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At the institutional level, it will be useful to examine the role of such approaches in a more holistic context of academic integrity violation.
All of them opted to write a reflective essay instead of attending an integrity violation resolution meeting that would have gone on their academic record in the university.
Students are then informed about the sanction they will receive, which may be a zero on the assignment (or in some cases, a lowering of their grade) but are also given a choice on how to deal with their integrity violation: attend an integrity violation session facilitated by an integrity counselor or to write a reflective essay.
By using single value mutations, we might actually be able to emulate some data quality problems that refer to multiple values (e.g., violation of referential integrity, violation of functional dependency).
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Academic integrity violations have become widespread and pervasive in the university.
The problem is that the crypto journalism space is rife with integrity violations and reporters with questionable expertise.
In the context of plagiarism and other academic integrity violations, it would appear then that being caught in a plagiarism situation is a "disorienting dilemma" for a student.
The students are informed in the syllabus about integrity violations and sanctions, which is discussed during the first week of classes.
Innovative reflective approaches warrant further research for inclusion as significant elements of a wise and holistic institutional response to academic integrity violations.
However, there has been little research or reporting on the use of reflection in responding to academic integrity violations in general and plagiarism in particular.
Self-reflection may not only reduce the incidence of plagiarism and other academic integrity violations but may also be conducive to the growth of practical wisdom and inner change that spills over into other dimensions of integrity.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com