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ICER 2023: Chicago, IL, USA
- Kathi Fisler, Paul Denny, Diana Franklin, Margaret Hamilton:

Proceedings of the 2023 ACM Conference on International Computing Education Research - Volume 1, ICER 2023, Chicago, IL, USA, August 7-11, 2023. ACM 2023, ISBN 978-1-4503-9976-0
Session 1: Code Comprehension
- Maria Kallia

:
The Search for Meaning: Inferential Strategic Reading Comprehension in Programming. 1-14 - Colleen M. Lewis

:
Examples of Unsuccessful Use of Code Comprehension Strategies: A Resource for Developing Code Comprehension Pedagogy. 15-28 - Michael J. Johnson

, Francisco Enrique Vicente Castro
, Betsy DiSalvo
, Kayla DesPortes
:
Chronicles of Exploration: Examining the Materiality of Computational Artifacts. 29-47
Session 2: Learning and Engagement
- Mrinal Sharma

, Hayden McTavish
, Zimo Peng
, Anshul Shah
, Vardhan Agarwal
, Caroline Sih
, Emma Hogan
, Ismael Villegas Molina
, Adalbert Gerald Soosai Raj
, Kristen Vaccaro
:
Engagement and Anonymity in Online Computer Science Course Forums. 48-62 - Kendall Nakai

, Philip J. Guo
:
Uncovering the Hidden Curriculum of University Computing Majors via Undergraduate-Written Mentoring Guides: A Learner-Centered Design Workflow. 63-77
Session 3: Large Language Models
- Jaromír Savelka

, Arav Agarwal
, Marshall An
, Chris Bogart
, Majd Sakr
:
Thrilled by Your Progress! Large Language Models (GPT-4) No Longer Struggle to Pass Assessments in Higher Education Programming Courses. 78-92 - Arto Hellas

, Juho Leinonen
, Sami Sarsa
, Charles Koutcheme
, Lilja Kujanpää
, Juha Sorva
:
Exploring the Responses of Large Language Models to Beginner Programmers' Help Requests. 93-105 - Sam Lau

, Philip J. Guo
:
From "Ban It Till We Understand It" to "Resistance is Futile": How University Programming Instructors Plan to Adapt as More Students Use AI Code Generation and Explanation Tools such as ChatGPT and GitHub Copilot. 106-121
Session 4: Spatial Reasoning
- Jack Parkinson

, Sebastian Dziallas
, Fiona McNeill
, James Stephen Williams
:
Exploring Models and Theories of Spatial Skills in CS through a Multi-National Study. 122-133 - Jack Parkinson

, Quintin I. Cutts
:
Understanding Spatial Skills and Encoding Strategies in Student Problem Solving Activities. 134-147
Session 5: Impacts of AI-Based Tools
- Lena Armstrong

, Jayne Everson
, Amy J. Ko
:
Navigating a Black Box: Students' Experiences and Perceptions of Automated Hiring. 148-158 - Tiffany Wenting Li

, Silas Hsu
, Max Fowler
, Zhilin Zhang
, Craig B. Zilles
, Karrie Karahalios
:
Am I Wrong, or Is the Autograder Wrong? Effects of AI Grading Mistakes on Learning. 159-176
Session 6: Algorithmic Fairness and Ethics
- Noelle Brown

, Koriann South
, Suresh Venkatasubramanian
, Eliane Stampfer Wiese
:
Designing Ethically-Integrated Assignments: It's Harder Than it Looks. 177-190 - Jean Salac

, Alannah Oleson
, Lena Armstrong
, Audrey Le Meur
, Amy J. Ko
:
Funds of Knowledge used by Adolescents of Color in Scaffolded Sensemaking around Algorithmic Fairness. 191-205 - Yujeong Hwang

, Anjali Das
, Jane Waite
, Sue Sentance
:
Using a Sociological Lens to Investigate Computing Teachers' Culturally Responsive Classroom Practices. 206-221
Session 7: Elementary School Coding
- Maya Israel

, Jiehan Li
, Wei Yan
, Noor A. Elagha
, Anne Corinne Huggins-Manley
, Feiya Luo
, Diana Franklin
:
How are Elementary Students Demonstrating Understanding of Decomposition within Elementary Mathematics? 222-235 - Jennifer Tsan

, Chloe Butler
, David Gonzalez-Maldonado
, Jonathan Liu
, Cathy Thomas
, Diana Franklin
:
An Analysis of Gallery Walk Peer Feedback on Scratch Projects from Bilingual/Non-Bilingual Fourth Grade Students. 236-244
Session 8: Careers
- Shirley de Wit

