cognitive mapping

A second UX Intern writes... Oliver Ramirez on User Experience

This post originally appeared on the Lib-Innovation blog.

This is another guest post in the Embedding Ethnography series - click to see all four so far - this time written by Oliver Ramirez. He completed some hugely detailed work for us at the start of 2016, and these are his reflections on the whole process.

Oliver is now based in London and enjoyed UX work so much he wants to pursue it further, perhaps with another internship - if you're reading this and you are potentially interested in having him come and work with you, send me an email and I'll put you in touch!


My UX research internship: More than ticking boxes

I was interested in seeing how my user experience knowledge from my Computer Science degree could apply to physical services. So, when I was offered the chance to conduct a UX research project for the library team at the University of York, I took my chance to see how library UX works.

The motivations behind the project were straightforward; among postgraduate research students (PGRs), there was a large disparity in satisfaction scores when it came to certain areas of research life. In conducting the project, I was to identify the reasons for this.

For this, the UX research approach made sense. I was to report on how PGRs conducted research, in particular their habits and reasons behind study space choices and resource choices, their interactions with others during research, and their use of study services. Through this, I would identify the pain points for less happy demographics, try to understand what worked for happier demographics, and suggest ways to try and bridge the gaps between those experiences.

As part of this research, I ran 1 on 1 sessions with PGRs across different departments. The team also gave me a couple of UX techniques to test out, so as well as a “non-directed interview”, I ran Cognitive Mapping and Love & Break Up Letter exercises with each participant.

Cognitive Mapping

The first exercise that I ran with participants was cognitive mapping. Participants were asked to draw a “map” of the things that they interacted with while conducting research (limited to the areas I outlined earlier), mostly adopting the methodology outlined by Donna Lanclos. I say “map” because, in reality, few participants drew anything resembling a conventional map – participants mostly favoured writing down concepts (for example, ‘their office’) and linking those to other related concepts (‘their office’ may be near their ‘supervisor’).

A Cognitive Map from the PGRUX Project

A Cognitive Map from the PGRUX Project

It was a great way of getting the participants to think about the areas I would end up interviewing them on, and the temporal and relational information captured in the map made it easier to pick up on each participant’s thoughts. One good example of this is how a participant placed importance on their desk: they drew it as their map’s central element early on, and branched everything off of that central element. This was reflected in their interview, where they emphasised the importance of that desk to them.

“Non-directed interviews”

Using the participant’s cognitive map as a ‘guide’, I would then conduct a non-directed interview. This involved taking an almost passive, neutral stance in everything I asked about, primarily allowing the concepts brought up on the participant’s map to direct the conversation – then, after those points had been exhausted, I would consult my own discussion guide to cover the rest of the areas of interest.

Conducting the interview in this way was initially difficult for me – it was sometimes hard to probe without being ‘aggressive’ (asking weighted questions or changing the topic), and I sometimes struggled to facilitate the conversation without suggesting topics to talk about.

There was immense value from conducting the session in this way, however. By focusing the interview on the topics participants brought up, gathered information more closely reflected the participant’s “perspective” – their habits, their opinions and their choices, mostly on what they were aware of in the discussed areas. Gathering the information in this way allowed for me to more effectively deliver insight on issues of awareness.

Love/Break Up Letters

Finally, participants were asked to write a ‘love’ or ‘break up’ letter. By asking participants to address this letter to a personified IT or library service, we hoped to draw out the emotions of participants towards those services, and easily establish positive/pain points.

My participants seemed to be very polarised by the exercise; people either really got into it, or they really didn’t. Upon reflection, the abstract nature of the exercise may have made some participants uncomfortable, especially knowing that their letters would be scrutinised. However, while I feel that while this technique didn’t work in a 1 on 1 session, there is merit to trying it out in a pop-up-desk context, or a ‘prize raffle’ format – this would allow for many responses, and for the easy identification of pain points across services.

All in all, I felt that the techniques allowed me to attain some real insight into PGRs, and despite the initial nerves, I really enjoyed conducting these sessions with participants. But while I’m singing the praises of these techniques now, back before I started my internship, my mentality for designing around users (or stakeholders in general) was one of appeasement – design a website that does what stakeholders need it to do, and fix any issues preventing its smooth use. A real ‘checklist’ oriented approach. Historically, I had followed this approach in my degree through a type of observation called ‘usability testing’, where I noted any issues users had when doing tasks that I had set.

So, heading into this internship, I had expected to do just that: more observation, make a list of issues to fix, and suggest some solutions - tick those boxes off, one by one, on the way to a “good UX”. But, throughout my internship, I realised this approach just yields a ‘passable’ user experience – you end up with something that works, but not necessarily something that’s good.

