Monday, January 31, 2011
I think that this low drop out rate could be attributed to the densely connected network of faculty and administration. The teachers, obviously, teach during the day, then they coach in the afternoon, and eat dinner in the same dining hall with the students. At the end of the day, teachers go back to the dorms where they live in the same buildings as the students (as "dorm parents") and take turns being on duty, checking in with the students, some even have the students over to their apartments in the dorms and bake for them. The administrators, too, usually teach one course a year and coach one sport. Both teachers and administrators are advisers with a group of 5 to 10 students each. This allows for the faculty and administrators to have close connections with the students. My father described it as specialized parenting. When a student needs help with homework, or needs advice, or wants to go to the mall, all these activities are organized and specialized by person, whereas outside of the school, a teenager might go to their same parents for all of these needs. In addition, because the teachers all live on the same campus, are each others' neighbors, work together in the departments, coach together and eat together, as well as attend meetings together, the people that work at the school are a densely knit group with many redundant ties. For example, a Latin teacher might coach football with a history teacher in the fall and coach track with a math teacher in the spring, and have a biology teacher living upstairs. Perhaps this dense interconnectedness contributes to the virtually 0% drop out rate and the virtually 100% college acceptance rate.
I wonder what other types of schools fall into the "Other Private Schools" category to reach the 11.9% drop out rate.
Visualization of Social Networking
Sunday, January 30, 2011
Saturday, January 29, 2011
Diminishing Intergenerational Closure
A mother and father always worry a great deal more about their first born child than maybe the third or fourth child. When a person is new at doing something, such as being a parent, they act with a lot more precaution. Parents will make sure to know where their child is at all times, what their child is doing, and who their child is with. The Coleman article suggests that in order to stay on top of their child’s whereabouts and activities, parents will often make an effort to become friends with the parents of their children’s friends. This type of occurrence is called intergenerational closure.
As the oldest child of four, I agree with Coleman’s assertions. In my youth, my parents made an effort to be friends with my friends’ parents. They would sit on the sidelines at soccer games with my friends’ parents, go out to eat with them, invite them and their child to my birthday parties, etc. My parents also made a similar effort with the second child in my family. However, I’d like to argue that intergenerational closure diminishes with sibling position.
By the time the third and fourth children in my family came around, my parents acted a lot less frantic and worrisome about where the younger children were and what they were doing. They had already been through the trials and tribulations of raising babies, toddlers, and teenagers, so raising two more children was nothing new. Since my parents had been through this before, they seemed to not make as great of an effort to befriend the parents of my younger siblings’ friends. Therefore, there was a diminishing degree of intergenerational closure between my parents and the two youngest in the family.
This lack of intergenerational closure also contributes to Coleman’s idea that IQ scores in children decline with sibling position. When intergenerational closure occurs, parents are often more in tune with how their child is performing academically. Through communication with other parents, a child’s parents gain a better understanding of what material is being taught in the classroom, how other students are performing, and what the teacher is like. Without intergeneration closure, this communication does not exist. I push Coleman’s discussion further by suggesting that less adult attention is not the only cause of lesser intelligence in children. I believe that diminished intergenerational closure, leads to diminished educational social capital for a child and hence also contributes to the child being weaker educationally.
Friday, January 28, 2011
Social Capital and the Race to Nowhere
Thursday, January 27, 2011
Eighth Grade Again
I would like to expand on the topic of teacher-teacher and teacher-student and ties that we discussed in class yesterday, as well as how various student groupings affect learning and socialization. Jackie provided very interesting insight on how the complete separation of her eighth grade class inhibited the socialization between teams. My post will also be on my eighth grade experiences, but with a different setting.
My family moved to Israel the summer between my 7th and 8th grade school years and we spent my 8th grade school year in Israel while my mother was in a temporary position there. The school I attended was a private school, one of the American International Schools (AIS). The students were embassy kids, a very culturally diverse but socio-economically similar set of students from all different countries. The set-up was very similar to what Professor Lazer discussed in class, a fact I didn’t recognize until later.
In class, we discussed a setup where all students in a school attended a homeroom class each morning that was a full half-hour, not just a quick five minute hi/bye. The homeroom class was the same set of students with the same teacher, each and every year. One particularly valuable attribute of the program was that the students in each homeroom were a diverse set. My eighth grade year met this description in almost every way. We spent a full half-hour each day. We met with the same teacher, the same students. The diversity factor was met culturally and personality-wise, but there was a somewhat clear split between the classes in terms of academics. It appeared to me that Homeroom A was the top 25% and bottom 25% in terms of academic performance. Homeroom B appeared to be the kids in the middle of the pack. I think that this split was probably an attempt by the administration to encourage diversity and mixing between the top and bottom performing students, but the distinct split made it clear the mixture was not random.
