Data to steer and predict human behaviour.
“UX designers have a variety of problem-solving techniques at their disposal, but the use of these resources must be lead by research-driven insights about users. Without user-centered data, UX designers are forced to rely on intuition and experience for guidance. Why is that a problem?”
Micah Bowers /designmicah ~ Medium ★
On the ethics, morals and norms of digital designers.
“This is the second of a two-part article. The first part of this article was devoted to exploring existential values and ethical issues where ill or misdirected intent occur. In this article, we will identify and examine ethical issues (with special reference to the healthcare industry) where the intent, though benevolent, results in latent ethical problems.”
Chris Kiess a.k.a. /chriskiess | @chris_kiess ~ UXPA Magazine ★
Become more strategic, ‘creative’ and human, as we always should have been.
“The word automation conjures an image of a factory full of robots, a modern marvel symbolizing both technological progress and the regression of working-class opportunities and lifestyles. But our notion of automation generally remains ossified in this physical, machine-replaces-labor frame. We don’t think of automation in the realm of knowledge work beyond the most mundane and mindlessly repeatable tasks. But automation, powered by machine-learning advances in artificial intelligence (AI), is coming. It’s actually already been here for decades, going back to relatively primitive software innovations that eluded our ability to connect the dots back to industrial robotics before it. Perhaps surprisingly, modern AI automation has been making original art for years and has collaborated with a human team on an original painting that sold at Christie’s for $432,500. Beyond art making, AI automation can also write procedural content such as stock blurbs and minor league sports stories.”
Dirk Knemeyer a.k.a. /knemeyer | @dknemeyer and Jonathan Follett a.k.a. /jonfollett | @jonfollett ~ ACM Interactions (XXVI.3) ★
Fortunately, life is not as binary as you think.
“A/B testing is a powerful technique for evaluating the success of a specific design element, but it is not yet widely adopted among library user experience professionals. Many libraries cannot or choose not to do A/B testing on a live website for a variety of practical reasons. Appalachian State University Libraries recently piloted a variety of A/B testing that has the potential to address some of these shortcomings: a Qualtrics survey of tasks carried out on static prototype websites embedded into the survey as inline frames. The technique allowed us to capture qualitative data in the form of survey questions and link it to quantitative server data typical in live A/B tests. Prototype A/B testing allowed us to reap the benefits of A/B testing without needing to modify a production server environment. Based on our findings from a large sample of undergraduate and graduate students, we were able to justify a post-migration design choice.”
Scott Goldstein ~ Journal of Library User Experience 2.1 ★
How the semantics of UX change all the time.
“If anything, the T in T-shape isn’t a deep dive into a specific UX sub discipline, and its not to stay within the confines of either research or design. The skill you most want to T shape is the ability transfer the principles of good design across these factors. This is why the broad UX lens is perfectly positioned to engage the ambiguity that comes with design. After all, why put a cap on your abilities? We all have a ceiling but don’t put one there yourself.”
Max Taylor ~ Medium ★ courtesy of @thebrainlady
From UI to UX to (…)
“The user experience of most web-based applications begins well below the interface, all the way down to fields in a database. Examining how systems and users experience time prove this point dramatically. Think about how messy time can be—time zones, leap years, recurring events. As the creators of educational technology, our team learned the hard way about failing to consider the UX implications of time—not just about how time works in technology, but also how our users experienced it in our UI. What follows are some of the technical issues that UX designers should consider about time, along with takeaways and specific methods that can be used to keep the user experience of time at the top-of-mind during product development.”
Michael McLeod a.k.a. @mcleodm3 ~ UXPA magazine ★
Putting a square in a circle?
“Agile and user experience have been partnered successfully since the Agile Manifesto was first authored in 2001 and have had a history of working well together in many situations. However, user experience research (UXR) has been largely unaccounted for in this work. The Agile Manifesto encourages us to revisit our processes and to iterate on ways to better describe how we work together with our teams. That is the goal of this article: to share our progress toward improving how we work by documenting an iteration of a model for you to try.”
Carol J. Smith a.k.a. @carologic, Thyra Rauch, and Hannah Moyers a.k.a. @h_moyers ~ UXPA magazine ★
Design remains team work. Even in guilds, tribes, and other social labels.
“In our busy Agile development environment, our UX team was under-resourced and frequently a bottleneck. We had won the fight for buy-in: People wanted us, but there were not enough of us to go around. So, we were seen as more of an “injustice league” than the band of heroes we wanted to be. Facing the challenge head-on, we successfully leveraged the guild model to scale UX within our mid-sized development organization. We deputized UI developers and QA resources to lighten our design load and to spread good design throughout the land.”
Jennifer Bullard @jbullard and Carol Bergantino @cbergantino20 ~ UXPA magazine ★
Don Norman and Don Draper: The Fraternal Twins.
“The difference between the CX and UX team is not their mission, but their origin. Because of that difference, they achieve the goal quite differently.”
Jared Spool a.k.a. /jmspool | @jmspool ~ User Interface Engineering ★
Everything is personal, but some things more than others.
“Just as UX people took up the torch around content strategy years ago, there is a watershed moment quickly approaching for personalization strategy. Simply put, the technology in this space is far outpacing the design practice.”
Colin A. Eagan a.k.a. @ColinEags ~ A List Apart ★
Growing the nextgen digital designers at scale.
