Juho Leinonen

All Stories

1. 
   Understanding Student Perceptions, Mistakes, and Debugging Approaches when Solving Natural Language Programming Tasks

   Article • August 2026, ACM (Association for Computing Machinery)

   Juho Leinonen

2. 
   Steering AI Tutors Through System Prompts: A Crossover Study on Self-Regulated Learning and Cognitive Engagement Scaffolds in CS1

   Article • August 2026, ACM (Association for Computing Machinery)

   Juho Leinonen

3. 
   Scaffolding Autocomplete: Improving Guidance for Learners using Generative Code Suggestions

   Article • August 2026, ACM (Association for Computing Machinery)

   Juho Leinonen

4. 
   When AI Is Wrong on Purpose: How Students Respond to Buggy GenAI Code

   Article • August 2026, ACM (Association for Computing Machinery)

   Juho Leinonen

5. 
   Fast and Forgettable: A Controlled Study of Novices' Performance, Learning, Workload, and Emotion in AI-Assisted and Human Pair Programming Paradigms

   Article • August 2026, ACM (Association for Computing Machinery)

   Juho Leinonen

6. 
   Effective Use of Large Language Models for Social Constructivism in Computer Science Education

   Article • July 2026, ACM (Association for Computing Machinery)

   Juho Leinonen

7. 
   Say What? Examining Text and Voice Input Modalities for Prompt-Based Programming in Computing Education

   Article • July 2026, ACM (Association for Computing Machinery)

   Juho Leinonen

8. 
   Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models

   Article • July 2026, ACM (Association for Computing Machinery)

   Ahana Ghosh, Juho Leinonen

9. 
   Personalized Worked Example Generation from Student Code Submissions Using Pattern-based Knowledge Components

   Article • June 2026, ACM (Association for Computing Machinery)

   Griffin Pitts, Juho Leinonen

10. 
    The Missing Evaluation Axis: What 10,000 Student Submissions Reveal About AI Tutor Effectiveness

    Article • June 2026, Springer Science + Business Media

    Juho Leinonen

11. 
    The Impact of Generative AI on the Perpetuation and Detection of Greenwashing in Sustainability Reports: Insights From an Experiment

    Article • Business Strategy and the Environment, May 2026, Wiley

    Juho Leinonen

12. 
    AI-Generated Slides: Are They Good? Can Students Tell?

    Article • April 2026, ACM (Association for Computing Machinery)

    Juho Leinonen

13. 
    Assessing the Quality and Diversity of Student- and AI-Generated Programming Exercises from Limited Examples: Empirical Insights from a Large-Scale Blind Evaluation

    Article • April 2026, ACM (Association for Computing Machinery)

    Juho Leinonen

14. 
    Assessing the Role of Diversity in LLM Explanations for Enhancing Student Understanding

    Article • February 2026, ACM (Association for Computing Machinery)

    Juho Leinonen

15. 
    Knowledge Component-Driven Alignment of CS1 Textbooks and Exercises

    Article • February 2026, ACM (Association for Computing Machinery)

    Anurata Hridi, Juho Leinonen

16. 
    ACM Generative AI Task Force Special Session: Teaching with Generative AI: Tools You Can Use Today

    Article • February 2026, ACM (Association for Computing Machinery)

    Steven Gordon Gordon, Juho Leinonen

17. 
    Fine-Tuning Open-Source Models as a Viable Alternative to Proprietary LLMs for Explaining Compiler Messages

    Article • February 2026, ACM (Association for Computing Machinery)

    Sasha Vassar, Juho Leinonen

18. 
    Unraveling Ambiguities: Analyzing Student Approaches to Solving Probeable Problems

    Article • February 2026, ACM (Association for Computing Machinery)

    Juho Leinonen

19. 
    Ambiguity by Design: Practicing Requirement Clarification through Natural-Language Dialogue with LLMs

    Article • February 2026, ACM (Association for Computing Machinery)

    Juho Leinonen

20. 
    Enabling Postgraduate Projects in Computing Education through Synthetic Research Data Generation

    Article • February 2026, ACM (Association for Computing Machinery)

