Cli-Fi: My Latest Obsession

It's been a very long time indeed since I've written anything for  monkey's uncle. One of the problems with waiting a minute to write anything is that the pressure mounts to write something good (and writing something good becomes increasingly difficult as the responsibilities pile up). Seems like a list should be easy, right? So that's what I'm writing. A list. And maybe some words to go with it...

I've recently become interested in the power of narrative to teach people about complex scientific and societal problems and maybe even to motivate people to take political action.  I am particularly intrigued by the possibilities of climate fiction, a.k.a. Cli-Fi, to explore the possible consequences of a warmer, more-variable world, to help us imagine better futures in which we take on the challenges of climate change, and to motivate people to engage in political action to respond to what is perhaps the biggest challenge that modern humans have ever faced. To this end, I gave a talk at The Interval, the hilariously steampunk bar in Fort Mason Center that is the San Francisco home of the Long Now Foundation.  Following this talk, I was interviewed for the Stanford News Service (along with Pulitzer-Prize-winning novelist Adam Johnson!) and was one of several people interviewed for a piece in Tor magazine by novelist Charlie Jane Anders on why we need climate fiction.

In my talk, I promised to post a list of climate fiction. The interview includes a short list of some important works, but I figured it's definitely time to post a longer list. I have a quite extensive list of Cli-Fi novels that I keep in an always-growing Evernote note, but I thought I would just include a greatest-hits list of novels I've read and been moved by. There is a very long list here. As I said, these are all books that I've read. They're also books that have had a strong impact on the way I think about society, the future, human adaptability, technology, the meaning of existence, etc.

  • Charlie Jane Anders,  All the Birds in the Sky
  • Margaret Atwood, Oryx and Crake
  • Paolo Bacigalupi, The Windup Girl
  • David Brin, Earth
  • Octavia Butler, Parable of the Sower
  • William Gibson, The Peripheral
  • Moshin Hamid, Exit West
  • Frank Herbert, Dune
  • N.K. Jemisin, Broken Earth Trilogy
  • Barbara Kingsolver, Flight Behavior
  • Sam J. Miller, Blackfish City
  • Annalee Newitz, Autonomous
  • Nnedi Okorafor, Who Fears Death
  • Richard Powers, The Overstory
  • Nathaniel Rich, Odds Against Tomorrow
  • Kim Stanley Robinson, New York 2140
  • Kim Stanley Robinson, Green Earth (Science in the Capital Series)

A couple notes about these choices: First, there are two books that might seem like a reach Cli-Fi. Moshin Hamid's fabulous Exit West is about human mobility and (as you would see from my talk), this is one of the key themes for understanding the human dimensions of climate change. Richard Powers's novel, The Overstory, probably isn't Cli-Fi in the strict sense, but it is a remarkable ecological novel. Deforestation and land-cover change more generally are major ecological features of climate change, so I feel like it's fair to include a book whose main characters are trees on this list.

And then there's Frank Herbert's masterpiece, Dune. Is that really Cli-Fi? Hell yes, it is. Think about it: Liet-Kynes, the leader of the Fremen and the prophet who sets the stage for the ascendency of Mau'dib (not to mention is the grandfather of the God-Emperor), is the planetary ecologist with not just a dream of terraforming the desert-planet Arrakis, but a plan to effect profound global environmental change that was all but ready to roll out when the Atreides arrived on Arrakis. Dune was actually the first novel I ever read (long story) and I've now read it 14 times.

Many of these novels are not about climate change per se, and I think that this is actually really important. Both N.K. Jemisin's Broken Earth Trilogy (amazing) and Nnedi Okorafor's Who Fears Death (incredible) take place in dramatically altered environments and the reader gets a number of clues that climate change played a major role in the transformed Earths on which the action takes place.

Barbara Kingsolver's Flight Behavior is the least Sci-Fi of all these books and I also think that is fundamentally important. Cli-Fi is too easily conflated with Sci-Fi, and while most of the great Cli-Fi novels at least flirt with that genre, there is nothing necessary about that.  Indeed, critics such as Powers and Indian novelist Amitav Ghosh have called out literary fiction for its lack of engagement with the fundamental challenge of our age. If you watch my talk or read the Stanford piece, you will see I have opinions about this. That said, Flight Behavior is as fine an example of literary Cli-Fi as you will find. Kingsolver writes about regular working people struggling in economically-depressed Appalachia -- all climate-change skeptics to start -- who are confronted with a bizarre ecological event that changes lives and shakes up world views. It is on the very short-list of my all-time favorite novels and I think about some aspect of it nearly every day (it probably helps that I spent time working in Appalachia and felt like I already knew most of the characters when I read it).

I read my first Kim Stanley Robinson novel (The Gold Coast) my second year of college. He has hard-Sci-Fi cred and is also incredibly sophisticated in his treatment of both finance/economics and politics. As I note in my interview with Charlie Jane Anders, KSR is sometimes known as the "master of disaster" (since his novels often turn on some major disaster like catastrophic sea-level rise of the Gulf Stream stopping), but his novels "are generally incredibly hopeful. People adapt. They fight back. They go on being human. They work to build just societies. And the heroes are just regular people: scientists, public servants, working people."

My short-list of books to read in the near future includes:

  • Omar El Akkad, American War
  • Rebecca Roanhorse, Trail of Lightning
  • Antti Tuomainen, The Healer
  • Jesmyn Ward, Salvage the Bones

I have lots more to say on this topic, so maybe I'll write more in the near future.

