Statistics learning opportunity: “Hunger Games Survival Analysis”

Fun with statistics: a survival analysis of The Hunger Games (quick reviews of the books and movie). According to the final analysis, the only significant factor is the rating of each participant:

My interpretation of this is that the Gamemakers know what they’re doing when they assign the ratings. They’ve been doing this for years, so they give scores that are so accurate that they’re actually better predictors of survival time than whether a tribute is a volunteer, a Career, male or female, or forms an alliance. Pretty impressive.

An alternate and more cynical interpretation is that the Gamemakers are concerned about their own reputations and thus engineer the games so as to confirm their ratings, occasionally killing off players who do better or worse than expected based on the ratings, all so that the Gamemakers can look like they knew what they were doing all along. Unfortunately, the political system of Panem ranks so slow on Freedom House’s annual scores that we simply can’t tell what’s going on behind the scenes at all. To cut through their lies we simply need more data.

If you read this, you just also learn something about survival analysis and event history analysis. Bonus: the data and Stata code is also available for download!

Thinking about the event history class I took during grad school, we didn’t look at any data that was remotely close to popular culture.

Also, why not include the data from the second and third books? Granted, the games change a bit in the sequels to ratchet up the tension but that would provide more data to work with…

The sociologist director of the Natural Hazards Center discusses how sociology helps us understand responses to disasters

While disasters seem to be a growing area of interest across academic disciplines, a sociologist who is the director of the Natural Hazards Center talks about how sociology approaches the topic:

What’s sociology’s role in emergency management?

Sociology is a broad area, and sociologists are interested in a variety of things related to disasters and emergency management. They certainly do research and know a lot about individual, group and organizational behavior in disasters; a good deal about warning processes and warning systems; risk perception; the social factors that are associated with preparing for disasters, disaster recovery and some of the social factors that contribute to differences or disparities in the recovery process and outcomes; the politics and economics of disaster mitigation. These are some topics sociologists are interested in.

Have you done any research on what motivates people to prepare for disasters?

There’s been a lot of research on preparedness, especially household preparedness, and the research has [found] that being better prepared is associated with having higher levels of income, homeownership, to some extent with previous disaster experience, and having children in the home. These are all sociological factors that help to explain preparedness…

During your research, has there been a finding that most surprised you?

I found a lot of things that are contrary to common sense or the way most people might think about disaster behavior. One is the overwhelming altruistic pro-social response that most people engage in during disasters. It’s not like the disaster movies. I also think there are many important findings about the importance of volunteer groups and emergent groups in disasters. Ordinary community citizens can be very resourceful and can engage extensively in self-help and mutual aid when disasters happen. They don’t need to be told what to do by others. I’m seeing growing recognition that while we need experts in emergency management — we need well trained, well educated people — that the whole community is involved in mitigating, preparing for and responding to and recovering from disasters. That whole community approach was a big focus last year and will be this year from FEMA and other agencies. But it’s what sociologists have been saying all along.

I like the reference to how disaster movies tend to play up the atomistic responses to disasters. Movies, books, and TV shows tend to play up the image of the lone wanderer (typically a male?) or a few people trying to pick their way through issues with other people and the natural environment. Some of this seems to underlie recommendations about disaster preparedness: you can’t count on others to help and indeed, you might need to protect what you have from others. Granted, a large enough disaster will disrupt the response of organized government but ordinary citizens can still help each other.

This reminds of a humorous scenario I’ve discussed with several family members. In this hypothetical situation, family members would live on some sort of large piece of property where everyone could have a house yet still have some space. On this “compound,” different people could carry out different tasks that could serve the group in the event of some large disaster in the larger world. For example, being a nurse would be really useful here. However, when the conversation turns to what I could contribute to the larger group as a sociologist, I’m left suggesting something like I could help “enhance critical thinking skills.” Now I know I can contribute something else: I can help everyone work together and can helpfully point out the social factors that will aid or hinder our efforts.

Also, perhaps sociology majors would be uniquely suited to work in the area of emergency management?

Lost Star Terk episode was to feature Milton Berle as a “messianic sociologist”

I’ve noted before that sociologists are rarely featured in television shows or in movies. Alas, it looks like CBS won’t allow the creation of a new online Star Trek episode based on a long-lost script featuring Milton Berle as a “messianic sociologist.”

Last fall an unused script for the cult 1960s television show turned up after being forgotten for years. Its author, the science-fiction writer Norman Spinrad, announced that it would become an episode of a popular Web series, “Star Trek New Voyages: Phase II,” which features amateur actors in the classic roles of Capt. James T. Kirk, Mr. Spock and other crew members of the starship Enterprise.