    Juho Leinonen

21. 
    The Effects of Structured LLM-Generated Feedback on Programming Assignment Performance

    Article • January 2026, Association for Computational Linguistics (ACL)

    Juho Leinonen

22. 
    10th Educational Data Mining in Computer Science Education (CSEDM) Workshop

    Article • January 2026, Springer Science + Business Media

    Juho Leinonen

23. 
    Proceedings of the 25th Koli Calling International Conference on Computing Education Research

    Article • November 2025, ACM (Association for Computing Machinery)

    Juho Leinonen

24. 
    From Prompts to Propositions: A Logic-Based Lens on Student-LLM Interactions

    Article • November 2025, ACM (Association for Computing Machinery)

    Juho Leinonen

25. 
    Prompts First, Precision Later: Reviving the Vision of Natural Language Programming for Computing Education

    Article • November 2025, ACM (Association for Computing Machinery)

    Juho Leinonen

26. 
    Developing Written Communication Skills in Engineering Education Using Automated Short Answer Grading

    Article • November 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Juho Leinonen

27. 
    Investigating Students' Programming Plan Knowledge with Time-Constrained Code Recall Tasks

    Article • November 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Juho Leinonen

28. 
    Decoding AI Impact: Longitudinal Analysis of Code Submissions in Programming MOOCs

    Article • November 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Juho Leinonen

29. 
    Adaptive Learning Curve Analytics with LLM-KC Identifiers for Knowledge Component Refinement

    Article • September 2025, ACM (Association for Computing Machinery)

    Juho Leinonen

30. 
    Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers

    Article • Digital Threats Research and Practice, July 2025, ACM (Association for Computing Machinery)

    Juho Leinonen

31. 
    Koli Calling: Call for Participation

    Article • ACM SIGCSE Bulletin, July 2025, ACM (Association for Computing Machinery)

    Juho Leinonen

32. 
    The Role of Generative AI in Software Student CollaborAItion

    Article • June 2025, ACM (Association for Computing Machinery)

    Dr. Natalie Kiesler, Juho Leinonen

33. 
    Probing the Unknown: Exploring Student Interactions with Probeable Problems at Scale in Introductory Programming

    Article • June 2025, ACM (Association for Computing Machinery)

    Juho Leinonen

34. 
    Fostering Responsible AI Use Through Negative Expertise: A Contextualized Autocompletion Quiz

    Article • June 2025, ACM (Association for Computing Machinery)

    Juho Leinonen, Rahad Arman Nabid

35. 
    Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models

    Article • Proceedings of the AAAI Conference on Artificial Intelligence, April 2025, Association for the Advancement of Artificial Intelligence (AAAI)

    Juho Leinonen

36. 
    Koli Calling 2025: Call for Submissions

    Article • ACM SIGCSE Bulletin, April 2025, ACM (Association for Computing Machinery)

    Juho Leinonen

37. 
    Using Generative AI to Scaffold the Teaching of Software Engineering Team Skills

    Article • February 2025, ACM (Association for Computing Machinery)

    PhD José Antonio Parejo Maestre, Juho Leinonen

38. 
    Evaluating Language Models for Generating and Judging Programming Feedback

    Article • February 2025, ACM (Association for Computing Machinery)

    Charles Koutcheme, Syed Ashraf, Juho Leinonen

39. 
    Exploring Student Reactions to LLM-Generated Feedback on Explain in Plain English Problems

    Article • February 2025, ACM (Association for Computing Machinery)

    Brett A Becker, Juho Leinonen

40. 
    Breaking the Programming Language Barrier: Multilingual Prompting to Empower Non-Native English Learners

    Article • February 2025, ACM (Association for Computing Machinery)

    Juho Leinonen

41. 
    LLM-itation is the Sincerest Form of Data: Generating Synthetic Buggy Code Submissions for Computing Education

    Article • February 2025, ACM (Association for Computing Machinery)

