This report builds off the first one that was created back in Fall 2024 to answer the following question(s):
What are the best days and times for the Aquinas College Writing Center (AQWC) to be open?
Also, how should the AQWC schedule be structured to be able to help the most writers? Essentially, how many consultants should be on shift during certain days and hours; When should the AQWC be open and closed each day; and many more questions.
In order to answer these questions, we will be going over and using the many data sets that have been created and retrieved from the WCOnline and Accudemia scheduling systems that the AQWC uses to allow writers to make appointments.
We highly recommend looking at the past report as a reference to compare this new report with. Seeing the change in the data over the past two years (from 2024 to 2026) can be beneficial to see unique trends that could help shape ideas of how to create the perfect schedule.
Just for some context, this is what our AQWC schedule looked like back at the end of the 2024 academic year:
Monday 10 AM - 6 PM
Tuesday 10 AM - 12 PM and 2 - 8 PM
Wednesday 10 AM - 6 PM
Thursday 10 AM - 6 PM
Friday 10 AM - 12 PM
Sunday 5 - 7 PM
And here is what it looks like at the end of the Spring 2026 semester with the first reports help:
Monday 12 - 4 PM and 6 - 8 PM
Tuesday 2 - 8 PM
Wednesday 11 AM - 4 PM
Thursday 12 - 4 PM
Friday 12 - 4 PM
Throughout, we will need the functionality of the tidyverse package, mainly to create the many visualizations we will use; they will mostly be bar graphs. The DT package is to help with creating nice looking data tables. Finally, the readxl package is there to import all of the excel data sets that are from the AQWC’s scheduling systems.
library(tidyverse)
library(DT)
library(readxl)
For the data tables, we will be using the same ones as seen in the first report, just now updated with new data collected after the first report was created. The only new data table is the master spreadsheet created to hold all of the data that has been collected on WCOnline in 2021 to 2025 to now, in 2026, with Accudemia and Google Forms.
There are 35 total variables in the data set, but only 10 are
essential to look at for this report. The first one being
Schedule Title (Shows which semester the data is for that
row), Appointment Date (Shows which date the consultation
data took place), Year (Shows which year the consultation
data took place), Month (Shows which month of the year the
consultation data took place), Day of Week (Shows which day
of the week the consultation data took place), Time (Shows
which block of time the consultation data took place [split between one
hour blocks and half hour blocks of time due to the AQWC changing to
half hour blocks in the past two years]), Start Time (Shows
which time of the day the consultation data took place),
End Time (Shows which time of the day the consultation data
ended at), Length (Minutes) (Shows how long the specific
consultation took), and Off-Schedule Report (Shows if the
consultation took place during the AQWC’s operating hours or a
consultant helped a writer outside their designated hours).
There are 6 total variables in the data set, and all of them are
important for this analysis. The first one is Start_Time
(the 1 hour block of time that the consultation took place),
Weekday (the day of the week that the consultation took
place), Months (the month of the year that the consultation
took place), and finally Count (all of the variables
previously mentioned have their own count to see how many each of them
occurred and to see which ones are the most popular).
There are 3 total variables in the data set, and all of them are
important for this analysis. Semester (this is all of the
semesters that we have had at Aquinas College where we have been able to
collect data for, which starts at Fall 2021 and goes up to Summer 2026),
Starting_Time (the 1 hour block of time that the
consultation took place), and, lastly, Count (this shows
how often that time during a specific semester was popular compared to
previous and future similar times).
There are 11 total variables in the data set, but only 10 of them are
the most important for this analysis. First one in the data table is
Year (the years during the time frame of Fall 2021 to
Summer 2026 semesters), Month (the months during the time
frame of Fall 2021 to Summer 2026 semesters),
Day of the Week (the days of the week during the time frame
of Fall 2021 to Summer 2026 semesters),
Was the Hour Booked? (this shows if a writer has booked
that hour or not), How Long was the Consultation? (this
shows how long the consultation was on that day),
Who is Coming at This Hour? (this shows which class
standings– Freshman to Graduate Students– are coming in at this hour),
What Course is it for? (this shows what class the writer is
coming in for), Are they a Commuter Student? (this shows if
the writer who is coming in is a commuter student or not),
What Type of Consultation was it? (this shows if the
consultation was an in-person or online consultation).
The data tables after here are taken straight from the previous report, and have no new data due to the AQWC not surveying the consultant and student body again since the first report was made. We have chosen to keep these data tables in this report to be easily accessible and are still valuable to look at to compare with the new data that has been collected.
There are 9 total variables in the data set, and all of them are
important for this analysis. Firstly there is
Are you opposed to or willing to try a potentially new schedule for the 2025 Spring Semester? (1 Fully Opposed to 5 Fully Willing)
(this is to gauge the consultants to see how many of them actually are
okay with changing our schedule for the Spring 2025 semester),
If the Aquinas Writing Center was open past 11:00 PM, but only for REMOTE consultations, would you be willing to work a late-night shift?
(this is to gauge the consultants to see which ones are okay with
consulting remotely at late hours),
Put yourself in the writers' shoes: what times and days do you think the WC should be open?
(this is to see what the consultants think are good times for the
Writing Center to be open to help the most writers),
Would you be okay with potentially ditching the idea of having consulting hours over the weekend?
(this is to see how the consultants feel about not having consulting
hours over the weekend),
Do you find the walk-in hours to be beneficial? (this is to
see if the consultants think keeping the walk-in hours is a good idea),
Please comment further on the walk-in hours. (this is to
get the consultants opinion further on why they chose yes or no to the
previous question about walk-in hours),
Would you like to (potentially) have some sort of late night chill coffee/cafe vibe consultation experience?
(this is to see what the consultants think about experimenting with a
new type of atmosphere similar to a coffee shop),
Any additional thoughts or comments about our WC schedule?
(this is to ask the consultants if they have any final questions or
comments they would like to add), Count (this count is just
for the first variable to see how many consultants are wiling and
opposed to a new schedule next semester).
There are 8 total variables in the data set, and all of them are
important for this analysis.
Have you ever been to the Writing Center here at Aquinas College?
(this is to see how many of the students who filled out this survey have
already been to the AQWC),
Are you a student enrolled in the Block Pilot Scheduling Program this semester?
(this is to see how many of the students who filled out this survey are
in the block pilot program here at Aquinas College. The block pilot
program is only offered to freshman students. The freshman only take one
class at a time every three and a half weeks rather than multiple
classes at the same time each semester.),
What do you think are the best days for the Aquinas College Writing Center to be open for in-person consultations?
(this is to see what the writers think are the best days for the AQWC to
be open. They were asked to choose their top three days of the week),
What do you believe are the best times for the Aquinas Writing Center to be open for IN-PERSON consultations?
(this is to see what the writers think are the best times for the AQWC
to be open. They were asked to choose their top three blocks of time),
If--hypothetically--the Aquinas College Writing Center could be open 24/7 the whole semester, what times and days would you most frequently use to come to the Writing Center?
