18 48* 5 64* D Blank 48* 4 13 5 15 5 43* 4 20 7 10 4 12 4 18 4 4 3 7 5 Test Validity Content validity: Based on Voluntary National Content Standards in Economics (CEE, 2010) Construct validity: Expected differences with and without economics Descriptive Statistics (with and without econ) Gender Grade level Race/ethnicity Verbal ability Communication skills School size Student/teacher ratio Percent free lunch Type of community Region Descriptive Statistics Within the Total Norming Sample: TEL Form A With Economics Without Economics Mean Std. Dev. Number Mean Std. Dev. Number By gender Female 26.17 9.43 893 18.89 7.70 942 Male 27.82 10.02 936 20.51 8.46 911 By grade level Grade 9 Grade 10 Grade 11 25.65 24.26 25.90 9.62 10.00 10.03 178 87 391 18.46 17.92 19.20 7.86 7.27 7.67 194 241 475 Grade 12 27.80 9.60 1,773 20.63 8.48 943 21.34 9.72 83 15.98 6.60 278 33.45 27.28 24.61 17.92 26.87 9.13 9.55 8.95 9.06 10.04 131 1,343 171 13 15 22.19 20.78 17.79 15.50 18.09 8.28 8.24 7.44 7.99 4.13 78 1,219 191 14 11 24.34 9.74 73 18.63 7.92 62 19.09 22.24 6.73 8.32 434 602 14.89 19.02 5.47 6.87 575 631 28.90 9.31 793 24.59 8.45 647 27.15 9.84 1,690 19.89 8.12 1,683 26.32 8.98 28 17.56 8.53 36 25.19 8.70 111 17.73 7.74 134 By race/origin African American/black Asian Caucasian/white Hispanic Native American Pacific Islander Other By verbal ability level Low Middle High By communication skills Best in English Best in another language Equal in English and another language With Economics Mean Std. Number Dev. Without Economics Mean Std. Number Dev. 26.54 9.59 939 19.51 7.98 1,054 28.18 9.68 824 20.26 8.46 688 By student/teacher ratio 17 to 1 or less More than 17 to 1 27.87 27.00 9.79 9.58 642 1,121 20.18 19.63 8.29 8.10 690 1,041 By % free lunch 17 or less More than 17 28.45 24.71 9.55 9.14 976 616 21.60 18.46 8.12 7.81 591 950 By type of community City Suburb Town Rural 27.70 27.12 26.71 26.75 8.85 10.55 8.83 9.17 371 638 311 413 20.67 19.82 18.51 19.38 8.34 8.11 7.75 8.15 544 487 305 436 By region Northeast Midwest South West 27.24 26.32 29.17 27.03 9.07 9.88 9.65 9.55 91 995 312 431 16.11 20.62 18.37 19.83 6.01 8.23 7.70 8.41 63 947 538 305 All students 27.02 9.77 1,829 19.68 8.12 1,853 By school size Fewer than 1,500 students 1,500 or more students Uses of the TEL Overall test Pretest only (knowledge) Posttest only (knowledge) Posttest—Pretest (learning) Comparative Norms—national data Item analysis Item rationales Right and wrong answers Explain why item is correct Reports and evaluations For more test information: TEL Examiner’s manual Thank You!