    Juho Leinonen

42. 
    On the Opportunities of Large Language Models for Programming Process Data

    Article • February 2025, ACM (Association for Computing Machinery)

    Juho Leinonen

43. 
    Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools

    Article • January 2025, ACM (Association for Computing Machinery)

    Sam Lau, Dr. Natalie Kiesler, Juho Leinonen

44. 
    Koli Calling 2024 Conference Recap

    Article • ACM SIGCSE Bulletin, January 2025, ACM (Association for Computing Machinery)

    Juho Leinonen

45. 
    Integrating Natural Language Prompting Tasks in Introductory Programming Courses

    Article • December 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

46. 
    Experiences from Integrating Large Language Model Chatbots into the Classroom

    Article • December 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

47. 
    Synthetic Students: A Comparative Study of Bug Distribution Between Large Language Models and Computing Students

    Article • December 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

48. 
    "Sometimes You Just Gotta Risk It for the Biscuit": A Portrait of Student Risk-Taking

    Article • December 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

49. 
    2024 Working Group Reports on 1st ACM Virtual Global Computing Education Conference

    Article • December 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

50. 
    Proceedings of the 24th Koli Calling International Conference on Computing Education Research

    Article • November 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

51. 
    Post Primary Teachers' Perspectives on Machine Learning and Artificial Intelligence in the Leaving Certificate Computer Science Curriculum

    Article • November 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

52. 
    GenAI in education: the first step towards personalization

    Article • August 2024, ACM (Association for Computing Machinery)

    Juho Leinonen, Evanfiya Logacheva

53. 
    The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers

    Article • August 2024, ACM (Association for Computing Machinery)

    Brett A Becker, Juho Leinonen

54. 
    How Instructors Incorporate Generative AI into Teaching Computing

    Article • July 2024, ACM (Association for Computing Machinery)

    Sam Lau, Juho Leinonen, Dr. Natalie Kiesler

55. 
    Analyzing Students' Preferences for LLM-Generated Analogies

    Article • July 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

56. 
    Explaining Code with a Purpose: An Integrated Approach for Developing Code Comprehension and Prompting Skills

    Article • July 2024, ACM (Association for Computing Machinery)

    Brett A Becker, Juho Leinonen

57. 
    Self-Regulation, Self-Efficacy, and Fear of Failure Interactions with How Novices Use LLMs to Solve Programming Problems

    Article • July 2024, ACM (Association for Computing Machinery)

    Lauren Margulieux, Brett A Becker, Juho Leinonen

58. 
    Open Source Language Models Can Provide Feedback: Evaluating LLMs' Ability to Help Students Using GPT-4-As-A-Judge

    Article • July 2024, ACM (Association for Computing Machinery)

    Charles Koutcheme, Juho Leinonen

59. 
    "Like a Nesting Doll": Analyzing Recursion Analogies Generated by CS Students Using Large Language Models

    Article • July 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

60. 
    Koli Calling 2024: Call for Participation

    Article • ACM SIGCSE Bulletin, July 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

61. 
    On the comprehensibility of functional decomposition: An empirical study

    Article • April 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

62. 
    Koli Calling 2024: Call for Submissions

    Article • ACM SIGCSE Bulletin, April 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

63. 
    Using Large Language Models for Teaching Computing

    Article • March 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

64. 
    Discussing the Changing Landscape of Generative AI in Computing Education

    Article • March 2024, ACM (Association for Computing Machinery)

    Dr. Natalie Kiesler, Brett A Becker, Juho Leinonen

65. 
    AI in Computing Education from Research to Practice

    Article • March 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

66. 
    Detecting ChatGPT-Generated Code Submissions in a CS1 Course Using Machine Learning Models

    Article • March 2024, ACM (Association for Computing Machinery)

    Muntasir Hoq, Juho Leinonen

67. 
    Instructor Perceptions of AI Code Generation Tools - A Multi-Institutional Interview Study

    Article • March 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

68. 
    Solving Proof Block Problems Using Large Language Models

    Article • March 2024, ACM (Association for Computing Machinery)

