Heuristic Evaluation In UX

How I Review Contracts (Without Wasting Hours) Most people read contracts line by line from the start. I don’t. That’s the slowest way to catch red flags. Instead, I reverse-engineer them to spot risks first. Step 1: Get the Big Picture – What’s this contract actually about? Who has more power in the deal? This tells me what to watch out for. Step 2: Find the Risks – I jump straight to liability and termination clauses. Can my client walk away if things go south? Are they taking on unfair risks? Step 3: Follow the Money – I check payment terms, penalties, and refunds to make sure there are no vague or sneaky conditions. Step 4: Watch for Dispute Traps – Jurisdiction and arbitration clauses can quietly make legal battles expensive or one-sided. I flag them early. Step 5: Dig Into the Fine Print – Standard clauses like indemnification, non-compete, and amendments often hold surprises. I don’t skim them. Step 6: Read Line by Line – Only after flagging key issues do I read everything carefully, making sure nothing slips through. This method saves time, catches hidden risks faster, and makes contract review way more efficient. Want me to break down a contract using this? Let’s talk.

Last week, I reviewed 3 papers in a row that all had the same problem: Good data. Solid methods. No visible novelty. Not because the work wasn’t original, but because the authors assumed the originality would somehow “speak for itself”. It never does. If reviewers and editors need 20 minutes to guess what is new about your paper, they will almost always conclude: “Lack of novelty. Reject.” Here is a simple structure you can use to fix this in your next manuscript: 1. One-sentence contribution (yes, just one) If you cannot explain your contribution in one sentence, the reviewer will not do it for you. Ask yourself: “What does this paper do that no published paper has already done?” Write that sentence. Put a version of it in the abstract and in the last paragraph of the introduction. 2. Make the gap painfully clear Don’t write: “Few studies have examined X.” Write something like: What we think we know. What we don’t know (exactly what is missing, wrong, or unclear). Why this gap is a problem for the field. If the gap is vague, your contribution will look vague. 3. Name the type of novelty Most early-career researchers actually have one of these: Contextual: Testing known theory in a new context or population. Methodological: Using a new data source or technique that reveals what others could not see. Conceptual: Clarifying, extending, or slightly challenging an existing idea. Say which one you are doing and show how. 4. Use contribution language, not “what we did” language Weak: “We analyzed 500 surveys and ran regressions.” Stronger: “We show that the X–Y relationship reverses in setting Z, which existing theory does not predict. This refines how we understand X in volatile environments.” Same work. Different framing. Completely different response from reviewers. 5. Echo the novelty again in the Discussion The Discussion is not just “here are the results again”. It is where you say, clearly: What changes for the field because of your findings. Which assumptions need updating. Where the next person should pick up the conversation. If your final section could have been written before you ran the study, you are not explaining novelty. Your research can be novel, but invisible. Your job is to make the originality impossible to miss. #science #research #scientist #publishing #academia #professor #highereducation #researchservices #novelty #thesis #phd

💡 Practical Heuristic Evaluation Checklist Heuristic evaluation is a usability inspection practice where experts assess a user interface against a set of established principles. It’s a cost-effective way to uncover usability problems early in the design process, without full-scale testing. Below is a checklist I’ve created using Jakob Nielsen’s 10 Usability Heuristics: Visibility of System Status ☐ Does the system provide immediate feedback for user actions (clicks, taps, form submissions)? ☐ Are loading states, progress indicators, or success confirmations clearly shown? ☐ Is the system status updated in real time where needed? Notes / Issues: Add notes with examples and suggested fixes. Severity: 0 = Cosmetic, 1 = Minor, 2 = Major, 3 = Critical Match Between System and Real World ☐ Does the interface use terminology familiar to the target audience? ☐ Are icons, symbols, and visuals intuitive and culturally appropriate? ☐ Does the flow mimic real-world processes where applicable? Notes / Issues: Severity: User Control & Freedom ☐ Can users easily undo or redo actions? ☐ Is there a clear way to cancel ongoing operations? ☐ Can users backtrack without losing progress or data? Notes / Issues: Severity: Consistency & Standards ☐ Are similar elements and actions consistent in appearance and behavior? ☐ Does the design follow platform-specific guidelines? ☐ Are labels and terminology used consistently across the product? Notes / Issues: Severity: Error Prevention ☐ Are error-prone actions guarded by confirmations or warnings? ☐ Is form validation immediate and clear before submission? ☐ Are destructive actions reversible? Notes / Issues: Severity: Recognition Rather Recall ☐ Are options, menus, and controls visible without forcing users to remember information? ☐ Is necessary context displayed on the same screen where decisions are made? ☐ Are past actions and history visible where needed? Notes / Issues: Severity: Flexibility and Efficiency of Use ☐ Are there shortcuts, keyboard commands, or accelerators for power users? ☐ Can users personalize or customize settings? ☐ Is navigation optimized for both beginners and experts? Notes / Issues: Severity: Aesthetic and Minimalist Design ☐ Is the layout clean, with no unnecessary information or visual clutter? ☐ Are typography, spacing, and alignment used effectively for readability? ☐ Is visual hierarchy clear, highlighting the most important actions? Notes / Issues: Severity: Help Users Recognize, Diagnose, and Recover from Errors ☐ Are error messages in plain language? ☐ Do they clearly explain the cause of the problem and how to fix it? ☐ Are error messages visually distinct but non-intrusive? Notes / Issues: Severity: Help and Documentation ☐ Is help content easy to find within the interface? ☐ Are tooltips, inline hints, or guides available where needed? ☐ Is documentation concise, searchable, and up to date? Notes / Issues: Severity: 🖼️ 10 Heuristics by Maze #UX #UI #uxdesign #design

