Technology Innovations in Statistics Education
Parent: UC Santa Barbara
eScholarship stats: History by Item for November, 2024 through February, 2025
| Item | Title | Total requests | 2025-02 | 2025-01 | 2024-12 | 2024-11 |
|---|---|---|---|---|---|---|
| 8sd2t4rr | The Role of Technology in Improving Student Learning of Statistics | 824 | 247 | 177 | 182 | 218 |
| 6hb3k0nz | The Introductory Statistics Course: A Ptolemaic Curriculum? | 537 | 136 | 138 | 134 | 129 |
| 0mg8m7g6 | Data Moves | 436 | 118 | 122 | 88 | 108 |
| 00d4q8cp | Web Application Teaching Tools for Statistics Using R and Shiny | 307 | 71 | 83 | 76 | 77 |
| 8ck097s5 | Automated grading workflows for providing personalized feedback to open-ended data science assignments | 296 | 78 | 72 | 87 | 59 |
| 7gv0q9dc | The Data Science Education Dilemma | 272 | 61 | 83 | 65 | 63 |
| 6jv107c7 | Using Wiki to Promote Collaborative Learning in Statistics Education | 257 | 76 | 64 | 67 | 50 |
| 90b2f5xh | R Markdown: Integrating A Reproducible Analysis Tool into Introductory Statistics | 204 | 53 | 45 | 52 | 54 |
| 2q0740hv | Life on an Island: a Simulated Population to Support Student Projects in Statistics | 172 | 43 | 53 | 43 | 33 |
| 0rx1231m | The fivethirtyeight R Package: "Tame Data" Principles for Introductory Statistics and Data Science Courses | 164 | 54 | 31 | 26 | 53 |
| 7kk4d922 | An educator’s perspective of the tidyverse | 142 | 46 | 30 | 30 | 36 |
| 38p7c94v | Reconnecting Data and Chance | 132 | 37 | 39 | 19 | 37 |
| 9jr7k5hp | Access Statistics Canada’s Open Economic Data for Statistics and Data Science Courses | 112 | 34 | 20 | 29 | 29 |
| 2z57b52x | Supporting Statistics and Data Science Education with learnr | 105 | 36 | 18 | 20 | 31 |
| 0h38g1n8 | A Modern Look at Freedman's Box Model | 97 | 22 | 21 | 25 | 29 |
| 6ms0x5nf | OpenIntro Statistics: an Open-source Textbook | 97 | 25 | 27 | 19 | 26 |
| 32j2998k | Online Homework vs. Traditional Homework: Statistics Anxiety and Self-Efficacy in an Educational Statistics Course | 86 | 34 | 18 | 15 | 19 |
| 0wm523b0 | Comparison of Learning Outcomes for Simulation-based and Traditional Inference Curricula in a Designed Educational Experiment | 84 | 31 | 31 | 12 | 10 |
| 2v6124xr | An Innovative Approach to Teaching Online Statistics Courses | 84 | 26 | 26 | 17 | 15 |
| 4k95g5j0 | NormalityAssessment: An Interactive Classroom Tool for Testing Normality Visually | 76 | 23 | 10 | 20 | 23 |
| 8dp5t34t | TinkerPlots as a Research Tool to Explore Student Understanding | 76 | 17 | 22 | 21 | 16 |
| 5m64m4p5 | Introduction to Special Edition: The Future of the Textbook | 75 | 17 | 21 | 21 | 16 |
| 322385kq | Independent Interactive Inquiry-Based Learning Modules Using Audio-Visual Instruction In Statistics | 74 | 22 | 12 | 19 | 21 |
| 137120mt | Students' Experiences and Perceptions of Using a Virtual Environment for Project-Based Assessment in an Online Introductory Statistics Course | 63 | 19 | 16 | 13 | 15 |
| 2503w2np | A Randomized Experiment Exploring How Certain Features of Clicker Use Effect Undergraduate Students' Engagement and Learning in Statistics | 63 | 17 | 19 | 14 | 13 |