    Brett A Becker, Juho Leinonen

69. 
    Prompt Problems: A New Programming Exercise for the Generative AI Era

    Article • March 2024, ACM (Association for Computing Machinery)

    Brett A Becker, Juho Leinonen

70. 
    Evaluating LLM-generated Worked Examples in an Introductory Programming Course

    Article • January 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

71. 
    Decoding Logic Errors: A Comparative Study on Bug Detection by Students and Large Language Models

    Article • January 2024, ACM (Association for Computing Machinery)

    Juho Leinonen

72. 
    Computing Education in the Era of Generative AI

    Article • Communications of the ACM, January 2024, ACM (Association for Computing Machinery)

    Brett A Becker, Juho Leinonen

73. 
    Detecting Learning Behaviour in Programming Assignments by Analysing Versioned Repositories

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Valerio Terragni, Juho Leinonen

74. 
    The Robots Are Here: Navigating the Generative AI Revolution in Computing Education

    Article • December 2023, ACM (Association for Computing Machinery)

    Brett A Becker, Dr. Natalie Kiesler, Juho Leinonen

75. 
    Understanding Student Evaluation of Teaching in Computer Science Courses

    Article • December 2023, ACM (Association for Computing Machinery)

    Juho Leinonen

76. 
    Leveraging Large Language Models for Analysis of Student Course Feedback

    Article • December 2023, ACM (Association for Computing Machinery)

    Juho Leinonen

77. 
    The Forum Factor: Exploring the Link between Online Discourse and Student Achievement in Higher Education

    Article • December 2023, ACM (Association for Computing Machinery)

    Juho Leinonen

78. 
    Could ChatGPT Be Used for Reviewing Learnersourced Exercises?

    Article • November 2023, ACM (Association for Computing Machinery)

    Juho Leinonen

79. 
    Exploring the Interplay of Achievement Goals, Self-Efficacy, Prior Experience and Course Achievement

    Article • September 2023, ACM (Association for Computing Machinery)

    Hannu Pesonen, Juho Leinonen

80. 
    “It’s Weird That it Knows What I Want”: Usability and Interactions with Copilot for Novice Programmers

    Article • ACM Transactions on Computer-Human Interaction, August 2023, ACM (Association for Computing Machinery)

    Brett A Becker, Juho Leinonen

81. 
    Evaluating Distance Measures for Program Repair

    Article • August 2023, ACM (Association for Computing Machinery)

    Charles Koutcheme, Juho Leinonen

82. 
    Exploring the Responses of Large Language Models to Beginner Programmers’ Help Requests

    Article • August 2023, ACM (Association for Computing Machinery)

    Charles Koutcheme, Juho Leinonen

83. 
    Transformed by Transformers: Navigating the AI Coding Revolution for Computing Education: An ITiCSE Working Group Conducted by Humans

    Article • June 2023, ACM (Association for Computing Machinery)

    Dr. Natalie Kiesler, Brett A Becker, Juho Leinonen, Jaromir Savelka

84. 
    Evaluating the Performance of Code Generation Models for Solving Parsons Problems With Small Prompt Variations

    Article • June 2023, ACM (Association for Computing Machinery)

    Brett A Becker, Juho Leinonen

85. 
    Chat Overflow: Artificially Intelligent Models for Computing Education - renAIssance or apocAIypse?

    Article • June 2023, ACM (Association for Computing Machinery)

    Brett A Becker, Juho Leinonen

86. 
    Comparing Code Explanations Created by Students and Large Language Models

    Article • June 2023, ACM (Association for Computing Machinery)

    Juho Leinonen

87. 
    Seeing Program Output Improves Novice Learning Gains

    Article • June 2023, ACM (Association for Computing Machinery)

    Juho Leinonen

88. 
    Factors Affecting Compilable State at Each Keystroke in CS1

    Article • May 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Juho Leinonen

89. 
    Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book

    Article • March 2023, ACM (Association for Computing Machinery)

    Juho Leinonen

90. 
    G is for Generalisation

    Article • March 2023, ACM (Association for Computing Machinery)

