Linear Thinking

Your constantly-updated definition of Linear Thinking and collection of videos and articles.
Be a conversation starter: Share this page and inspire others!

197 Shares

What is Linear Thinking?

Linear thinking—or vertical thinking—is the traditional mode of ideation that designers problem-solve with by using logic, past data and existing solutions. They typically apply it when using convergent thinking methods to analyze the ideas they generate during divergent thinking sessions and see which might work best.

See what linear thinking means in terms of problem-solving.

Transcript

“If I had an hour to solve a problem, I'd spend 55 minutes thinking about the problem and 5 minutes thinking about solutions.”

— Albert Einstein

Linear Thinking = Everyday Thinking

Linear thinking is vital for making sense of a world which otherwise would be impossible to manage. Its ordered structure means we can be rational, have confidence in predictable outcomes and use the following to tackle problems:

  • Logic – “For problem A, apply solution B to get result C.”

  • Past Data – “This looks like something we’ve seen before and addressed in manner X.”

  • Existing Solutions – “Brand Y have a tool (Z) for doing that; let’s adapt our own version of it.”

However, in user experience design, the challenge is to identify problems before you can understand them fully. Only then can you begin to hunt for possible solutions. The problem with starting with a linear/vertical approach to design problems—especially more complex ones—is you’ll:

  • Commit to a set starting point – which may well be the wrong one, and you might jump to a problem statement without considering other angles: E.g., “Users of voice-controlled devices need a privacy feature for phone calls, since they fear being spied on by listening devices.”

  • Limit the number of possible solutions – by constraining yourself to a single starting point and line of reasoning: E.g., “Let’s design an app that can jam/block any listening device’s sensors within a 40-foot radius while a user makes a phone call.”

  • Finish with sub-optimal solutions – when you misdirect your problem-solving efforts, you’ll likely arrive at solutions that may seem desirable (to users), viable (which brands can support and sustain) and feasible (technologically possible) but which actually miss the point of the true problem and may create other difficulties: E.g., Your app gets banned due to signal interference issues.

In our example, we quickly identified listening devices as being the cause to address. Doing so, though, we shut off other avenues to explore: e.g., signal-detecting technology that could alert users to the type, number and distance of devices that might overhear them. Therefore, while the strength of an analytical, logical way of thinking helps us transition clearly from point to point, the reality is it’s more like a narrow funnel that pours into a tiny box of possibilities. With so limited a scope of aspects to address, you can easily drop down to possible solutions – but they’ll likely be flawed or sub-optimal.

© Yu Siang and Interaction Design Foundation, CC BY-SA 3.0

When and How Linear Thinking Works Best

Linear thinking is still essential for you and your team – timing is key. Unless your problem is remarkably straightforward, it’s best to use linear thinking later in ideation sessions, after you’ve thoroughly explored everything on the horizon of the frontier of true creativity. The design thinking process accounts for this nicely, but here’s an overview of how to include linear thinking:

  1. Get disruptive to maximize your views of a situation and explore all possible angles and options through these closely related ideation modes and the methods they involve:

    1. Divergent thinking – Go for quantity over quality, novel ideas and creating choices.

    2. Lateral thinking – Focus on overlooked aspects, challenge assumptions and find alternatives.

    3. Outside-the-box thinking – Understand what’s limiting you and why, find new strategies to approach the problem and explore the edges of the design space.

  2. Arrive at a place where you can reframe the problem and see the many factors affecting the situation, your users, other actors, etc., in a new light. This happens after you’ve harvested vast quantities of ideas through methods such as brainstorming. You have your novel ideas; it’s time to leverage convergent thinking to:

    1. Sort these.

    2. Group them into themes.

    3. Find common threads.

    4. Decide on winners and losers.

    And use methods (e.g., embrace opposites, multiple classifications) to isolate ideas that are novel and useful.

Thinking linearly here doesn’t mean you stop being creative and hand over decision-making to pure logic. Instead, you stay mindful of opportunities as you:

  1. Look past logical norms (e.g., when you notice yourself thinking “This solution won’t work because the world doesn’t work that way.” and reconsider the idea.)

  2. See how an idea stands in relation to the problem. (E.g., “A jamming app will treat one symptom of voice-controlled device spying.”)

