525 articles
Explains the difference between information architecture and navigation design, and why IA must come first. Covers organizing schemes (alphabetical, chronological, topical), labeling systems, navigation structures (global, local, contextual), and search systems. Introduces card sorting and tree testing as IA research methods. Core curriculum in UX education programs.
Prospect theory, which won Kahneman and Tversky the Nobel Prize, demonstrates that people evaluate outcomes relative to a reference point rather than in absolute terms, and that losses loom larger than equivalent gains. This explains why customers are more outraged by a $5 surcharge than they are pleased by a $5 discount. The article maps prospect theory principles to practical business decisions including pricing strategy, contract design, and change communication, showing how framing around reference points dramatically shifts acceptance rates.
Explores the ethical responsibilities of designers who shape how millions of people spend their attention. Argues for design practices that empower users rather than exploit psychological vulnerabilities, drawing on Tristan Harris's work and the broader humane technology movement.
Siggelkow and Terwiesch describe how always-on digital connectivity is transforming business models from episodic transactions to continuous relationships. They introduce four connected strategies that progressively deepen customer engagement, from respond-to-desire through automatic execution, fundamentally reshaping competitive advantage.
This guide breaks down the TAM/SAM/SOM framework for market sizing, explaining both top-down and bottom-up approaches with practical examples. The article demonstrates how to construct credible market size estimates that withstand investor scrutiny, avoiding common traps like citing overly broad industry reports.
How companies like Dropbox, Slack, and Zoom built products that drive their own adoption. Covers the PLG flywheel: deliver value before capturing it, invest in the self-serve experience, use data to find conversion moments, and design for virality. Includes practical frameworks for measuring and improving product-led growth metrics.
Lateral thinking deliberately breaks established patterns of thought to generate novel solutions that logical analysis alone cannot reach. De Bono's techniques including random entry, provocation, and reversal help teams escape fixation on conventional approaches. The article demonstrates how companies like 3M and IDEO use structured lateral thinking sessions to produce innovations that vertical thinking consistently misses.
McKinsey presents a comprehensive framework for achieving operational excellence that extends beyond efficiency tools to encompass management systems, capability building, and mindset shifts. The research demonstrates that sustained operational improvement requires embedding problem-solving and continuous improvement into daily management routines at every level.
Provides a practical guide to implementing Objectives and Key Results (OKRs) in fast-growing organizations. Covers common pitfalls like setting too many objectives, confusing outputs with outcomes, and failing to create alignment between team and company-level goals.
Tabrizi argues that most digital transformations fail not because of technical challenges but because organizations neglect the human and organizational dimensions of change. The article presents five key lessons emphasizing business strategy clarity, insider-led change, agile governance, and organizational culture as the real drivers of successful transformation.
Emotional agility, the ability to navigate difficult feelings without being controlled by them, separates effective leaders from reactive ones in high-pressure situations. David's framework involves four steps: showing up to emotions with curiosity, stepping out from them to gain perspective, walking your why to reconnect with values, and moving on with adjusted behavior. The article applies this framework to common leadership challenges including crisis management, difficult conversations, and strategic pivots.
Luke Wroblewski's mobile-first approach: designing for the smallest screen first forces you to prioritize content and functionality. Mobile constraints (small screen, touch input, variable connectivity) reveal what truly matters. Covers progressive enhancement, touch targets, thumb zones, and responsive patterns. Changed how the entire industry approaches web design.
Challenges the conventional wisdom about feedback. Research shows that telling people what we think of their performance and how to improve actually hinders learning. The brain grows most where it's already strong. Instead of correcting deficiencies, focus on what works: replay moments of excellence, describe what you experienced, and ask 'What was going on in your head when you did that?'
Introduces the fundamentals of natural language processing, from tokenization and embeddings to transformer architectures and language models. Uses GPT-2's development as a case study to illustrate how unsupervised learning on large text corpora produces surprisingly capable language understanding.
The tension between craft (deep skill, attention to detail, pride in work) and commodity (efficiency, standardization, scalability) defines many modern organizational dilemmas. Sennett argues that the best organizations find ways to preserve craft values even as they scale, by protecting artisan roles, allowing time for mastery, and rewarding quality alongside speed. The article examines how companies like Pixar and Toyota embed craft culture into large-scale operations without sacrificing efficiency.
Anchoring bias causes people to rely too heavily on the first piece of information offered when making decisions, especially in negotiations. Research shows that even arbitrary numbers can shift final agreements by 20-30%. The article provides strategies for both setting effective anchors and defending against them in salary negotiations, vendor contracts, and pricing decisions.
Marty Cagan on why the most important thing a product leader can do is decide what NOT to build. Covers prioritization frameworks: value vs. effort, RICE scoring, opportunity scoring, and cost of delay. But argues that frameworks are secondary to having a clear product strategy that enables you to say no with confidence. Essential PM skill development reading.
Innovation cultures are misunderstood. Tolerance for failure requires intolerance for incompetence. Willingness to experiment requires rigorous discipline. Psychological safety requires brutal candor. Collaboration requires individual accountability. Flat structures require strong leadership. The hard counterbalances that make innovation actually work.
Challenges the binary notion of work-life 'balance' in favor of a more nuanced integration model based on individual values and life stage. Draws on interviews with executives across multiple countries to show that sustainability, not equilibrium, is the key to long-term career success and personal well-being.
Provides a step-by-step guide to creating user journey maps that visualize the end-to-end experience of a persona interacting with a product or service. Covers when to use journey maps, what elements to include, and how to turn journey insights into actionable design improvements.