Cognitive Biases in Visualizations

Cognitive Biases in Visualizations
Author: Geoffrey Ellis
Publisher: Springer
Total Pages: 185
Release: 2018-09-27
Genre: Computers
ISBN: 3319958313

This book brings together the latest research in this new and exciting area of visualization, looking at classifying and modelling cognitive biases, together with user studies which reveal their undesirable impact on human judgement, and demonstrating how visual analytic techniques can provide effective support for mitigating key biases. A comprehensive coverage of this very relevant topic is provided though this collection of extended papers from the successful DECISIVe workshop at IEEE VIS, together with an introduction to cognitive biases and an invited chapter from a leading expert in intelligence analysis. Cognitive Biases in Visualizations will be of interest to a wide audience from those studying cognitive biases to visualization designers and practitioners. It offers a choice of research frameworks, help with the design of user studies, and proposals for the effective measurement of biases. The impact of human visualization literacy, competence and human cognition on cognitive biases are also examined, as well as the notion of system-induced biases. The well referenced chapters provide an excellent starting point for gaining an awareness of the detrimental effect that some cognitive biases can have on users’ decision-making. Human behavior is complex and we are only just starting to unravel the processes involved and investigate ways in which the computer can assist, however the final section supports the prospect that visual analytics, in particular, can counter some of the more common cognitive errors, which have been proven to be so costly.

Thinking, Fast and Slow

Thinking, Fast and Slow
Author: Daniel Kahneman
Publisher: Farrar, Straus and Giroux
Total Pages: 511
Release: 2011-10-25
Genre: Psychology
ISBN: 1429969350

*Major New York Times Bestseller *More than 2.6 million copies sold *One of The New York Times Book Review's ten best books of the year *Selected by The Wall Street Journal as one of the best nonfiction books of the year *Presidential Medal of Freedom Recipient *Daniel Kahneman's work with Amos Tversky is the subject of Michael Lewis's best-selling The Undoing Project: A Friendship That Changed Our Minds In his mega bestseller, Thinking, Fast and Slow, Daniel Kahneman, world-famous psychologist and winner of the Nobel Prize in Economics, takes us on a groundbreaking tour of the mind and explains the two systems that drive the way we think. System 1 is fast, intuitive, and emotional; System 2 is slower, more deliberative, and more logical. The impact of overconfidence on corporate strategies, the difficulties of predicting what will make us happy in the future, the profound effect of cognitive biases on everything from playing the stock market to planning our next vacation—each of these can be understood only by knowing how the two systems shape our judgments and decisions. Engaging the reader in a lively conversation about how we think, Kahneman reveals where we can and cannot trust our intuitions and how we can tap into the benefits of slow thinking. He offers practical and enlightening insights into how choices are made in both our business and our personal lives—and how we can use different techniques to guard against the mental glitches that often get us into trouble. Topping bestseller lists for almost ten years, Thinking, Fast and Slow is a contemporary classic, an essential book that has changed the lives of millions of readers.

Why Are We Yelling?

Why Are We Yelling?
Author: Buster Benson
Publisher: Penguin
Total Pages: 290
Release: 2019-11-19
Genre: Business & Economics
ISBN: 0525540105

Have you ever walked away from an argument and suddenly thought of all the brilliant things you wish you'd said? Do you avoid certain family members and colleagues because of bitter, festering tension that you can't figure out how to address? Now, finally, there's a solution: a new framework that frees you from the trap of unproductive conflict and pointless arguing forever. If the threat of raised voices, emotional outbursts, and public discord makes you want to hide under the conference room table, you're not alone. Conflict, or the fear of it, can be exhausting. But as this powerful book argues, conflict doesn't have to be unpleasant. In fact, properly channeled, conflict can be the most valuable tool we have at our disposal for deepening relationships, solving problems, and coming up with new ideas. As the mastermind behind some of the highest-performing teams at Amazon, Twitter, and Slack, Buster Benson spent decades facilitating hard conversations in stressful environments. In this book, Buster reveals the psychological underpinnings of awkward, unproductive conflict and the critical habits anyone can learn to avoid it. Armed with a deeper understanding of how arguments, you'll be able to: Remain confident when you're put on the spot Diffuse tense moments with a few strategic questions Facilitate creative solutions even when your team has radically different perspectives Why Are We Yelling will shatter your assumptions about what makes arguments productive. You'll find yourself having fewer repetitive, predictable fights once you're empowered to identify your biases, listen with an open mind, and communicate well.

Design Justice

Design Justice
Author: Sasha Costanza-Chock
Publisher: MIT Press
Total Pages: 358
Release: 2020-03-03
Genre: Design
ISBN: 0262043459

An exploration of how design might be led by marginalized communities, dismantle structural inequality, and advance collective liberation and ecological survival. What is the relationship between design, power, and social justice? “Design justice” is an approach to design that is led by marginalized communities and that aims expilcitly to challenge, rather than reproduce, structural inequalities. It has emerged from a growing community of designers in various fields who work closely with social movements and community-based organizations around the world. This book explores the theory and practice of design justice, demonstrates how universalist design principles and practices erase certain groups of people—specifically, those who are intersectionally disadvantaged or multiply burdened under the matrix of domination (white supremacist heteropatriarchy, ableism, capitalism, and settler colonialism)—and invites readers to “build a better world, a world where many worlds fit; linked worlds of collective liberation and ecological sustainability.” Along the way, the book documents a multitude of real-world community-led design practices, each grounded in a particular social movement. Design Justice goes beyond recent calls for design for good, user-centered design, and employment diversity in the technology and design professions; it connects design to larger struggles for collective liberation and ecological survival.