  3. Understand the reality/dimensions of that problem. (E.g., “The user’s location, which can change relatively easily, should be the focus.”)

  4. Determine the best criteria to judge the idea with. (E.g., “What would we be demanding of the phone user to do versus what inconveniences would be imposed on others nearby?”) 

Ultimately, for fleshing out good ideas to adapt into testable prototypes, linear thinking lets you build and fine-tune. Then, you’ll increase your chances of finding the most desirable, viable and feasible solution for your users, which may be innovative enough to secure your brand its place in a lucrative market gap.

Questions About Linear Thinking?
We've Got Answers!

How is linear thinking different from creative thinking?

Linear thinking follows a straight path—step-by-step, logical, and focused on efficiency. It’s great for refining ideas, solving technical problems, or building predictable systems. However, when you’re trying to explore possibilities or spark innovation, creative thinking works better.

Creative thinking breaks away from the expected and connects unrelated ideas, asks unusual questions, and thrives on ambiguity. Instead of solving problems the “right” way, it explores multiple solutions—sometimes even redefining the problem itself.

In UX (user experience) design, you need both. Use linear thinking to organize workflows, meet deadlines, and build consistent interfaces. Tap into creative thinking during ideation, problem framing, or when facing design roadblocks. Techniques like mind mapping, reverse brainstorming, or SCAMPER help break linear patterns and uncover bold, user-centered ideas.

Watch as Author and Human-Computer Interaction Expert, Professor Alan Dix discusses linear thinking:

Transcript

Take our course Creativity: Methods to Design Better Products and Services.

What’s the difference between linear and non-linear (or iterative) thinking in UX?

Linear thinking in UX follows a straight, step-by-step path: define the problem, research, design, test, and deliver. It’s structured and efficient—great for tasks with clear goals and fixed timelines. However, it can limit exploration, especially when tackling complex or evolving user needs.

Non-linear (or iterative) thinking—on the other hand—loops back and re-evaluates constantly. You test early, gather feedback, tweak designs, and repeat. It values discovery over direction—ideas grow and shift as you learn more. This approach mirrors how real users behave: unpredictably.

In UX design, non-linear thinking is crucial for innovation. It encourages experimenting, failing fast, and adapting quickly. Activities like design sprints, prototyping, and user testing help teams work iteratively without losing momentum.

Watch as Author and Human-Computer Interaction Expert, Professor Alan Dix discusses linear thinking:

Transcript

Take our course Creativity: Methods to Design Better Products and Services.

When should I use a linear approach in UX design?

It’s better to use a linear approach in UX design when the project scope is clear, timelines are tight, and the problem is well understood. It’s ideal for straightforward tasks like refreshing an existing interface, optimizing performance, or applying a proven pattern. Linear workflows help you move efficiently from research to design to delivery without unnecessary detours.

Linear thinking also works well in regulated industries—like healthcare or finance—where compliance limits experimentation. In these cases, sticking to a structured plan ensures predictability and control.

Just make sure you validate key decisions along the way. Even in a linear process, testing early (and at least once) helps avoid costly mistakes. Save non-linear exploration for when the problem is messy, unknown, or user behaviors aren’t clear.

Watch as Author and Human-Computer Interaction Expert, Professor Alan Dix discusses linear thinking:

Transcript

Take our course Creativity: Methods to Design Better Products and Services.

What problems can linear thinking cause in UX design?

Linear thinking can create problems when the UX (user experience) design challenge is complex, undefined, or centered on user behaviors that aren’t yet fully understood. By sticking too rigidly to a step-by-step plan, you risk locking into solutions too early—before uncovering what users truly need.

It can also stifle creativity. When designers follow a straight path without looping back, they miss chances to explore alternatives, or respond to feedback. It’s a problem that often leads to polished interfaces that still miss the mark.

Linear thinking can also discourage collaboration. By the time ideas reach developers or stakeholders, it may be too late for meaningful input. That makes it harder to adapt and might well lead to wasted effort.

UX design thrives on flexibility, feedback, and iteration—too much linearity can push out the very processes that lead to great design. It’s important to explore design problems and possibilities with lateral thinking and out-of-the-box thinking.

