How to Create Automatically Graded Spreadsheets for Statistics Courses

Instructors often use spreadsheet software (e.g., Microsoft Excel) in their statistics courses so that students can gain experience conducting computerized analyses. Unfortunately, students tend to make several predictable errors when programming spreadsheets. Without immediate feedback, programming...

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Vydané v:Teaching of psychology Ročník 43; číslo 2; s. 147 - 152
Hlavný autor: LoSchiavo, Frank M.
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Los Angeles, CA SAGE Publications 01.04.2016
Taylor & Francis Ltd
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ISSN:0098-6283, 1532-2802, 1532-8023
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Abstract Instructors often use spreadsheet software (e.g., Microsoft Excel) in their statistics courses so that students can gain experience conducting computerized analyses. Unfortunately, students tend to make several predictable errors when programming spreadsheets. Without immediate feedback, programming errors are likely to go undetected, and as a result, students will likely encounter difficulty mastering this new skill. In this article, I share techniques for creating spreadsheets that grade themselves either by providing immediate feedback or by delaying feedback until instructors have completed necessary evaluations of student performance. Students prefer automatically graded spreadsheets to more traditional methods for checking answers, and in the long run, automatically graded spreadsheets can save instructors’ valuable time. Furthermore, the techniques that I discuss can be adapted to create automatically graded assignments for other courses.
AbstractList Instructors often use spreadsheet software (e.g., Microsoft Excel) in their statistics courses so that students can gain experience conducting computerized analyses. Unfortunately, students tend to make several predictable errors when programming spreadsheets. Without immediate feedback, programming errors are likely to go undetected, and as a result, students will likely encounter difficulty mastering this new skill. In this article, I share techniques for creating spreadsheets that grade themselves either by providing immediate feedback or by delaying feedback until instructors have completed necessary evaluations of student performance. Students prefer automatically graded spreadsheets to more traditional methods for checking answers, and in the long run, automatically graded spreadsheets can save instructors’ valuable time. Furthermore, the techniques that I discuss can be adapted to create automatically graded assignments for other courses.
Author LoSchiavo, Frank M.
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10.1177/0956797610363541
10.1207/s15328023top3102_9
10.1111/j.1467-9639.1996.tb00849.x
10.1207/s15328023top0402_3
10.1177/009862839402100318
10.1007/BF03395451
10.1207/s15328023top3203_12
10.1207/s15328023top1202_17
10.1007/BF03395423
10.1207/s15328023top2203_14
10.1207/s15328023top1603_12
10.1207/S15328023TOP2804_11
10.1207/s15328023top1904_15
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10.1111/1467-8721.ep10772989
10.1111/1467-9639.00089
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References Masip, Garrido, Herrero, Ullan, Conde 2012; 39
Griffiths 2004; 21
Goldstein, Strube 1995; 22
Baker 2005; 2
Baker, Sugden 2003; 1
Gregory 1977; 4
Kettle, Haubl 2010; 21
Epstein, Lazarus, Calvano, Matthews, Hendel, Epstein, Brosvic 2002; 52
Dermer 2004; 31
Montepare 2005; 18
Ezell, Johnson, Rice 2007; 34
Pettijohn 1985; 12
Prvan, Reid, Petocz 2002; 24
Warner, Meehan 2001; 4
Beins 1989; 16
Goernert 1994; 21
Dihoff, Brosvic, Epstein 2003; 53
Hunt 1996; 17
Davis 1997; 25
Skinner 1958; 128
Bradley 2003; 22
Renner 2004; 31
Fenesi, Sana, Kim 2014; 41
Kluger, DeNisi 1998; 7
Raffle, Brooks 2005; 32
Pittenger 1992; 19
Abramovich 2007; 2
Abramovich, Sugden 2005; 1
bibr12-0098628316636293
bibr25-0098628316636293
bibr17-0098628316636293
bibr8-0098628316636293
bibr9-0098628316636293
bibr20-0098628316636293
Griffiths R. (bibr16-0098628316636293) 2004; 21
bibr18-0098628316636293
bibr24-0098628316636293
bibr5-0098628316636293