But then another player stepped in: CBS, which said it owned the script and blocked a planned Web production of it. Trekkies were appalled. “These executives should be phasered on heavy stun,” said Harmon Fields of Manhattan, who called himself “a ‘Star Trek’ fan of galactic proportions.”…

The story begins in 1967, after Mr. Spinrad wrote an acclaimed episode of the original series, “The Doomsday Machine.” “I did ‘The Doomsday Machine’ fast,” Mr. Spinrad, 71, said by phone from his home in Greenwich Village, “and then they said: ‘We’re in a hole. Can you write something in four days?’ ”

The result was “He Walked Among Us,” which the producers envisioned as a dramatic vehicle for the comedian Milton Berle. His character is a well-meaning but messianic sociologist whose conduct threatens to destroy the planet Jugal. The crew of the Enterprise must remove him without disrupting the normal development of the culture.

Spinrad’s script was set aside and he recently made it available online.

Milton Berle as a “well-meaning but messianic sociologist” sounds very intriguing. How much did Spinrad intend this as commentary about sociologists and social policy in the late 1960s? Perhaps sociologists should be glad this show was not made as it probably doesn’t put sociologists in the best light. In fact, it sounds like it could feed into some common stereotypes of sociologists: they may care about some important issues but in the end they are academics who don’t know how things work in the real world. At the same time, how many sociologists are Star Trek fans and would love to see their discipline discussed in an episode?

McMansion = a “home [that] had a heart and it was ripped out”?

The award-winning play “Rabbit Hole” includes an interesting view of the McMansion:

A child dies, a mother grieves, a father agonizes and a family is changed forever…

For “Rabbit Hole,” set designer Susan Crabtree has created a house that outwardly reflects an upper-middle-class lifestyle, yet frames a troubled family within.

In notes for the press, Crabtree says of her inspiration, “We wanted to create an impression of a ‘McMansion’ — a well-appointed home. But, as the story evolves, we discover the home had a heart and it was ripped out. In the end, the house is just a house — people are the real home. They have to find their family again as they turn to each other.”

The play earned the 2007 Pulitzer Prize for drama. The playwright was sure to include doses of comic relief along with thought-provoking lines to further draw in the audience. Its 2006 debut on Broadway earned “Sex and the City” actress Cynthia Nixon a 2007 Tony Award for Best Actress in a play, among three other Tony nominations. Her cast included fellow actors John Slattery of “Mad Men” fame and Tyne Daly from “Cagney and Lacy.”

Maybe this play isn’t really about the suburbs or certain kinds of homes but the description sounds like it builds upon some common ideas. I wonder if McMansion critics would like this depiction of such a house: it is place that may look nice but it has no heart. In other words, a McMansion doesn’t create or help develop a family – rather, it may even hinder them from forming deeper relationships. Put another way, you can buy the impressive looking house but that is not what really matters in the long run. This play also seems to draw upon common critiques of suburbia, the land where everyone acts like they have it together but the nice homes and communities hide desperate tales.

 

Translating the dystopian world of The Hunger Games…into 1930s scenery?

In my review of The Hunger Games movie, I noted that I was not terribly impressed by the futuristic designs in the movie. At The Atlantic, three design critics make similar arguments and note that much of the scenery and design is not from the future but rather from the 1930s. Here are a few of their thoughts:

The props, sets, and costumes are a giant mash-up of visual cues taken from eras when the socioeconomic disparity between classes was so extreme as to be dangerous. The look is sort of cherry picked from influences ranging from the French Revolution to the Third Reich to Alexander McQueen. A more unified or coherent vision, one that took the influences and used them to create something unique, might have served the story better…

The opening scenes in District 12 are atmospheric and period precise. The bleached-out blue palette, the wooden shacks, the muddy roads—you know you are in the 1930s of the Farm Services Administration photographers. There were a couple of moments, like the line of cabins going down into the hollow, or the two scrawny kids looking out of a hole in the wall, that I could almost swear were direct imitations of a photograph. I found out after I saw the movie that those scenes were filmed in Henry River, North Carolina, an abandoned mill town from the 1920s. In District 12, it is coal. In North Carolina, it was yarn…

