March 6, 2023
4 min

Navigating the Complexities of Information Architecture vs Data Architecture

Thanks to an ever-growing digital world, businesses are spoiled for information and data. The more complex the business, the more information there is and the more complicated the business requirements are. But where there are challenges, there is opportunity. That’s where information architecture and data architecture come in.

Information and data architecture both seek to make sense of the plethora of information a business handles. However, the two have different roles to play in the way businesses use, move, maintain, and present data - both to internal and external stakeholders. So what are they and why should businesses take note?

Defining Information Architecture 🗺️

Information architecture is the structure used to organize and label content on websites, mobile applications and other digital environments. Its primary purpose is to enhance user experience by ensuring information is structured in an accessible, usable and relevant way.

Information architecture seeks to understand user needs and goals by analyzing both existing and required information, then building an information framework in a logical and user-friendly way. It deals with three main components:

  • Labels: How information is represented
  • Navigation: How users make their way through the information
  • Search: How users look for information

Whilst this information sits in the background, it’s the layer upon which you build the design of your digital products.

Information architects bring data from file systems and databases to life by building meaningful narratives and stories. Outputs can include site-mapping, information architecture diagrams and content inventories. These outputs are supported by user research techniques such as card sorting, tree testing, user surveys and first-click testing.

Defining Data Architecture 💻

Data architecture bridges the gap between business needs, goals, and system requirements related to data handling. It sets out a framework for managing data assets, the flow of data and the maintenance of data systems. As such, it has a slightly more macro view than information architecture and concerns itself with emerging technologies such as artificial intelligence, machine learning, and blockchain.

Where information architecture centers around the end-user interaction, data architecture centers around practical handling and operation of data processes i.e. collection through to transformation, distribution, and consumption. Because of this, data architecture must take into account the businesses ability to scale operations, integrate with third party systems, support real-time data processes and the reduction of operating costs. Modern data architecture may point to artificial intelligence to tackle some of these challenges.

The Importance of Enterprise Architects in Information and Data Architecture 🏗

Enterprise architects are big-picture people. Data architecture and information architecture both fall within their remit, and they often oversee other data management job specialities within an IT department.

As a leader (and often, visionary) within a business, enterprise architects shoulder the responsibility of ‘mission critical’ projects. As a result, they tend to have several years experience with IT systems, backed by a bachelor’s degree in computer science, IT management, data science or similar. Many will hold a master’s degree and specialty certifications.

The role involves collaborating with senior business leaders, solution-delivery teams and external stakeholders, and requires creative problem solving and excellent communication skills. Therefore, enterprise architects very much steer the ship when it comes to information and data architecture. Combining high-level business strategy with knowledge of ‘the nuts and bolts’ of IT data systems and processes, they command an annual salary in New Zealand between $150,000 and $200,000 per annum..

Continuous improvement within any business that has substantial IT infrastructure calls for serious investment in enterprise architecture.

Designing and Implementing an Effective Information and Data Architecture 𝞹📈🧠📚

Once overarching business goals are aligned with the scope of data and system requirements, information and data architecture design (or redesign) can begin.

Crucial to the design and implementation process is developing an architecture framework. This is a set of guidelines that lays out principles, practices, tools and approaches required to complete the design. It supports system design decisions, assigns key tasks and provides project guidance throughout the design process. The framework essentially aims to unite disparate teams and maintain business and IT alignment.

The choice of architecture design is also critical. It should consider scalability, performance, maintainability and adaptability to emerging technology. Which is why cloud platforms feature so heavily in modern data architecture. Cloud architects will navigate the architecture design and technical requirements of cloud-based delivery models, which offer the solution to those scalability and adaptability challenges. They are responsible for bridging the gaps between complex business problems and solutions in the cloud. Modern data architecture tends to involve some form of cloud delivery component.

Throughout implementation, data and information architects will work closely with designers and engineers until testable architecture is ready. User research and testing will be carried out, and a feedback loop will commence until requirements are met. Users, as always, should be at the center of your digital product.

Summing Up the Complexities of Information and Data Architecture 🧮

Whilst the difference between information and data architecture can appear nuanced on the surface, they hold unique roles when delivering a cohesive, user-friendly digital product.

Think of a sliding scale where business operations sit at one end, and users sit at the other. Data architecture addresses challenges closer to the business: aligning business requirements and goals with how data flows through the system. On the other hand, information architecture addresses the challenges related to how this data is organized and interpreted for the end user.

At the end of the day, both information and data architecture need to work in harmony to satisfy the user and the business.

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Are small links more attractive to people as icons or text?

