ABSTRACT
Many medical students use spaced repetition as a study strategy to improve knowledge retention, and there has been growing interest from medical students in using flashcard software, such as Anki, to implement spaced repetition. Previous studies have provided insights into the relationship between medical students' use of spaced repetition and exam performance, but most of these studies have relied on self-reports. Novel insights about how medical students use spaced repetition can be gleaned from research that takes advantage of the ability of digital interfaces to log detailed data about how students use software. This study is unique in its use of data extracted from students' digital Anki data files, and those data are used to compare study patterns over the first year of medical school. Implementation of spaced repetition was compared between two groups of students who were retrospectively grouped based on average performance on three exams throughout the first year of medical school. Results indicate that students in the higher scoring group studied more total flashcards and implemented spaced repetition via Anki earlier in the year compared to the lower scoring group. These findings raise the possibility that implementing spaced repetition as a study strategy early in medical school may be related to improved knowledge retention and exam performance. Additional research should be performed at more sites to further examine the relationship between spaced repetition implementation and exam performance.
ABSTRACT
Intracortical microelectrodes are used with brain-computer interfaces to restore lost limb function following nervous system injury. While promising, recording ability of intracortical microelectrodes diminishes over time due, in part, to neuroinflammation. As curcumin has demonstrated neuroprotection through anti-inflammatory activity, we fabricated a 300 nm-thick intracortical microelectrode coating consisting of a polyurethane copolymer of curcumin and polyethylene glycol (PEG), denoted as poly(curcumin-PEG1000 carbamate) (PCPC). The uniform PCPC coating reduced silicon wafer hardness by two orders of magnitude and readily absorbed water within minutes, demonstrating that the coating is soft and hydrophilic in nature. Using an in vitro release model, curcumin eluted from the PCPC coating into the supernatant over 1 week; the majority of the coating was intact after an 8-week incubation in buffer, demonstrating potential for longer term curcumin release and softness. Assessing the efficacy of PCPC within a rat intracortical microelectrode model in vivo, there were no significant differences in tissue inflammation, scarring, neuron viability, and myelin damage between the uncoated and PCPC-coated probes. As the first study to implant nonfunctional probes with a polymerized curcumin coating, we have demonstrated the biocompatibility of a PCPC coating and presented a starting point in the design of poly(pro-curcumin) polymers as coating materials for intracortical electrodes.