(this is to see what would be the best days and times the writers would
like the writing center to be open if there were no restrictions),
If the Aquinas Writing Center provided REMOTE/ONLINE consultations past 11:00 PM would you use them?
(this is to see if the writers would like it if the writing center
provided remote only consultations at late hours),
Is there anything else you would like to add? (this is to
see if the writers who took this survey have any additional suggestions,
comments, or concerns about our schedule for next semester),
What would bring you to the Writing Center? Or back to the Writing Center more often?
(this is to see what the writers who took this survey would like or want
to see more to bring them to the writing center more).
For the visualizations, We thought the best way to tackle the main problem of this report was to make various bar graphs from the data tables that we have displayed earlier in the report. This can allow us to compare the one-hour block appointments between each other to see what our most busiest times are, and also be able to do this for the days, months, semesters, etc. to see when we should be open the most and when we should be closed. The visualizations will also be separated into three sections; the first one being the data seen earlier overall, only the fall semester data, and, finally, only the spring semesters’ data. This was done because we have noticed from the data, and working at the Writing Center, that our hours are different between the two semesters for when writers come in.
Looking at the graph, the most popular times for consultations to occur are the late mornings (10:00 AM to 12:00 PM) to afternoon (12:00 PM to 4:00 PM) times. The evening times (4:00 PM to 8:00 PM) get way less total consultations than the previous mentioned times. The times that get the least amount of consultations are the early mornings (before 10:00 AM) and late evening (after 8:00 PM) times.
Looking at this logically, this makes a lot of sense. Students are usually more willing and available to use resources in the morning to afternoon times because they are more free then. With Aquinas having many freshman students on the block model, the afternoon times are the perfect times for them to come in after their 9:00 AM to 12:00 PM class to get help. For the late morning times, this could be where many students are coming in for a quick help before having to go to class. We have noticed that at Aquinas, many students do not use the 4:00 PM to 6:00 PM time most likely due to this being dinner time and many of them are going to the cafeteria with their peers. Many students do not come late in the day more likely than not because this is when they are winding down from the day and do not want to be doing an assignment. A similar logic can be used for the early morning, but in reverse. Many students are just starting their day and do not want to start their morning working on their paper.
We propose that the AQWC hone in on making sure that the late mornings and afternoon hours are as available as possible. This would mean having them available for appointments and walk-ins every weekday and having the most consultants on shift then. The early evening hours can still be available, but they do not have to be available every weekday– potentially only on some days. This is also when there can be only one to two consultants as it is far less likely that there would be a huge influx of writers coming in at those hours. Lastly, the AQWC should look to not have any hours before 10:00 AM and past 8:00 PM due to there being very little consultations happening at those times. We believe that many of those consultants that did occur at those hours could have been off-schedule consultations where a consultant was helping a friend, roommate, or dorm-mate.
Looking at the graph, the most popular day of the week is Mondays with over one thousand total consultants, followed by Tuesdays to Thursdays all being over nine hundred total consultations in total. Lastly, Fridays and Sundays are the ones with the least amount of total consultations compared to the other four which are all relatively closer to each other. Fridays and Sundays being this low makes sense because there are not as many hours that the AQWC is open on those two days, so there are not as many opportunities for these two days to get as many consultations. Also, many writers more than likely do not want to come in on those days unless they absolutely have to because many would rather enjoy their weekends.
Monday being the top day of the week is interesting because we would think that one of the days in the middle of the week would have more because professors would typically assign a writing assignment in the beginning of the week. Then the writer, if they needed assistance, would come in on one of the days in the middle of the week for help. Our thinking as to why Mondays are most popular could be because the writer worked on the paper over the weekend and wanted someone to look it over, or the professor assigned the writer a paper and they needed help understanding it. Those are just two ideas we came up with.
With this visual above, we think it would be best for the AQWC to only be open on weekdays as the weekend hours are not as popular with writers and consultants, as will be seen later in the report with the survey results. Having more hours open and/or more consultants on shift for the top four days of the week would be ideal to take advantage of writers coming in. We believe that Fridays should stay how it is with just afternoon hours because of the similar logic that writers and consultants do not want to be working on a paper on the weekend they do not want to on a Friday evening also.
Almost all of the weeks after the respective semesters break (fall or spring break) have the most consultations (weeks nine to sixteen). The only ones that do not are week nine and week sixteen. These two make a lot of sense. Week nine being decently popular even though it is right after every student comes back from break shows that they are potentially coming in for papers that might have been assigned before the break and are due soon, so they are coming for some help. Week nine being just as popular as week eight is interesting because this shows that there is basically a fifty-fifty split of students coming in for help on a paper before a big break happens and some who wait till after the break to come in.
Another thing we notice is that many of the weeks in the first half of the semester (mostly weeks 1 to 3) do not perform as well as their second half of the semester counterparts. This makes sense because not many writing assignments are handed out this early in the semester, and if they are they are most likely longer pieces that students get plenty of time to work on before having to turn anything in. Interestingly week four is pretty high up on the list even though it is not that deep in the semester. This could be due to the fact that this is when many midterms start to get assigned and other papers from the beginning of the semester are going to be due soon. Mostly all of the late first half of the semester weeks are up there in total consultations right up until the break. Which makes sense because of potential midterm papers being due soon.
With everything in mind, we believe that the AQWC should look to focus their attention on having the most available hours and consultants on shift during the second half of the semester to be as available as possible for students when they are needed most. The AQWC could start the semester with fewer hours and fewer consultants on shift at the same time in the beginning of the semester when it is not as busy, then start to increase the amount of hours and consultants on shift as the semester progresses. It is important for the AQWC to be available during and around the midterm and final week times to help the most writers as possible.
The two most popular months are November and April. These two make the most sense as they are both the second to last months for the fall and spring semesters, respectively. This is around the time when most students have big final papers or presentations given to them and they come in for help around this time. The other popular months are all the ones that are in the middle of the two respective semesters. These also make sense because many professors hand out smaller writing assignments throughout these months, so many writers come in for those. The least popular months are, of course, the beginning of the semester months; January and August. These being this low are plausible due to the fact that both semesters start in the middle of these two months and not many writing assignments get given at this time. June and July can be disregarded for this analysis because they are outside the two semesters and have very few consultations. The one interesting thing is that December has way more consultations than May even though both are the ending months of their respective semesters. We theorize the reason this could be happening is because December is also when there are winter consultations happening, so that could play a part, but then January should also see a big jump, right? Potentially professors sign more writing assignments at the end of fall semesters than in the spring?
Overall, we propose that the AQWC focus their efforts on being the most available and on staff during the second month of the semesters to the last. The beginning months can be disregarded as not as many consultations happen during those times as compared to the later semesters.