"Dear Optimal Workshop
How do you make a small link attractive to people (icon vs. text)?"
— Cassie

Dear Cassie,

I'm going to dive straight into this interesting question with a good old game of Pros and Cons, and then offer a resolution of sorts, with a meandering thought or two along the way. Let's kick things off with Team Icon.

The good side of icons: A picture is worth a 1000 words

When shopping online, the number above the little shopping trolley icon tells me how badly behaved I’ve been, and if I click on it, I know I’ll get to gleefully review all the shoes I've selected so far. There’s a whole heap of icons out there like this that people have absorbed and can use without thinking twice. Marli Mesibov wrote a fantastic article on the use of icons for UX Booth on the use of icons that is well worth a look. Marli discusses how they work well on small screens, which is a definite bonus when you’re on the go! Young children who aren’t yet literate can easily figure out how to open and play Angry Birds on their parent’s smartphones thanks to icons. And icons also have a great capacity for bridging language barriers.

The not so good side of icons: We’re too old for guessing games

On the flipside, there are some issues that may huff and puff and blow that cute little home icon down. Starting with there being no consistent standard for them. Sure, there are a handful that are universal like home and print, but beyond that it seems to be a free-for-all. Icons are very much in the hands of the designer and this leaves a lot of room for confusion to grow like bacteria in a badly maintained office refrigerator. Difficult to understand icons can also seriously hinder a user’s ability to learn how to use your website or application. When icons don't communicate what they intend, well, you can guess what happens. In a great piece advocating for text over icons, Joshua Porter writes about an experience he had:

"I have used this UI now for a week and I still have do a double-take each time I want to navigate. I’m not learning what the icons mean. The folder icon represents 'Projects', which I can usually remember (but I think I remember it because it’s simply the first and default option). The second icon, a factory, is actually a link to the 'Manage' screen, where you manage people and projects. This trips me up every time."

If people can't pick up the meaning of your icons quickly and intuitively, they may just stop trying altogether. And now, over to Team Label.

The good side of text: What you see is what you get

Sometimes language really is the fastest vehicle you've got for delivering a message. If you choose the right words to label your links, you'll leave the user with very little doubt as to what lies beneath. It’s that simple. Carefully-considered and well-written labels can cut through the noise and leave minimal ambiguity in their wake. Quoting Joshua Porter again: "Nothing says 'manage' like 'manage'. In other words, in the battle of clarity between icons and labels, labels always win."

The not so good side of text: Your flat shoe is my ballet pump

Text labels can get messy and be just as confusing as unfamiliar icons! Words and phrases sometimes don’t mean the same thing to different people. One person’s flat enclosed shoe may be another person’s ballet pump, and the next person may be left scratching their head because they thought pumps were heels and all they wanted was a ballet flat! Text only labels can also become problematic if there isn’t a clear hierarchy of information, and if you have multiple links on one page or screen.  Bombarding people with a page of short text links may make it difficult for them to find a starting point. And text may also hold back people who speak other languages.

The compromise: Pair icons up with text labels

Because things are always better when we work together! Capitalise on the combined force of text and icons to solve the dilemma. And I don’t mean you should rely on hovers — make both text and icon visible at all times. Two great examples are Google Apps (because nothing says storage like a weird geometric shape...) and the iPhone App store (because the compass and magnifying glass would pose an interesting challenge without text...):

When text and icons wins

So what comes next? (You can probably guess what I'm going to say)

Whatever you decide to run with, test it. Use whatever techniques you have on hand to test all three possibilities — icons only, text only, and icons and text — on real people. No Pros and Cons list, however wonderful, can beat that. And you know, the results will probably surprise you. I ran a quick study recently using Chalkmark to find out where people on the ASOS women's shoes page would click to get to the homepage (and yes, I can alway find ways to make shoe shopping an integral part of my job). 28 people responded, and...

Chalkmark first click text

...a whopping 89% of them clicked the logo, just 7% clicked the home icon, and just one person (the remaining 4%) clicked the label 'Home'. Enough said. Thanks for your question Cassie. To finish, here's some on-topic (and well-earned) comic relief (via @TechnicallyRon)

When icons go wrong
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1 min read

IA vs User Flow: Understanding the Differences and How to Use Them Together

Click, click, click, BOOM! There it is. That thing you were looking for. You couldn’t find it on other websites, but you found it here, and it was easy. You feel like a hero. You thank the website and you leave with a sense of achievement.

What if you could replicate that feeling on your website? What if you could make every user journey so satisfying? By combining information architecture and user flow, you can.

