Gendered Creative Teams: The Challenge of Quantification

I recently had the privilege of being an invited speaker at the Gendered Creative Teams workshop hosted by Central European University and organized by Ancsa Hannák, Roberta Sinatra, and Balázs Vedres.

It was a truly remarkable gathering of scholars, researchers, and activists, featuring two full days of provocations and rich discussion.

Perhaps one of the most interesting aspects of the conference was that most of the attendees did not come from a scholarly background focusing on gender, but rather came at the topic originally through the dimension of creative teams. The conference, then, provided an opportunity to think more deeply about this latent – but deeply salient – dimension of the work.

Because of this, one of the ongoing themes of the conference – and one which particularly stuck with me – focused on the subtle ways in which the patriarchy shapes the creation and distribution of knowledge.

As some of you may know, I am fond of quoting Bent Flyvbjerg’s axiom: power is knowledge.

As he elaborates:

…Power defines physical, economic, ecological, and social reality itself. Power is more concerned with defining a specific reality than understanding what reality is. …Power, quite simply, produces that knowledge and that rationality which is conductive to the reality it wants. Conversely, power suppresses that knowledge and rationality for which it has no use.

This presents a troubling challenge to the enlightenment ideal of rationality. As scientists and researchers, we have a duty and a commitment to rationality; a deep desire to do our best to discover the Truth. But as a human beings, living in and shaped by our societies, we may simultaneously be blind to the assumptions and biases which define our very conception of reality.

If you’re skeptical of that view, consider how the definition of “race” has changed in the U.S. Census over time. The ability to choose your own race – as opposed to having it selected for you by interpretation of a census interviewer – was only introduced in 1960. Multiracial recordings only became allowed in 2000.

These changes reflect shifting social understandings of what race is and who gets to define it.

We see a similarly problematic trend around the social construction of gender. Who gets to define a person’s gender? How many genders are there? These are non-trivial questions, and as researchers we have a responsibility to push beyond our own socialized sense of the answers.

Indeed, quantitative analysis may prove to be particularly problematic – there’s just something so reassuring, so confidence-inducing, about numbers and statistics.

As Johanna Drucker warns of statistical visualizations:

…Graphical tools are a kind of intellectual Trojan horse, a vehicle through which assumptions about what constitutes information swarm with potent force. These assumptions are cloaked in a rhetoric taken wholesale from the techniques of the empirical sciences that conceals their epistemological biases under a guise of familiarity. So naturalized are the Google maps and bar charts of generated from spread sheets that they pass as unquestioned representations of “what it.”

As a quantitive researcher myself – and one who is quite fond of visualizations – I don’t take this as a admonition to shun quantitive analysis all together. But rather, I take it a valuable, humanistic complication of what may otherwise go unobserved or unsaid.

Drucker’s warning ought to resonate with all researchers: our scholarship would be poor indeed if everything we presented was taken as wholesale truth by our peers. Research needs questioning, pushback, and a close evaluation of assumptions and limitations.

We know that our studies – no matter how good, how rigorous – will always be a simplification of the Truth. No one can possibly capture all of reality in a single snapshot study. Our goal then, as researchers, must be to try and be honest with ourselves and critical of our assumptions.

As Amanda Menking commented during the conference – it’s okay if you need to simplify gender down from something that’s experienced uniquely for everyone and provide narrow man/woman/other:___ options on a survey. There are often good reasons to make that choice.

But you can’t ignore that fact that it is a choice.

If you choose to look at a gender binary, ask yourself why you made that choice and explain in at least a sentence or two why you did.

Similarly, there are often good reasons to use previously validated survey measures: such approaches can provide meaningful comparison to earlier work and are likely to be more robust than quickly making up your own questions on the day you’re trying to get your survey live.

But, again, such decisions are a choice.

If you use such measures you should know who created them, what context defined them, and you should critically consider the implicit biases which may be buried in them.

All methodological choices have an impact on research – that’s why we constantly need replication and why we all carry a healthy list of future work. Of course we still need to make these choices – to do otherwise would paralyze us away from doing any research at all – but we have to acknowledge that they are choices.

Ignoring these complication may be an easier path, especially when it comes to aspects which are so well socialized into the broader population. But that easier path reduces scholarship to the level of pop-science. A quick, flashy headline that glosses over the real complications and limitations inherent in any single study.

You don’t have to solve all the complications, but you do have to acknowledge them. To do otherwise is just bad science.

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Mindlessness: A Sonnet

I’m striving to be a little less present.
You need the attention of our group.
Your anxious eyes, urgent words convey a gripe;
They sketch a threat you’re sure is prescient.