Watch as Professor Alan Dix explains important points about thinking out of the box:

Transcript

Take our course Creativity: Methods to Design Better Products and Services.

Why do some clients prefer a linear UX process?

Some clients prefer a linear UX process because it feels predictable, efficient, and easy to manage. It aligns with traditional project models where each phase—research, design, development—has a clear start and finish. This structure makes it easier to set budgets, timelines, and milestones.

Clients working in regulated industries or with tight deadlines often value control over exploration. A linear process helps them minimize risk, avoid scope creep, and track progress without surprises. It’s also easier to explain and justify to internal stakeholders who may be unfamiliar with UX.

However, linear doesn’t mean rigid. Good UX designers still build in checkpoints for feedback and quick testing—even within a structured plan. That way, the work can stay user-centered without losing the clarity clients expect.

Watch as Professor Alan Dix explains important points about linear thinking:

Transcript

Take our course Creativity: Methods to Design Better Products and Services.

How do design sprints avoid linear thinking traps?

Design sprints avoid linear thinking traps by compressing the UX process into a focused, five-day loop that emphasizes rapid learning, iteration, and collaboration. Instead of moving step-by-step over weeks or months, teams jump from understanding the problem to testing a prototype—quickly.

Each day forces a mindset shift: map the challenge, sketch ideas, make decisions, build, and test. This structure encourages action over overthinking and experimentation over perfection. Also, the time pressure stops teams from getting stuck on any one idea or falling back on the “safe” solution.

Design sprints also bring together diverse roles—designers, developers, and product leads—so ideas are challenged early and improved collaboratively. That shared momentum breaks the linear habit of “handoff” thinking and sparks creativity through collective input.

Watch our video about design sprints:

Transcript

Enjoy our Master Class Harness Your Creativity to Design Better Products with Alan Dix, Professor, Author, and Creativity Expert.

How do I train myself to think more flexibly in UX?

To train yourself to think more flexibly in UX, you can start by questioning your habits. If you always begin with wireframes or rely on the same templates, shake up your routine. Try starting with a story, a user emotion, or even a wild “what if” scenario—these shifts open your mind to unexpected angles.

Use exercises that force non-linear thinking. SCAMPER, reverse brainstorming, and mind mapping push you to explore problems from different angles. Practice “zooming out” to rethink the entire system or “zooming in” to examine tiny details—both can turn up many hidden insights.

Embrace ambiguity, too. Work with half-formed ideas. Sketch fast and messy. Share early to get feedback that challenges your assumptions. Flexible thinking grows when you stop aiming for perfection and start valuing discovery—even discovering in areas that might sound counterintuitive, like bad ideas.

Watch as Author and Human-Computer Interaction Expert, Professor Alan Dix explains important points about the bad ideas approach in creative design:

Copyright
Transcript

Enjoy our Master Class Harness Your Creativity to Design Better Products with Alan Dix, Professor, Author, and Creativity Expert.

What are some recent or highly cited scientific articles about linear thinking?

Giraldo Ospina, J. M., & Guevara Sánchez, D. E. (2022). Design thinking traits and cognitive passive resistance: Mediating effect of linear thinking. Management Research Review, 45(9), 1155–1184.

This study investigates the relationship between design thinking traits and cognitive passive resistance, emphasizing the mediating role of linear thinking. Through structural equation modeling with data from 342 engineering and business professionals in Colombia, the authors find that individuals exhibiting strong design thinking traits tend to have lower cognitive passive resistance, with linear thinking acting as a mediator in this relationship. The research is significant as it bridges design thinking and behavioral strategy, offering insights into how linear thinking influences resistance to innovation. These findings have practical implications for organizations aiming to foster innovative cultures by addressing cognitive resistance through design thinking methodologies.

Hudson, K. (2022). The Bridge: Connecting the Powers of Linear and Circular Thinking. Creative Commons Press.

In The Bridge, Kim Hudson presents a compelling exploration of linear and circular thinking as distinct but complementary cognitive approaches. Drawing on her background as an exploration geologist and consultant, Hudson integrates scientific research with real-world experience to build a practical framework. She illustrates how linear thinking excels in structure and control, while circular thinking nurtures relationships, adaptability, and resilience. This book is especially significant in today’s complex social and environmental climate, offering leaders and organizations a path toward inclusive and holistic problem-solving. Hudson’s insights support transformative dialogue and decision-making, making this a vital resource for those working toward sustainability and reconciliation.

de Bono, E. (1970). Lateral Thinking: Creativity Step by Step. Harper & Row.