I’ve reviewed over 100 games in the past few years. Here’s my step-by-step process for reviewing a new game: 𝟭. 𝗥𝗘𝗦𝗘𝗔𝗥𝗖𝗛 𝗖𝗢𝗠𝗣𝗘𝗧𝗜𝗧𝗢𝗥𝗦 𝗙𝗜𝗥𝗦𝗧 Before playing, I focus on understanding the competition: • Read user reviews in app stores • Play 3-5 competitor games • Take screenshots of key moments • 𝗔𝗻𝗮𝗹𝘆𝘇𝗲 𝗸𝗲𝘆 𝗮𝘀𝗽𝗲𝗰𝘁𝘀: —— Gameplay tempo – is it fast or slow? —— Monetization strategies – how are purchases introduced? —— Engagement hooks – what makes players return? —— Strengths and weaknesses 𝟮. 𝗣𝗟𝗔𝗬 𝗧𝗛𝗘 𝗚𝗔𝗠𝗘 𝗧𝗪𝗜𝗖𝗘 Each playthrough serves a specific purpose: 𝗙𝗶𝗿𝘀𝘁 𝗽𝗹𝗮𝘆𝘁𝗵𝗿𝗼𝘂𝗴𝗵 (𝟭 𝗵𝗼𝘂𝗿) – Focus on the big picture: • General feel – Does it engage from the start? • User flow – How intuitive is it for a new player? • Core loop – Do main mechanics fit together? • Goals – Are short- and long-term objectives clear? • Progression – Is there a sense of steady improvement? • Gameplay tempo – Fast or too slow? • Monetization – Do I want to pay and why? 𝗦𝗲𝗰𝗼𝗻𝗱 𝗽𝗹𝗮𝘆𝘁𝗵𝗿𝗼𝘂𝗴𝗵 (𝟮 𝗵𝗼𝘂𝗿𝘀) – Dive deeper: • Onboarding – Is the tutorial clear? • Game mechanics – Do they evolve or get repetitive? • Boosters – Impactful yet balanced? • Level design – Does it introduce new challenges? • Art and UI – Consistent and intuitive? • Monetization – When offers and ads appear? What do they offer? • Game balance – Fair resource flow? • Technical aspects – Bugs or glitches? • Social mechanics – Are they well-integrated? • Narrative – Is it interesting and well-paced? • Live operations – Which events and tasks appear, and when? → Throughout both sessions, I take detailed screenshots. → I also read user reviews here to confirm my impressions. 𝟯. 𝗔𝗡𝗔𝗟𝗬𝗭𝗘 𝗚𝗔𝗠𝗘 𝗠𝗘𝗧𝗥𝗜𝗖𝗦 Once the playthroughs are done, I review key metrics: • Retention ↳ How well does the game retain players (Day 1, Day 7, etc.)? • Engagement ↳ Average playtime, daily levels completed • Onboarding completion ↳ Tutorial completion rate • Level funnel and churn ↳ Points where players quit • Monetization ↳ How is revenue split between IAP and ads? The distribution between sources? • Difficulty ↳ Win Rate, game difficulty • Game balance ↳ Currency sources and sinks This data shows if the game meets benchmarks or needs changes. 𝟰. 𝗗𝗘𝗟𝗜𝗩𝗘𝗥 𝗦𝗧𝗥𝗨𝗖𝗧𝗨𝗥𝗘𝗗 𝗙𝗘𝗘𝗗𝗕𝗔𝗖𝗞 • No vague comments like “the game is too easy.” ↳ Instead, explain why it feels easy, e.g. “𝘗𝘭𝘢𝘺𝘦𝘳𝘴 𝘤𝘢𝘯 𝘴𝘵𝘢𝘯𝘥 𝘴𝘵𝘪𝘭𝘭 𝘸𝘪𝘵𝘩 𝘢 𝘭𝘦𝘷𝘦𝘭 1 𝘸𝘦𝘢𝘱𝘰𝘯 𝘢𝘯𝘥 𝘥𝘦𝘧𝘦𝘢𝘵 𝘦𝘯𝘦𝘮𝘪𝘦𝘴 𝘸𝘪𝘵𝘩𝘰𝘶𝘵 𝘦𝘧𝘧𝘰𝘳𝘵.” • Go beyond criticism, offer solutions: ↳ “𝘐𝘯𝘵𝘳𝘰𝘥𝘶𝘤𝘦 𝘢 𝘳𝘦𝘭𝘰𝘢𝘥 𝘮𝘦𝘤𝘩𝘢𝘯𝘪𝘤 𝘵𝘰 𝘧𝘰𝘳𝘤𝘦 𝘮𝘰𝘷𝘦𝘮𝘦𝘯𝘵. 𝘓𝘪𝘮𝘪𝘵𝘦𝘥 𝘢𝘮𝘮𝘰 𝘦𝘯𝘤𝘰𝘶𝘳𝘢𝘨𝘦𝘴 𝘦𝘹𝘱𝘭𝘰𝘳𝘢𝘵𝘪𝘰𝘯.” • Provide examples from competitors • Prioritize feedback by urgency, attach screenshots ↳ Helps developers have a clear roadmap