 

AAPA and the March for Science

I am just back from the annual meeting of the American Association of Physical Anthropologists in New Orleans. As always, it was great to catch up with colleagues and friends. I'm never quite sure about how I fit in to AAPA, but I certainly know a lot of people there (and, of course, I'm never quite sure about how I fit in to nearly any academic conference I attend!). I was struck by what seems like a pretty dramatic demographic shift from previous incarnations of AAPA. Overall, the assembled conference-goers seemed quite a bit younger. The image I have in my mind of AAPA is a bunch of stodgy old dudes wearing polyester-mix sport coats. Not so much this year. So much ink! There was even a bit more diversity, which is an encouraging sign for a field dedicated to the study of human diversity. I really appreciate that AAPA is taking an active part in changing its heretofore woeful diversity problem and I'm looking forward to seeing the payoff from the new IDEAS Workshop (thanks on that front to Ripan Malhi and Susan Antón for getting the grant to make the workshop happen).

I have to admit, I didn't see that many talks. This is kind of my idiom at scientific meetings. There are so many people to meet and talk to that it seems a bit wasteful to spend hour after hour listening to podium talks of, let's face it, rather mixed quality. However, I did spend a lot of time in the poster hall. I saw a number of really interesting posters. A couple that stand out in my memory: Saige Kelmelis, together with her advisor Jim Wood and my former student Mike Price, had a terrific poster describing the use of multi-state demographic models to infer the effect of leprosy on survival in medieval Denmark (lesioned skeletons had an overall increase in the estimated mortality hazard in excess of a factor of six!). Adam Reynolds at Emory, along with Paul Hooper and a bunch of co-authors, had a poster describing a dynamic-state model for herd management in Mongolia that looked really innovative (and left me with so many questions -- a good thing in a scientific conference). Alaina Schneider, a student in Herman Pontzer's lab, presented awesome work measuring the energetic costs of immune function in a mouse model. Emma Pomeroy of Liverpool John Moores University had a neat poster on the ancient origins of chronic disease risk in South Asian populations. That was one of those great ones where I knew nothing going in and felt like I actually learned something new after our chat.

I presented in one of the human biology sessions organized by Aaron Blackwell on some recent insights we've had into the statistical modeling of network data collected in the field using ethnographic methods. Be on the lookout for forthcoming discussion of ethnographic porcupines and how to deal with them. Current post-doc Ashley Hazel presented her great work on the epidemiological effects of isolation and mobility on HSV-2 infection among pastoralists of northern Namibia.  Ashely is also instrumental to the work that I presented and I'm excited about what should be coming out of our work in the (hopefully) not-too-distant future.

AAPA overlapped this year with Earth Day and the March for Science. In a statement of solidarity with this national movement, AAPA president Susan Antón and the conference organizers decided to cancel the standard plenary lecture and instead lend our support to the New Orleans satellite march.

I was an enthusiastic participant in the march, but I ended up having a bit of an adventure that I've come to think of as a metaphor for my own scientific career. Alan Rogers and I had gone to lunch at the House of Blues (quite a distance from the start of the march at Duncan Plaza). We got kind of lost in a wide-ranging conversation that included a discussion of fair productivity metrics for anthropologists to numerical calculation of eigenvalues to genetic algorithms to graph theory and Markov chains. At one point, Alan looked down at his watch and realized that we were late for the march. Having missed the  exodus from the conference hotel, we figured that we would just walk straight from the restaurant to the starting point of the march. The problem was, we thought that the march was starting from Jackson Square, not Duncan Plaza. I should have known that this wasn't right because Jackson Square is more or less ground-zero for New Orleans tourism. It fronts St. Louis Cathedral and is across Decatur Street from the world-famous home of late-night beignets, Café du Monde. Seems hard to imagine Decatur Street being shut down for a political march on a Saturday in April!

When we arrived at Jackson Square, it was obvious that we were in the wrong spot. A quick search on my phone under the shade of the trees in Jackson Square and we realized our mistake. Unfortunately, we were unable to figure out the route of the march, since by this time, it had almost certainly started. We guessed and headed out for Duncan Plaza, figuring we might manage to intercept the march if our guess was right. Well, our guess wasn't right. We walked the mile-and-a-half, didn't encounter the march en route, and found ourselves at an empty Duncan Plaza (having acquired a couple other stragglers we encountered on the way) with no evidence of which way the thousands of people had gone!

A bit dejected -- and very hot and sweaty -- we figured we'd just head back to the conference hotel and get a drink and cool off in the hotel bar. As we approached the Marriott, I said "hey, I think we found it." Alan , with a note of surprise in his voice over my seemingly terrible spatial cognition, said "yes, we're nearly at the hotel. Don't you know where we are?" I replied, "No, we found the march!" Sure enough, there they were, assembled in front of the Marriott, chanting, waving signs, and jamming out to the brass band which had accompanied the march.  Natalia Reagan captured a bit of the atmosphere in this tweet:

While it was a bit frustrating to miss much of the march, it was great to hang out with Alan while we comically tried to find a couple thousand of our closest friends as they marched, chanted, and made a whole lot of noise on the streets of a pretty small city, and I came to think of this as a pretty apt metaphor for my life as a scientist. I bumbled around, not entirely knowing what I was doing or where to look for an answer, mostly failing, but ultimately finding a modicum of success. That sounds like science to me. On this particular day, I enjoyed the great honor of bumbling around with one of my major scientific role models and fellow autodidact, Alan Rogers. We talked about a ridiculous array of technical and theoretical issues as we wandered, which is half the fun of science. Sure, maybe we felt a bit isolated from the field -- perhaps even wondering if we actually belonged. This, again, is pretty par for the course of doing interdisciplinary science for me. But in the end, we managed to find our way into the field again, enjoy a sense of connection with the community and the history of our discipline, and let our voices be heard on some of the central issues of our time.

