Below is a list linking to the full text of academic (mostly scholarly) Performance Improvement & Training-focused journals in the Training & Development and Organizational Leadership fields.
Note that a journal may be scholarly without having an official process of peer-review in place.
These links are for doing web background searching in the field of Training & Development.