But what are they and how are they different? In this article, we’ll explain how they influence website design and how you can (and should) use them together in your project. We’ll also discuss different user flow research techniques, how they inform great information architecture, and how it doesn’t have to be difficult or time consuming.

What is Information Architecture? 🏗️

Information architecture is the system and structure you use to organize and label content on your website, app or product. It relates closely to user experience design, but it’s slightly different. Think of it as the structure or framework upon which user-facing assets are built.

That being the case, if your information architecture has flaws, your website design will have flaws. It determines how information will be accessible, usable and relevant on your website and should be treated as a critical element of your project. How can we ensure that we have our content organized efficiently to promote seamless interactions?

The answer is research. Without research you’re just guessing. The problem with guessing is that, well, you’re guessing. You tend to organize, categorize and label things the way that you (and maybe your team) would organize things. It’s biassed and subjective. In reality, people process information in all sorts of different ways and good information architecture should reflect that. You’ll often hear us say ‘test early and test often’. This mantra helps to avoid any little niggles during the user experience design process. Card sorting and tree testing are a couple of techniques that you can use to test early.

Card sorting is a research technique that asks users to categorize different pieces of information or content. It’s best used when you have specific, information-related questions. For example, you may want to categorize products in an online store in the most logical way. Or you may have a mountain of blog post categories that need refining. Whatever it is, the benefit of a card sort is that you end up with consensus of how your users expect to see information. Card sorts can even be performed remotely using tools such as OptimalSort.

Tree testing examines how easy it is for your users to find information using a stripped back, text-only representation of your website - almost like a sitemap. Rather than asking users to sort information, they are asked to perform a navigation task, for example, “where would you find today’s best deals?”. Depending on how easy or difficult users find these tasks gives you a great indication of the strengths and weaknesses of your underlying site structure.

As the base structure of your website or app, information architecture has a fundamental influence on how well users access and use your content. It makes sense then that when designing it, you should receive real-world user feedback early on in the piece. Fortunately, there are great online tools like Treejack to quickly and easily test your site structures, categorization and labels.

What is User Flow? 🌊

User flow describes the steps involved for a user to complete a certain task. It lays out what needs to happen for a user to get from starting point to a defined finish line. Why is it important? Because we want that journey to be as efficient as it can possibly be. If it’s not, the user will be left frustrated and dissatisfied, no matter how beautiful the website design is.

At the heart of user flow is, you guessed it, the user. A path that seems obvious to designers might be confusing to an end-user. It’s important to distance yourself from the project and put yourself in the user's shoes. Even better - watch the user. How do they react to a fork in the road? How do they get back on track? Where are they stumbling?

User testing is a great way to observe user flow. But what are you testing? Normally you test based on a user flow diagram. A user flow diagram is generated based on insights from your research from card sorting, tree testing, and questionnaires, for example. It visually outlines the possible paths a user can take to achieve a certain task. The basic structure of a user flow diagram considers the following:

  • A critical path
  • Entry points
  • User end goals
  • Success metrics (time to completion, number of clicks)
  • Steps the user will take in between

Once you have created a user flow diagram you can test it with your users. User testing can be remote or in person and uses a variety of techniques depending on the constraints of your projects. You may consider testing something rough and conceptual like a paper prototype before producing more detailed prototypes.

How to Use Information Architecture and User Flow Together 🤝🏻

By doing the work upfront to create great information architecture you put yourself in a great position to create great user flow. After all, information architecture is designed based on user research. Performing content audits and creating content inventories help to inform early content decisions, followed by user research techniques such as card sorting and tree testing. This research has a direct influence on user flow, since information and content has been given meaning and structure.

The foundational work in designing information architecture leads to user flow diagrams which, as we discussed, are helpful tools in creating seamless user flow. They bridge the gap between information architecture and final user experience by visualizing pathways of specific tasks. By performing user tests on prototypes, the researcher will inevitably find speed bumps, which may highlight flaws in information architecture.

Information architecture and user flow are integrated. This means there should be a constant feedback loop. Early research and categorisation when building information architecture may not translate to seamless user flow in practice. This could be due to integration factors outside of the digital ecosystem you’re designing.

User flow and information architecture are complementary components of creating exceptional website design. Designers should make a conscious decision to apply both in synchrony.

To Sum it Up 🧾

Understanding the relationship between information architecture and user flow is important for any website design. Information architecture provides the organization and structure of content, where user flow applies that structure to how users execute certain tasks in the simplest possible way. The two are intertwined and, when used effectively, provide a framework to ensure seamless, user-friendly website design.