Edward de Bono's Lateral Thinking introduces the concept of moving beyond linear, logical thought processes to embrace more creative and indirect approaches to problem-solving. De Bono provides techniques for generating innovative ideas by challenging established patterns and encouraging the exploration of alternative solutions. This seminal work has been instrumental in shifting perspectives on creativity, emphasizing the importance of thinking outside conventional boundaries to achieve breakthroughs in various fields.

How do I avoid getting stuck in a fixed, linear mindset?

To avoid getting stuck in a fixed, linear mindset, try to build habits that challenge routine thinking. Start by switching up your design process—try ideating before research, or sketching early concepts with no constraints. These shifts break the pattern of “first A, then B” and encourage fresh perspectives.

Use creative tools like mind maps, SCAMPER, or reverse brainstorming to explore problems from different angles. Embrace messiness—allow rough ideas, dead ends, and feedback to shape your direction. When you treat design as a loop, not a line, new paths start to open up.

Surrounding yourself with other thinkers is also a good idea. Cross-functional or cross-discipline collaboration and diverse input challenge assumptions and reveal blind spots. Ask “What else could this be?” instead of “What’s the next step?”—it can help you break out and reach a far more innovative place.

Watch as Professor Alan Dix explains some helpful methods for thinking divergently—to get as many fresh ideas as possible and from many angles of a problem:

Transcript

Take our course Creativity: Methods to Design Better Products and Services.

Earn a Gift Earn a Gift, Answer a Short Quiz!

1
2
3
4
1
2
3
4
Question 1
Question 2
Question 3
Get Your Gift
Interaction Design Foundation logo

Question 1

Which characteristic best describes linear thinking?

1 point towards your gift

  • To develop creative solutions through non-sequential ideation
  • To solve problems using a structured, step-by-step approach
  • To tackle multiple challenges simultaneously
Interaction Design Foundation logo

Question 2

How does linear thinking differ from non-linear thinking?

1 point towards your gift

  • Both linear and non-linear thinking prioritize solving problems in the same structured manner.
  • Linear thinking emphasizes structured processes, while non-linear thinking allows for exploration and creativity.
  • Non-linear thinking follows a rigid step-by-step approach, whereas linear thinking allows for flexibility.
Interaction Design Foundation logo

Question 3

In which scenario would linear thinking be the most appropriate approach?

1 point towards your gift

  • A team brainstorming creative marketing strategies for brand engagement.
  • A team that explores innovative design concepts for a new product.
  • A team that solves an engineering problem with clear and predictable variables.

Learn More About Linear Thinking

Make learning as easy as watching Netflix: Learn more about Linear Thinking by taking the online IxDF Course Creativity: Methods to Design Better Products and Services.

Why? Because design skills make you valuable. In any job. Any industry.

In This Course, You'll

  • Get excited as you learn to innovate and get creative, even when you feel blocked! Did you know that creative thinking is the second most important skill hiring managers look for, across all jobs and industries? This course will give you the skills to design innovative solutions and products that stand out. It's easier than you think! No matter your background, you can effortlessly learn to tap into creativity. You'll apply proven methods to break out of habitual thinking, spark new ideas anytime, and capture them before they disappear!

  • Make yourself invaluable with divergent and convergent ideation techniques that have real business impact. In a world where AI can generate endless ideas, you stay in demand when you know which ideas to explore, which to combine, and which to move forward. Timeless human-centered design skills help you focus creativity on real needs, and that’s how you can turn AI from a tool into your new creative superpower. Companies that prioritize creativity achieve 67% more organic revenue growth. Creativity is just as valuable in finance, engineering, and healthcare as it is in creative professions. Every industry thrives on innovative ideas. In this course, you'll use ideation methods like multiple classifications and three-way comparisons to see opportunities others miss and bring bold ideas to life.  