bibr27-0098628316636293
bibr15-0098628316636293
Montepare J. M. (bibr21-0098628316636293) 2005; 18
bibr19-0098628316636293
Bradley H. (bibr6-0098628316636293) 2003; 22
Davis P. (bibr7-0098628316636293) 1997; 25
bibr23-0098628316636293
bibr10-0098628316636293
bibr14-0098628316636293
bibr28-0098628316636293
Abramovich S. (bibr2-0098628316636293) 2005; 1
bibr22-0098628316636293
Baker J. (bibr3-0098628316636293) 2005; 2
Baker J. E. (bibr4-0098628316636293) 2003; 1
Ezell B. (bibr11-0098628316636293) 2007; 34
bibr26-0098628316636293
Abramovich S. (bibr1-0098628316636293) 2007; 2
bibr13-0098628316636293
References_xml – volume: 22
  start-page: 60
  year: 2003
  end-page: 61
  article-title: September). 15 great Excel tips
  publication-title: PC Magazine
– volume: 12
  start-page: 103
  year: 1985
  end-page: 104
  article-title: Development of a computer tutoring and testing program for the general psychology course
  publication-title: Teaching of Psychology
– volume: 1
  start-page: 104
  year: 2005
  end-page: 124
  article-title: Spreadsheet conditional formatting: An untapped resource for mathematics education
  publication-title: Spreadsheets in Education (eJSiE)
– volume: 4
  start-page: 63
  year: 1977
  end-page: 67
  article-title: Introduction to computer data generators
  publication-title: Teaching of Psychology
– volume: 7
  start-page: 67
  year: 1998
  end-page: 72
  article-title: Feedback interventions: Toward an understanding of a double-edged sword
  publication-title: Current Directions in Psychological Science
– volume: 1
  start-page: 18
  year: 2003
  end-page: 43
  article-title: Spreadsheets in education – The first 25 years
  publication-title: Spreadsheets in Education (eJSiE)
– volume: 52
  start-page: 187
  year: 2002
  end-page: 201
  article-title: Immediate feedback assessment technique promotes learning and corrects inaccurate first responses
  publication-title: The Psychological Record
– volume: 22
  start-page: 205
  year: 1995
  end-page: 206
  article-title: Understanding correlations: Two computer exercises
  publication-title: Teaching of Psychology
– volume: 24
  start-page: 68
  year: 2002
  end-page: 75
  article-title: Statistical laboratories using Minitab, SPSS and Excel: A practical comparison
  publication-title: Teaching Statistics
– volume: 2
  start-page: 177
  year: 2005
  end-page: 193
  article-title: Excel and the Goldbach Comet
  publication-title: Spreadsheets in Education (eJSiE)
– volume: 128
  start-page: 969
  year: 1958
  end-page: 977
  article-title: Teaching machines
  publication-title: Science
– volume: 25
  start-page: 74
  year: 1997
  end-page: 78
  article-title: What computer skills do employers expect from recent college graduates?
  publication-title: THE Journal
– volume: 53
  start-page: 533
  year: 2003
  end-page: 548
  article-title: The role of feedback during academic testing: The delay retention effect revisited
  publication-title: The Psychological Record
– volume: 21
  start-page: 545
  year: 2010
  end-page: 547
  article-title: Motivation by anticipation: Expecting rapid feedback enhances performance
  publication-title: Psychological Science
– volume: 18
  start-page: 35
  year: 2005
  end-page: 36
  article-title: A self-correcting approach to multiple choice tests
  publication-title: APS Observer
– volume: 2
  start-page: 158
  year: 2007
  end-page: 176
  article-title: Uncovering hidden mathematics of the multiplication table using spreadsheets
  publication-title: Spreadsheets in Education (eJSiE)
– volume: 39
  start-page: 137
  year: 2012
  end-page: 141
  article-title: Teaching students about facial composites using the FACES software
  publication-title: Teaching of Psychology
– volume: 19
  start-page: 245
  year: 1992
  end-page: 246
  article-title: Grammatik V: A review
  publication-title: Teaching of Psychology
– volume: 41
  start-page: 135
  year: 2014
  end-page: 143
  article-title: Evaluating the effectiveness of combining the use of corrective feedback and high-level practice questions
  publication-title: Teaching of Psychology
– volume: 21
  start-page: 184
  year: 1994
  end-page: 186
  article-title: MindLab: A software tool for integrating interactive microcomputer exercises into the classroom