On the Uses of an Interdisciplinary Ph.D.

Today, I participated in a panel -- along with super-smart colleagues Alex Konings and Kabir Peay -- for the first-year Ph.D. students in the E-IPER program, an interdisciplinary, graduate interdepartmental program (IDP) at Stanford. As is the idiom for any E-IPER event, we spent a lot of time fretting about interdisciplinarity: what it means, how you achieve it, what costs it entails for jobs, etc.

I expressed the slightly heretical opinion that we should not pursue interdisciplinarity for interdisciplinarity's sake. What matters -- both in terms of the science and more instrumental outcomes such as getting published, getting a job, getting tenure -- are questions. Yes, questions. One should ask important questions that people care about. Why are there so many species in the tropics? Where do pandemic diseases come from and how can we best control them? Does democracy and the rule of law provide the best approach to governance? How do people adapt to a changing climate?

Where the interdisciplinary Ph.D. program comes in is it provides students the opportunity to pursue whatever tools and approaches are required to answer the question in the best way possible. You don't need to use a particular approach because that's what people in your field do. Sometimes the best thing to do will be totally interdisciplinary; sometimes it will look a bit more like what someone in a disciplinary program would do. Always lead with the question.

Answering important questions using the best tools available is probably the best route to managing the greatest risk of an interdisciplinary degree. This risk, of course, is the difficulty in getting a job when you don't look like what any given department had in mind when they wrote a job ad. The best way to manage this risk is simply to be excellent. If your work is strong enough, the specific discipline of your Ph.D. doesn't really matter. Now, there are certainly some disciplines that are more xenophobic than others (anthropology and economics come immediately to mind), but if your work is really outstanding, the excuse that you don't have the right degree for a given job gets much more tenuous. Two people who come immediately to mind are my colleague David Lobell and my sometime collaborator and former Stanford post-doc Marcel Salathé.

Is David a geographer? Geologist? Economist? Doesn't really matter because he's generally recognized as being a smart guy doing important work. Similarly with Marcel: population geneticist? Epidemiologist? Computer scientist? Who cares? He has important things to say and gets recognized for it.

Now, alas, we can't all be David and Marcel, but we can strive to ask important scientific questions and let these questions lead us to both the skills and the bodies of knowledge we need. These then form the foundation of our research careers. Interdisciplinarity then is about following the question. It is not an end to itself.

Integrating the Social Sciences with the Environmental and Earth Sciences

Seven years ago, I was invited to participate in a panel at NIH in Bethesda charged with evaluating the joint NSF/NIH interdisciplinary program on the Ecology of Infectious Disease. While there was an explicit call for the participation of social and behavioral sciences in the call for proposals, very few social scientists were getting involved in this remarkable program. Having participated in a wide array of similarly interdisciplinary panels, I knew that this was a common dilemma: the architects of the panel (whether it is a panel evaluating grant proposals, an interdisciplinary symposium, or an edited volume), who are typically natural scientists of some sort, make a good-faith effort to bring social scientists into the fold, but generally have little luck. Through a series of slightly hilarious miscommunications and travel snafus, I was unable to attend the meeting in Bethesda. I holed up for a weekend in a cottage in Santa Fe (where I had been participating in an panel the previous week) and wrote a document on how researchers working on the ecology of infectious disease could engage the social sciences and social scientists. As I contemplate my new role in the School of Earth, Energy, and the Environment at Stanford, it seems like a propitious time to revisit this white paper.

The stakes for involving the social sciences in environmental research – broadly construed – are high. Massive – potentially existential – problems like climate change, emerging pandemic disease, and large-scale extinction have both human drivers and enormous consequences for human welfare. This said, there are precious few social scientists – people charged with understanding human behavior and societies – who are engaged in research on environmental problems. This problem is particularly acute at elite institutions such as leading research universities.

Since human behavior is central to many aspects of most environmental problems, the contributions of social scientists to work on environmental problems is important and, quite possibly, necessary for dealing with the major problems associated with this domain of research. Understanding environmental problems such as climate change is obviously of major significance for state actors (e.g., governments, regulatory bodies)  and, ultimately, people more generally. Why then is it so difficult to engage social scientists in these research questions? This seems all the more puzzling given the amount of money potentially available for this research, particularly when compared to the funding available within the social science disciplines. There is clearly a collective action problem here: the generation of a public good that could come from the cooperation of social scientists and natural scientists is being inhibited somehow. Presumably, there would be benefits for social scientists who chose to collaborate with natural scientists on important environmental problems. Why then are we stuck with the collective action problem?

Sometimes, there is an explicit attempt to get social scientists to do the bidding of natural scientists in promoting social or cultural change for their desired ends. The eminent Stanford ecologist, Paul Ehrlich  has called for research into the mechanisms that change social norms, suggesting that there is an urgency to changing norms because of mounting environmental problems. The irony here, of course, is that in trying to engage social scientists in research on the environment, Ehrlich and other interested natural scientists needs to induce a change in social norms.