    Juho Leinonen

91. 
    Using Large Language Models to Enhance Programming Error Messages

    Article • March 2023, ACM (Association for Computing Machinery)

    Juho Leinonen, Brett A Becker

92. 
    Automatically Generating CS Learning Materials with Large Language Models

    Article • March 2023, ACM (Association for Computing Machinery)

    Juho Leinonen

93. 
    Computing Education Postdocs and Beyond

    Article • March 2023, ACM (Association for Computing Machinery)

    Juho Leinonen

94. 
    The Implications of Large Language Models for CS Teachers and Students

    Article • March 2023, ACM (Association for Computing Machinery)

    Juho Leinonen, Brett A Becker

95. 
    Automated Questionnaires About Students’ JavaScript Programs: Towards Gauging Novice Programming Processes

    Article • January 2023, ACM (Association for Computing Machinery)

    Juho Leinonen

96. 
    Experiences from Learnersourcing SQL Exercises: Do They Cover Course Topics and Do Students Use Them?

    Article • January 2023, ACM (Association for Computing Machinery)

    Juho Leinonen

97. 
    Lessons Learned From Four Computing Education Crowdsourcing Systems

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Juho Leinonen

98. 
    Facilitating API lookup for novices learning data wrangling using thumbnail graphics

    Article • Foundations of Data Science, January 2023, American Institute of Mathematical Sciences (AIMS)

    Juho Leinonen

99. 
    Automated Program Repair Using Generative Models for Code Infilling

    Article • January 2023, Springer Science + Business Media

    Juho Leinonen

100. 
     Parsons Problems and Beyond

     Article • December 2022, ACM (Association for Computing Machinery)

     Rodrigo Duran, Assoc. Professor, Academic General Faculty Briana Baker Morrison, Juho Leinonen

101. 
     Finding Significant p in Coffee or Tea: Mildly Distasteful

     Article • November 2022, ACM (Association for Computing Machinery)

     Juho Leinonen

102. 
     Experiences With and Lessons Learned on Deadlines and Submission Behavior

     Article • November 2022, ACM (Association for Computing Machinery)

     Juho Leinonen

103. 
     Trends From Computing Education Research Conferences: Increasing Submissions and Decreasing Acceptance Rates

     Article • November 2022, ACM (Association for Computing Machinery)

     Juho Leinonen

104. 
     Piloting Natural Language Generation for Personalized Progress Feedback

     Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

     Juho Leinonen

105. 
     Speeding Up Automated Assessment of Programming Exercises

     Article • September 2022, ACM (Association for Computing Machinery)

     Charles Koutcheme, Juho Leinonen

106. 
     Automatic Generation of Programming Exercises and Code Explanations Using Large Language Models

     Article • August 2022, ACM (Association for Computing Machinery)

     Juho Leinonen

107. 
     Planning a Multi-institutional and Multi-national Study of the Effectiveness of Parsons Problems

     Article • July 2022, ACM (Association for Computing Machinery)

     Rodrigo Duran, Juho Leinonen, Assoc. Professor, Academic General Faculty Briana Baker Morrison

108. 
     Can Students Review Their Peers?

     Article • July 2022, ACM (Association for Computing Machinery)

     Juho Leinonen

109. 
     Who Continues in a Series of Lifelong Learning Courses?

     Article • July 2022, ACM (Association for Computing Machinery)

     Juho Leinonen

110. 
     Digital Education For All: Multi-University Study of Increasing Competent Student Admissions at Scale

     Article • June 2022, ACM (Association for Computing Machinery)

     Juho Leinonen

111. 
     Seeking flow from fine-grained log data

     Article • May 2022, ACM (Association for Computing Machinery)

     Benjamin Cowley, Juho Leinonen

112. 
     Time-on-task metrics for predicting performance

     Article • ACM Inroads, May 2022, ACM (Association for Computing Machinery)