The most popular hours for 10:00 AM shifts are the sixty and thirty minute marks. These two make sense because these are the main two lengths of times that the AQWC provides and advises writers to use. For them to be the two most popular ones makes sense then. The two lengths of times before these two are the twenty and forty minute marks. The twenty minute mark is slightly more than the forty minute mark. This is interesting because this means that there are many writers who come in that do not need a whole hour to get the help they need. Many are probably coming in for one or two main issues or a handful of smaller ones that they want to go over with the consultant, so they do not need as much time. With more consultations being thirty minutes or less means that the AQWC can provide more consultations to its student body per hour. This is good to allow for as many people to utilize the resource as needed. This is partly why the AQWC switched from only allowing students to schedule one hour consultations to having the option to schedule thirty minutes or an hour. Many writers do not need the full one hour like some maybe do.
With everything mentioned about the graph above, we believe that the AQWC should stay with how they are doing their 10:00 AM hours like all the other hours they have. It has been working well so far, so no need to change it.
There are no days of the week that have more 10:00 AM shifts booked than nonbooked. All of them had half as much booked than nonbooked for each day of the week. The only two days of the week that have the most booked consultations are Wednesdays and Tuesdays. Which makes some sense as they are middle of the week days, so there is more chance that a writer would come in after a class session or two to ask for some help. Thursdays having less booked consultations than Mondays and Fridays is interesting though. We think Fridays having this much could be due to there being less hours available on that day of the week, so it sort of forces writers to have to come to that hour if they need a consultation. Monday could be due to it being the beginning of the week and a student might come in early because they worked on their paper over the weekend and would like someone to look it over. Overall, this shows that not many 10:00 AM shifts get booked as they should to constitute keeping them. If the AQWC has to/wants to keep a 10:00 AM shift open it should be one of the two days of the week that get the most appointments made, since they get the most visits than the others.
There is only one month that had more 10:00 AM shifts booked than not booked and that was in the month of November. It is also the month with the most 10:00 AM shifts that had a consultation. Many of the months had far less booked than nonbooked appointments for its 10:00 AM shifts. The biggest ones being August and January (June and July should be disregarded because they are out of the scope of the fall and spring semesters). This makes sense as there are far less days available for consultations to happen in those months as the semesters start in the middle of these months, and not many professors hand out writing assignments during them. There are quite a few months that have almost the same amount of booked versus nonbooked 10:00 AM shifts. Those months (September, October, March, and April) should be monitored and still have some 10:00 AM slots open based on the previous graphs’ data also taken into consideration. The AQWC should focus on November the most and have 10:00 AM shifts to help with the increase in writers coming in for the finals during the fall semester at that time.
Just like with the overall hours graph, the most popular hours are the afternoon and late morning hours, and the evening hours are the least popular. This tracks because the AQWC offers early morning and afternoon hours every weekday, while only offering evening hours on two days of the week (Mondays and Tuesdays). The afternoon hours being the most visited hours makes a lot of sense because of Aquinas testing out the block schedule model, which makes students have one class every day from 9:00 AM to 12:00 PM, so they can only use afternoon and evening hours. Also, more students just want to get things done earlier in the day to be able to use their evening time to relax (this is from personal experiences). The hour with the least overall total consultations are the early morning and late evening hours. This is due to these hours not actually being offered by the AQWC and are from consultants who did off-schedule reports.
Taking this graph into consideration, we believe that the AQWC should keep it where they prioritize having late morning and afternoon hours available every weekday. These are the most used consultations slots, so the AQWC should look to put more consultants on shift in the afternoon hours (mainly in that 12:00 PM to 2:00 PM window, preferably). The evening hours can still be offered for any night owl writers who need it, or when the afternoon hours get fully booked. These should only be offered on certain days, we like the idea of only having evening hours on two days, and think this graph should be paired with the next graph on weekdays to see which are the top two, and make those the ones that have the evening hours. The early morning and late evening data can realistically be disregarded as they are only one-off consultations and would be hard to implement since our hours are dictated by when the library is open.
Monday is the most popular day of the week for the fall semester with over six hundred total consultations. The least popular, of course, being Friday and Sunday because the two days have way less hours available for writers to come in than the other days of the week. Monday being the most popular is interesting, because many would think it would be one of the days of the week in the middle because they give the writer time to come in after learning what writing assignment they have to work on for the week. Maybe Mondays are more popular because many students come in to have their paper looked at after working on it after the weekend, or maybe to help with brainstorming.
Whatever the reason, we think that the AQWC should keep the Writing Center open all of the weekdays to allow students to have an ample amount of opportunities to come in when they most need to. The only thing is that the weekend, Sunday, hours should be removed as they are not a popular choice by both writers and consultants. The AQWC should look into having more consultants and/or more hours available during Monday to take advantage of the higher number of writers coming in that day. The other days could have the normal two consultants per shift and hours like in previous semesters.
What the graph is telling us is that the most popular weeks are at the tail end of the fall semester. Almost all of the top weeks in the semester are in the second half of the semester that are after the fall break. What is interesting to notice is that week four is the sixth most popular week and week nine is the fifth least popular one. Week four being this popular has to most likely be due to when midterms start being given. This means that many students are coming into the AQWC for help with any kind of midterm paper they have. Week nine on the other hand is much more interesting. This is the second week after all the students come back from fall break. Week eight being more popular than week nine is fascinating because we would think it would be the other way around, no? It looks like more students come into the AQWC right after the break to get help with their paper than later. This is probably because most students (from experience) do not think about their homework during break and when they come back have a lot of things they have to finish when they come back. The other more obvious data point we can see is that most of the least popular weeks are the ones in the first half of the semester. This must be due to the fact that not many writing assignments are given out at this time, and if they are they are not due until way later in the semester, so students do not come in that early to work on it. The two least popular hours being week sixteen and one are the most obvious. Week one being at the very bottom is because there is no reason for students to come in on the first week unless their instructor made them just see what the AQWC is all about. Week sixteen being this low is because most students come in much earlier to get help with their final papers, and most of the students who do come in during this week are just for final touches or one last look through before sending the paper.
Overall, we think that the AQWC should focus their attention on prioritizing the second half of the semester by having the most hours and consultants available during that time. The first week of the semester can still be staffed and have hours, but it does not have to be all the time since not many students will be coming in until around the start of when midterms are handed to students.
Looking at the graph, November is by far the most popular month in the fall semester with over eight hundred total consultations. This is more than likely due to the large number of freshmen who are taking the first year seminar class, and potentially because of the ENGL203 class with many of those students coming in for help with their praxis proposals. There could also be other classes that we are missing that give their students a lot of writing assignments during this time. All the other months are also quite popular, with only August being the lowest with a little over one hundred total consultations.
With everything shown in the graph above, the best thing that we propose the AQWC to do is to heavily focus on the November month by being open more often and/or have more consultants available on shift to take advantage of this high influx of writers coming in. As for August, we believe that the AQWC should look to not have the Center potentially open during this month at all. Largely because this is the beginning of the semester, so not many students are going to have writing assignments to come in for, and because the semester starts in the middle of August. The rest of the months can stay how they are because they are doing fine with how they are.