In an essay reviewing models for changing social norms,  Ehrlich and the great Princeton ecologist Simon Levin note that they did not even attempt to address how asymmetries of power or social networks affect the spread of social norms. Unfortunately, this is exactly the problem facing natural scientists trying to engage social scientists and models that fail to acknowledge these factors are doomed to failure. Within both the academy and society more broadly, there are distinct power asymmetries across scientific fields and, in general, social science fields are on the losing end of such power asymmetries. The great majority of social scientists can not compete with natural scientists with respect to research funding or the prestige (or volume) of of their publications.

When power/prestige gradients are steep, disciplines are likely to become insularized. An adaptive response to a collective’s inability to compete across disciplines is to, consciously or not, collude in agreeing that the only relevant opinions about the quality/volume of individual scholars’ research are other members of the scholars’ discipline. There are institutional practices that can facilitate this (e.g., the manner in which promotions are managed). I suggest that insularized disciplines will also fetishize theory above all other intellectual outcomes. Theory becomes fetishized at the expense of answering interesting and important questions or developing new methodologies for answering important questions. There are few checks on the degree to which theory can become abstruse and convoluted when its development becomes decoupled from answering questions. There comes a point where only very narrow specialists can ever hope to understand the intricacies of a particular theoretical tradition and be successful. Emphasizing theoretical development above all else within a discipline is thus a path toward disciplinary insularity and is the enemy of both interdisciplinarity and problem-focused research.

Social science disciplines do not gain prestige or other within-field benefits from engaging in the substance of human-environmental interactions. This arises in part because of the dynamics of differentiation from higher-prestige science disciplines engaged in these questions. There is also a positive feedback. Way back when I first came to Stanford, I was at a party where most of the other party-goers were political scientists. At the time, I was struck by the fact that there didn't seem to be anyone in the department who studied environmental politics. I took the opportunity that this party afforded to ask a fellow assistant professor in that department why this was the case. His answer was simply "because no one could ever get tenure at Stanford studying environmental politics." This conversation piqued my interest and I have now had a similar conversation with quite a few economists and political scientists. While not everyone is as blunt as my interlocutor in 2003, most have agreed broadly that working on environmental questions is not the route to professional advancement and these topics are therefore avoided by promising junior scholars trying to forge research careers.

I should probably note that economics provides an interesting exception to the power/prestige hierarchy. It's really a topic that deserves its own post, so I won't get into it too much here, but I think that economics is an exception that proves the rule. While the discipline is certainly more prestigious than, say, anthropology (!), I think that it's hard to imagine a more insular discipline that fetishizes theory – and its mathematical accoutrements – more and in which professional incentives are absolutely not aligned with the interests of interdisciplinary, problem-based science.

Another phenomenon that has become a barrier to genuine interdisciplinary engagement for social scientists is the tendency for scientists from high-prestige disciplines to dabble in social science. The hilariously half-assed surveys that some scientists field when they want to get at the "human dimensions" of their problem come immediately to mind.

At a more structural level, I think about network science. When one attends the Sunbelt Social Networks Conference, one can frequently hear grumbling about how a bunch of physicists have swooped in and created what is sometimes known as a "new science" of networksIt is rare to find citations to the substantial social science literature on the topics many physicists write on other than the token citations to Milgram or possibly Simmel. New terms for well-described phenomena are invented and go largely to cultural fixation. Prior work (often 20 years old) is ignored. Papers on social networks get published in Physical Review D rather than established technical journals like Social Networks, Computational and Mathematical Organization Theory, or the Journal of Mathematical Sociology. Within-discipline citations are circular. Concepts having little interest to social scientists (for good reason) go to fixation and demand being addressed despite dubious relevance (e.g., “scale-free” networks).

I am actually of two minds about this phenomenon. On the one hand, it would be nice if this "new science" did a better job acknowledging that smart people have been working on these topics for quite a long time. On the other hand, I think that we need to have more more than the small handful of methodological innovators who work on social network analysis from within social sciences departments. The volume of quality work coming out of the physical sciences is almost certainly greater than that coming out of social science departments. A big part of this is the social organization of science (see below), but surely part of this is about getting smart people to work on important problems. We need to have more social scientists who are willing to engage in the general science literature where the visibility is greater (e.g., compare the citation patterns and general visibility of Science vs. CMOT!). Social scientists need to be willing to take the risk of publishing their strongest results in high-prestige general science journals like Science, Nature, PNAS. Yes, we will usually get rejected, but that's no different from the experience of natural scientists, and we are certain to never get into these high-impact journals if we never even try.

I do not, in any way, want to decry the engagement of high-prestige natural scientists with the social sciences. Indeed, this is something we desperately need! But it needs to be real engagement rather than either dilettantism or intellectual imperialism. Three examples of physicists who switched disciplines and had enormous positive effects come immediately to mind: Harrison White (Sociology, Columbia), Bob May (Epidemiology, Ecology and Evolutionary Biology, Oxford), and my sometime mentor, Shripad Tuljapurkar (Demography/Population Biology, Stanford). These are all scholars who took the substance and the history of their new disciplines seriously and have made enormous contributions. My amazing Ph.D. student Mike Price is a physicist-turned-anthropologist who is poised to make some truly fundamental contributions to anthropology, evolutionary biology, and economics.