     Juho Leinonen

113. 
     Pausing While Programming: Insights From Keystroke Analysis

     Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

     Juho Leinonen

114. 
     Seeking Flow from Fine-Grained Log Data

     Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

     Juho Leinonen

115. 
     A Comparison of Immediate and Scheduled Feedback in Introductory Programming Projects

     Article • February 2022, ACM (Association for Computing Machinery)

     Juho Leinonen

116. 
     Time-on-Task Metrics for Predicting Performance

     Article • February 2022, ACM (Association for Computing Machinery)

     Juho Leinonen

117. 
     CodeProcess Charts: Visualizing the Process of Writing Code

     Article • February 2022, ACM (Association for Computing Machinery)

     Juho Leinonen

118. 
     Methodological Considerations for Predicting At-risk Students

     Article • February 2022, ACM (Association for Computing Machinery)

     Charles Koutcheme, Juho Leinonen

119. 
     Visual recipes for slicing and dicing data: teaching data wrangling using subgoal graphics

     Article • November 2021, ACM (Association for Computing Machinery)

     Juho Leinonen

120. 
     Persistence of Time Management Behavior of Students and Its Relationship with Performance in Software Projects

     Article • August 2021, ACM (Association for Computing Machinery)

     Juho Leinonen

121. 
     Digital Education For All: Better Students Through Open Doors?

     Article • June 2021, ACM (Association for Computing Machinery)

     Juho Leinonen

122. 
     Does the Early Bird Catch the Worm? Earliness of Students' Work and its Relationship with Course Outcomes

     Article • June 2021, ACM (Association for Computing Machinery)

     Juho Leinonen

123. 
     Morning or Evening? An Examination of Circadian Rhythms of CS1 Students

     Article • May 2021, Institute of Electrical & Electronics Engineers (IEEE)

     Juho Leinonen

124. 
     Exploring Personalization of Gamification in an Introductory Programming Course

     Article • March 2021, ACM (Association for Computing Machinery)

     Juho Leinonen

125. 
     Promoting Early Engagement with Programming Assignments Using Scheduled Automated Feedback

     Article • February 2021, ACM (Association for Computing Machinery)

     Juho Leinonen

126. 
     Exploring the Effects of Contextualized Problem Descriptions on Problem Solving

     Article • February 2021, ACM (Association for Computing Machinery)

     Juho Leinonen

127. 
     Koli Calling '20: Proceedings of the 20th Koli Calling International Conference on Computing Education Research

     Article • November 2020, ACM (Association for Computing Machinery)

     Juho Leinonen

128. 
     Students’ Preferences Between Traditional and Video Lectures: Profiles and Study Success

     Article • November 2020, ACM (Association for Computing Machinery)

     Juho Leinonen

129. 
     Programming Versus Natural Language

     Article • August 2020, ACM (Association for Computing Machinery)

     Juho Leinonen

130. 
     Choosing Code Segments to Exclude from Code Similarity Detection

     Article • June 2020, ACM (Association for Computing Machinery)

     Juho Leinonen

131. 
     Selection of Code Segments for Exclusion from Code Similarity Detection

     Article • June 2020, ACM (Association for Computing Machinery)

     Juho Leinonen

132. 
     Crowdsourcing Content Creation for SQL Practice

     Article • June 2020, ACM (Association for Computing Machinery)

     Juho Leinonen

133. 
     A Study of Keystroke Data in Two Contexts

     Article • February 2020, ACM (Association for Computing Machinery)

     Juho Leinonen

134. 
     Comparing Pass Rates in Introductory Programming and in other STEM Disciplines

     Article • December 2019, ACM (Association for Computing Machinery)

     Juho Leinonen, Vangel Ajanovski

135. 
     Admitting Students through an Open Online Course in Programming

     Article • July 2019, ACM (Association for Computing Machinery)

     Juho Leinonen

136. 
     Non-restricted Access to Model Solutions

     Article • July 2019, ACM (Association for Computing Machinery)

     Juho Leinonen

137. 
     Pass Rates in STEM Disciplines Including Computing

     Article • July 2019, ACM (Association for Computing Machinery)