| 4g18352f | Learning Design and Student Behavior in a Fully Online Course | 63 | 24 | 28 | 2 | 9 |
| 53b9122r | Alternative Representations of Statistical Measures in Computer Tools to Promote Communication between Employees in Automotive Manufacturing | 61 | 18 | 18 | 13 | 12 |
| 84v3774z | Data Visualization on Day One: Bringing Big Ideas into Intro Stats Early and Often | 60 | 26 | 15 | 13 | 6 |
| 3h94p560 | AN OUTCOME-BASED FRAMEWORK FOR TECHNOLOGY INTEGRATION IN HIGHER EDUCATION STATISTICS CURRICULA FOR NON-MAJORS | 58 | 18 | 13 | 13 | 14 |
| 596195sg | Selecting Technology to Promote Learning in an Online Introductory Statistics Course | 58 | 12 | 11 | 19 | 16 |
| 67j8j18s | Social Data Analysis with StatCrunch: Potential Benefits to Statistical Education | 57 | 18 | 7 | 19 | 13 |
| 7x28z96b | Students Making Sense of Multi-level Data | 57 | 19 | 15 | 8 | 15 |
| 57r90703 | Using Lexical Analysis Software to Assess Student Writing in Statistics | 53 | 16 | 12 | 13 | 12 |
| 1jg0274b | Innovative Activities: How Clickers can Facilitate the Use of Simulations in Large Lecture Classes | 52 | 17 | 11 | 11 | 13 |
| 5rd175dg | A Model to Evaluate Online Educational Resources in Statistics | 52 | 20 | 17 | 6 | 9 |
| 8qz638ng | Not just normal: Exploring power with Shiny apps | 52 | 16 | 14 | 9 | 13 |
| 13g5g3dm | Dynamic Data in the Statistics Classroom | 49 | 12 | 14 | 12 | 11 |
| 05b643r9 | Student Approaches to Constructing Statistical Models using TinkerPlots <sup> TM </sup> | 48 | 15 | 13 | 13 | 7 |
| 31t469kg | Designing Games for Understanding in a Data Analysis Environment | 48 | 14 | 8 | 13 | 13 |
| 3kc3t9fv | Data Visualisation: A Motivational and Teaching Tool in Official Statistics | 48 | 14 | 15 | 11 | 8 |
| 1b54h9s9 | Reasoning about Probabilistic Phenomena: Lessons Learned and Applied in Software Design | 46 | 18 | 13 | 6 | 9 |
| 3qr2p70t | Assessing Statistical Understanding in Middle Schools: Emerging Issues in a Technology-Rich Environment | 43 | 20 | 12 | 2 | 9 |
| 7w20x1p2 | Building Interactive Tutorials for Teaching Psychological Statistics Online with learnr | 43 | 17 | 13 | 7 | 6 |
| 8w97p75s | Applying a Theoretical Model for Explaining the Development of Technological Skills in Statistics Education | 43 | 10 | 13 | 11 | 9 |
| 1074n1dp | Characterising Students' Interaction with TinkerPlots | 42 | 13 | 13 | 8 | 8 |
| 89q3489f | Virtual Discussion for Real Understanding: The Use of an Online Discussion Board in an Introductory Biostatistics Course | 42 | 16 | 18 | 5 | 3 |
| 9dg6h7wb | Dynamic Visualizations and the Randomization Test | 42 | 10 | 14 | 12 | 6 |
| 9k19k2f7 | Faculty Attitude towards Technology-Assisted Instruction for Introductory Statistics in the Context of Educational Reform | 41 | 8 | 18 | 6 | 9 |
| 1fn7k2x3 | Learning Statistics Using Motivational Videos, Real Data and Free Software | 40 | 11 | 9 | 4 | 16 |
| 1gh2x5v5 | VISA: Reducing Technological Impact on Student Learning in an Introductory Statistics Course | 38 | 12 | 10 | 6 | 10 |
Note: Due to the evolving nature of web traffic, the data presented here should be considered approximate and subject to revision. Learn more.