Example of Findings: Lonely Researchers

For example, one of my participants told me something that really struck me: they said that when they were based at a general desk, that they felt disconnected from their department. It was always possible to contact or visit their supervisors, or use the department testing rooms, or go out of their way to interact with their peers, but not being based alongside all of that meant that they felt ‘distant’ with their department. This changed when they were offered a desk inside their department. Besides improvements on all of those fronts, they reported feeling ‘valued’ as a member of the university because of it.

The importance of ‘department community’ - being alongside your researcher peers and supervisor so that interaction is readily possible – was prominent in my discussion with some participants. During my research, I found that while non-department PGR study spaces covered various noise levels (something participants valued), those spaces did not facilitate this kind of ‘natural interaction’ that only happens when PGRs and supervisors are all based together – and so PGRs based outside their department missed out on this.

My approach of “observation to find issues, fix issues” would not have yielded this type of insight – I would have thought along the lines of “they don’t really like the silence in this building”, suggested to change the noise level policy and called it a day. It wouldn’t have made much headway in creating a better UX for the people based outside their departments.

But, it finally dawned on me during my time with the library team at York: good UX necessitates understanding what your user values, what is important to them, and actively working with that in mind. Which worked out for me, in the end: UX is a more satisfying when it isn’t just making something that works and ticking boxes.


Header pic of the University by Paul Shields, used by permission.

A UX Intern writes... Emma Gray on ethnography

This is the second post in a series about Embedding Ethnography at York. The introductory post is here; the next post will be on the same project as this one, but written by me and focusing on the logistics of organising the whole thing, rather than undertaking the ethnography.

This is Part 2, written by Emma Gray, who was our first UX Intern. At the time of her work with us she was a 2nd year undergraduate at another institution. She did an absolutely brilliant job here, and we learned a lot through her work - about our students but also about ethnography itself. Here's her take on the project. It's a great intro to what we think of at York as the Big Five ethnographic techniques in libraries. There are plenty more, but so far we've focused on these ones, in various combinations, across all our UX work.


UX TECHNIQUES IN A LIBRARY SETTING – INTERNSHIP REFLECTION

In August 2015, I began an intern project looking into how several ethnographic UX techniques can be applied to a library setting and used to investigate possible improvements of the library user’s experience in the University of York library. As the project took place outside of term time, there was a focus on the experience of postgraduate students, who were still using the library over the summer break. The techniques covered over the internship include cognitive mapping, love/break-up letters, interviews, behavioural observation and touchstone tours.

BEHAVIOURAL OBSERVATION

Behavioural mapping is the first technique that I tried out at the beginning of the project. Being unfamiliar with the library before the project began, it was a valuable experience to observe how students behaviour in different spaces in the library. Firstly, I made a grid to record observations over the six week period in different locations within the library, increasingly concentrating on the more busy areas. Using the AEIOU framework, I recorded action (how the students are working in the space), environments (noting atmosphere, for example noise levels), objects (which services are used, e.g. technology and printed resources) and finally users (it is useful to note who is using the space, be it students, staff or external users). Secondly, it was also useful to record pathway maps using coloured diagrams of how individual students move in the space. In the York University library, it was particularly relevant to record pathways in the entrance foyer because the result show which building of the library students head when they enter.

An example of one of Emma's pathway maps

An example of one of Emma's pathway maps

COGNITIVE MAPS

Participants were given six minutes to draw a map of the library, and I asked participants to change the colour of their pen every two minutes so that it could be easily remembered in which order things were drawn. It was a good starting activity because it allowed students to think about how they use the library and its services as whole. This visual representation of the spaces seems to also get the students thinking about how they use the library because I asked them more detailed questions during the interview.

The idea is that students would instinctively begin by drawing areas of the library they area most familiar with. However, I found that most participants started drawing the entrance in detail, maybe because the layout of the library as a whole is quite complex. I therefore encouraged participants to begin by drawing the area of the library they are most familiar with and use the most. This gave stronger results because it showed which objects and areas are most used.

A Cognitive Map drawn by one of the participants of the study.

A Cognitive Map drawn by one of the participants of the study.

In order to process the results of these maps, I divided the library into each floor of each building, and for each noted number of occurrences on the maps, its identification index which reflects the percentage of time is occurs (number of occurrences /number of participants), its representative index (number of occurrences / times category is drawn), and its temporal index (3 points for first pen colour, 2 points for the second and 1 point for the third). This process was then repeated for each individual object that is drawn on the maps, which for example included desks, computer areas and other library services. The advantage of this technique is that is gives a visual representation of how the students view the library, and it can also yield quantitative data. However, it is also a very time consuming technique, so the practicality of the data very much depends on the size of the library.