“Traditional mentoring programs have a lot of value. But finding the mentors can be difficult, and then pairing them one-by-one with mentees can be time-consuming. Because the recruiting and matching processes are such a heavy lift, the number of mentees who can be paired with mentors is always limited to the maximum number of mentors. Many potential mentees are left without mentors. In this article, you will learn about the following: How we created rapid group mentoring activities, how we organize the mentoring activities so mentees and mentors get the most out of the time they have together, and all the details of logistics and recruiting, so you can organize a similar activity in your UX community.”
Bob Thomas and Jen McGinn ~ UXPA Magazine ★
What’s the role of thinking in UX design. A big one.
“Did you know that there are three brain networks that are involved in creativity? In this article, Susan Weinschenk explores what creativity is, the recent brain science on what is happening in your brain when you are being creative, and the role of creativity in UX design.”
Susan Weinschenk a.k.a. /susanweinschenk | @thebrainlady ~ Smashing magazine ★
“Understanding customer experience from a holistic perspective requires examination of user experience in the context of marketing and branding. This study attempts to underpin the effects of UX on brand equity by developing and verifying a conceptual framework that connects user experience (UX), customer experience (CX), and brand experience (BX). A structural equation modeling test using data from smartphone users verified the effects of UX on brand equity mediated by CX. In the UX dimension, usability had a strong effect on brand equity, and affect and user value had an effect on customer experience. As a mediator, customer experience had an impact on brand equity with a high path weight. By implementing UX strategies that cohere with management strategies, companies can establish a high level of consumer perception of customer experience and brand value. The results and analyses of this research can help businesses establish a strategy for examining which element of UX is related to CX and BX.”
Hye-jin Lee, Katie Kahyun Lee, and Junho Choi ~ Journal of Usability Studies ★
Text I/O as the new design material for experience desginers.
“Far from being ‘intelligent’, today’s chatbots guide users through simple linear flows, and our user research shows that they have a hard time whenever users deviate from such flows.”
Raluca Budiu a.k.a. /ralucabudiu | @rbudiu ~ Nielsen Norman Group
Methods are useless without proper concepts, theories and even visions.
“The wide range of UX methods is one of the things that makes UX such an interesting field. Some methods have been around for decades (like usability testing), others are more recent additions, while some seem to be just slight variations on other existing methods.”
Jeff Sauro a.k.a. /jeffsauro | @MeasuringU ~ MeasuringU ★
Finally, two years after the workshop. Hopefully there will be another one.
“Cybernetics and artificial intelligence (AI) are often considered the same thing, with cybernetics having something to do with creating intelligent cyborgs and robots. In actuality, cybernetics and AI are different ways of thinking about intelligent systems or systems that can act toward reaching a goal. AI is primarily concerned with making computers mimic intelligent behavior based on stored representations of the world. Cybernetics more broadly encompasses the study of how systems regulate themselves and take action toward goals based on feedback from the environment. These systems are not just computational; they include biological (maintaining body temperature), mechanical (governing the speed of an engine), social (managing a large workforce), and economic (regulating a national economy) systems. In addition to reaching goals, AI and cybernetics both consider how systems can learn; however, while AI considers using stored representations as a means of acting intelligently, cybernetics focuses on grounded and situated behaviors that express intelligence and learning based on feedback and interaction.”
Nikolas Martelaro and Wendy Ju ~ ACM Interactions XXV.6 ★
Learning from other disciplines is key.
“(…) the WELL Building Standard is rigorous and well developed compared to the initiatives for ethical standards in the UX field, which makes it a valuable resource that we can learn from. This makes sense as we are a much younger and smaller profession than architecture, although we are growing at lightning speed. When you think about how fast digital technology is being propagated, our profession is in a slow-motion explosion. The reach and influence of our work has the potential to be wholly pervasive. Establishing ethical standards that uphold our commitment to ‘take care of’ our users is urgently needed.”
Dorothy Shamonsky a.k.a. /dorothyshamonsky | @dr_dor ~ UXPA Magazine ★
UX still remains relevant for any type of technology.
“If you are a designer looking to pave ways into the Blockchain technology and applications, it is never late to start. From my personal experience I would suggest to kick start your learning by getting acquainted with the three core components the technology is composed of being: distributed ledger technology (DLT), decentralized (or better, distributed) networks, and public-key cryptography.”
Jo Mercieca a.k.a. /jomercieca ~ Medium ★
Design for the ears to provide information, to communicate and to experience.
“As we move into an artificially intelligent world whose logics of operation often exceed our own understanding, perhaps we should linger a bit longer on those blips and clicks. Compressed within the beep is a whole symphony of historical resonances, socio-technical rhythms, political timbres, and cultural harmonies. Rather than simply signaling completion, marking a job done right, a beep instead intones the complex nature of our relationships to technology — and the material world more generally.”
Shannon Mattern ~ avant.org ★ courtesy of designobserver
The job market for UX research follows the field of UX design practice.
“Our conclusion is that these seemingly opposing trends will persist for a while due to the different levels of research maturity in the market. UX teams of one, T-shaped UX, or UX unicorns are still in demand and will continue to be so. However, in our opinion, the demand for specialized UXers will keep growing. The increased understanding of UX by big companies is translated in the definition of job postings for ‘mixed’ UX researchers or specialized quantitative or qualitative researchers. It is likely to be a slow trend in the same way that UX took awhile to reach companies. However, and luckily, the future looks bright for anyone wishing to work in UX research.”
Muriel Garreta-Domingo a.k.a. @mparticulars and Alberto González Mosquera a.k.a. @Agonzalezmosq ~ UXPA Magazine ★