Just like the fall popular hours graph, the same trends are happening in this graph as well. The most popular hours are the early afternoon hours, then the late morning and late afternoon hours, after that the evening hours, and lastly the early morning and late evening hours.
The most interesting thing about this graph is seeing the distribution and trends of these hours compared to one another based on the semesters. For example, the most popular time slot (2:00 PM) had, from three out of the five fall semesters so far, over ninety total consultations in Fall 2025, 2024, and 2022 with 2025 having the most at one hundred total consultations. It is interesting to note and speculate what could have caused the dip in total consultations for this hour during the fall 2021 and 2023 semester. Were the writers who were coming in these hours decided to go to other time slots that worked better for them? Were these semesters ones that had the lowest amount of overall total consultations for the entire semester? Looking a bit more down the first part of the graph we see that the next time slot, after the 2:00 PM, had eighty-one total consultations for fall 2023, so were more writers choosing to go in at 3:00 PM instead of at 2:00 PM, and why? The hour before 2:00 PM had only fifty-five (a bit hard to read because of the overlapping numbers). Things like this are stuff that the AQWC should look into and investigate potentially. Another interesting thing that can be spotted is how the 10:00 AM shift has lost its popularity and had less consultations than the previous semester. In fall 2021, the 10:00 AM shift ended with ninety-two consultations, and in fall 2025 with four! This is heavily influenced by the AQWC not offering 10:00 AM time slots anymore and this is just off-schedule reports that consultants had. The 11:00 AM shift also saw a massive decrease in total consultations in fall 2025, which most likely had to do with the fact that the AQWC only offers one 11:00 AM time slot, unlike in previous semesters where they offered one every weekday. The hour even dipped a little in the fall 2023 and 2024 semesters from being a consistent ninety-three in the fall 2021 and 2022 semesters. A reverse effect can be seen with the 7:00 PM hour. Before the AQWC only offered one 7:00 PM hour on Tuesdays, but now that they offer one on Mondays and Tuesdays starting in fall 2025, the hour had the most total consultations in the most recent semester than in any of the previous ones. It is still impressive to see that the fall 2021 and 2022 semesters had over half the total consultations that fall 2025 had with only one day having this time slot. Second to last thing that we would like to mention is that there are a couple hours that have a bell curve shape to them. Meaning that they had the most consultations in the fall 2023 semesters. This can be seen with the 4:00 PM and 5:00 PM hours. This is interesting because these are the two hours that the AQWC chose to not have any consultation times available because they believe that not many students come in during these hours; thanks in large part to many going to dinner around this time. What could have caused these hours to have this many in the fall 2023 semester? Lastly, only five out of the seven hours that the AQWC has available (11:00 AM to 8:00 PM, excluding 4:00 PM and 5:00 PM) had the most consultations in the fall semester. This is a great thing to see because it shows that the AQWC is getting more and more foot traffic to it after each semester.
As for a potential schedule using this graph, a similar idea to the one we came up with for the AQWC using the popular hours can be applied to this graph as well as they are the same graphs, just that this one shows the spread for each fall semester to compare and see trends.
All of the days of the week are spread out in terms of the length of consultations they have for 10:00 AM shifts. The two most obvious popular consultation length times being sixty and thirty minutes due to these lengths being encouraged in the AQWC. Writers are allowed to make appointments that are thirty minutes, and if need be, go an extra thirty minutes if no other writer is coming in. The consultation length that is the third most highest on the graph is the twenty minute mark, which is interesting to see. This happened the most with Wednesdays which is another thing. This length of time could be popular due to freshmen who are coming in and trying out the AQWC resource, but do not need to use the whole time.
Keeping the 10:00 AM time slots for each day of the week work as it has been so far is the best choice we recommend the AQWC to do. It can be seen that the 10:00 AM shift is functioning like how any other hour should be with thirty and sixty minute consultations happening during them. Allowing students to go a bit under the thirty minute mark is fine to encourage them to keep coming back.
For the fall semester, there is only one day of the week that had its 10:00 AM time slot booked more than it was not booked, and that was Fridays. The rest had them divided roughly equally between booked and nonbooked, except for Thursday where it had almost double nonbookings than bookings. This is interesting to see because what could be causing Fridays to have this many 10:00 AM shifts being booked than the other days of the week. Our main hypothesis is that because this is the semester with the most incoming freshman students, and many of them have to take first year seminar class (a class to get them accustomed to college life), many of them are required to come into the AQWC to learn about this resource on campus. Maybe because of this many of them are coming at the last minute, thus causing Fridays to be the most popular.
Taking a look at this graph, we believe that the AQWC should prioritize having 10:00 AM time slots available for every day of the week in the fall except for Thursday because of them not being as widely used as the others. Fridays should get the most attention as they are the only day of the week that has more bookings. The other days of the week can be a bit more sporadic, and might not always need to be available throughout the semester.
Interestingly, 10:00 AM shifts are quite popular for the AQWC in the fall semester with November and December having more booked than nonbooked shifts, and October and September being decently popular themselves, but not having more booked than nonbooked. The only month that is not doing good is August with only three 10:00 AM shifts having a consultation in any of the fall semesters. The logic for September to November makes sense due to them being the middle of the semester months giving ample opportunity for writers to come in during that hour, but December on is much more interesting. We believe that this could be due to first year seminar classes being run much more in the fall semester causing writers to utilize the AQWC more in the fall. These classes prioritize students to utilize the resources around campus, and many of them have writing assignments that they give, so this could all contribute to these months having much more activity with the 10:00 AM time slot.
With all of this in mind, we propose that the AQWC keep the 10:00 AM time slot available for the fall semester due to its increased use during this time, with the only exception being to not have any in August because of the low activity. We especially encourage the AQWC to have this time slot open in November and December with them being more books than not. This graph should be paired with the one just before it to have a good sense of when exactly to have 10:00 AM shifts available for writers during the spring semester.
Just like with the two previous popular hours graph, the time slots with the most consultations are the afternoon and late morning hours. The evening hours are decently popular, with earlier times doing slightly better than the later ones. Then the hours with the least amount of consultations are the ones that the AQWC does not even normally offer because these were off-schedule consultations done by consultants, most likely, with people they know. Just like we mentioned a few times already, the afternoons are the best for freshman students who are on the block model, and, generally, most students do their work in the afternoons and/or are on-campus so they are more likely to come in at this time. The evening times are not as popular due to this being the time that many students go to the cafeteria to have dinner, and are winding down from the day. Late morning times still being this popular is interesting and a good sign. It shows that there is a good section of students who want to come in during the beginning of the day to get work done before class. This could also be due to the afternoon hours getting booked more, so some students are in a way forced to come in at an earlier time to get a consultation.