User research and user testing heavily influence the design of both information architecture and user flow. We want users to feel a sense of accomplishment rather than frustration when using a website. Achieving this requires an investment in understanding user needs and goals, and how they consume and categorize information. This is where research techniques such as content audits, tree testing, card sorting and user testing become invaluable.

We’ve always placed high value on solid research, but don’t be put off by it. The research techniques we’ve discussed are highly scalable, and you can be as involved as you want or need to be. Sometimes you don’t even have to be in the same room! The most important thing is to get outside of your team’s bubble and gain real user insight. Check out our information architecture services to ensure you’re on the right path towards powerful, user-centric website design.

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1 min read

Understanding and refining choreography for your information architecture

What is information architecture (IA) without its complementary elements? On this blog we’ve already discussed the information architecture elements of taxonomy and ontology, and now it’s time to take a look at choreography. While taxonomy refers to how information is grouped, classified and labeled and ontology refers to the meaning behind our words, choreography describes the rules for how all those parts should interact.

Choreography is essentially the nuts and bolts that bring organization, structure and meaning together to form one well-oiled machine that supports, enables and delights users on their path to task completion within a specific context.An often overlooked element of information architecture, nailing your choreography is essential to the delivery of a seamless user experience because it is present in everything your users will do on your website.

Understanding choreography and IA

Coming back to our house analogy from my taxonomy blog, choreography would be present throughout the entire house determining how everything works together. It’s in the positioning of the door handles and hinges to enable easy access and use of rooms and so you don’t swing an open door into a shower screen or into the knees of a toilet user (who should have locked the door anyway). Choreography appears in open plan living environments seamlessly flowing from one space to the next. The way that the laundry is usually a room that includes an external door allowing an easy workflow from storing the dirty clothes, to washing them to hanging them outside on the line to dry. These are all examples of choreography.

In the context of a website, choreography is present in a number of different website elements. These might include: the rules for how a menu might respond or behave under specific circumstances, the way the user interface adapts to suit different devices, the hierarchical relationship between content and much more.

Choreography examples

To help you understand how choreography might appear in a website IA context, I’ve scoured the internet and have found 3 interesting examples I’d like to share with you.

Mental Floss

Mental Floss is an online publication designed for curious minds — sounds awesome! But the thing I find most interesting is the choreography that is present in the surfacing behavior of the top navigation menu. There are two different ways to access its content: you can either click on the big orange menu button in the top right hand corner and you’ll get everything in one hit — including the footer links (see two images below) — or you can scroll down or up the page and it will automatically drop down and become sticky giving you just the level 1 IA headings and that sticky orange menu button (see third image below).

A screenshot of the homepage of Mental Floss. The headline says "The typo that helped end World War II"

Mental Floss as it appears when I first open the home page.

Mental_floss_menu

When I click on the big orange button

Menal_Floss_scroll

Now look what happens when I scroll a bit.... Ta da!

If you go with the scrolling option, you’re not going to miss out because Mental Floss appears to have been designed to be explored — might have something to do with that curiosity thing! All the links that live under the big menu button are distributed throughout the long scrolling page, so when you’re exploring the content, you also get everything! If you get really stuck, that sticky orange menu button is always there to help. If I scroll I get one thing and if I click I get something else, but no matter how I choose to consume the content I get access to everything without having to think about it. This website’s choreography supports both exploratory and direct navigation styles and brings all the parts together.

IKEA US Inspiration page

Part blog, part catalogue, part how-to hub, the Inspiration page on IKEA’s US website is a fascinating IA example because it exists outside the patterns used on the rest of the website. It’s like an IA within an IA. While the rest of the website has a wide rigid structure typical of large IAs, the Inspiration page (also titled ‘IKEA Ideas’) is more organic and is organized by content tags and is navigated by filtering (see below).

Ikea_Ideas
The IKEA Ideas homepage and tag cloud.
Tag_Cloud

The tag cloud-like thing displays the content tags in alphabetical order. Each piece can be assigned up to four tags and users can filter by clicking or just peruse the whole lot by scrolling. Upon clicking a content tag, the piece selection below is automatically updated to only include pieces with the selected tag.Choreography on this part of IKEA’s US website is present in the relationship and behavior of the content tags and how that affects the information on the page.

Do nothing for 2 minutes

Do nothing for 2 minutes has a completely flat IA and its choreography is present in the way it responds to user behavior and the way it presents visual and audio content. The website opens to a single page (see below image) showing an image of a beautiful sunset at the beach accompanied by the soothing sound of waves gently crashing and a group of seagulls fighting over a pickle someone tossed them from a McDonald’s cheeseburger (maybe that was me). It gives me a very clear instruction to “do nothing for 2 minutes” and presents a timer that immediately starts counting down.

