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Column: Data-Informed Design

UXmatters has published 7 editions of the column Data-Informed Design.

Top 3 Trending Data-Informed Design Columns

  1. Thinking About Designing with Data

    Data-Informed Design

    Understanding data to achieve great user experiences

    A column by Pamela Pavliscak
    February 16, 2015

    As a researcher, I want to understand how technology changes people’s lives, not wade through a bunch of data. Like a lot of people, I think in stories rather than numbers; in the tangible rather than the abstract. So, when I made it a goal to understand all of the data about the experiences people have with technology—not just the kinds of data that I was comfortable with—there were some big gaps in my knowledge.

    First Steps

    First, I had to cross the threshold of my number aversion. This wasn’t too hard because, even though I love to dive into messy questions, I’m not thrilled with messy answers. I’m still relearning statistics—thanks to Khan Academy and The Cartoon Guide to Statistics—getting more confident with Excel, and gaining some basic skills in Tableau. Read More

  2. Designing with Analytics

    Data-Informed Design

    Understanding data to achieve great user experiences

    A column by Pamela Pavliscak
    June 22, 2015

    When we think of analytics, we think of marketing campaigns and funnel optimization. Analytics can seem a little overwhelming, with so many charts and lots of new features. How can we use analytics for design insights?

    The best thing about analytics is that they can show us what people do on their own. The worst thing is that analytics don’t tell us much about context, motivations, and intent. Like any kind of data, there are limitations. But that doesn’t mean analytics aren’t useful. Working with analytics is about knowing where to look and learning which questions you can reasonably ask. Read More

  3. Data-Informed Design: Three Data Stories

    Data-Informed Design

    Understanding data to achieve great user experiences

    A column by Pamela Pavliscak
    November 3, 2014

    This is the first edition of my new column, Data-Informed Design, which will explore the use of data to inform UX design. Data, in many different forms, is changing how we think about ourselves and the world. And, for better or worse, it is definitely changing our experience with technology—from great new mobile apps that we can use to monitor our health to incremental improvements on our favorite Web sites to those annoying ads that follow us everywhere.

    In my column, I’ll describe how to use different types and sources of data to create better user experiences and how to achieve some balance—so data isn’t driving decisions. There are three key topics that I’ll cover:

    • Starting at a high level, I’ll look at why you would want to use data, some misconceptions around data and UX design, and discuss a process for incorporating any kind of data into your decisions.
    • Then, I’ll move on to considering various data sources such as analytics, A/B tests, social-media sentiment, and various types of quantified data from UX research.
    • I’ll also describe how to use and analyze data, including metrics and measurement frameworks, as well as presentation tips and visualization tools.

    Read More

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