     Juho Leinonen, Vangel Ajanovski

138. 
     Does Creating Programming Assignments with Tests Lead to Improved Performance in Writing Unit Tests?

     Article • May 2019, ACM (Association for Computing Machinery)

     Juho Leinonen

139. 
     Exploring the Applicability of Simple Syntax Writing Practice for Learning Programming

     Article • February 2019, ACM (Association for Computing Machinery)

     Juho Leinonen

140. 
     Experimenting with Model Solutions as a Support Mechanism

     Article • January 2019, ACM (Association for Computing Machinery)

     Juho Leinonen

141. 
     Analysis of Students' Peer Reviews to Crowdsourced Programming Assignments

     Article • November 2018, ACM (Association for Computing Machinery)

     Juho Leinonen

142. 
     Crowdsourcing programming assignments with CrowdSorcerer

     Article • July 2018, ACM (Association for Computing Machinery)

     Juho Leinonen

143. 
     Predicting academic performance: a systematic literature review

     Article • July 2018, ACM (Association for Computing Machinery)

     Juho Leinonen, Vangel Ajanovski

144. 
     Taxonomizing features and methods for identifying at-risk students in computing courses

     Article • July 2018, ACM (Association for Computing Machinery)

     Juho Leinonen, Vangel Ajanovski

145. 
     A Study of Pair Programming Enjoyment and Attendance using Study Motivation and Strategy Metrics

     Article • February 2018, ACM (Association for Computing Machinery)

     Juho Leinonen

146. 
     Supporting Self-Regulated Learning with Visualizations in Online Learning Environments

     Article • February 2018, ACM (Association for Computing Machinery)

     Juho Leinonen

147. 
     Identification based on typing patterns between programming and free text

     Article • November 2017, ACM (Association for Computing Machinery)

     Juho Leinonen

148. 
     Thought crimes and profanities whilst programming

     Article • November 2017, ACM (Association for Computing Machinery)

     Juho Leinonen

149. 
     Predicting Academic Success Based on Learning Material Usage

     Article • September 2017, ACM (Association for Computing Machinery)

     Juho Leinonen

150. 
     Comparison of Time Metrics in Programming

     Article • August 2017, ACM (Association for Computing Machinery)

     Juho Leinonen

151. 
     Student Modeling Based on Fine-Grained Programming Process Snapshots

     Article • August 2017, ACM (Association for Computing Machinery)

     Juho Leinonen

152. 
     Plagiarism in Take-home Exams

     Article • June 2017, ACM (Association for Computing Machinery)

     Juho Leinonen

153. 
     Using and Collecting Fine-Grained Usage Data to Improve Online Learning Materials

     Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

     Juho Leinonen

154. 
     Preventing Keystroke Based Identification in Open Data Sets

     Article • April 2017, ACM (Association for Computing Machinery)

     Juho Leinonen

155. 
     Adolescent and Adult Student Attitudes Towards Progress Visualizations

     Article • January 2017, Springer Science + Business Media

     Juho Leinonen

156. 
     Tracking Students' Internet Browsing in a Machine Exam

     Article • January 2017, ACM (Association for Computing Machinery)

     Juho Leinonen

157. 
     Performance and Consistency in Learning to Program

     Article • January 2017, ACM (Association for Computing Machinery)

     Juho Leinonen

158. 
     SHORT PAUSES WHILE STUDYING CONSIDERED HARMFUL

     Article • July 2016, IATED Academy, S.L.

     Juho Leinonen

159. 
     Automatic Inference of Programming Performance and Experience from Typing Patterns

     Article • February 2016, ACM (Association for Computing Machinery)

     Juho Leinonen, Juho Leinonen

160. 
     Pauses and spacing in learning to program

     Article • January 2016, ACM (Association for Computing Machinery)

     Juho Leinonen

161. 
     Typing Patterns and Authentication in Practical Programming Exams

     Article • January 2016, ACM (Association for Computing Machinery)

     Juho Leinonen

162. 
     Identification of programmers from typing patterns

     Article • January 2015, ACM (Association for Computing Machinery)

     Juho Leinonen