Just like we proposed for the overall and fall, we think that for the spring semester the AQWC should make sure they give students ample opportunity to come in during the afternoon and late morning time slots to best capitalize on bringing the most writers. Evening hours should still be offered, but potentially not as much. Having, at most, two or three days that offer evening consultations is the best way to still give students an opportunity to come in. Like always, the amount of consultants on shift should be carefully planned out by seeing which hours should have more than others. Based on this graph, spring semester should have three consultants on shift for the 1:00 PM to 2:00 PM block of time.
Mondays to Thursdays are the most popular days of the week for the AQWC with Wednesdays being the most popular day with around five hundred and fifty total consultations in the spring semester. Friday and Sunday being this low makes a lot of sense due to the fact that the AQWC never had many hours available during those days to begin with.
Using this visual as a starting point, we believe that the AQWC should keep all weekdays available for potential consultation times. The only thing that should be taken out is the Sunday weekend day because consultants are not a big fan of having to work then, and not many writers use it. The thing that the AQWC should do is prioritize more consultants on shift for Wednesdays and Mondays because those are the two most popular days for them. This could be by having more hours available, more consultants on shift, or a mixture of both.
Looking at the spring semester, the most popular weeks are all in the second half of the semester. The interesting thing is that it is not week fifteen that is the top week, like in the previous two iterations of this graph with overall and fall data, it is week thirteen. This is intriguing because this means that most students are coming in three weeks earlier than the final week of the semester to get assistance with their final papers. Another fascinating thing we see in the graph is that the two weeks leading up to spring break are much more popular with students than the two weeks after. This tells us that more students are wanting to work on their paper and finish them before leaving campus and going on break than having it sit and picking it back up when they come back. Another telling data point from the graph is that the first half of the semester is much less utilized than the second half. This is most likely due to the fact that papers are not due this early in the semester to warrant coming in super early for, so many writers come in a bit later in the first half of the semester. Also, week one being the least popular week is a running trend and it is easy to understand why it happens because there is no assignment given this early to make students come in. They might come in just to see and understand what the AQWC is all about during the first week or two. Once again, week sixteen being this low is because many students come in at this time for last minute touches and final look throughs, so not many students come in.
We recommend the AQWC focus less on the first half of the semester and more on making sure the second half of the semester is adequately staffed and has plenty of available time slots to help as many students as it can during the busiest part for the AQWC. The AQWC should also be more open and have more consultants on shift during the time span of when midterms and final start to get handed out to allow students to come in and get the help they need for those big writing assignments. This would be roughly weeks four to eight for midterms, and weeks twelve to sixteen for finals.
The most popular month, by far, for the spring semester is April with over seven hundred consultations, then with February and March both having close to five hundred total consultations. This shows us that, during the spring semester, the AQWC is the most busiest in the middle of the semester than they are in the beginning (January) or end (May) of the semester.
This makes complete sense because there are not many writing assignments professors give out to their students in January, and many professors give out final papers, presentations, and such to work on around April that are then due at the end of the semester, so not many writers come in during May for papers. Some could potentially come in for final looks and touch ups, but most come in during April like the graph shows.
Based on this visual, we believe that the AQWC should prioritize being open in the middle of the semester more. Potentially even not opening in January at all since the semester starts in the middle of the month and not many come in during that time. Keeping the AQWC open in May should be prioritized due to the fact that this is when finals week is and could help get students who need last minute help.
This graph is almost the exact same as the spring popular hours graph, except that the 10:00 AM and 3:00 PM hours are flipped. It is interesting that RStudios did this. Our best guess as to why this happened is just by hour the ggplot code organizes graphs that have three variables. In this case because there is a third variable (semesters) it orders them that way first, then the first variable next, and lastly the second one. With the most popular hour, the 2:00 PM time slot, the hour has two big spikes in total consultations during the spring 2023 and 2026 semesters, while the other three semesters hover around the low fifties to mid sixties range. It would be interesting to try and figure out what caused these two semesters to have a bigger spike than the other semesters. These two semesters have the most consultations for the 2:00 PM hour than the previous and next hour. Looks like writers who were coming in during these hours chose to rather go during the 2:00 PM shift than to the 1:00 PM or 3:00 PM shift. This could be due to things like the consultant that are available at those hours (like how many and who actually is at those times), or it could be that students were just more available to come at that hour. There are a few right-ish and left-ish skewed hours that can be seen. These are trends where one side is higher than the other. For example, the most telling right-skewed ones are the 10:00 AM and 11:00 AM hours. These two had much more consultants in the older semesters than the more recent ones, and see a decreasing trend. The more left-skewed trend is only seen with the 3:00 PM shift somewhat. The earlier semesters have more consultations than the older ones. There are a few bell curved trends that can be seen as well. The only true bell curve is the 4:00 PM hour, but the 5:00 PM and 6:00 PM are also slightly bell curved shaped. The 4:00 PM an 5:00 PM has to do with the AQWC removing these hours entirely from their schedule as they have seen that not many students utilize this hour compared to other ones. The 6:00 PM one is interesting because it is showing that this hour is starting to lose its popularity. Many of these hours have very fluctuating total consultations when comparing the semesters, but one hour has stayed relatively consistent and that hour is the 1:00 PM shift. This just goes to show that many students like this hour. It is a good time of day to bring in students. It might largely be due to students who finish their classes at 12:00 PM and want a consultation as soon as they possibly can. Lastly, there are no hours in the spring 2026 semester (the most recent semester) that had more total consultations than the previous four semesters. This is a bad trend to have because it is showing how less and less people are utilizing the AQWC in the spring semester. This is something that many consultants, staff, and faculty that work closely with the AQWC have noticed. The spring semesters are always the worst performing ones than the fall semester. It does not help with the rise of artificial intelligence like ChatGPT, Claude, and many more that students are not seeing a need to go to the Writing Center when they can get help with AI. This is something that needs to be addressed and looked at more closely to see what can be done to get the numbers during the spring semester to be as close as possible to the fall semesters. Whether that be getting more faculty and professors to push the AQWC, or coming up with more incentives to get students to come in.
As for a potential schedule using this graph, a similar idea to the one we came up with for the AQWC using the popular hours can be applied to this graph as well as they are the same graphs, just that this one shows the spread for each spring semester to compare and see trends.
The most popular consultation lengths for 10:00 AM shifts are sixty and thirty minutes. This makes the most sense because the AQWC has been providing and promoting hour long consultations the most for its whole life, and has recently switched to thirty minute consultations to allow for more writers to be able to come in and have a consultation, but these consultations can go up to sixty minutes if no one booked the other half of the hour. There are some outlier consultation lengths that have gone past the sixty minute mark, which is something that should not be happening due to consultants changing every hour. We do find it interesting though that the third most popular length of time for a consultation is forty minutes. This means that only really one consultation happens for every 10:00 AM shift, even though there is the chance for two to happen each being thirty minutes. This might mean that maybe only one consultation should be available during this hour as not many people come in at one time.