The overall look of the Capitol was 1930s neoclassicism, an architectural style used by the Nazis and based on Roman precedents. Fascist architecture seems too easy and obvious an equivalence for Panem’s totalitarian regime. I thought Hunger Games author Suzanne Collins was trying to make a trenchant point about what we all like to watch now. Making the Capitol a contemporary skyscraper city, like a forest of Far East towers, would have made a much more pointed contrast with the Appalachian opening. What about the top of Moshe Safdie’s Marina Bay Sands in Singapore, with its mile-high infinity pool, as the setting for Katniss and Peeta’s pre-Games talk? How could you get more decadent than that?…

Maybe oppressive architecture in movies has to be Fascist, in the same way that aliens need to be either robotic, humanoid, or insect-like—otherwise we don’t immediately recognize and fear what we’re seeing. The tributes’ apartment was like an outdated hotel room that was trying too hard to be hip but not quite succeeding; the green chairs were ridiculous in the same way as Effie’s shoes, hats, and makeup…

On the whole, these critics argue that the movie seems to lean on the past a lot rather than casting a new vision for the future. I understand the difficulties of doing this; futuristic settings can be too jarring or cheesy (see the city scenes in Star Wars Episodes I-III). Maybe moviegoers are more invested in the movie if there are scenes they can recognize. For example, the Nazi narrative is clear to many so invoking these ideas in the Capitol is an easy way to make a link between Nazism and the totalitarianism that made the Hunger Games possible in the first place. The movie taps into familiar cultural narratives such as the Depression or Nazism, pointing to the future while also drawing on the past.

Perhaps this comes down to an argument about whether movie makers should always try to hit a home run with design and setting or play it safe. I think The Hunger Games played it safe on this end. Rather than risk ridicule or have to develop a whole new world, they borrowed heavily from known images. Perhaps this could even drive home the possibly commentary even further that we aren’t as far away from this sort of world as we might think. In other words, the future (or the present) might look a lot similar to the pas.t But I think this was a missed opportunity: considering the budget and popularity of the books, the movie could have presented a grand vision of the future that truly captured the attention of viewers and also pushed design and popular imagery of the future further.

Trailer for documentary about tiny houses: “Tiny – A Story About Living Small”

A supporter of tiny houses has put together a new documentary titled “Tiny – A Story About Living Small.” Read a little bit about the personal experiences behind the film and see the trailer here.

Not Christopher Smith, 30, and his girlfriend Merete Mueller who are building the tiny home of their dreams. 

The couple’s house, set in the mountains of Fairplay, Colorado, is ‘about 125 square feet’ and ’19 feet long wall to wall’…

Apparently a ‘good home’ simply consists of a sitting area, kitchen, bathroom and a queen-size bedroom (set in a vaulted ceiling that makes space for a loft). 

‘The interior looks a lot bigger than the exterior,’ Miss Mueller told ABC News.

Not only is their new home economical in space, it’s also energy efficient and runs on solar power and has a composting toilet…

Mr Smith was so inspired by the miniature buildings he visited that he decided to make a documentary about the project called Tiny – A Story About Living Small.

Visit the official website for the documentary here. I’ll have to get my hands on this when it is released.

Michael Jackson didn’t die in a McMansion; he died in a mansion

Perhaps this is a very minor point about the life of Michael Jackson but as a researcher of McMansions, I think there are better ways to describe the house in which Michael Jackson died which is now for sale:

“McMansion” doesn’t even begin to describe the grandly ostentatious home, which sits on a massive 17,000-square-foot chateau-style property.

It boasts seven bedrooms and 13 bathrooms, with an elevator to zip you where you want to go.

Oh my, did you happen to get a little lost there? Must be because you took a wrong turn while passing the theater, the spa, the gym and the wine cellar, which has its own tasting room.

Feeling chilly? Pick a fireplace—there are 14 of them.

Feeling hot? Then won’t you take a dip in the pool? You can practice your Olympic laps there.

Oh, we almost forgot: the asking price. The digs will set you back a cool $23.9 million.

As I’ve argued before, this is not a McMansion because of its size. Yes, the home may be ostentatious but this is not your typical large, mass produced suburban home. Rather, this house is 17,000 square feet, far behind the reach of most homebuyers. Perhaps this home is lacking in architectural quality but it is far too big to be a McMansion.

I think this use of the term McMansion is meant to convey the idea of tacky or kitschy. I’m not quite sure how that applies here: isn’t it pretty normal for the uber-wealthy or uber-famous to live in a huge house? Is the idea that Jackson had poor decorating taste? Or is the term applicable because the person who buys this home would be doing a strange thing since Jackson died here?

Quick Review: Hunger Games movie

Lots of action and some story and less commentary about oppressive regimes. As I noted in my review of the book series in September 2010, these books were ready-made to be movies. Here area  few thoughts about the movie itself and the experience of seeing it in a full theater.