Do_Nothing
A relaxing scene on the 'Do nothing for 2 minutes homepage'

In the centre of the screen in that sunlight created highlight are the the words “Just relax and listen to the waves. Don’t touch your mouse or keyboard.” It’s a bit hard to read and I didn’t instantly notice it but when I don’t follow its guidance, the timer resets and tells me to “try again”(see below image).

Do_Nothing_Fail
When I fail to do nothing, the timer resets

When I comply with its instructions, the clock ticks down and when there are just 40 seconds to go something magical happens — the wave sounds stop. It’s not jarring or surprising, in fact it actually felt like I dropped to a deeper state of relaxation. Like an experienced lead dance partner, this website’s choreography pushes and pulls the follower where it wants them to go. The rule here is: if I touch my mouse or keyboard, the clock resets, and if I follow the instructions, I get to access an additional layer of relaxation when the sound drops off. It forces me to take 2 whole minutes of out my day in a strict but supportive way.

When I reach the end of the 2 minutes, I’m congratulated and shown an advertisement for a book to help me further explore this technique. I usually hate seeing things like that but I don’t mind in this case because it doesn’t come across as pushy and it’s already given me something.

Refining the choreography of your IA

When you break it down, choreography is about behaviors and relationships between all the pieces of the IA. It’s about which parts go together, what they do and how that fits in with everything else. Think content pairings in a card sort and the hierarchical position of content within the IA’s tree structure — why do those cards go together and why does label Y appear directly before label X? These choices are deliberate; it’s not just a case of “Oh let’s just put them wherever,” or “I’m going to whack a certain label at the very top because my boss told me because that’s where he thinks it should go.” Choreography exists throughout your entire IA and like everything else, all refinements must be determined by user research.

When running a card sort, pay close attention to:

  • card pairings
  • cards that are consistently not paired
  • the hierarchy of cards within each group (card order)
  • the conversation between your participants (moderated card sorts only) for insights into the logic behind the pairings and hierarchical positioning

Cards that are paired — or not — as well as their hierarchical placement can not only provide insight into your users’ taxonomical expectations but can also help you identify relationships (or lack thereof) between content and elements. Say you were running a card sort on an intranet and two cards labeled ‘Annual Leave’ and ‘Public Holidays’ were consistently being grouped together under ‘Human Resources’. What’s their expected relationship and interaction beyond the subject matter connection? Does one appear before the other? Is one linked to the other one’s page? Or are they together on one page and if so how do they interact? (if at all). For moderated card sorts, listen closely to the conversation for insight into this and be sure to ask your participants about anything you’re not sure of.

If your IA is a bit further along in its development or you’d like to evaluate an existing IA, tree testing can help you understand the choreography that will best support your users.

Keep an eye on:

  • the location of the first click
  • the pathways followed

The pathways followed by participants in a tree test will help you determine the right sequence of interactions required by a user to reach their goal — the ultimate step by step flow to task completion. What order do the labels need to be in? And what lives underneath them? And again, in what order?Think of it like a path through the woods to a lake. Your IA’s choreography should enable your users to be seamlessly guided along a smooth pathway made of big stone steps. They shouldn’t be running into trees or bushwhacking to create their own pathways.

When looking at a tree test, consider how many of your participants did not follow the pathway/s you defined as correct. Where did they go instead? What does the right path look like to your users? Also look at where the all important first click landed. If users start out on the correct first click, they are almost 3 times as likely to reach their goal. If your participants started out on a different first click, you’ll need to explore why that is. It could indicate ambiguity in the labels, it could also be a sign of an expectations mismatch, a hierarchical issue or it could be something else entirely! The tree test will help you identify where the issues are, but you’ll need to go and have a conversation with your users to understand why it’s happening.

Unless more than say 80% of your participants achieved direct success in reaching their goal (meaning they never strayed from the big stone path that you defined) you’ll need to check these things anyway to resolve findability and usability issues. Choreography related insights are an extra thing you can pull from what you’re already doing. And of course always remember that any choreography related data has to be considered in conjunction with whether or not the labels are even correct. Choreography is just one piece of the puzzle; it sets the rules for how all the parts interact and isn’t going to be much help if the parts aren’t even right in the first place!

Choreography in information architecture might be one of the most overlooked elements but it’s not hard to give it the time and consideration it deserves and your users will thank you for it!

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