We also talked about the idea of teaching teams vs. tracks. I think that what a teaching team is probably varies by who you ask, but I think my middle school probably met the definition in many senses of the word. All math teachers (middle and high school) met to set curriculum and discuss all students. All eighth-grade teachers met to discuss student performance as well as upcoming projects and tests (we never had a big project and a big test on the same day, which was very helpful.)
One final thing noted in class that was striking to me when I reflected on my eighth grade experience was the note that being a homeroom teacher was valuable to the teacher in terms of the progression of the teacher’s career. Thinking about it, I realized that two years after I left AIS, Homeroom B’s teacher was promoted to headmaster of the entire AIS school (K-12). Her connections to students, teachers, and administration catapulted her to a position of utmost importance, especially because the following year the school moved to a new location with brand-new facilities. I would think that her connections would be especially important in keeping the cohesion of the teaching staff during such a move.
Wednesday, January 26, 2011
Balance in Social Capital
My network from eighth grade was completely different from the rest of my high school career once I was integrated in the band for 9th to 12th grade, clubs, gained school spirit, and a sense of belonging. Although a structure system of networked teachers sharing students may benefit the academic portion of schooling there is the community social capital of the school to consider, which was drastically decreased by isolation. Although my high school only had 300 students in my graduating class, school size of 1500 students, the clusters of eighth graders were around 75 students. I found the ability to take classes with a variety of students, post eighth grade, more conducive to learning than seeing the same kids all day long hearing the same opinions of each student. The right sized school could combine both sides to the social capital argument; networking in different grades, clubs, and students in different classes was good for diversity, but also promoted the social capital of the school to come together for an art show or the Friday night football games.
Questioning Coleman's Catholic Conclusions
As I began to question why the data showed the low dropout rates I began referring back to original data of the family effects on dropout rate. I noticed that the difference incurred from whether or not the students mother expected college (8.6 %)was similar to the difference between public schools and Catholic schools (9.2 %). I thought there would be a correlation between these two numbers because it is my guess that the mother of every Catholic school child would expect them to go to college. My reasoning for this is that if the parents were paying money for their child’s high school education, they would expect them to go to college to further their education and get more out of their investment. There are many other factors to consider and this would not be the only explanation but I feel as though the difference in dropout data between Catholic and public high schools is more of a result of family structure than religion. I think that religion has some impact but Coleman ignored too many other factors when forming his conclusions on the reasons for a low dropout rate in Catholic schools.
Tuesday, January 25, 2011
Forbidden Triads
Thinking about my own social life and that of my friends, I thought this was a poor exaggeration to make, even if it is far more likely that there would be a tie between B & C, given the other strong ties in the triad. As college students, we are in unique positions in our lives where most of us have a strong group of friends from our hometowns and childhoods, and then a new set of friends we made upon entering Northeastern. If I label myself as person "A", and say I have strong ties to my friend from home "B" and my friend from Northeastern "C", there is a very strong chance that B and C have never met each other, creating a forbidden triad. For me personally this is not the case for most of the triads in my life involving a close friend from home and a close Northeastern friend. Since my hometown is only about thirty miles from Boston, many of my friends from home have come to visit me at Northeastern and have met my closest friends here. However, not all of my high school friends have met all of my college friends, and for students from different states, this scenario is far less likely. I would imagine that there are huge amounts of forbidden triads in almost every college student's life.
Eliminating a forbidden triad involving two friends equally as important in my life but from two different spheres is definitely something that creates a sense of relief. Creating even a weak tie between the two is comforting and makes the two parts of my life feel less disjointed, and it's nice to know when I reference one friend, the other friend knows who I am talking about at a more personal level and not from just pictures and stories.
Thursday, January 20, 2011
Economic Networks
One situation was in early 1970's Chile. The government was moving farther and farther left creating an increasingly socialist society with the support of the people. The US was worried that the government would nationalize American holdings and subsidiaries. So, Nixon wanted to induce an economic crash and depose Allende, the president. To do this, the US government tampered with the flow of money in and out of Chile, playing with the structure of the network. If thought of with a valued, directional graph, we could see that the US pumped a significant amount of money into Chile with loans and was a significant buyer of Chilean exports, mainly copper. The US government severed these edges by both public and private American loans and by suspending the purchase of copper for six months. It's interesting to me to think of it not just as the US changing policies regarding Chile, but rather in the context of a network being manipulated. If Chile and the US are thought of as nodes, the US reduced Chile's degree, and this drastically affected Chile.