With this graph in mind, we think that having the 10:00 AM shift work how it has been, and like how all the hours have been functioning, is the best thing to do. Allowing writers to book thirty minute consultations, and the option to extend it to sixty minutes if needed, is the best way to go because of how spread out each of the days of the weeks are with consultation lengths. All of them are around the usual times for consultations.
The graph seen above shows that all of the weekdays are evenly popular with 10:00 AM shifts, and none are that far ahead of the others. The only one being a bit more popular is Wednesday (35), and being less popular is Friday (26). Friday being less popular makes some sense as this is when many students are getting ready for the weekend and might not want to come in to the AQWC as much, while Wednesday is a good time due to being in the middle of the week thus getting many of the writers who were potentially given writing assignments on Monday or Tuesday and might have come in for clarification or help.
All of the days of the week are not booked more than they are booked, which indicates that 10:00 AM shifts are not utilized as much during the spring semester as they could be by writers.
Using this graph to improve the AQWC’s schedule for 10 AM shifts, we believe that the AQWC should not have a 10:00 AM time slot available every day of the week, but should instead choose either one, two or max three days that would be best to have a 10 AM time slot for writers to come in. The best days of the week, for the spring semester, would be Wednesdays, Thursdays, Mondays, Tuesdays, and then Fridays, in that order. The only thing is that we believe that Mondays and Fridays should not have any 10:00 AM times at all due to those days having the most time off from the semester with breaks falling on those days.
Looking at what months are the most popular in terms of 10:00 AM time slots, those months are February (40), March (42), and April (49). Essentially the middle of the semester. This makes sense because during the semester writers have more of an opportunity to come in during those three full months than they have with the beginning and ending months of the semester; where the semester starts in the middle of January and ends in the middle of May.
Another big thing that can be seen is that no month had more 10:00 AM hours booked than not booked. This shows that this hour is not as needed as potentially other hours, so the AQWC could do with limiting how many 10:00 AM shifts they have available during the Spring semester.
Taking this graph into consideration, we believe that the AQWC– if they want to keep the 10:00 AM time slot– should only have it available for the middle of the months that have the most traffic to that hour. This means that we propose that there are no more 10:00 AM time slots available in the beginning of the semester and at the end due to there not being as much need for them. This is partly due to the shorter time available for those two months and not many written assignments are given in these months. January is when many professors and students are getting adjusted to the semester, and May does have papers and presentations, but many writers are at the end of doing them potentially. This graph should be paired with the one just before it to have a good sense of when exactly to have 10:00 AM shifts available for writers during the spring semester.
This visualization tells me that the overwhelming majority of our consultants are willing and are keen on the idea of changing our writing center schedule!
What this means is that the writing center can start thinking about how to change the schedule to best help the most writers, and use this report as additional information of how to go about that.
This graph shows that more of our consultants don’t like the idea of having remote late night consultations past 11:00 pm than do.
This means that for the new schedule we should probably not add this as an option for consultants to work on or for writers to schedule for. If we were to add this as an option we might only offer it every now and then because some consultants did say they were up for consulting at this time.
What I can notice from this visualization is that a lot of our consultants are okay with removing weekend consultations. Which makes sense because most of us want to have our weekends free so we can relax and have fun, and only work on the weekdays.
What this could mean for our writing center schedule for next semester is that we could very well not have weekend consultations if that is something our consultants don’t want to do anymore.
This graph shows that a vast majority of our consultants would like to keep the walk-in hours, and to have them how they are.
Looking at the written answers where consultants were asked to comment further about the walk-in hours, most said that we should advertise them better. Either on our scheduling system, WCOnline, by actually showing that there are hours there, instead of them being blacked out, and to show which consultants are on shift those hours, or other ways. Another recurring answer was to potentially change these evening walk-in hours to appointments only, or to have one consultant be a walk-in only and another to be an appointment only to have variability. Most consultants said that they feel the walk-in hours are beneficial if, for example, the whole day is booked then other writers still have a change to come in for a consultation. Another thing a consultant said was to maybe make them a first-come first-served sort of “list of priority.” Where writers can sign there name on a list so the consultants know how many walk-in appointments there are, and so students know when they can get an appointment.
Overall, just by looking at the graph and the additional comments about walk-in hours, I believe that we should keep them, but potentially change how they are done and to advertise them better so more students know about it.
This visualization shows that more students who have been and haven’t been to the writing center would not utilize late night remote consultations past 11:00 pm if we offered them than the ones that would.
This shows us that we should probably not have this as an option in our new schedule because not many students would be using it. If we were to add this, we might only offer it sporadically when we think we would get the most people using it.
This one is the same as the last one just with if the writer is a block student or not. It tells the same story like the last one where most block and non-block students would not use the remote late night service.
Same idea like the previous one I mentioned, we could offer it only some times throughout the semester when we think it might be used by the most students. Other than that it might be an idea that we scrap and not use because most students and consultants would rather not work on their paper at night.
This visualization shows that for the students that have been to the writing center before, and those who have not at all, they want the middle of the week days, Tuesday, Wednesday, and Thursday, to be when we are most open. With Mondays and Fridays being second and third, respectively, and Sundays being last. One thing that I see a bit differently with the students who have not been to the writing center is that they have chose Mondays about the same amount as the middle of the week days.
This tells us that we should focus on having more hours in the middle of the week. We should also have not as many but still quite a bit on the beginning and last days of the week. Finally, we should have the last amount of hours on the weekends.
Just looking at this graph, and not taking anything else into account, here is what I think our days should look like:
I believe that we should offer the most hours on Tuesdays, Wednesdays, and Thursdays. We should offer a little less on Mondays and Fridays, but a bit more on Mondays than Fridays, and offer only maybe a couple of hours on Sundays.
This graph is the exact same as the last one, but looking at block and non-block students. For the block students, they want the the last 4 days of the week to be when we are most open, with Mondays not that far behind, and Sundays the least amount. For non-block students it is basically the same as above with the middle of the weekdays being when we are most open, then Mondays, Fridays, and Sundays the least amount.
This means that the writing center should focus on having the most hours during the weekdays, more specifically Tuesdays to Thursdays, and a bit less on Mondays, and a even fewer on Fridays. We should have Sundays be only a few hours at most to accomodate students who would use it.
Just looking at this graph, and not taking anything else into account, here is what I think our days should look like:
Tuesdays to Thursdays is when we should have the most hours and consultants on shift to take advantage of the popularity of those days. We should then have Mondays be a little less and Fridays even more less than Mondays. Finally, we should have Sundays we our lowest amount of hours and consultants on shift since not many students chose that day.