A key issue that has not been sufficiently addressed in the differential funding, productivity, and status within universities is the social organization of science. The natural sciences are generally structured for productivity: organized labs, large groups working toward a common research goal, substantial division of labor. This social organization of science certainly interacts with institutional structures. For example, the allocation of teaching load and the manner in which activities (i.e., lab meetings, co-taught classes) are credited often differs systematically between the natural and social sciences. For the most part, social scientists still follow a more individualist model of scholarly production. Papers may be written with students, but research groups, if they exist, are not necessarily structured for production toward a common research goal. My own situation is instructive on this topic. As an anthropologist, I have always had more of a natural-science culture to my research group. This said, my "lab" has always been more a loose confederation of people more or less interested in similar things, than a group focused on a clearly-articulated research goal.  There was a point not that long ago when I had Ph.D. students simultaneously working on the following topics:  bushmeat in Cameroon, sex workers in China, malaria ecology in the Colombian Amazon, water security in Caribbean Colombia, sago horticulture in West Papua, disease transmission networks in Uganda, rodent population cycling and hantavirus transmission, TB in South Africa, food sharing in Nunavik. Now that I'm based in a natural science department, there is hope for some more coherence.

Really Inviting Social Scientists to the Table: A Power-Inversion Strategy

We have a situation where lower-prestige disciplines effectively opt out of competing with high-prestige ones, where runaway theory fetishism institutionally insulates scholars interested in similar phenomena from each other, and where substantive applications to problems of human-environment interaction are institutionally blocked. How do we get social scientists engaged?

The simple answer is that professional incentives of social-science researchers (particularly junior ones) and the institutional and societal priorities of solving vital problems involving the environment and human well-being need to be aligned. The first step is to get social scientists to the table to foster an environment of collaboration. Being mindful of the power dynamics across fields, collaboration opportunities need to be framed in terms of categories of thought and research questions of intrinsic interest to social scientists.  This may sound trivial, but it is key that this framing be consistent with the autochthonous development of ideas within the social sciences, rather than (even well-intentioned) natural scientists’ conceptions of what social science is. Even though an RFP or other invitation may seem like something in which social scientists should be interested to natural scientists and program officers, it may not obviously address institutionally important or interesting questions, theories, or methodologies from the social scientists’ perspective.

Remember, the system of professional reward works reasonably well from any individual social science researcher’s perspective. We expect agents to be risk-averse and such risk-aversion in this context leads to the collective action problem that we are forgoing a public good of increased understanding – and maybe even the ability to positively intervene in – significant environmental challenges of humanitarian, social, and economic import. By framing questions in terms of existing research themes in the social sciences, we may be able to overcome the risk-aversion because properly framed research opportunities should not be professionally risky.

Some areas within social science of relevance to the environmental sciences include:

  • political economy, global-to-local political relationships, the development of power asymmetries – particularly in regard to access to resources, health, etc.
  • equity, justice, property rights, and social movements
  • trust, governance, conflict
  • consumption, social, cultural and symbolic capital
  • institutions
  • migration, indigeneity, and ethnicity
  • markets, commodities, motivations, values and cosmologies, and time horizons

In brief, if we want social scientists to become engaged with research generally seen as beneficial from a societal perspective, we have to let them “do their thing” first and let the natural science do the complementing. Rather than asking how social science can contribute to natural science research agendas, we must sometimes ask how natural science can contribute to social science research agendas. Some examples from infectious disease ecology: How can thinking about the emergence in the western hemisphere of Zika virus help us understand the development of trust or its implications for governance? How do neoliberal economic policies promote the emergence of Nipah virus of Japanese encephalitis? Why does the Indonesian government refuse to provide H5N1 samples to the US CDC or WHO? This certainly doesn’t mean that it always has to work this way, but it must work this way sometimes if progress is to be made.

I do think that natural scientists and social scientists need to be able to sit down and put together intellectually strong, multi-disciplinary research projects together. However, the way to get social scientists engaged in the first place is to frame the research possibilities in terms that are relevant to them. From here, real interdisciplinarity can be achieved.

New Ebola Paper

OK, not exactly new new, but certainly newish. This post is part of my new attempt to update my blog more with stories about science, research, and education in an attempt to avoid the vicious cycle of anxiety and depression that comes from spending too much time reading the news and engaging in social media.

Our paper on the prevalence of asymptomatic Ebola cases in Sierra Leone was published in PLoS Neglected Tropical Diseases on 15 November. In it, we show that nearly 10% of a sample of people from an Ebola hotspot in Kono District, Sierra Leone, tested positive for Ebola virus antibodies despite having reported no symptoms of Ebola Virus Disease.

The West African Ebola epidemic of 2014-2015 was the biggest outbreak of the disease ever recorded, with over 28,000 reported cases.  Our results suggest that the total number of cases may have been quite a bit more than this. They also suggest that Ebola is, as we suspected, like other pathogens and causes a wide variety of clinical manifestations.

The paper received quite a bit of media attention from outlets such as NPR, The Wall Street Journal, The LA Times, and Gizmodo.

This work was led by my rock-star Ph.D. student, Gene Richardson and involved a great many collaborators.  It was a great honor to be able to publish with such luminaries as George Rutherford, Megan Murray, and Paul Farmer. With several papers in the works or already submitted and ongoing research, I'm really looking forward to more results in the near future!

AAA Post-Mortem

Well, it's been a long time and there are bunch of things I should really catch up on here. I spent last year on sabbatical in the very remote location, at least half a mile from my house, of the Center for Advanced Study in the Behavioral Sciences, where I was working on various book manuscripts that seem to grow in number the more I write. Then there's the fact that I changed Earth Systems Science. This is a topic that clearly requires a bit of explication at some point, but now is not the time. I figured I'd break back into the blog by doing my semi-regular, highly-selective review of the American Anthropological Association meetings.