Another example is the economic collapse of South East Asia in the 90's. Klein states that it started with a rumor that Thailand didn't have sufficient reserved to back its currency, and mutual funds share holders started divesting from Thailand. The problem was that the mutual funds had holdings in Thailand, Indonesia, South Korea, and other SE Asian countries, so divesting from the mutual fund meant pulling money out of all of the countries at the same time, inciting economic crashes across the board. I picture this as a two-mode graph showing that the countries all belong to the same mutual funds. This way the graph would indicate that what happens to one, happens to all of them. While the countries may not have been linked directly with trade, they were all connected by an outside organization, and that meant the failure of one meant the failure of all of them.
I haven't fully thought it through, but it seems like to hold its prestigious economic position, the Western powers need to hold on to centrality in the network. By opening up the world to free trade, Western multinationals have been able to syphon money out of the economies of developing nations. Western corporations seek to increase their indegree by placing branches and gaining holdings in countries around the world. They may also hold a high level of betweenness by being the countries that are able to make finished products or refine raw materials. One of Ghana's economic problems is that they have raw materials and they have factories, but they have to way to refine materials sufficiently for the factories. So, ore has to be shipped out to be refined, only to be shipped back to be made into a finished product. The transportation and the cost of trade significantly increases the cost of the final product (as well as other factors), making domestic products less desirable. Clearly, it is in the interest of the Western countries to be in the middle of this transaction. Not only are they making money on refining ore for Ghana to produce their own goods, but Western good are still cheaper and more desirable. This gives Western powers a higher level of betweenness than Ghana because more trade has to go through them.
I'm no economist, and I'm sure I have a few thing mixed up. But I'm very interested in this stuff, so please comment and set me straight if I have my facts wrong. Really, I'm just trying to imagine the information I'm getting from this book with the network terms that we discussed in class yesterday.
What are my chances of becoming obese?
I found all of the reading to be very interesting and thought provoking, as I have never thought about social networks in this way. I had heard of the six degrees of separation and a small world theories, but had never thought about how connected we all really are. Even the fact that after hours of research, someone happened to find a Russian supporting cast that were all 8 degrees away from Kevin Bacon absolutely surprised me. One concept that I am having a hard time grasping is the Three degrees of influence theory. Lets say I am closely connected with 20 people, and those people all know 20 people who all know 20 more people. That means that there are 8000 people who are all three degrees from me. How do these people have any influence on my life? One example that hung me up was the obesity graph in the TED talk. I think I remember hearing that if someone three degrees from me is obese, I am 10% more likely to be obese. What if there is one obese person, and 7999 skinny people three degrees from me? Am I still 10% more likely to be obese? How about if all 8000 people are obese? I believe that that percentage would go way above 10%. In addition, I believe Christakis also said that if you have an obese person one degree away from you, you are about 50% more likely to be obese. What if I have one friend, and that friend is obese. I would think that my chances would be fairly high that I am obese as well. Now lets say I have 100 friends, and one is obese. Can I use backwards logic to say that I am much more likely to be skinny or fit, or am I still 50% more likely than someone with no obese friends to be obese. I am very interested in these connections, and I would like to look further into these numbers.
Tuesday, January 18, 2011
To Say Nothing of the Thin
The thing that strikes me in both the Christakis Ted Talk and the chapter overview is the omission of any information on patterns of the spread of "underweightness." Though I lack detailed statistics on the subject, this article from the National Center for Health Statistics shows that there has been a statistically significant decrease in underweight adults and children in the United States during the 2000's. Assuming Christakis and Fowler are correct and obesity spreads through social networks like a disease, either skinniness doesn't or the "virulence" of it is drastically decreasing in recent years as the spread of obesity has accelerated. Perhaps it's just the fact that obesity has become such a hot button issue and the two realized they could attract far more attention by discussing it, but I wonder what their research showed about people at the other end of the weight spectrum. It fascinates me that there could be "competing germs" that directly oppose one another, as these two do, and if anyone has additional information on the subject I would be grateful to hear it (a quick google search didn't yield anything besides the obesity article).