  • Gain confidence and credibility with 15+ downloadable templates to fast-track your creativity! You'll learn how to use busywork to enable your creativity in daily planning and foster a creative team environment. You'll apply step-by-step strategies to beat procrastination, bias, and fixation, and ensure your creative process remains productive—even under pressure. You'll get hands-on experience and walk away with a polished case study for your portfolio if you choose to complete the optional ideation project. If you want to solve big problems, improve lives, and build a better world with innovative solutions people love, then this course is the perfect place to start.

It's Easy to Fast-Track Your Career with the World's Best Experts

Master complex skills effortlessly with proven best practices and toolkits directly from the world's top design experts. Meet your experts for this course:

  • Alan Dix: Author of the bestselling book “Human-Computer Interaction” and Director of the Computational Foundry at Swansea University.

  • Don Norman: Father of User Experience (UX) Design, author of the legendary book “The Design of Everyday Things,” and co-founder of the Nielsen Norman Group.

Get an Industry-Recognized IxDF Course Certificate

Increase your credibility, salary potential and job opportunities by showing credible evidence of your skills.

IxDF Course Certificates set the industry gold standard. Add them to your LinkedIn profile, resumé, and job applications.

Course Certificate Example

Be in distinguished company, alongside industry leaders who train their teams with the IxDF and trust IxDF Course Certificates.

Our clients: IBM, HP, Adobe, GE, Accenture, Allianz, Phillips, Deezer, Capgemin, Mcafee, SAP, Telenor, Cigna, British Parliament, State of New York

All Free IxDF Articles on Linear Thinking

Read full article
Customer Lifecycle Mapping - Getting to Grips with Customers - Article hero image
Interaction Design Foundation logo

Customer Lifecycle Mapping - Getting to Grips with Customers

Customer experience is the key to running a successful business just as user experience is key to developing a successful product. Customer experience encompasses a larger range of interaction than user experience in that it not only takes into account UX but also the needs of those paying for the p

Social shares
906
Published
Read Article
Read full article
Understand the Elements and Thinking Modes that Create Fruitful Ideation Sessions - Article hero image
Interaction Design Foundation logo

Understand the Elements and Thinking Modes that Create Fruitful Ideation Sessions

Facilitating ideation sessions involves an understanding of human thinking and mental modes as well as a whole range of factors like creating the right environment and goals, which we’ll introduce you to here.“Ideation is the mode of the design process in which you concentrate on idea generation. Me

Social shares
809
Published
Read Article

Customer Lifecycle Mapping - Getting to Grips with Customers

Customer Lifecycle Mapping - Getting to Grips with Customers

Customer experience is the key to running a successful business just as user experience is key to developing a successful product. Customer experience encompasses a larger range of interaction than user experience in that it not only takes into account UX but also the needs of those paying for the product or service (which may be very different from users’ needs particularly in the case of corporates).

In order to be able to articulate a high-level explanation of the customer experience it can be handy to define a customer lifecycle map. This is a diagram of the multiple stages that a customer goes through from before they become a customer to after they terminate their relationship with a brand. Customers typically do not move through this experience in a “start to finish” manner but move from stage to stage in loops (going backwards as well as forwards in their journey).

The customer lifecycle map should be used as a high-level tool within an organization to understand large groups of customers. It is not designed to replace the customer journey map which explores a more intimate path taken by customers through actual interactions with the business or brand.

As Steve Jobs, the CEO and founder of Apple said; “You’ve got to start with the customer experience and work back toward the technology – not the other way around.”


Author/Copyright holder: AltimeterGroup. Copyright terms and licence: CC BY-NC-SA 2.0

Altimeter share their version of the customer experience lifecycle without any additional detail as to how each part of the cycle operates. Your customer experience maps should be more detailed.

What is Included in a Customer Experience Map?

Annette Franz Gleneicki, one of the 50 most active influencers in Customer Experience according to MindTouch, offers these phases for customer experience:

Awareness

This is the time that a customer first becomes aware of your brand. They may not have had any interaction with the brand at all at this stage. While awareness can come from marketing campaigns and media, it is just as likely to come from a word-of-mouth recommendation from a friend or family member.

Consideration

Once a potential customer becomes aware of a brand, when they need a solution to the problem that brand supplies, they will begin to consider products from that brand as well as products from other brands that meet their needs. At this stage they have not made a decision as to which brand they will engage with.