, Felienne Hermans
, Marcus Specht
, Efthimia Aivaloglou
:
Children's Interest in a CS Career: Exploring Age, Gender, Computer Interests, Programming Experience and Stereotypes. 245-255 - Yvonne Kao

, Daniel L. Murphy
, Aleata Hubbard Cheuoua
, Priya Kannan
, Jennifer Tsan
, Kyle E. Jennings
, Heather Smith
, Shameeka Emanuel
, Emily R. Miller
:
The Development and Validation of a Survey to Predict Computing Career Intentions. 256-269 - Deepti Tagare

, Shamila Janakiraman
, Marisa E. Exter
, Suzhen Duan
, Mihaela Sabin
, Jafar Tavakoli
:
Dispositions that Computing Professionals Value in the Workplace: Systematic Literature Review and Interviews with Professionals. 270-283
Session 9: Productive Failure and Self-Regulation
- Phil Steinhorst

, Andrew Petersen
, Bogdan Simion
, Jan Vahrenhold
:
Exploring Barriers in Productive Failure. 284-297 - Benjamin Xie

, Jared Ordona Lim
, Paul K. D. Pham
, Min Li
, Amy J. Ko
:
Developing Novice Programmers' Self-Regulation Skills with Code Replays. 298-313
Session 10: Tracing Code
- Veronica S. Chiarelli

, Nadia Markova
, Kasia Muldner
:
Evaluating the Utility of Notional Machine Representations to Help Novices Learn to Code Trace. 314-328 - Mohammed Hassan

, Kathryn I. Cunningham
, Craig B. Zilles
:
Evaluating Beacons, the Role of Variables, Tracing, and Abstract Tracing for Teaching Novices to Understand Program Intent. 329-343
Session 11: Participation in Computing
- Ryan Torbey

:
Inequities of Enrollment: A Quantitative Analysis of Participation in High School Computer Science Coursework Across a 4-Year Period. 344-355 - Leah Perlmutter

, Jean Salac
, Amy J. Ko
:
"A field where you will be accepted": Belonging in student and TA interactions in post-secondary CS education. 356-370 - Aleata Hubbard Cheuoua

:
CS Teaching and Racial Identities in Interaction: A Case for Discourse Analytic Methods. 371-380
Session 12: Computing-Education Research
- Kate Sanders

, Jan Vahrenhold
, Robert McCartney
:
How Do Computing Education Researchers Talk About Threats and Limitations? 381-396 - Murtaza Ali

, Sourojit Ghosh
, Prerna Rao
, Raveena Dhegaskar
, Sophia Jawort
, Alix Medler
, Mengqi Shi
, Sayamindu Dasgupta
:
Taking Stock of Concept Inventories in Computing Education: A Systematic Literature Review. 397-415
Session 13: Memes, Motivation, and Media
- Briana Bettin

, Andrea Sarabia
, Maritza Chiolino Gonzalez
, Isabella Gatti
, Chethan Magnan
, Noah Murav
, Robin Vanden Heuvel
, Duncan McBride
, Sophia Abraham
:
Say What You Meme: Exploring Memetic Comprehension Among Students and Potential Value of Memes for CS Education Contexts. 416-429 - Max Fowler

, David H. Smith IV
, Binglin Chen
, Craig B. Zilles
:
"\"I Don't Gamble To Make My Livelihood\": Understanding the Incentives For. 430-443 - Kang-Il Park

, Pierre Weill-Tessier
, Neil C. C. Brown
, Bonita Sharif
, Nikolaj Jensen
, Michael Kölling
:
An eye tracking study assessing the impact of background styling in code editors on novice programmers' code understanding. 444-463
Session 14: Coding and Learning
- Wengran Wang

, John Bacher
, Amy Isvik
, Ally Limke
, Sandeep Sthapit
, Yang Shi
, Benyamin T. Tabarsi
, Keith Tran
, Veronica Cateté
, Tiffany Barnes
, Chris Martens
, Thomas W. Price
:
Investigating the Impact of On-Demand Code Examples on Novices' Open-Ended Programming Experience. 464-475 - Anshul Shah

, Emma Hogan
, Vardhan Agarwal
, John Driscoll
, Leo Porter
, William G. Griswold
, Adalbert Gerald Soosai Raj
:
An Empirical Evaluation of Live Coding in CS1. 476-494 - Charles Koutcheme

, Sami Sarsa
, Juho Leinonen
, Lassi Haaranen
, Arto Hellas
:
Evaluating Distance Measures for Program Repair. 495-507

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