1. I thought the movie was engaging. At the same time, the movie takes a book that is relatively sparse in terms of character development and explicit commentary and is even thinner in these areas. But there is a lot of action and some of the key relationships, Katniss and Prim, Katniss and Rue, and Katniss and Peeta, are given more time.

2. I thought the best actor in the movie was Stanley Tucci who was perfect as Caessr Flickerman.

3. With not as much time to work with in the movie, the opening parts of the first book are really compressed. What we miss in the movie then is a more complete understanding of the despair and desolation in District 12. I felt like the movie wanted us to think that the Capitol and President Snow were bad people but we didn’t have enough of the backstory to really feel it.

4. I wonder how many of the people in the theater tonight recognized any of the social commentary that is lurking in the books. The books could be taken in a couple of different directions. First, we could think about reality TV – how far away are we from a situation where people are killing each other for prizes on television? Second, the Capitol is supposed to represent tyranny and oppression and trying to stave off rebellion with a futuristic “bread and circuses.” But the movie seems to be more about the action itself and the audience members responded to this. I wonder how much the next two movies take up the social commentary and how they represent the growing rebellion against the Capitol.

4a. There were a couple of points during the Hunger Games themselves when a character was killed and people watching the movie laughed. This is an interesting reaction that sounded like it came from some teenagers or younger kids. While the action was violent (though a number of reviews said it was understated), I wonder how different it really was from what these kids have seen before. How many murders have they already seen in movies, on TV, and in video games? Plus, the kissing got a lot of reactions. Do both murders and kissing make teenagers nervous, thus the laughter?

5. I’m often amused by what “the future” looks like in movies. I was not impressed by the Capitol. Parts of the CGI were impressive (the people modeled in the large crowd scenes, for example) but it was clearly fake. The residents are shown in lively colors and interesting hair and makeup. The buildings are a little different but if you have seen a futuristic movie before, they look familiar. The special computer setup to control the Hunger Games is interesting but we’ve seen things like this before. They have 200 mph trains…which other parts of the world have now. So we’re supposed to be believe that the future includes some more avant garde style, a little better technology, and people are still glued to television screens? Not terribly futuristic.

6. The music during the closing credits was good. I’ve read some positive comments about the soundtrack and it may be worth checking out further.

7. I haven’t been in a full movie theater in quite a while. On one hand, there is a kind of buzz in the air and if the movie is good (and it apparently was tonight), people clap at the hand. On the other hand, you have lots of people going in and out and talking (and revealing key points of the plot to people next to them).

8. I was thinking earlier today that I have hopped on certain cultural bandwagons and not others. Why read all of the Hunger Games books and see the first movie or be an early adopter of Adele’s bestselling album from last year while waiting years to read Harry Potter and see all the movies? I don’t know. But if I do want to join the crowd, I can always say that I am engaging in cultural research…

Anti-urban hymn? “God, who stretched the spangled heavens”

Yesterday’s service featured #580 in the 1982 Episcopal hymnal, “God, who stretched the spangled heavens.” Beyond being a mid-20th century hymn (and they have some interesting quirks themselves), the second verse was very interesting:

Proudly rise our modern cities,
stately buildings, row on row;
yet their windows, blank, unfeeling,
stare on canyoned streets below,
where the lonely drift unnoticed
in the city’s ebb and flow,
lost to purpose and to meaning,
scarcely caring where they go.

It almost seems like this should be immediately followed by “Eleanor Rigby” by the Beatles: “All the lonely people, where do they all belong?”

This hymn tries to balance two images in this verse (and supported elsewhere in the song): on one hand, we have “stately buildings,” impressive demonstrations of modern capacities and on the other hand, these great cities are full of people “lost to purpose and to meaning.” On the whole, this is not a favorable view of city life, even if it is trying to be descriptive and demonstrate the issues modernists face. Are there any hymns that talk about vibrant urban neighborhoods?

I resolve to be on the watch for anti-urban messages in other hymns. I wonder if there is a large gap in hymn content in this area between more mainline denominations who retained a little more presence in the big cities during the post-World War II suburban boom and also tend to hold to political views that suggest engagement with the city while religious conservatives have more individualized songs and desire escape from the dirty, evil cities.

 

“Copyright math”

Since this blog regularly covers issues ranging from intellectual property law to statistics, Rob Reid’s recent TED talk on “Copyright Math” seems particularly salient:

http://www.youtube-nocookie.com/embed/GZadCj8O1-0