A screengrab of part of Emma's coding of Cognitive Maps

A screengrab of part of Emma's coding of Cognitive Maps

INTERVIEWS

I began the interview by asking the participants to describe and elaborate on their cognitive maps. Many participants elaborated on how they use certain spaces, which provided useful context for the cognitive map. I also asked participants to explain the process of how they use library services when working through an assignment. I asked general questions about the students’ experience with various services that the library provides, and encouraged to give their opinion on how their experience could be improved.

I found that being an intern and a student myself was invaluable to the interview process because the students did not shy away from being honest about their experience and more comfortable being critical than they might have been with a member of staff. Following the advice from Bernard’s ‘Research Methods in Anthropology: Qualitative and Quantitative Approaches’, I occasionally paused after a short answer was given, and often the participant would continue talking in more detail after a few moments, which kept the conversation flowing.

The major advantage of interviews is the breadth of information they yield, especially because things that individuals bring up can be elaborated upon and questions can also be adapted for future participants (e.g. finding out whether students had similar experiences with aspects of the library mentioned by other participants). Having a few standard open-ended questions is key, but participants seem to much more at ease if the interview flows like a conversation, rather than reading off a list of questions.

The only downside is that transcribing long interviews (they usually lasted between ten and fifteen minutes) takes a long time, but is definitely more valuable than making notes at the time because you are free to focus on what the participant is saying.

LOVE / BREAK-UP LETTER

Participants were asked to write either a love or break-up letter to a specific service that the library offers, so that the students can more emotively express how they feel about this service. I encouraged students to write about they feel (either negatively or positively) passionate about.

The participants were given a maximum of ten minutes to complete their letter. I definitely found this technique the most interesting because many participants wrote very imaginative, emotive letters that gave real insight into how library services and staff are perceived, and how this affects their daily university life. I did not find that this technique had any real disadvantages, only that some students preferred to write a wish list on what could be changed in the library. This also gave insightful information, but often did not show the reasoning behind these requests.  

An example of a usefully insightful Break-up Letter... Participants write these by hand but Emma wrote them up for ease of searching / reading. 

An example of a usefully insightful Break-up Letter... Participants write these by hand but Emma wrote them up for ease of searching / reading. 

And for balance, here's a Love Letter...

And for balance, here's a Love Letter...

TOUCHSTONE TOURS

For touchstone tours, I asked participants to give me a guide of the library. I voice recorded the tours to be transcribed later, so that every detail of the tour could be recorded.

Before the tour began, I usually encouraged participants to give as much detail as they could about how they use the services and different spaces, and also to point out their favourite space in the library. During the tour, I tried not to interrupt the participants or ask any more questions so that they could speak freely. Occasionally, I asked questions after the tour was over if any clarification was needed, or to enquire why the tour hadn’t included a certain area of the library.

The touchstone tours were interesting because the participants were very free to take me wherever they want, and point out anything they want, meaning that the participants brought some things up which I hadn’t thought to mention in the interview. It is notable that the quality of the tour heavily depended on how comfortable the participants were speaking out loud and narrative as we went along.

CONCLUSION

All of the techniques describe above have their own advantages and disadvantages, but they also each contributed to a more multi-faceted insight into how each participant engages with library services. I found the cognitive mapping the most interesting technique because I think it was the most unfamiliar to the participants and therefore got them thinking about how they use the library in a new way. As was the case in this particular library, it also highlights any areas that are being underused. Conclusively, having an intern collect UX data for a university library is a great idea, because the students are definitely more comfortable making their feelings known than they would be with a staff member.

#UxLibs 4: Ethnography You Can Try At Home

 

Post 4 about the UXLibs Conference. This one is about the actual ethnography we went there to learn about. If you're interested, there's a post about the conference organisation and format here, plus a post about the Usability keynote here, and a post about the Ethnography and Design keynotes here.

But first, the Conference badge. This genuinely was the best user experience I've ever had from a badge. The attention to detail was symptomatic of the whole approach to the conference, I felt - it was designed to be a good experience. Timetable, maps, where your accommodation is, which parallel sessions you were in, name, institution, Twitter name, the conference hashtag AND it was reversible so it could face either way and still be useful. All little things but together they made a real difference.

Badge magique!

Badge magique!