  publication-title: Teaching of Psychology
– volume: 31
  start-page: 285
  year: 2004
  end-page: 288
  article-title: Using CHAINS, a QuickBASIC 4.5 program, to teach single-subject experimentation with humans
  publication-title: Teaching of Psychology
– volume: 4
  start-page: 295
  year: 2001
  end-page: 298
  article-title: Microsoft Excel as a tool for teaching basic statistics
  publication-title: Teaching of Psychology
– volume: 34
  start-page: 29
  year: 2007
  end-page: 31
  article-title: Creating interactive Excel learning tools
  publication-title: Learning and Leading with Technology
– volume: 32
  start-page: 193
  year: 2005
  end-page: 195
  article-title: Using Monte Carlo software to teach abstract statistical concepts: A case study
  publication-title: Teaching of Psychology
– volume: 17
  start-page: 1
  year: 1996
  end-page: 3
  article-title: Teaching statistical concepts using spreadsheets
  publication-title: Teaching Statistics
– volume: 16
  start-page: 143
  year: 1989
  end-page: 145
  article-title: A survey of computer use reported in : 1974-1988
  publication-title: Teaching of Psychology
– volume: 21
  start-page: 77
  year: 2004
  article-title: Keep Excel alert
  publication-title: Macworld
– volume: 31
  start-page: 146
  year: 2004
  end-page: 148
  article-title: Learning the Rescorla–Wagner model of Pavlovian conditioning: An interactive simulation
  publication-title: Teaching of Psychology
– volume: 2
  start-page: 158
  year: 2007
  ident: bibr1-0098628316636293
  publication-title: Spreadsheets in Education (eJSiE)
– ident: bibr20-0098628316636293
  doi: 10.1177/0098628312437701
– ident: bibr12-0098628316636293
  doi: 10.1177/0098628314530344
– ident: bibr18-0098628316636293
  doi: 10.1177/0956797610363541
– volume: 2
  start-page: 177
  year: 2005
  ident: bibr3-0098628316636293
  publication-title: Spreadsheets in Education (eJSiE)
– ident: bibr26-0098628316636293
  doi: 10.1207/s15328023top3102_9
– volume: 21
  start-page: 77
  year: 2004
  ident: bibr16-0098628316636293
  publication-title: Macworld
– ident: bibr17-0098628316636293
  doi: 10.1111/j.1467-9639.1996.tb00849.x
– ident: bibr15-0098628316636293
  doi: 10.1207/s15328023top0402_3
– ident: bibr13-0098628316636293
  doi: 10.1177/009862839402100318
– volume: 22
  start-page: 60
  year: 2003
  ident: bibr6-0098628316636293
  publication-title: PC Magazine
– volume: 25
  start-page: 74
  year: 1997
  ident: bibr7-0098628316636293
  publication-title: THE Journal
– ident: bibr9-0098628316636293
  doi: 10.1007/BF03395451
– volume: 1
  start-page: 18
  year: 2003
  ident: bibr4-0098628316636293
  publication-title: Spreadsheets in Education (eJSiE)
– ident: bibr25-0098628316636293
  doi: 10.1207/s15328023top3203_12
– ident: bibr22-0098628316636293
  doi: 10.1207/s15328023top1202_17
– ident: bibr10-0098628316636293
  doi: 10.1007/BF03395423
– ident: bibr14-0098628316636293
  doi: 10.1207/s15328023top2203_14
– volume: 18
  start-page: 35
  year: 2005
  ident: bibr21-0098628316636293
  publication-title: APS Observer
– volume: 34
  start-page: 29
  year: 2007
  ident: bibr11-0098628316636293
  publication-title: Learning and Leading with Technology
– ident: bibr5-0098628316636293
  doi: 10.1207/s15328023top1603_12
– volume: 1
  start-page: 104
  year: 2005
  ident: bibr2-0098628316636293
  publication-title: Spreadsheets in Education (eJSiE)
– ident: bibr28-0098628316636293
  doi: 10.1207/S15328023TOP2804_11
– ident: bibr23-0098628316636293
  doi: 10.1207/s15328023top1904_15
– ident: bibr8-0098628316636293
  doi: 10.1207/s15328023top3104_9
– ident: bibr19-0098628316636293
  doi: 10.1111/1467-8721.ep10772989
– ident: bibr24-0098628316636293
  doi: 10.1111/1467-9639.00089
– ident: bibr27-0098628316636293
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SubjectTerms Automation
Computer Mediated Communication
Computer System Design
Courseware
Educational Practices
Error correction & detection
Feedback
Feedback (Response)
Grading
Programming
Spreadsheets
Statistics
Technology Uses in Education
Title How to Create Automatically Graded Spreadsheets for Statistics Courses
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