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Comparison of Mechanical Aptitude, Prior Experiences, and Engineering Attitude for Male and Female Mechanical Engineering Students Michele Miller, Anna Pereira, and Ben Mitchell Mechanical Engineering
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Outline Introduction Mechanical Aptitude Measures Role of Prior Experiences Attitudes About Engineering Conclusions and Future Work
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Introduction We’re studying hands-on ability what it is why it is important how to measure it where it comes from whether it predicts interest in engineering and who will study engineering how to teach it
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“Hands-On Ability” Engineering Attitude Prior Experiences
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What is Hands-On Ability? Practical ingenuity (NAE) Tinkering ability (Baker, et al.) “The use of tangible items (tools, machines, equipment, etc.) with a mental understanding (theoretical and practical) in the physical world to accomplish a task (fix, create, problem solve, build, etc.)”
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Measures Paper and pencil mechanical aptitude test Gears, valves, mechanisms Mechanical trades exam 16 questions, 10-20 minutes to complete
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Sample MAT Question In Figure 1, the threaded block can slide in the slot but cannot revolve. If the hand wheel is turned 20 revolutions clockwise, the threaded block will move (A) I inch to the left (B) a 1/2 inch to the left (C) I inch to the right (D) a 1/2 inch to the right
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Measures Paper and pencil mechanical aptitude test Gears, valves, mechanisms Mechanical trades exam 16 questions, 10-20 minutes to complete Observations of students doing hands-on tasks Videotape and code actions Rate expertise level
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Hands-On Tasks
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Measures Paper and pencil mechanical aptitude test Gears, valves, mechanisms Mechanical trades exam 16 questions, 10-20 minutes to complete Observations of students doing hands-on tasks Videotape and code actions Rate expertise level Online physics games
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Physics Games Fantastic Contraption game
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Sample Sizes
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Mechanical Aptitude Measures Academic Performance Indicators MAT correlated weakly to GPA and ACT Math and Science Hands-on expertise did not correlate with any of the academic performance indicators One of the physics games correlated weakly with ACT English and Science
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Mechanical Aptitude Measures – Gender Comparison
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Role of Prior Experiences Prior experience questionnaire –version 1 (PEQ1) 147 items Adapted from Deno’s Spatial Experience Inventory Pre-school to post-high school activities Never-Seldom-Occasionally-Frequently Prior experience questionnaire-version 2 (PEQ2) Eleven experiences Detailed information about the number of hours
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Mechanical Aptitude Test Prior Experiences Top Correlating Activities for Males M/HS: target shooting HS: woodworking courses M/HS: used hand tools M/HS: canoeing postHS: repaired automobiles, toys, bicycles, equipment, motorcycles etc. M/HS: used power tools postHS hours: Tech classes post HS: electronics courses M/HS: archery M/HS: repaired equipment M/HS: marching band postHS hours: used power tools Total hours: repaired automobiles, toys, bicycles, equipment, motorcycles etc. HS: small engines courses
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Mechanical Aptitude Test Prior Experiences Top Correlating Activities for Females post HS: mfg tech courses M/HS: camping HS: physics courses ES: instrumental music M/HS: operate machinery post HS: hydraulics/pneumatics courses post HS: metalworking M/HS: read blueprints ES: worked puzzles M/HS: scouting MS: construction courses Top Correlating Activities for Males M/HS: target shooting HS: woodworking courses M/HS: used hand tools M/HS: canoeing postHS: repaired automobiles, toys, bicycles, equipment, motorcycles etc. M/HS: used power tools postHS hours: Tech classes post HS: electronics courses M/HS: archery M/HS: repaired equipment M/HS: marching band postHS hours: used power tools Total hours: repaired automobiles, toys, bicycles, equipment, motorcycles etc. HS: small engines courses
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Mechanical Aptitude Measures Prior Experiences Top Correlating Activities for Females post HS: mfg tech courses M/HS: camping HS: physics courses ES: instrumental music M/HS: operate machinery post HS: hydraulics/pneumatics courses post HS: metalworking M/HS: read blueprints ES: worked puzzles M/HS: scouting MS: construction courses Key: Top Correlating Activities for Males M/HS: target shooting HS: woodworking courses M/HS: used hand tools M/HS: canoeing postHS: repaired automobiles, toys, bicycles, equipment, motorcycles etc. M/HS: used power tools postHS hours: Tech classes post HS: electronics courses M/HS: archery M/HS: repaired equipment M/HS: marching band postHS hours: used power tools Total hours: repaired automobiles, toys, bicycles, equipment, motorcycles etc. HS: small engines courses
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Gender Differences in Relevant Prior Experiences
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ActivityMaleFemalep Worked construction (median total hours) 7240.0000 Repaired automobiles, toys, … (median total hours) 32629 0.0000 Repaired automobiles, toys, … (median post HS hours) 724 0.0001 Used power tools (median total hours) 483.5820.0002 Target shooting (median total hours) 354 0.001 Used hand tools (median M&HS frequency) frequentlyoccasionally0.0012 Repaired equipment (median M&HS frequency) occasionallynever0.0018 Target shooting (median frequency) seldomnever0.0263
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Attitude Toward Engineering Pittsburgh Freshman Engineering Attitude Survey (EAS1) 50 items 13 factors including: general impression of engineering, perception of how engineers contribute to society, and confidence in engineering knowledge and skills Engineering Attitude Survey-version 2 (EAS2) 35 questions total 29 questions from EAS1 plus 6 questions from Arizona State tinkering self-efficacy questionnaire
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Is there a relationship between hands-on ability and interest in engineering?
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Prior experiences that correlate most closely with a high “general impression of engineering” Repaired equipment Bicycling Carpentry Product design courses CAD courses and mechanical drawing
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Statistically Significant Gender Differences in Attitude Items Attitude statementMaleFemalep I have the knowledge and technical skills to create mechanisms or devices. 43 0 I enjoy figuring out how things work.540.0054 I can troubleshoot technical problems. 430.0001 When I look at something, I cannot imagine how it works. 120.0314 median values 1=strongly disagree….5=strongly agree
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Conclusions Male and female mechanical engineering students bring different prior experiences with them to college Male students have spent more time doing the activities that correlate most with higher mechanical aptitude test scores Male students have higher self-ratings of their abilities to create mechanisms, to figure out how things work, and to troubleshoot Male students “enjoy figuring out how things work” more than female students
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Conclusions In 2009, women received 11.4% of mechanical engineering degrees in the US Is mechanical engineering similar to these other male dominated professions? auto mechanics – 1.6% women carpenters – 1.5% machinists – 6.9%
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Future Work Develop a better test of “hands-on ability” Examine how hands-on ability, prior experiences, and attitude items relate to a student’s decision to study mechanical engineering Investigate the factors that lead to enjoyment in figuring out how things work, in tinkering, … Create and assess improved learning experiences for teaching hands-on ability
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Acknowledgments Funding from National Science Foundation, grant no. EEC-0835987
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Thank You! Questions?
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