This visualization shows that the most popular hours for students that have been to the writing center are 1:00 to 2:00 pm and 2:00 to 3:00 pm. With 3:00 to 4:00 pm behind them, and then a bunch of different times all around the same amount with 11:00 to 12:00 am being the least. For students who have not been to the writing center, the top three times are after 6:00 pm, 2:00 to 3:00 pm, and 1:00 to 2:00 pm. Then 12:00 to 1:00 pm is behind those times, and then we have a bunch of other times all around the same amount. Finally, 4:00 to 5:00 pm and 11:00 to 12:00 pm are the least.
This tells us that returning students want more hours in the afternoon and a bit in the morning and evening. First-time students also want more afternoon hours. On the other hand, they also want some more in the late evening, but not as much in the morning or late afternoon/early evening.
Just looking at this graph, and not taking anything else into account, here is what I think our times should look like:
I think that we should focus on having the most hours in the afternoon from 1:00 pm to 4:00 pm. We should also have possibly 3-4 consultants at these times to meet the demand for it. We should then have some hours from 4:00 pm to 6:00 pm. For how late after 6:00, that has to do with how long the library is open and how late out consultants are willing to work. We should probably have 2-3 consultants during this hour because it is somewhat popular. Finally, we should have some hours from 10:00 am to 1:00 pm. Here we should only have 2-3 consultants because it is about the same in demand as the evening times.
This graph is the exact same as the last one, but looking at block and non-block students. The most popular times for block students are 1:00 to 2:00 pm, 2:00 to 3:00 pm, and 3:00 to 4:00 pm with 4:00 to 5:00 pm being second but with way less votes. The rest have barely any one who chose them. For non-block students, their most popular times are also 1:00 to 2:00 pm, 2:00 to 3:00 pm, with after 6:00 pm being second. then all of the rest are about the same amount, with 11:00 am to 12:00 pm and 4:00 to 5:00 pm with the least amount of votes.
The block students answers make sense because they only have one class every day from 9:00 am to 12:00 pm, so the times that would work the best for them would be the 1:00 to 3:00 pm which are right after their class. What is interesting is that the non-block students also said how they preferred the afternoon hours as well for appointment times. The only other times that the non-block students liked were some in the morning and evening which probably only works for some students if they don’t have class then.
Just looking at this graph, and not taking anything else into account, here is what I think our times should look like:
I think that we should definitely have the most hours and consultants on staff, maybe 3-4, during the afternoon to take advantage of this popularity and to be able to help the most block-students. A lot of them have to come in for first year seminar class and other introductory courses, so being open for them at their preferred times will get them to come in more. Other than we should have some hours in the morning and evenings to accommodate for our non-block population on campus and staff those with 2-3 consultants to help as many as we can.
The biggest consensus from looking at what the consultants think are the best times and days for the Writing Center to be open is to not have anymore morning shifts. This means that we should open at noon (12:00 pm) instead. Another big idea that many consultants talked about was having more evening hours to help accommodate for those night owl students. So being open more in the evening till like 9:00 or 10:00 pm. Some consultants also wrote how they believe that the Writing Center should have more hours on Fridays, while a smaller amount said the opposite. A lot of them said that we should be the most active during the afternoon to get the most block students in, and that is typically when everyone is the most free to come in. Some said that we should look at when classes are in session and when team practices and games are and try to work around those schedules to be open the most for those kinds of students, like student-athletes. Some did say that we should potentially be open more on the weekends, like Sundays, because most papers are due Sunday night, and lots of students already come on the few Sunday hours we have. While a smaller minority said that we should not be open on the weekends at all.
Overall, based on only what our consultants think is the best schedule here is a hypothetical schedule:
We should be open from Mondays to Fridays, and potentially also Sundays.
For Mondays to Fridays we should be open from 12:00 pm to 9:00 pm. We should have 3-4 consultants on shift in the afternoon, and maybe around 2-3 in the evening. For Sundays, we could be open in the late afternoon to late evening, so like 3:00 pm to 9:00 pm. Have only 1-2 consultants on those hours.
Many of the consultants love the idea, but many of them think it would be hard to actually be able to do it. Some consultants gave the idea that we could do it at the Moose, the coffee shop we have on campus, others said we could do it in our new space by handing out the coffee we already have, others said we could do it elsewhere in the library maybe, while some said we could do it in coffee shops outside near the campus. Lots said they would like to do this for the evening hours to get more students to come in. Some think we should only do this on certain days because they worry about the popularity of it, and if many of the writers would be willing to buy coffee at all. Some think it would be hard to implement in our space because of how limiting it is.
All in all, this is an idea that is well liked by our team and is something we should consider because it could help us get more students to come in. This is something thought that needs to be carefully, rigorously, and thoughtfully planned out before we try and implement it in any way.
Mostly the consultants said the same things they said in the other long answer questions like more hours on Fridays, more evening hours, and be more friendly to writers coming in by offering things like coffee. Some consultants said how they already like how the schedule is now. One was wondering how our hours fit with study table hours, and another said having a more memorable/consistent schedule would help students know better when we are open. One consultant talked about how we could be open some days in the morning and other days in the afternoon. This could be for popularity of days.
Mostly the same things were said in previous questions so a schedule like the one I mentioned in the first long answer question (Consultants Ideas for When the Writing Center Should be Open) would apply with these answers from the consultants. They mostly just gave some answers to how we can change the schedule, and the rest were how to be more accommodating to students in various ways like more simple schedule, being more friendly, and how we fit with other services (like the study tables).
What I found interesting looking through what days and times the writers who took this survey think are the best times for the Writing Center to be open is that the most popular time was 1-2 pm for Mondays to Fridays. The second most popular time was 3-4 pm on Tuesday, then it was a bunch similar amount of choices between 12-1 pm, 2-3 pm, and 11-12 pm for Thursdays, Wednesdays, Mondays and Tuesdays. This is interesting that most writers want the afternoon times to be when the Writing Center to be open. It makes sense because most people are free at this time, also it is when the college doesn’t have any classes. Some survey takers mentioned times in the evening, and a few mentioned times in the morning. Most said how they wanted the weekdays, and some mentioned Weekends, only Sundays, as their preferred days.
What I take from these answers is that the Writing Center should be open from Mondays to Fridays, and potentially on Sundays. We should open on noon and be the most staffed on the afternoon with maybe 3-4 consultants. We should then work till the evening potentially till the library closes, or till late in the evening like 8 or 9 pm. At this time we should have 2-3 consultants on shift.
Most of the writers said that the biggest thing that would bring them back or bring them in for the first time is if they were required to for a class. Another idea that most said was for their to be better signage to know where the Writing Center is. They also said how if we had better hours and were more flexible it would bring them in more. Many also said how they wish the space we had was more welcoming and not so awkward to come in and ask for help. Many would like to see the space be a lounge where people can hangout and talk to do some studying, and a place where people come to more often. A couple also said that we should offer small snacks, stickers, and some other small things to people comimg in and passing by to incentive people to come. Finally, many said that they would like to know better what each consultant had to offer in terms of help like which ones were for certain papers like Scientific or history. Also one said they would like to see the Writing Center help with more types of writing like code, philosophy, etc.
