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40 Years of Designing Code Comprehension Experiments: A Systematic Mapping Study

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Reporting Experiments in Software Engineering
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Reading Behavior and Comprehension of C++ Source Code - A Classroom Study
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Open Science in Software Engineering
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Gaze Strategies Can Reveal the Impact of Source Code Features on the Cognitive Load of Novice Programmers
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Experimentation in Software Engineering
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How programmers read regular code: a controlled experiment using eye tracking
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Shorter identifier names take longer to comprehend
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Syntax, predicates, idioms — what really affects code complexity?
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Eye tracking analysis of computer program comprehension in programmers with dyslexia
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Four commentaries on the use of students and professionals in empirical software engineering experiments
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Commenting source code: is it worth it for small programming tasks?
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An investigation of misunderstanding code patterns in C open-source software projects
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Effective identifier names for comprehension and memory
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The role of the insula in intuitive expert bug detection in computer code: an fMRI study
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Stimulus structures and mental representations in expert comprehension of computer programs
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Recursion vs. iteration: An empirical study of comprehension
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Cognitive processes in program comprehension: An empirical analysis in the Context of software reengineering
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A preliminary investigation of the use of the cloze procedure as a measure of program understanding
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An empirical investigation into the design of auditory cues to enhance computer program comprehension
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Towards an affordable brain computer interface for the assessment of programmers’ mental workload
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Guidelines for conducting systematic mapping studies in software engineering: An update
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Identifying, categorizing and mitigating threats to validity in software engineering secondary studies
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The influence of Technical Debt on software developer morale
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Identifier length and limited programmer memory
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The initial stage of program comprehension
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Measuring computer program quality and comprehension
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Towards a theory of the comprehension of computer programs
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Comprehension and recall of miniature programs
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Beacons in computer program comprehension
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Conditional statements, looping constructs, and program comprehension: an experimental study
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A comparison of the comprehension of object-oriented and procedural programs by novice programmers
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Identifying program confusion using electroencephalogram measurements
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Readability and Understandability: Different Measures of the Textual Complexity of Accounting Narrative
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Program comprehension during software maintenance and evolution
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Program readability: procedures versus comments
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Structured flowcharts outperform pseudocode: an experimental comparison
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Preprocessing of Metrics Measurement Based on Simplifying Program Structures
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Comparing Programming Language Comprehension between Novice and Expert Programmers Using EEG Analysis
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A Study And Experimental Assessment Of The Cognitive Weight, Base Of The Cognitive Metrics
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Code Readability Testing, an Empirical Study
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Does the "Refactor to Understand" Reverse Engineering Pattern Improve Program Comprehension?
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Software code complexity assessment using EEG features
inferredcites →https://doi.org/10.1109/emip.2019.00012openalex-snapshot
Synchronized Analysis of Eye Movement and EEG during Program Comprehension
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Recommended Steps for Thematic Synthesis in Software Engineering
inferredcites →https://doi.org/10.1109/fie.2017.8190486openalex-snapshot
Detecting and comparing brain activity in short program comprehension using EEG
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Cognitive task difficulty analysis using EEG and data mining
inferredcites →https://doi.org/10.1109/icpc.2007.17openalex-snapshot
Designing your Next Empirical Study on Program Comprehension
inferredcites →https://doi.org/10.1109/icpc.2012.6240486openalex-snapshot
Program complexity metrics and programmer opinions
inferredcites →https://doi.org/10.1109/icpc.2012.6240511openalex-snapshot
Measuring programming experience
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I Know What You Did Last Summer - An Investigation of How Developers Spend Their Time
inferredcites →https://doi.org/10.1109/icpc.2015.36openalex-snapshot
Eye Movements in Code Reading: Relaxing the Linear Order
inferredcites →https://doi.org/10.1109/icpc.2017.18openalex-snapshot
Meaningful Identifier Names: The Case of Single-Letter Variables
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Effects of Variable Names on Comprehension: An Empirical Study
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Variability through the Eyes of the Programmer
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Comprehending Studies on Program Comprehension
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Indentation: Simply a Matter of Style or Support for Program Comprehension?
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A Replication Study on Code Comprehension and Expertise using Lightweight Biometric Sensors
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Considerations and Pitfalls in Controlled Experiments on Code Comprehension
inferredcites →https://doi.org/10.1109/icse-nier.2019.00018openalex-snapshot
Biofeedback Augmented Software Engineering: Monitoring of Programmers' Mental Effort
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Linking Code Readability, Structure, and Comprehension Among Novices: It's Complicated
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Enhancing program readability and comprehensibility with tools for program visualization
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Views on Internal and External Validity in Empirical Software Engineering
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Developer Reading Behavior While Summarizing Java Methods: Size and Context Matters
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The Mind Is a Powerful Place: How Showing Code Comprehensibility Metrics Influences Code Understanding
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Comprehending Test Code: An Empirical Study
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An Empirical Study Assessing Source Code Readability in Comprehension
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Spotting Problematic Code Lines using Nonintrusive Programmers' Biofeedback
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Modern Coding Practices and Programmer Performance
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Shorter identifier names take longer to comprehend
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Brain activity measurement during program comprehension with NIRS
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Empirical Studies of Programming Knowledge
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The cloze procedure and software comprehensibility measurement
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The effectiveness of control structure diagrams in source code comprehension activities
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An empirical investigation of the influence of a type of side effects on program comprehension
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Crossover Designs in Software Engineering Experiments: Benefits and Perils
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The Role of Method Chains and Comments in Software Readability and Comprehension—An Experiment
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Measuring Program Comprehension: A Large-Scale Field Study with Professionals
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A Look into Programmers’ Heads
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Automatically Assessing Code Understandability
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Code Comprehension Confounders: A Study of Intelligence and Personality
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Construct Validity in Software Engineering
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Towards standard for experiments in program comprehension
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An eye-tracking methodology for characterizing program comprehension processes
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Program comprehension as fact finding
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Mental representations of programs by novices and experts
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Program indentation and comprehensibility
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Improving industrial adoption of software engineering research
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A simpler model of software readability
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An eye-tracking study on the role of scan time in finding source code defects
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Systematic literature studies
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Does the discipline of preprocessor annotations matter?