But I’m counting syllables in my head,
Selecting words for a private longing,
Rehearsing anxieties—more than learning.
The staccato of your speech makes it hard

For me to keep my restless inward eye
Focused steadily on my lost past, my fears,
Or to freeze this mood in lasting phrases.
You, they, and we interrupt the flimsy I.

It’s a discipline to suggest attention
While indulging fully my own tension.

(Posted on the DC->Boston shuttle)

Thanking Roshan for His Contributions to NCDD

We’re sad to announce that NCDD’s Blog Curator and Youth Engagement Coordinator, Roshan Bliss, is leaving NCDD this month to accept a position in Denver as a community organizer with a group called Together Colorado. Roshan has been with NCDD for over four years, and has left quite a mark on NCDD and our members who have worked with him.

Sandy and I first met Roshan as we were planning the 2012 NCDD Conference in Seattle. Roshan jumped in and served as our volunteer coordinator at the conference, and we were impressed by his energy, enthusiasm, and organization! He made the conference process smooth for us both, and we knew we had to scoop him up and get him involved with NCDD. He joined the team as our Blog Curator shortly thereafter.

Many of you may know him more recently as our Youth Engagement Coordinator, working hard at the 2014 and 2016 NCDD Conferences to bring students and young professionals to the conferences and engaging them in conversations with one another and with mentors for a mutual exchange of insights and guidance. Roshan has always been a strong advocate for creating more regular programming for students and newcomers to the field, and he took the lead in launching our new Emerging Leaders Initiative in 2016.

Roshan’s NCDD email address will remain active for now, and he’ll continue to work with NCDD periodically. Keiva Hummel, who has served as our Resource Curator for several years, will be taking on a new role of Communications Coordinator and taking over responsibility for the blog. She and I will also be working together to ensure the Emerging Leaders Initiative continues to develop and grow.

Roshan has done a lot for NCDD and our field, and he will continue to be an active member of our community. But we’ll miss working with him daily at NCDD! We’re thrilled for him and look forward to hearing more about the great work he will be doing. Please join us in thanking him for all of his contributions and congratulating him on this new and exciting opportunity!

Resisting the Fatalism of the Behavioral Revolution

I love Peter Levine’s latest post, “don’t let the behavioral revolution make you fatalistic.”

“Tversky’s and Kahneman’s revolutionary program spread across the behavioral sciences and constantly reveals new biases that are predictable enough to bear their own names. […] These phenomena are held to be deeply rooted in the cognitive limitations of human beings as creatures who evolved to hunt-and-gather in small bands on African plains. Not only has the burgeoning literature on cognitive biases challenged rational market models in economics, but it undermines the “folk theory” of democracy taught in civics textbooks and widely believed by citizens and pundits.”

I think Levine captures something important about the literature on cognitive biases and heuristics: that they tend to put people in labs and poke them in such a way as to show the ways in which individuals are prone to mistakes. Yet this is widely known, and many of the worst mistakes to which individuals are prone are things we have developed solutions for in ordinary life.

“Behavioral science would have predicted the demise of the independent newspaper–but about a century too soon. In fact, “the press” (reporters, editors, journalism educators, and others) sustained the newspaper as a tool for overcoming human cognitive limitations for decades.”

As such, the lab work undermines methodological individualism but doesn’t actually help us understand communities of inquiry or institutions of knowledge-production. We are extended minds, always dependent on cognitive “prosthetics.” We depend on watches and newspapers and Google and our friends to remember and process information. And yet I think Levine is perhaps too optimistic about the possibilities of “prosthetics.” (One of Levine’s finer qualities is that he regularly make “too optimistic” seem realistic in retrospect.)

I think we should especially push on the idea that journalism is or has been a solution to cognitive limitations. The golden age of journalism was a short period of time marked by very low elite disagreement on major issues as they joined forces against communism and to first suppress–and then manage–the Civil Rights revolution for women and Black people. This cynical potted history of the trustworthy news ignores much–but so does the optimistic one.

I’ve always thought that the main power of the “behavioral” revolution was to give scientific precision and credence to insights from earlier philosophy, political theory and psychology, as well as parsing the size of effects and the disagreements between cliches that would often emerge. So sure: you can find a lot of Tversky and Kahneman in Francis Bacon, Adam Smith, David Hume, and Friedrich Nietzsche, but you can also find a lot in those authors that has been overturned or rendered more carefully in later work.

