Academics are judged by the publications not their implementations, so the system favours over-sold manuscripts and it-ran-once implementations. Until funding is conditional-on (and provided for) robust well maintained code it will remain challenging to get reproducibility.
Frequently the PIs (bosses) will not even glance at the repositories written by junior members, probably can't read code anyway, and certainly won't allocate time for their maintenance. Even worse, most academics who do publish code have never been exposed to real world software engineers, their techniques, or tools.
Frequently the PIs (bosses) will not even glance at the repositories written by junior members, probably can't read code anyway, and certainly won't allocate time for their maintenance. Even worse, most academics who do publish code have never been exposed to real world software engineers, their techniques, or tools.