The meetings this year were in Minneapolis, which is a lovely city, but maybe not the best place for a conference that meets in mid-November. Apparently, the weather was beautiful for the first couple days. However, I had spent the beginning of the week in Atlanta at the meeting of the American Society for Tropical Medicine and Hygiene (that was a very interesting meeting, but this post is about AAA). This meant that I had to fly in late Friday evening before my Saturday session. By this time, the weather had changed to something slightly more horrifying. While my flight seemed like a relatively long-haul (4.5 hours from SFO), we nonetheless flew in a regional jet. A storm had moved into the Twin Cities area by Friday afternoon and our little plane got tossed around quite a bit in our approach to MSP. In fact, we flew in a holding pattern for about an hour before the pilot came on intercom and said that we "we're going to try to land" Try? It was a white-knuckle landing in which we experienced more yaw than I care to remember. There are many reasons that I'm grateful that our try at landing was successful, and high among those is the fact that I didn't relish the thought of climbing back through that unsettled air if we had failed on our first pass.

Once safely on the ground, I was able to take the lovely (and cheap!) light rail straight to downtown, about three blocks from the conference venue. I don't know what one calls the precipitation that was falling at this point (sleet? freezing rain? wintery mix?), but it was quite a shock for this adopted Californian.

The meeting was held in the Minneapolis Convention Center, a cavernous space that the 5,000 or so anthropologists didn't come close to filling. This gave the conference a bit of a ghost-town feeling. Adventitious encounters were minimal and I definitely saw far fewer anthropologists of different stripes than I have at past meetings. The registration process was surprisingly efficient (maybe because I was registering on what I thought was the last day and there wasn't much of a crowd). Rather than the standard canvas bag, we were given fluorescent green plastic (?) bags. I have actually wondered whether I hallucinated this, since I threw mine out immediately and have been completely unable to find a picture on one on the internets, but Rex over at Savage Minds has also commented on the bizarre bags (alas, I don't think they were soy fiber, Rex).

Then there were the conference badges. Not so much badges as they were bibs -- a bonus to the messy eaters in our midst! They were bright red (if you are lucky enough to be a AAA member) and were reminiscent of those travel wallets that are designed to fit a passport and shout "I'm a tourist, please harass me!" Too bad I left my fanny-pack at home. Once again, AAA astounds me with its tone-deaf marking of outsiders. Oh, you're not a member of our club? Then wear this other-colored bib to display your status for all to see! I've been to many different societies' conferences and AAA is the only one where I've experienced this practice.

If we're being perfectly honest here, I'm not big on conference talks. I generally try to minimize the number of attend. Let's face it, most conference talks are not great and when you have to submit your talk nine months before the conference, freshness of material tends not to be super high. I spend most of my time at conferences meeting with people: planning a paper with co-authors, strategizing with program officers, meeting with editors, catching up with former students, dining and drinking with colleagues I haven't seen in years. This is the really productive work of an academic conference. Nonetheless, I was curious what AAA had to offer. I found the online program so difficult to use that I gave up on even trying to find talks I wanted to see (this is another topic that Rex takes up hilariously -- I couldn't agree more on his review). This tool was clearly not designed by anyone who actually attends academic conferences. The more I use it to write this piece, the more comically dysfunctional I realize it is. Who thinks it's a good idea to hide the author names in a search result? See the screenshot below for an example of what gets returned from a search for Anthropology and Environment Society talks:

screenshot of online schedule search

I organized a session for the Evolutionary Anthropology Society entitled, "Evolutionary Anthropological Approaches to Inequality." It seemed to me that there is a group of human behavioral ecologists out there doing long-term ethnographic work, measuring economic and demographic variables, and thinking hard about how people adapt in a rapidly-changing world, and that these scholars might have some real insights into the mechanisms generating economic inequality. I was right.

One of my goals for this session was to beat the bushes for contributions from scholars other than the usual suspects. Don't get me wrong; I'm very fond of the usual suspects in EAS, but there is a lot of great work being done that is both relevant to our section's mission and engages different communities of scholars. I had some success recruiting different people in the initial call for papers. Unfortunately, when these new folks saw how much it costs to present a paper at AAA (the conference is very expensive, particularly when you adjust for the overall quality of the scientific program), they backed out. Fortunately, we had enough people still signed up that we were able to retain our session (apparently, you only need four speakers to stay on the program). When faced with a sparse session, the organizer has a few options: add a discussant, give speakers longer slots, open up a discussion. I decided to opt for yet another strategy. We wildcatted three late-breaking talks by junior researchers. Obviously, these talks didn't make the program (not sure that's much of a penalty though, given what a mess the program was), but it still gave the speakers the opportunity to present their research in front of a crowd of at least 50 (we had a great turn-out for the entire session).

The line-up for the session included a number of stars from EAS (well, and me):

  1. Paul Hooper (Emory), "If You Know What Feeds Hierarchy, then You Can Starve It"
  2. Siobhán Mattison (UNM), "Market Integration, Kinship, and Social Inequality Among the Mosuo of Southwest China"
  3. me (Stanford),"State-Dependence, Uncertainty, and the Economic Rationality of Poor People"
  4. Katie Starkweather (MPI), "Subsistence Strategies: Risk, Reward and Gender Roles for the Boat-Dwelling Shodagor of Bangladesh"

We missed Tamas David-Barrett, who had to deal with some emergent business back home. Our late-breaking talks were contributed by Elspeth Ready (Stanford), E'lana Jordan (Stanford), and Dave Nolin (Missouri). All were great. This was E'lana's debut, as she is just back from the field, and she killed it. Elspeth was, as ever, dazzling in her analytical sophistication and the general bad-assery of her fieldwork.

