Hi everyone! Major apologies for the radio silence. I was on the road for a good while, and when I got back, I had to immediately move into a new apartment. Between this, lots of Firecracker MD and Firecracker DO product enhancements, and a few rounds of Mortal Kombat (hey - a guy needs some down time once in awhile), I haven't been able to get back to you all as quickly as I'd like. Promise to be better about this going forward. Anywho - I'll reply to all of the specific questions soon, but I want to first shed some light on the adaptive algorithm since this seems to be the source of most of the curiosity (and understandably so).
The algorithm is currently adaptive in one major way: We always recommend the highest priority questions for you to review first in your daily quizzes. So within the questions you have recommended each day, you are always recommended the questions that you are at the greatest risk of forgetting first (we are working on including a unique visualization of this in the prioritization tab on Today's To-Dos). However, right now in Firecracker MD and Firecracker DO we're assigning you a fixed number of questions to review each day based on your desired exam score and how much time you have until your exam date. These starting numbers are generated based on correlations with past Firecracker student usage and success. It is by no means a gimmick, but it certainly isn't perfect due to its inflexibility - your daily goal doesn't currently change with your performance or topic marking. But that is about to change.
Very soon (think weeks, not months) we are adding a second, more advanced adaptive layer: Your recommended number of weekly questions in Firecracker MD/DO will fluctuate based on the number of high priority questions that you have each week. The number of high priority questions you have each week is a function of your level of usage, performance on your quizzes, marked content, and the priority levels of your marked content (Urgent, Current, Past). We've been using the first three weeks of Firecracker MD/DO to understand how students are using the new app, especially to understand how different students mark topics as Urgent, Current, or Past. Now that we have a solid understanding of this, we're implementing both a variable weekly question count and a variable percentage of questions from Urgent, Current, and Past based on which questions are highest priority in each group. We actually launched the latter of these two yesterday. You can
read about it here, if you're interested.
These first three weeks of Firecracker MD/DO have been critical for understanding how to implement the second aspect of our adaptive features in the new system, and we're constantly working to give you a more efficient review system. You're all super bright, so I'm not surprised you have these thoughtful questions; in fact, I was completely expecting them once we launched. I just want you to know that our plan all along was to release these major adaptive layers incrementally so as to ensure that it was optimally tuned to the way in which students are using the platform. I promise we're taking very measured and meaningful steps here. Cheers!