Skip to main content
. 2025 Aug 5;16:1305–1316. doi: 10.2147/AMEP.S520398

Table 3.

Opportunities for Improvement Codebook

Code Full Name Description Code Full Name Description
BLK BLanK Nothing written in - no response to assigned question BSC BedSide Copy was desired Participant wanted pdf or other portable version of the materials to be able to carry to the bedside for clinical use
NIN No Improvement Needed Indicated that no improvements were identifiable for the session ENH Exercise or activity Not Helpful A specific activity, practice, or game was not seen as supporting learning and worth the time
UND UNDecipherable Comments could not be interpreted from written form, or responded as “not sure” PRB Pre-Readings/ videos were Burdensome An excess of pre-class requirements was not helpful. Not enough time to prepare. Too many places to find required items
SUS Poor Teaching/ Scaffolding not sufficient Instructors did not create effective learning environments or were lacking in some way ANH Aids were Not Helpful Something about mnemonics, graphics, or recordings/videos was not conducive to better understanding of the skill
WPC Wrong Place in Curriculum Participant indicated that this session would have been more meaningful either earlier or later in the curriculum Collapsed into ANH, see note above. Videos were Not Helpful For whatever reason, the content of the videos was identified as least helpful to learning
NEF Not Enough Feedback Wanted more opportunity to get feedback of own understanding and skills NEV Not Enough Videos Session could have been improved by additional similar videos
DNH Discussion Not Helpful Discussion of one or more topics was seen as not contributing to effective learning SNH Simulation Not Helpful Did not find the simulation experience or debriefing helpful, including needing more structure
NET Not Enough Time to think Wanted more time to understand what was being presented FPP Faster Pace Preferred Session had too much repetition or could have moved faster
STD Steps Too Dense Too much being taught at one time. More complexity than could be managed as learner SUB SUrveys were Burdensome Reported that the surveys were the least helpful for learning
NEP Not Enough Practice More time practicing skills was desired to gain competency and to meet objectives CCN Clarify Course Navigation Confusing or forgotten instructions

Notes: Third year students on internal medicine rotation, Nov. 2017 - June 2018. Boston University Medical Center, Massachusetts, USA. Codes were developed using a constant comparison methodology, with the final codebook based on consensus discussions.aaSome responses contributed to more than one code (primary and secondary) and codes contributed to more than one theme. However, each response was counted only once toward the primary code and only once toward the primary theme. See Results section for details.