The other EAS session, "Finding Insights in the Field: Ethnographic Experience and the Scientific Process," organized by former student and current Omidyar post-doc at SFI, Elly Power, was also terrific. All the talks in this session were very good and the attendance was excellent. Naturally, I was particularly partial to the incredibly sophisticated analysis that Elly presented to close out this excellent session.

This has now happened enough times at AAA that it has tweaked that paranoid part of my brain. Our EAS session was scheduled at the same time as a great-looking session sponsored by Anthropology and the Environment Society called "Emergent Landscapes, Disturbance Ecology, and New Approaches in Ecological Anthropology." Friends and colleagues involved in this session included Mark Moritz (Ohio State), Steve Lansing (Nanyang Technological University, Singapore), Brian Codding (Utah), Sean Downey (Maryland), and Kathy Galvin (Colorado State), among others. This session would have been of great interest to many in EAS, but, unless you're Hermione Granger, you can only be in one session at a time. It was particularly frustrating because the editor for the new journal, Nature Human Behavior, also had to choose between sessions. These are constituencies who have natural affinities and we should work on getting them to coordinate somehow, AAA scheduling be damned.

Once again, there was apparently nothing newsworthy at AAA, as a Google news search turns up no hits from the actual meeting. This is a big difference between AAA and other major professional meetings, where new discoveries or novel analyses make their way into different quarters of the news media. The usual defensive response to this critique is that anthropology is more a humanities discipline (which, of course, is itself debatable) and, as such, doesn't lend itself to "discoveries" or press releases. I don't buy that. A similar search for the MLA, for example, turns up quite a few stories. I think it's something about which we should be concerned as a discipline. While I am heartened by some of the work I saw at AAA (or from which I was structurally blocked from seeing but about which I heard in conversations with speakers later that evening), I really wonder about the relevance of our discipline as a whole. In principle, I believe the world really needs anthropology -- perhaps now more than ever. But, in practice, I'm not sure what anthropologists are doing is what the world needs.

Among other things, I wonder if we really need to have meetings in convention centers. The public spaces seemed particularly sparse this year and many of the sessions I walked by looked like they had more speakers than audience members. I know it's hard, but maybe we need to conduct a bit of quality control. Of course, I should be careful what I ask for. Given the fact that EAS is not a powerful section of AAA, we would almost certainly lose, even though our sessions are very well attended. This may sound heretical, but maybe we should collect data on session attendance and factor that into which sessions get included. Surely, the number of people who actually attend a session is a better measure of interest than the number of people who belong to a given section. In my experience, both EAS, BAS, and Anthropology and the Environment would do quite well on that criterion, even if they are relatively small sections.

I will probably keep going to AAA, at least occasionally, not because I think it's a good conference in general. I will go because there is a core of great young researchers in EAS and I want to continue to support them, even if AAA is, at best, an uneasy home for them.

Winter Anthropology Colloquium, Part 2

We had the second of our speakers in the winter anthropology colloquium Friday. Daniel Nettle came on Friday. Daniel's talk was co-sponsored by the Institute for Research in the Social Sciences. Daniel is a human behavioral ecologist with extremely broad interests and a penchant for using HBE as a tool for studying social inequality and human health. Somehow, we'd never met before. I'm glad that's been taken care of now. Of the dozens of things that Daniel could have talked about, he chose to talk about his ethnographic project in Newcastle on Tyne.

Given my interests in demography and epidemiology, I've seen lots of talks on social deprivation, inequality, neighborhood effects, etc., but Daniel's talk showed a refreshing creativity. A large fraction of the data he presented came from deceptively simple ethological methods. I think that there is a lot that both the methods and theory of behavioral ecology and ethology have to offer studies of social inequality and health. Of course, I'm not alone in this belief. Mhairi Gibson (my collaborator in Uganda) and David Lawson (this week's speaker!) published a terrific  book last year on the application of HBE to applied problems.

Much of the work Daniel's work in this area is published in open-access journals (e.g., here and here). I'm intrigued by the relatively new journal, PeerJ, where he has published a number of papers now, and am planning to submit something there soon.

The flyer for Daniel's talk:

Nettle_Talk

Winter Anthropology Colloquium, Part 1

I am organizing the colloquium for the Stanford Anthropology department this winter. I believe it may be the first time that a faculty member for the Ecology and Environment group has organized the colloquium since the Blessed Event that merged departments back in 2008 (though I'm not certain of that). There have been a few scheduling glitches, as it seems winter quarter 2015 has the highest density of talks I've yet encountered in 11 years at Stanford, but we're off to a great start. Our first speaker came all the way from the UK to speak to us about social dilemmas and cooperation. Shakti Lamba is an ESRC Research Fellow and Lecturer in Human Behavioural Ecology in the Centre for Ecology and Conservation at the University of Exeter.