100 lines of code: reviewed in 10 minutes. 1000 lines of code: reviewed never. Code reviews exist to catch bugs, improve maintainability, and help teams write better software together. But most engineers treat them like assignments to pass instead of collaborative checkpoints. That mindset kills the process before it starts. ➧ When you're submitting a PR: 1. Keep it small Aim for 10-100 lines of code per pull request. Past 100 lines, reviewers start skimming. Past 500, they stop caring entirely. Large PRs are harder to review, take longer to approve, and make it nearly impossible to catch real bugs. Break your work into isolated, logical chunks. Yes, it's more work upfront. But it ships faster. 2. Write a description Give context. Always. Your reviewer might be on a different team, in a different timezone, or new to the codebase. Don't make them guess what you're solving. If you're fixing a bug, explain what broke and link to the ticket. If it's a visual change, add before/after screenshots. If you ran a script that generated code, paste the exact command you used. Context turns a confusing diff into a clear story. 3. Leave preemptive comments If part of your diff looks unrelated to the main logic, explain it before your reviewer asks. "Fixed a typing issue here while working on the main feature." "This file got reformatted by the linter, no logic changes." These small clarifications save back-and-forth and show you're thinking about the reviewer's experience. ➧ When you're reviewing a PR: 1. Be overwhelmingly clear Unclear comments leave people stuck. If you're making a suggestion but don't feel strongly, say it: "This could be cleaner, but use your judgment." If you're just asking a question, mark it: "Sanity check, is this intentional? Non-blocking, just curious." Over-communicate your intent. Especially with remote teams or people you don't know well. 2. Establish approval standards with your team Decide as a team when to approve vs. block a PR. At Amazon and now at Nielsen, we approve most PRs even with 10+ comments because we trust teammates to address feedback. The only exception: critical bugs that absolutely can't go to production. Without clear standards, people feel blocked by style comments and approvals feel arbitrary. Talk to your team. Set the rules. Stick to them. 3. Know when to go offline Some conversations don't belong in PR comments. If the code needs a major rewrite, if there's a design disagreement, or if you're about to write a paragraph, stop. Ping your teammate directly. Have a quick call. Save everyone time. Leave a comment like "Let's discuss this offline" so they know you're not ignoring it.