And the big insights about democracy’s weaknesses–the ones that go back to Plato and Aristotle–those didn’t go away in the middle of the 20th Century. They were perhaps suppressed by the Cold War abroad and the race war here at home, but something big happened when the demographic models for redistricting got an order of magnitude better in 2010 than they had been in 2000. And those models are just getting better.

What’s more, the behavioral revolution can also be used for good: I’ve repeatedly defended these insights when applied to criminal justice, for instance. And one of the most famous “cognitive bias” studies come not from the lab but from the real world. Danziger, Levav, and Avnaim-Pesso showed that:

“experienced parole judges in Israel granted freedom about 65 percent of the time to the first prisoner who appeared before them on a given day. By the end of a morning session, the chance of release had dropped almost to zero.

After the same judge returned from a lunch break, the first prisoner once again had about a 65 percent chance at freedom. And once again the odds declined steadily.”

This is the kind of thing that we might have suspected before. Any professor with a stack of papers to grade might have suspected they were more lenient after dinner, for instance. But this is definitive, real world proof of a problematic bias, a result of the behavioral revolution.

Ironically, it doesn’t actually make me very fatalistic: it gives me hope. I hope that Israeli judges are reading this and worrying about it. I hope they are taking snacks to work. I hope that parole lawyers everywhere are taking note of these facts and acting to protect their clients from these biases. New information about our cognitive limitations doesn’t have to make us hopeless. And really, that’s Levine’s point.

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Renewing Democracy and Reinventing Opportunity

At Public Agenda, we are focusing a lot of our energy these days on two intertwined themes that we call Renewing Democracy and Reinventing Opportunity. The first focuses on creating the conditions for wiser public judgment and more meaningful public participation in public life; the second on strengthening the impacts of initiatives that expand economic opportunity and security.

There are many challenges packed within these twin themes, from the profound mistrust undermining the relationship between communities and institutions, to the disappearance of middle class jobs, to increasingly unaffordable health care and housing. But, if there's one issue that speaks most powerfully to both dimensions of the opportunity and democracy challenge, it is public education. And we're doing all we can to help ensure that every American can gain the education they need to succeed and contribute within our economic and civic life.

To that end, you'll soon see some of the projects we've been working on come to fruition. You'll hear from "new traditional students" in videos we'll release in the next few days on social media which tell their stories of pursuing college later in life. This is part of a project to understand how the public views issues in higher education and, specifically, some of the obstacles that adults who are looking to go to or return to college face. We'll release a full report on research with this group in the fall.

Next month, in partnership with the Spencer Foundation, we'll introduce new resources designed to enhance collaboration among teachers with the end goal of greater student achievement.

Meanwhile, we continue our ongoing work in support of community college student success, better transfer policies in states across the country, competency-based education reform, and numerous initiatives to improve community engagement in K-12 and higher education.

We encourage you to share the following resources with practitioners in the field of education and anyone who wishes to learn more about what can be done to strengthen opportunity and democracy through improvements to our K-12 and higher education systems.

Sincerely,
Will

City Life

I have been almost entirely offline for the last two weeks – in Vienna for 2 days, then in Budapest, first speaking at great workshop on gendered creative teams hosted by CEU, and then for an extra week of sightseeing and visiting.

It was an exciting and valuable trip in a number of ways, and I’m still trying to process all the things I saw and heard; all the people I met and learned from. There was so much, in fact, so many rich details I want to hang on to, that I plan to spend this week slowly reflecting and working through my experience from the last week; some mundane and some academic.

I’m still a little jet-lagged and working my way back into normal life, so I want to start today with some simple observations.

I am hardly the most well-traveled person, but from the places I have been – Japan, India, parts of Europe, and, of course, the U.S. – I have this theory that all big cities are essentially the same in some fundamental way.

I don’t mean to dismiss the differences between places, people, and cultures. Each city I have been in has had a rich personality, uniquely it’s own. But at the same time, there’s something I find delightfully human about the universality of city life: people just trying to get to work and going about their day.

There are tourists and students, people who are paid to be happy, and people who will be grumpy no matter how much they are paid. There are people at all different stages of their lives; some having good days and others having bad days. I saw people taking wedding photos, playing with their kids, and enjoying each other’s company in the park. I heard people complaining, I heard teenagers gossiping, and I saw the blank, morning stare that I can only describe as the universal commuter face.

Cities just have so much life.

And while local customs and culture add a meaningfully distinctive flair to each city, one of the main things I notice when I travel is just how much our shared humanity unites us.

All around the world, no one is excited to commute into work early on a Monday morning.

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