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Using psycho-physiological measures to assess task difficulty in software development
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An eye-tracking study assessing the comprehension of c++ and Python source code
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Quantifying programmers' mental workload during program comprehension based on cerebral blood flow measurement: a controlled experiment
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Guidelines for snowballing in systematic literature studies and a replication in software engineering
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An empirical study on program comprehension with reactive programming
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An empirical study of novice program comprehension in the imperative and object-oriented styles
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Experiences from using snowballing and database searches in systematic literature studies
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Modeling readability to improve unit tests
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Understanding Programming Expertise
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Understanding misunderstandings in source code
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Descriptive compound identifier names improve source code comprehension
inferredcites →https://doi.org/10.1145/3196398.3196441openalex-snapshot
"Automatically assessing code understandability" reanalyzed
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Beyond gaze
inferredcites →https://doi.org/10.1145/3216723.3216728openalex-snapshot
Data flow metrics in program comprehension tasks
inferredcites →https://doi.org/10.1145/3236024.3275426openalex-snapshot
Moving towards objective measures of program comprehension
inferredcites →https://doi.org/10.1145/3239235.3240495openalex-snapshot
Simultaneous measurement of program comprehension with fMRI and eye tracking
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Eye-movement Modeling Examples in Source Code Comprehension
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Studying programming in the neuroage
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Does the Introduction of Lambda Expressions Improve the Comprehension of Java Programs?
inferredcites →https://doi.org/10.1145/3382494.3410636openalex-snapshot
An Empirical Validation of Cognitive Complexity as a Measure of Source Code Understandability
inferredcites →https://doi.org/10.1145/3524610.3527904openalex-snapshot
Anchoring code understandability evaluations through task descriptions
inferredcites →https://doi.org/10.1145/382208.382523openalex-snapshot
Procedures and comments vs. the banker's algorithm
inferredcites →https://doi.org/10.1145/5600.5702openalex-snapshot
The influence of color on program readability and comprehensibility
inferredcites →https://doi.org/10.1145/800049.801766openalex-snapshot
Indentation, documentation and programmer comprehension
inferredcites →https://doi.org/10.1177/0301006616675629openalex-snapshot
The Role of Extrafoveal Vision in Source Code Comprehension
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Research Report—The Relevance of Application Domain Knowledge: The Case of Computer Program Comprehension
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Systematic Mapping Studies in Software Engineering
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Syntax highlighting as an influencing factor when reading and comprehending source code
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Attributes Influencing the Reading and Comprehension of Source Code – Discussing Contradictory Evidence
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A Theory of Program Comprehension
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Replication package: 40 Years of Designing Code Comprehension Experiments: A Systematic Mapping Study
inferredcites →https://doi.org/10.5555/800253.807736openalex-snapshot
Quantitative evaluation of software quality

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inferred← citeshttps://doi.org/10.1145/3774748.3787672openalex-snapshot
Comprehensibility-guided Automated Code Refactoring
inferred← citeshttps://doi.org/10.1145/3785366openalex-snapshot
A Systematic Literature Review of the Use of GenAI Assistants for Code Comprehension: Implications for Computing Education Research and Practice
inferred← citeshttps://doi.org/10.1145/3786580.3786961openalex-snapshot
Beyond the Prompt: How Novices Engage with AI During Code Summarization
inferred← citeshttps://doi.org/10.1145/3794763.3794801openalex-snapshot
Eye-Tracking Insights into the Effects of Type Annotations and Identifier Naming
inferred← citeshttps://doi.org/10.1145/3794763.3794804openalex-snapshot
Grasping AI Reliance in Program Comprehension and Coding through the AIRELI Persona Taxonomy
inferred← citeshttps://doi.org/10.1145/3794763.3794830openalex-snapshot
CrossLink: A Tool for Cross-Language (Java-C/C++) Code Comprehension
inferred← citeshttps://doi.org/10.1145/3796563.3796585openalex-snapshot
Modeling Code Understandability
inferred← citeshttps://doi.org/10.1145/3832783.3834425openalex-snapshot
On the Reliability of Code Comprehension Proxies
inferred← citeshttps://doi.org/10.1145/3837729.3842150openalex-snapshot
Toward Reliable Automatic Proxies for Code Comprehensibility
inferred← citeshttps://doi.org/10.17771/pucrio.acad.66797openalex-snapshot
INVESTIGATING THE IMPACT OF SOLID DESIGN PRINCIPLES ON MACHINE LEARNING CODE UNDERSTANDING
inferred← citeshttps://doi.org/10.5753/sast.2026.31048openalex-snapshot
Investigating Cognitive Demands in Software Testing Activities: An EEG-Based Experimental Study
inferred← citeshttps://doi.org/10.5753/sbes.2025.9603openalex-snapshot
Measuring how changes in code readability attributes affect code quality evaluation by Large Language Models
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