Another intriguing aspect of the Christakis and Fowler theory that I didn't see them elaborate on is that eating disorders clinics and "fat camps" are actually extraordinarily counter-productive. Just as they use the example of a smoker being surrounded by non-smokers in order to facilitate their quitting, the best method to treat both under- and overweight individuals might be to mix them together in the same group rather than isolating them with others who share similar problems. That way, their social network will not consist entirely of others who share their weight issues. This brings up another question that I couldn't find the answer to in the Ted Talk or book overview (I don't have the book yet due to Amazon super-saving shipping)-do they claim obese people get thinner if they have regular weight friends? Obese friends make you larger, apparently, but can you make your obese friends skinnier just by being around them? Spun that way, the research can be seen in a different light. That's my food for thought, anyway.
P.S. I've never collaborated on or even written a blog before, so hopefully I haven't committed any blogging faux pas. Thanks for reading!
-Michael
Thursday, January 13, 2011
Introduction: Separation and Consistency of Identity
I've been a blogger/journaller (in varying proportions) since 2002, when I whirled through several journal sites before settling on LiveJournal. I have since switched my allegiance to Dreamwidth, which I have been using since closed beta.*
I will be cross-posting and cross-linking everything I contribute to this blog on Dreamwidth. For the class and anyone who happens upon The Networked Society by whatever means: you are welcome to follow me home to sofiaviolet. For my regular readers: you can visit The Networked Society to read everyone else's posts.
I have almost always been pseudonymous online, for certain values of pseudonymous: Sofia Blackthorne and sofiaviolet aren't on my passport or anything, but they're both me in a way my legal name isn't. I use them everywhere. This isn't the first time I've made a connection between my offline, "official" self and my online/offline "real" self, but it is the first time I've made the connection publicly in a manner that funnels people from Dominique to Sofia.
So I'm not super-strict in enforcing separation of my "official" self's (fairly minimal) online presence and the vast majority of what I do online. I avoid directing people from Dominique to Sofia and exercise caution in directing them from Sofia to Dominique. Basic internet skills.
As for internal separation, talking to one group of friends about this topic and another group of friends about some other topic under the same identity - I pretty much don't do it. This is an area where journal sites, like most social networking/social media** sites, kind of fall down on the job. Sites using the LiveJournal codebase (which include clones such as InsaneJournal and forks such as Dreamwidth) have filters (user-defined groups of people; entries can be restricted to a particular filter or to multiple filters), which can be used for this kind of separation as well as for privacy.
* I would like to devote another post to issues surrounding Dreamwidth: why the site came into existence, who has started using it and why, etc. I'd also like to talk about the experience of being an early adopter, something I'd never been before committing to Dreamwidth.
** In part three of her essay on Why Monetizing Social Media Through Advertising Is Doomed To Failure, synecdochic/denise (co-founder/co-owner of Dreamwidth) provides a nice disambiguation for social networking and social media:
The two terms are not interchangeable, ultimately. Social networking seeks to (for the most part) replicate a person's existing social web (think of sites like Classmates.com and LinkedIn.com); its purpose is to define your ties with others. Social media takes that one step further: it seeks to create and nurture social ties to others, through the content that you provide.This suggests to me that social media users may in fact benefit from talking to everyone about everything, in terms of creating these new relationships. Not simply because diverse content brings more diverse followers, but also because publicly available content brings more followers.
If you think of a site as a game, the "winning conditions" of the game will be a good clue as to whether the site is a social networking site or a social media site. If you win the game when you collect all of your existing friends, or collect as many new friends as possible, you're on a social network. If you win the game when you provide content that's interesting enough to get other people to build relationships with you, when your social currency is the content you provide, you're on a social media site.
[Crossposted to Dreamwidth]
Tuesday, January 11, 2011
The Networked Society
How's this going to work? I (David Lazer) am going to post the sections of the syllabus currently being discussed in our class, with occasional commentary, and my students will also regularly post. And for any readers who happen to come across this, please feel to join in.
The first readings, which provide some motivation and overview for the importance of thinking of the world in terms of networks, are below:
Christakis and Fowler: Chapter 1 (available at): http://g-ecx.images-amazon.com/images/G/01/LITTLems/ CHRISTAKIS_AND_FOWLER_0316036145._V234762121_.pdf Easley and Kleinberg, Chapter 1: Overview http://www.cs.cornell.edu/home/kleinber/networks-book/networks-book-ch01.pdf Gladwell, M. (1996). The tipping point. The New Yorker http://www.gladwell.com/pdf/tipping.pdf Listen to: http://www.ted.com/talks/lang/eng/ nicholas_christakis_the_hidden_influence_of_social_networks.html