Your website might be silently losing $1000s in revenue every month Here's the 6-step audit that reveals exactly where the leaks are happening Your step-by-step guide: Step #1: Review Your Site Architecture & Navigation ✔️ Check your navigation menu ✔️ Verify internal linking & heading hierarchy ✔️ Ensure your site search works flawlessly Step #2: Check Your Technical Foundation ✔️ Make sure search engines can index and crawl your pages ✔️ Verify XML sitemaps and page speed ✔️ Test Core Web Vitals Step #3: Analyze Your Backlink Profile ✔️ Review total backlinks & identify toxic ones ✔️ Check for sudden spikes or drops ✔️ Monitor monthly and document patterns Step #4: Evaluate Your Content ✔️ Identify zero-traffic pages dragging your rankings down ✔️ Ensure content is high-quality and engaging ✔️ Optimize CTAs & meta elements Step #5: Assess the User Experience ✔️ Test mobile responsiveness & cross-device functionality ✔️ Check visual hierarchy & readability ✔️ Use heatmaps to track user behavior Step #6: Review Your Analytics & Conversion Data ✔️ Track traffic trends and identify drop-offs ✔️ Analyze conversion rates & CTA performance ✔️ Compare user behavior before and after optimizations Final Step: Take Action on Your Audit Findings A website audit is useless if you don’t act on the insights! Fix technical issues, refresh content, improve UX, and refine your SEO strategy. When was the last time you ran a full website audit? If it’s been a while, this checklist is your best friend.

Struggling to turn piles of papers into a strong, insightful literature review? This 5 C’s of writing a literature review (Cite, Compare, Contrast, Critique, Connect) narrow it down well. But how do you actually do these well in practice? Here’s how I teach my PhD mentees to move beyond theory and into action: 1. CITE: Be strategic, not exhaustive. ✅ Don’t just collect papers, curate them. Prioritize studies that shape the field, influence your thinking or set up your argument. 📌 Use citation mapping tools (like Connected Papers or ResearchRabbit to visually trace foundational works and identify key influencers fast. 2. COMPARE: Patterns matter more than papers. ✅ Group studies by themes: methods, theories, findings, not by author name or publication date. 📌 Create a simple comparison matrix in Excel, SciSpace or Anara to spot patterns across studies. You’ll see trends (and gaps) much faster this way. 3. CONTRAST: Don’t be afraid to question the giants. ✅ Highlight conflicting evidence, contradictory findings or evolving theories. This shows depth. 📌 Always ask yourself: Why might these studies disagree? Sample? Method? Context? Theory? This leads to stronger insights. 4. CRITIQUE: Not all papers deserve equal weight. ✅ Evaluate studies for quality, not just relevance. Weak studies make weak foundations. 📌 Apply a simple checklist when reading: clarity of aim, appropriateness of method, robustness of findings. Highlight these in your notes for easy reference. 5. CONNECT: Your review needs to lead somewhere. ✅ Your literature review is a bridge to your research question. 📌 After reviewing each group of studies, explicitly write: “What does this mean for my study?” This helps transition from review to rationale. A literature review is not about how much you’ve read. It’s about how clearly you can show your reader: 📍 What’s known 📍 What’s contested 📍 What’s missing 📍 And why your study matters PS: Which of these 5 C’s do YOU find the trickiest to apply? Share in the comments REPOST this to help others.

🔍 What Approach Do You Follow To Analyze A Website’s Usability Performance? A website is like a small shop on a busy street. People walk in with a purpose, and if they don’t find what they want fast, they leave without saying a word. Usability is how you keep them inside—by making every step simple, smooth, and stress-free. So, let's see how does i do this... 1. Start With the User’s Story I begin by understanding who the user is and what their real-life challenges are. When you see the world through their eyes, every design choice becomes meaningful, not random. 2. Define the Purpose of the Website A website without a clear purpose is noise. I look at the brand’s goals and see if the site reflects them in a direct, understandable way—no guessing, no confusion. 3. Review the First 10 Seconds Those first seconds decide if users stay or bounce. I watch closely: Does the message land? Is the layout clean? Does the page tell users, “You’re in the right place”? 4. Map the User Journey I walk through the site like a first-time visitor. I follow every path users may take and note where they pause, struggle, or get lost. These moments say more than any metric. 5. Test Navigation Ease Good navigation works like a friendly guide. I test menus, submenus, and categories to see if users can find what they want without hunting for it. 6. Check Loading Speed People won’t wait for slow pages. I test load times across sections because even a 2-second delay can break trust and push users away. 7. Test Forms and Actions Forms are where real decisions happen—sign-ups, purchases, bookings. I test each step, button, and field to ensure nothing blocks the user’s intent. 8. Study Visual Consistency I look at colours, spacing, fonts, and patterns across the site. When visuals follow a rhythm, users feel guided. When they don’t, the mind does extra work. 9. Look at Mobile Experience Since most users browse on mobile, I test the full site on multiple screen sizes. A site that works perfectly on mobile already wins half the battle. 10. Gather Real Feedback I speak with real users or review their patterns. They reveal gaps that analytics can’t show. Nothing beats watching someone interact naturally. Final Thought : A usable website is built with empathy. When every click feels simple and every step feels natural, users trust you more—and trust is what drives results. 💬 What’s one thing on a website that instantly makes you leave? Follow Jitendra kumar for more thoughts. Repost in your group if you like this post. Hi, I’m Jitendra kumar. ---------------------------------------- I’m a website designer and developer. I help businesses and coaches double their revenue through strategically designed websites. Let’s design your website—send me a DM to get started!