Shakti talked about her very exciting work on behavioral norms. She uses a variety of methods, including ethnography, experimental games, and advanced statistical techniques to understand the nature of variation in cooperative norms within and between populations (see, e.g., papers here or here for examples of her work). I generally have mixed feelings about experimental games, but I think there is a small cadre of anthropologists, including Shakti and Drew Gerkey, among others, who use them as a tool for eliciting much richer behavioral and social observations than do most field researchers (whether or not they use experimental games!). I was impressed by the sophistication of her approach, her keen experimental design, and the excellent population thinking that it entails. However, I was most impressed with her coolness and eloquence under some pretty heated questioning from a number of senior faculty members who simply misunderstand evolutionary process.  Looking forward to seeing more of her work, especially forthcoming longitudinal research with Alex Alvergne, in the future!

Here is the poster for her talk:

Lamba_Talk

Something Newsworthy From the AAAs!

About this time of the year, I generally do a re-cap of the American Anthropological Association's annual meeting. However, I didn't attend AAAs this year for the first time in five years, so I don't have much to report. Anthropologists' annual awkwardly-timed professional ritual just went down in Washington DC and I thought I would see if anything newsworthy came of it. Doing a Google news search with a variety of permutations of the association name (American Anthropological Association in quotes and not, AAA, etc.) and other keywords (Washington, annual, meeting, 2014, etc.), I managed to find one or two things. As I (and others) have noted before, the AAA meetings don't attract a lot of press. New discoveries or items of broad public interest are apparently not generally discussed at AAA. This year, the most notable item in a news search is the rejection of a resolution to boycott Israel over what the resolution referred to as “Israel’s ongoing, systematic, and widespread violations of Palestinian academic freedom and human rights.”

One other item popped up which actually resembles something newsworthy on the scholarly front (as opposed to the business of the association).  Kari Lyderson at the Crux writes about a movement to bring anthropological expertise to bear on the ongoing Ebola Virus Disease epidemic in West Africa. Sharon Abramowitz, a terrific medical anthropologist at the University of Florida, has helped to found an initiative called the Ebola Emergency Response Initiative, the aim of which is to provide social and cultural expertise to help with control of the EVD epidemic. This is good news and exactly the sort of thing I would like to see more of at AAA. There are many ways that improved cultural understanding by medical personnel and public health practitioners could help to bring this epidemic under control – a point that anthropologist/human behavioral ecologist Barry Hewlett been making for years now. These are issues we've thought about a bit here and that my Ph.D. student Gene Richardson is actively working on in Sierra Leone right now.

Ebola Event at UCI: Planning, Not Panic

I am just back from an event at the University of California, Irvine organized by medical demographer Andrew Noymer. The event drew a big crowd, with probably 500-600 people in attendance.

There were five invited plenary speakers: Michael Buchmeier (UCI) spoke about the virology of Ebola and the Filovriuses more generally. Hearing Mike's insights on the not one, but two vaccines for Ebola that have been shelved for a decade due to lack of interest was particularly illuminating. George Rutherford (UCSF) talked about the epidemiology of the current EVD epidemic and placed control efforts within the broader context of Global Health Initiatives. This is a guy with a ton of experience in global health and on the ground in Africa and his cool demeanor was calming for the crowd. Victoria Fan (Hawai'i) discussed the economic implications of the epidemic. Spoiler alert: they're not good. Shruti Gohil (UCI Medical Center) talked about infection control in a hospital setting. Finally, I talked about the disease ecology, broadly construed, of Ebola. Following our talks, we got together as a panel and took questions for the audience.

Given the crazy hysteria surrounding the EVD epidemic and the arrival of a handful of cases in the United States, it was reassuring to participate in a couple hours of such sober, scientifically-informed discussion. Shruti's insights as chief of infection control at the UCI medical center particularly struck me. She noted that Texas Health Presbyterian Hospital in Dallas, where the first American EVD case (Thomas Duncan) was treated, was clearly completely unprepared to handle an acute EVD case. Despite this, Shruti estimated that the attack rate of health care workers who attended to Duncan was about 4%. Not that horrible for an unprepared hospital. She also noted that no health care workers have become infected in the special units specifically designed to handle infectious diseases like EVD at Emory, Nebraska, and Bethesda. Planning, strict adherence to protocols, and personal protective gear work!

So, let's summarize a bit about EVD in the US (these are the numbers as best as I can remember them, with citations where I can find them):

Number of cases of evacuated aid workers infected in Africa: 4

Number of deaths of evacuated aid workers infected in Africa: 0

Number of travel-associated cases in US: 4

Number of deaths of travel-associated cases in US: 1

Number of cases of American health care workers: 2

Number of deaths of American health care workers: 0

Note that the one death (Thomas Duncan) might have been prevented if he hadn't been sent home from the emergency room and gotten so much sicker.

Another interesting point that Shruti made is that none of Duncan's close personal contacts have contracted EVD and the 21-day window has now passed. The clear implication of all these data is that Ebola is not that infectious. It is controllable if we are prepared and follow protocols.

This gives me hope that we can control the EVD epidemic in West Africa if we were to decide to get serious about its control. But the international community needs to fight this epidemic where it is currently raging. This is clearly in the national interest of the United States and the collective interest of the international community. If we want to remain secure from EVD, we need to stop it where the epidemic continues to grow. World Bank President, and medical anthropologist extraordinaire, Jim Kim pulled out a great analogy in an interview on NPR on 17 October:

It's like you're in your room and the house is on fire, and your approach is to put wet towels under the door. That might work for a while, but unless you put the fire out, you're still in trouble.

Let's get over our fear, stop politicizing this crisis, stop demonizing the heroes. Let's roll up our sleeves, get out our checkbooks, and bring a speedy end to this crisis.  Let's put out the fire.

 

notes on human ecology, population, and infectious disease