Before attending this conference my knowledge of ethnography was limited to having read about it. I'd not done any. I knew it was useful, and I knew why I felt we needed to make use of it - but if someone had caught me by surprise with the question 'So what IS ethnography in libraries?' I would have crumbled... But not anymore!

Here are some of the techniques we learned about ethnography - in the final post next time I'll cover the process of designing a service or product off the back of what you learn.

Cognitive Mapping

I've put this one first because it's my favourite. I didn't actually get to do this one (on Team Space Grey we all went to different workshops, and mine was the Observation one), but I really loved the results of it. If you're reading this thinking "I did do this and you've misunderstood it" then correct me in a comment!

Cognitive Mapping is in essence asking your subject (student, staff or whoever) to draw a map of the library - or, ideally, of their wider learning landscape - in order to understand how they perceive the space, what they actually use, what they value and see as most important and so on. Often the subject is asked to change colour of pens every 2 minutes, for a total of 3 colours over 6 minutes, so you can later see which order the items were drawn in, an indicator of their importance.

Here's a map which Team Space Grey got one of our students to draw (thanks for sending me this Kristin!):

We got two maps overall - what was particularly interesting for us is that one of them mentioned the basement area of the library as being dark and scary, and another didn't put the basement on the map at all! This was a big part of the idea we later pitched (which I'll cover in the next post).

There are some examples from Donna Lanclos of congitive maps, here.

What we didn't really have a chance to do at the conference itself was code the findings. To quote library anthropologist Andrew Asher - one of only two people to hold that position in libraries, the other being Donna Lanclos - here's how you might go about it:

Coding these images basically involves counting the elements drawn in order to construct two indexes: a identification index, which is the number of times that an element is drawn divided by the total number of individuals participating (i.e. the percentage of the time the element occurs), and representativeness index, which is the number of times an element is drawn divided by the number of times that category of element is drawn (e.g. the number of times a study room on the first floor is drawn divided by the number of times all study rooms are drawn) (See Colette Cauvin’s “Cognitive and cartographic representations : towards a comprehensive approach” for additional discussion). I also constructed a temporal index for each element by coding the three colors in order (1 = Blue, 2 = Green, 3 = Red) and calculating the mean value for each element (you could do more complicated things by combining the indexes if you are mathematically inclined, however, I’ve found that these three get at most questions).
— Andrew Asher | www.andrewasher.net

Observation

Observation is exactly what it sounds like - you occupy a space in the library or wider campus and you note exactly what's going on and how people use the space. In our workshop we were encouraged to focus on the location itself, the pathways users took through it, the interactions they had (both with other people and the objects and machinery), and the tools they used.

I drew a heat-map, or rather a behavioural map, using the Paper app on my iPad - tracing the lines of every single user who came through the library over a set period of time. You quickly get a picture of how people move through the space. (Not a single person went down to the basement...)

I can't draw at the best of times, and this was done using my finger - so my handwriting which is usually terrible is now completely unusable, and the weird mass of colours near the bottom left is me repeatedly trying to get the action right to bring up the colour selection tool - but I really enjoyed making this!

The idea of course is to build an understanding of how the space is used, and then adapt the space to better suit the reality for the users. For example, at Judge Business School they moved the digital display screens so they were easily viewable from the 'desire line' - the path most students took through the library. There's more on this in slides 13 - 19 of Andy Priestner's deck here. (That presentation is also a great introduction to ethnography generally.)

Interviews

The key thing about interviews in this context (as opposed to the more traditional focus group methods libraries often use) is asking completely open ended questions. I mentioned this in my post about Donna's keynote: if you ask how a student writes an essay, you get a potentially more illuminating answer than if you ask 'what library resources do you use for an essay' or 'how do you use the library'. All of this makes the data you get messy and harder to process, but ultimately in my view more worthwhile.

Touchstone Tours

Just as the Cognitive Mapping gets the user to draw the map rather than view the library's own, Touchstone Tours ask the user to take the librarian on a tour of the library, rather than the other way around. By the user telling you how the tools, systems, building and spaces work, you get to truly understand how it feels to be a user without the in-built knowledge and understanding we have as library staff. (Our tour subjects didn't take us down to the basement because, for them, it really didn't matter.)

Love-letter / break-up letter

I'm reluctant to try and describe this one in too much detail as I wasn't in the relevant session and we didn't end up using it in my team. But it involves writing a love-letter to the library if you like it, or a break-up letter if you don't. When it works well it gets to the heart of the user experience, and helps understand the emotions Matt Reidsma talked about in his Keynote on usability.

There is more info on interview techniques, touchstone tours, and the love letters, in Georgina's workshop slides.

Anything I've forgotten, let me know!