A major revise-and-resubmit is not a repair job. It means rebuilding. When reviewers flag major problems in the logic of the argument, they are offering a chance to rethink and rebuilt the paper’s reasoning in a better form, not just polish the text. I see many papers coming back where major revision requests are treated as a sort of patching exercise Some new citations added as sprinkles, a paragraph here and there, some small framing tweaks, very little rewriting, some claims rephrased without changing what the paper actually argues. The result is that manuscripts become thicker and thicker but not stronger. To be clear: some R&Rs are mainly about minor issues related to clarity, reporting, positioning, or the need for some complementary analyses to add strength to something that is already strong. In those cases, targeted fixes can be exactly what is needed. But when reviews point to major issues, cosmetic fixes do not work. Some examples: a missing contribution, weak theoretical framing, misalignment between theory and evidence, an argument that does not follow throughout the paper, conclusions that are not supported by the findings. With patches we add bulk but not coherence. You need rethinking and reorganising. If you receive an R&R that raises logic or contribution concerns, this what I generally recommend: • 𝗦𝘁𝗮𝗿𝘁 𝗯𝘆 𝗱𝗶𝗮𝗴𝗻𝗼𝘀𝗶𝗻𝗴 𝘁𝗵𝗲 𝗿𝗲𝘃𝗶𝗲𝘄𝘀. Read and re-read the reviewers’ reports together, not separately. Look for the underlying concerns that connect them. That is usually where the biggest revision tasks are • 𝗦𝗽𝗲𝗻𝗱 𝘁𝗶𝗺𝗲 𝗿𝗲𝗮𝗱𝗶𝗻𝗴 𝗶𝗺𝗽𝗼𝗿𝘁𝗮𝗻𝘁 𝗹𝗶𝘁𝗲𝗿𝗮𝘁𝘂𝗿𝗲 𝘆𝗼𝘂 𝗺𝗶𝗴𝗵𝘁 𝗵𝗮𝘃𝗲 𝗺𝗶𝘀𝘀𝗲𝗱 𝗼𝗿 𝘁𝗵𝗮𝘁 𝗿𝗲𝘃𝗶𝗲𝘄𝗲𝗿𝘀 𝗿𝗶𝗴𝗵𝘁𝗹𝘆 𝗿𝗲𝗰𝗼𝗺𝗺𝗲𝗻𝗱𝗲𝗱 Refresh and expand your ideas. • 𝗖𝗵𝗲𝗰𝗸 𝘆𝗼𝘂𝗿 𝗰𝗼𝗿𝗲 𝗮𝗿𝗴𝘂𝗺𝗲𝗻𝘁 You might be tempted to start editing sections, but better to resist. Verify the core argument first. Clarify in one paragraph what the paper claims and what will be new and why. • 𝗥𝗲𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 𝘄𝗵𝗲𝗻 𝗻𝗲𝗰𝗲𝘀𝘀𝗮𝗿𝘆. It could be the introduction, theory, framing, or even the order of the sections might change to support the revised contribution. Or everything. The objective should be to tighten alignment end-to-end. Make sure theory, methods, findings, and contribution clearly support the revised story, and are connected. • 𝗥𝗲𝘀𝗽𝗼𝗻𝗱 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗰𝗮𝗹𝗹𝘆, 𝗻𝗼𝘁 𝗱𝗲𝗳𝗲𝗻𝘀𝗶𝘃𝗲𝗹𝘆. You are dealing with major revisions so better to provide a clear, point-by-point response showing how the manuscript improved conceptually and structurally, not just where text was added. Avoid replying with long answers that only means: “Yes, we did what you asked.” Engage in the discussion, even if your point is a rebuttal. In the end, a strong revision feels like a clearer paper, not a longer one. _______ ♻ If you find this helpful, repost to inspire colleagues in your network