Linguistics

Philosophy

Vocabulary

Syntax

Computer security

Programmer

Compiler

Computer science

Word error rate

Empirical research

Jargon

Epistemology

Artificial intelligence

Programming language

Readability

Human–computer interaction

Key (lock)

Multimedia

Programming error messages play an important role in learning to program. The cycle of program input and error message response completes a loop between the programmer and the compiler/interpreter and is a fundamental interaction between human and computer. However, error messages are notoriously problematic, especially for novices. Despite numerous guidelines citing the importance of message readability, there is little empirical research dedicated to understanding and assessing it. We report three related experiments investigating factors that influence programming error message readability. In the first two experiments we identify possible factors, and in the third we ask novice programmers to rate messages using scales derived from these factors. We find evidence that several key factors significantly affect message readability: message length, jargon use, sentence structure, and vocabulary. This provides novel empirical support for previously untested long-standing guidelines on message design, and informs future efforts to create readability metrics for programming error messages.

On Designing Programming Error Messages for Novices: Readability and its Constituent Factors