All in all, all of these suggestions should be taken into account so that we can make the Writing Center a more welcoming and friendly environment for all students, faculty, and alumni to come to.
Many people said how they love the Writing Center and how it is right now. Many took the time to praise some consultants and other people working here. One person did reiterate how they would like more Friday hours, especially in the afternoon, for block students to be able to come in more. Another one said how they would like the Writing Center to be more flexible for commuter students so they can save on gas.
Overall, the Writing Center has a great reputation among many people around the campus, which is good and we should keep this up!
Before we discuss what we propose as the consultation schedules (one for overall, fall, and spring) that the AQWC should adopt, there is one important thing that needs to be discussed. That is about how certain consultants are much more popular than others. and. therefore. get more consultations. This is something that is especially true for consultants that are student-athletes. This is something that the AQWC should take full advantage of if they are not prioritizing this fully at this current moment. It is crucial that they tap in to the student-athlete body that we have on campus as they make up the majority of students on campus. We have/had consultants were/are on the swim, lacrosse, track and field, softball, and many more. The AQ Writing Center Coordinator should, in her best interest, strategically place student-athlete consultants at times that would be most beneficial for that consultants’ teammates to be able to come in. This could mean meeting up with student-athlete consultants and getting their input on when they think it is best they have their two hour shifts to allow the most amount of their teammates to come in. These consultants should also try and promote the AQWC as a resource to their teammates to get them to come in at other times. We can tell that many consultants do help out their peers, but most times it is outside of their consultation times during off-schedule reports. While we applaud them for wanting to help out their peers, they should be doing this when they are on the clock, not outside of it. This logic can also be applied to consultants who are in other activities on campus like clubs, theater, resident assistants, music bands, any kind of activity on campus. Spreading the word about how great and amazing the AQWC is will only help build its reputation and cause students to come in more.
These schedules will be proposed with the notion that there are no restrictions to what can be done with them. There are no financial, staff, or any kind of restrictions. We will propose a schedule that would happen in the perfect scenario for both semesters as a starting point for the Writing Center Coordinator to use to come up with what they think would be the best schedule that can be created. This report is mainly supposed to be a helpful aid for the Writing Center Coordinator to have as much information and facts as possible.
The first thing that needs to be taken into consideration is when the Grace Hauenstein library is open on campus because the AQWC cannot use their space if the library is closed. Here are the hours when the library is open:
Sunday 1 – 11 PM
Monday 9 AM – 11 PM
Tuesday 9 AM – 11 PM
Wednesday 9 AM – 11 PM
Thursday 9 AM – 11 PM
Friday 9 AM – 4 PM
Saturday 9 AM – 1 PM
Taking everything into account that we have showed in this report so far– all of the data tables, visualizations, specific questions– here is what we believe would be the best AQWC schedule for next semester for both consultants and writers:
The biggest key is that the AQWC is consistent with their schedule, this means that they should not have drastically different times for each day. The reason why is because it could confuse the student body and detract them from coming into the Writing Center in the first place. The AQWC should try and make coming to them as easy as they possibly can to ensure that students do not have any excuse not to come in.
Another key thing is that the AQWC should not start in the first month (first two weeks of the fall semester and first three weeks of the spring semester) of either semester and should instead open in the next month because they barely get any traffic into the Writing Center in the very beginning of the semester because many students are just starting their classes and haven’t got any papers yet. As can be seen from the fall and springs’ popular weeks graphs, the first two weeks of the fall semester are behind the one hundred total consultations tick mark from the past five semesters, and the same can be seen for the first three weeks of the spring semester being behind the one hundred total consultations tick mark. The popular months graphs for both semesters also show how low the beginning months do in terms of total consultations than the other months. With both months (August and January) having just over one hundred and fifty total consultations.
We believe that the AQWC should keep the same days that we already have been doing so far. This means they should be open from Monday to Friday. Taking into account the consultant and writer feedback (mostly the consultant feedback as we should make sure they are happy and satisfied with working) the majority of them have signaled that they do and would not use the AQWC if they were open on the weekend (Sundays). Sunday was the day with the least amount of votes for the best day writers think the AQWC should be open, and many of the consultants said they would like them to be removed.
The final general decision we made to all the schedules is to get rid of some of the morning and evening shifts from the schedule as they are not utilized as much as other hours. We do think that there should be at least one or two morning shifts (one or two 10:00 AM and 11:00 AM, respectively) available on two specific days as there is still some demand for these hours for the fall semester. For the spring semester, we think that the morning shift should be available for all weekdays– except Tuesdays because of the team meeting– because the morning hours are much more used than the evening hours in the spring semester. We also had to take into account that the weekly Writing Center team meetings are from 12:00 PM – 1:00 PM every Tuesday, so no consulting can occur at this hour and the following hour to give the consultants time to get prepared or anything else they need to do before the hour.
Now for the proposed consultation schedules for the AQWC (these will be mainly based on what the graphs from the three sections have shown are popular. The writer survey will be taken into account but not as much as what is actually being utilized and shown by actual real world data):
Quick understanding of how we came up with the hours seen below:
Used the popular hours graph and kept all the hours that had more than 100 total consultations. Also used the popular hours by semester graph to visualize the trends of hours to see which ones should be kept or not. Also the best hours for the AQWC to be open from the writer survey was taken into consideration.
Used the popular hours and weekday graphs to figure out which days to have three or more consultants on them by seeing what are the top two weekdays and top hour. Also the best hours for the AQWC to be open from the writer survey was taken into consideration.
Used the popular day of the week for 10:00 AM shifts to figure out which days of the week should have morning hours by which week day had the most used 10:00 AM shifts
Mondays: 10:00 AM – 5:00 PM
Tuesdays: 2:00 PM – 7:00 PM
Wednesdays: 10:00 AM – 5:00 PM
Thursdays: 12:00 PM – 7:00 PM
Fridays: 12:00 PM – 4:00 PM
Specific hours to have three consultants or more:
Mondays and Wednesdays from 2:00 PM – 3:00 PM
Mondays: 10:00 AM – 7:00 PM
Tuesdays: 2:00 PM – 7:00 PM
Wednesdays: 10:00 AM – 7:00 PM
Thursdays: 12:00 PM – 7:00 PM
Fridays: 12:00 PM – 4:00 PM
Specific hours to have three consultants or more on:
Mondays and Thursdays from 2:00 PM – 3:00 PM
Mondays: 10:00 AM – 5:00 PM
Tuesdays: 2:00 PM – 8:00 PM
Wednesdays: 10:00 AM – 5:00 PM
Thursdays: 10:00 AM – 5:00 PM
Fridays: 10:00 AM – 4:00 PM
Specific hours to have three consultants or more:
Mondays from 1:00 PM – 2:00 PM
Wednesdays from 2:00 PM – 3:00 PM