Selection/Purchase

When the customer’s need becomes pressing enough and they have completed as much research as they intend to undertake; they begin the process of selecting a vendor. Assuming that your marketing, information, etc. has been sufficiently interesting and engaging – this is when they should choose your product over a competitor’s.


Author/Copyright holder: extraUNanonymous. Copyright terms and licence: CC BY-NC-SA 2.0

It can be useful to remember what you want to create at each stage of the customer lifecycle – this handy chart from ExperienceCurve.com can help you focus on what really matters.

Product Experience

Once they have purchased a product, the customer (or in some cases a user who is not the customer) must become familiar with that product. They learn how to use it and how to consume it. At this stage it is important that the user feels satisfied that you have met their basic needs or they cannot progress further through the lifecycle and move straight to the final step.

Loyalty

If the user remains satisfied with their product experience over time; eventually they will become loyal to the product (and possibly to the brand too). They may begin to purchase other offerings from the brand at this stage (assuming they are there to be purchased).

Advocacy

Not all users and customers make the transition into advocacy but a percentage of loyal customers will eventually become brand ambassadors. They will recommend your products to their friends, colleagues, families, etc.

Engagement

Advocates become engaged when they feel emotionally connected to the brand. They feel love and trust for the product and the company. They feel 100% part of your overall experience. It’s worth noting that once again only a small percentage of advocates go on to become fully engaged.


Author/Copyright holder: Dion Hinchcliffe. Copyright terms and licence: CC BY-SA 2.0

Of course, the precise level of engagement depends on the community that you serve. This handy infographic from ZDNet can help you decide what engagement should look like for your brand.

Raving Fanatics!

These folks have become part of the brand. They’re the people who tattoo your logo on their bodies. They spend all day, every day contributing to user forums and attending trade shows to talk about how amazing their experiences are. These make up the tiniest portion of customers but their actions can have huge impact on others.

Exit

Customers leave; it’s a fact of life. However, you have a lot of control over how many customers decide to terminate (or churn) their relationship. It’s also worth noting that this isn’t always the end of the customer experience – customers who quit can come back later in the game to rejoin and begin the cycle all over again.

Mapping the customer experience simply involves examining each of these stages and asking how you can either transition a customer to the next phase in a better method or how you can prevent them from exiting. Customer lifecycle maps are usually shown in circular form with the possibility of transitioning between any stage and any other highlighted. (Some people go from awareness to raving fan immediately – some never will).


Author/Copyright holder: jonny goldstein. Copyright terms and licence: CC BY 2.0

The customer lifecycle map is a tool that allows you to take action. This is what Zappos did to ensure that interactions with their customers would be wowed by their actions.

The Take Away

Customer lifecycle maps help a business keep track of the overall customer experience. They do not replace customer journey maps but rather complement them for a more high-level overview of an experience. Sales and marketing often find lifecycle maps very useful, for user experience design they provide a starting point for ideation and understanding of the customers the business has.

Jerry Gregoire, Dell’s CIO, said; “The customer experience is the next competitive battleground.” the customer lifecycle map is a key strategic tool in winning that fight.

Resources

Annette Franz Gleineicki explores the differences between customer journey mapping and lifecycle mapping here - http://customerthink.com/whats-the-difference-journey-map-or-lifecycle-map/

Her original definitions of the important roles of the customer experience lifecycle can be found here at CX Journey - http://www.cx-journey.com/2011/12/customer-experience-lifecycle.html

Glen Burnett explores the advantages of using customer lifecycle maps here - http://glenburnett.blogspot.com/2013/01/customer-lifecycle-mapping-helps.html

Feel Stuck?
Want Better Job Options?

AI is replacing jobs everywhere, yet design jobs are booming with a projected 45% job growth. With design skills, you can create products and services people love. More love means more impact and greater salary potential.

At IxDF, we help you from your first course to your next job, all in one place.

See How Design Skills Turn Into Job Options
Privacy Settings
By using this site, you accept our Cookie Policy and Terms of Use.
Customize
Accept all

Be the One Who Inspires

People remember who shares great ideas.

Share on:

Academic Credibility — On Autopilot

Don't waste time googling citation formats. Just copy, paste and look legit in seconds.