The Bias That Divides Us

The Bias That Divides Us
Author: Keith E. Stanovich
Publisher: MIT Press
Total Pages: 257
Release: 2021-08-31
Genre: Psychology
ISBN: 0262045753

Why we don't live in a post-truth society but rather a myside society: what science tells us about the bias that poisons our politics. In The Bias That Divides Us, psychologist Keith Stanovich argues provocatively that we don't live in a post-truth society, as has been claimed, but rather a myside society. Our problem is not that we are unable to value and respect truth and facts, but that we are unable to agree on commonly accepted truth and facts. We believe that our side knows the truth. Post-truth? That describes the other side. The inevitable result is political polarization. Stanovich shows what science can tell us about myside bias: how common it is, how to avoid it, and what purposes it serves. Stanovich explains that although myside bias is ubiquitous, it is an outlier among cognitive biases. It is unpredictable. Intelligence does not inoculate against it, and myside bias in one domain is not a good indicator of bias shown in any other domain. Stanovich argues that because of its outlier status, myside bias creates a true blind spot among the cognitive elite--those who are high in intelligence, executive functioning, or other valued psychological dispositions. They may consider themselves unbiased and purely rational in their thinking, but in fact they are just as biased as everyone else. Stanovich investigates how this bias blind spot contributes to our current ideologically polarized politics, connecting it to another recent trend: the decline of trust in university research as a disinterested arbiter.

Design for Cognitive Bias

Design for Cognitive Bias
Author: David Dylan Thomas
Publisher:
Total Pages: 106
Release: 2020
Genre: Decision making
ISBN: 9781937557973

We humans are messy, illogical creatures who like to imagine we're in control--but we blithely let our biases lead us astray. In Design for Cognitive Bias, David Dylan Thomas lays bare the irrational forces that shape our everyday decisions and, inevitably, inform the experiences we craft. Once we grasp the logic powering these forces, we stand a fighting chance of confronting them, tempering them, and even harnessing them for good. Come along on a whirlwind tour of the cognitive biases that encroach on our lives and our work, and learn to start designing more consciously.

Just Enough Research

Just Enough Research
Author: Erika Hall
Publisher: Book Apart
Total Pages: 0
Release: 2019-10-21
Genre: Human-computer interaction
ISBN: 9781952616464

Start doing good research faster than you can plan your next pitch.

The User Experience Team of One

The User Experience Team of One
Author: Leah Buley
Publisher: Rosenfeld Media
Total Pages: 265
Release: 2013-07-09
Genre: Business & Economics
ISBN: 1933820896

The User Experience Team of One prescribes a range of approaches that have big impact and take less time and fewer resources than the standard lineup of UX deliverables. Whether you want to cross over into user experience or you're a seasoned practitioner trying to drag your organization forward, this book gives you tools and insight for doing more with less.

Experiencing Design

Experiencing Design
Author: Jeanne Liedtka
Publisher: Columbia University Press
Total Pages: 327
Release: 2021-07-20
Genre: Business & Economics
ISBN: 0231550731

In daylong hackathons, design thinking seems deceptively easy. On the surface, it involves a set of seemingly simple activities such as gathering data, identifying insights, generating ideas, prototyping, and experimentation. But practiced at a superficial level, even great design tools don’t go deep enough to create the shifts in mindset and skillset that are required to achieve transformational impact. Going deep with design requires more than changing the activities of innovators; it involves creating the conditions that shape who they become. Individuals become design thinkers by experiencing design. Drawing on decades of researching design thinking and teaching it to people not trained in design, Jeanne Liedtka, Karen Hold, and Jessica Eldridge offer a guide for how to create these deep experiences at each stage of the design thinking journey, whether for an individual, a team, or an organization. For each experience phase, they specify the mindset shifts and competencies that need to be achieved, describe how different personality types experience different kinds of journeys, and show how to fully leverage the diversity of teams. Experiencing Design explores both the science and practicalities of design and includes two assessment instruments for individual and organizational development. Ultimately, innovators need to be someone new to create something new. This book shows you how to use design thinking to make this happen.

Mismatch

Mismatch
Author: Kat Holmes
Publisher: MIT Press
Total Pages: 173
Release: 2018-10-16
Genre: Technology & Engineering
ISBN: 0262038889

How inclusive methods can build elegant design solutions that work for all. Sometimes designed objects reject their users: a computer mouse that doesn't work for left-handed people, for example, or a touchscreen payment system that only works for people who read English phrases, have 20/20 vision, and use a credit card. Something as simple as color choices can render a product unusable for millions. These mismatches are the building blocks of exclusion. In Mismatch, Kat Holmes describes how design can lead to exclusion, and how design can also remedy exclusion. Inclusive design methods—designing objects with rather than for excluded users—can create elegant solutions that work well and benefit all. Holmes tells stories of pioneers of inclusive design, many of whom were drawn to work on inclusion because of their own experiences of exclusion. A gamer and designer who depends on voice recognition shows Holmes his “Wall of Exclusion,” which displays dozens of game controllers that require two hands to operate; an architect shares her firsthand knowledge of how design can fail communities, gleaned from growing up in Detroit's housing projects; an astronomer who began to lose her eyesight adapts a technique called “sonification” so she can “listen” to the stars. Designing for inclusion is not a feel-good sideline. Holmes shows how inclusion can be a source of innovation and growth, especially for digital technologies. It can be a catalyst for creativity and a boost for the bottom line as a customer base expands. And each time we remedy a mismatched interaction, we create an opportunity for more people to contribute to society in meaningful ways.