Q332. Your client asks you to design a simple research project that will tell us how long a tube of toothpaste should last. It turns out there is a standard amount of toothpaste that is considered "one use" but that real people are all over the map in terms of the amount they use. We need the answer by the end of the week.
Q40. Structural equivalence problems
Q458. If you are doing a thesis this year or have a general topic in mind for one in the future, pick two theorists, each from a different section of the course, and show what you have learned about their ideas by "applying" them to your research topic.
Q323. What flow chart concept does this diagram illustrate? Explain what it means and how we use it. Draw the series of flow charts implied by this diagram.
Q295. Locate these prominent California geographic features:
![]() |
|
Q354. In "Dissecting the Social," what does Hedstrom mean by "realism" (14.9)? How is does this compare to Durkheim's dictum to "treat social facts as things"?
14. Fill in the focus column of the table below and try to find an example of each in your file. Write a sentence or two explaining how the example illustrates the focus of this style of social control.
| Style | Focus | Example |
| Penal | ||
| Compensatory | ||
| Conciliatory | ||
| Therapeutic | ||
| Reform | ||
| Prevention |
Q404. Give a summary of the developmental story Engels tells in "The Origin of the State." Be sure your answer makes connections to the course and to our discussion of hierarchy as a source of order.
Q143. Wordsmith this opening sentence:
I will discuss some of the concepts discussed by Erving Goffman in his book The Presentation of Self in Everyday Life, which he elaborates face to face interactions, and the different roles that everyone takes in presenting themselves.
Q407. Weber's definition, please:
power
legitimacy
authority
Q67. Work through the first half of chapter 7 of the NodeXL book using the senate data.
Let's see if we can find some structure within either or both of the parties. The last exercise the text book suggests — changing the edge filtering threshold (basically eliminating edges below some threshold so that we only count it as a similarity edge if, say, two senators vote together 75% of the time) — let's us see some variation.
But what if we look only at Republican-Republican edges?
=VLOOKUP([@[Vertex 1]],Vertices[[Vertex]:[Party]],28)&"-"&VLOOKUP([@[Vertex 2]],Vertices[[Vertex]:[Party]],28)
Q175. Consider this data on the thresholds in a population. Draw a frequency histogram and cumulative frequency diagram. Plot the cumulative distribution on a chart with a 45 degree line.

Q180. Which of the cumulative frequency distributions below corresponds to this frequency distribution

A. ![]() |
B. ![]() |
C. ![]() |
D. ![]() |
E. ![]() |
Q462. Sketch a logic model for buying a house.
Q342. With which theorists do we associate this diagram? Explain what it means in the context of their work.

Q308. Take a basic thematic map of Oakland, set up a print composer, and add graticule and customize annotations.
Q45.
Essay Question
The thinkers and theories we have briefly visited have taken a number of basic starting points: people basically good, bad, mixed; people never change; a small defect defines the entire person; biology is destiny. What’s your take on human nature? What kind of a thing is a person for the purposes of thinking about social control? Which readings or thinkers do you feel you line up with? Which ones do you seem to reject?
Q284. What are "map tiles"? Where do we encounter them? How do they work?
Q274. Fill in the names of the "districts" in Oakland.
Q152. Translate this description into a state diagram. A population consists of people who play it safe, and daredevils. From year to year, most (97%) safe-players stay that way, but 2% turn into daredevils. About 1% of the safe-players die each year. By contrast, 10% of daredevils die each year and another 10%, seeing that, switch to playing it safe. All the other daredevils stick with the program.
Label each of the states in as transient or absorbing.
Q451. If the phenomenon described by Centola et al. is common, what are the implications for Schelling's critical mass and tipping models?
Q466. A state agency is considering a childcare subsidy that would facilitate single parents attainment of college degrees. The benefit would cost $10k per recipient per year for four years. The expectation is that individuals with a college degree will earn more than individuals without a college degree. This means that they generate more revenue in the form of income tax. They are also less likely to require government assistance of various kinds — call this amount A. Assume current rules limit us to a ten year time horizon. Assume the average salary difference between non-college grads and college grads is D (but get the real info here) and that the marginal tax rate can be found here. Assume a 5% discount rate. For the purposes of this problem, we will ignore inflation.
Q94. Assuming you are self-interested, what makes more sense: buy a $1.00 lottery ticket with a 1 in five million chance of winning a million dollars, buying a twenty dollar raffle ticket for a local fundraiser with a 1 in 2500 chance of winning a $500 jackpot, or playing a $1 stake game of rock-scissors-paper with the person next to you.
Q183. In the election between candidate A and candidate B, for voter X it comes down to what the candidate will do for the elderly. The election is a toss-up and it may well come down to X's vote. Research indicates that candidate A is quite likely (75% chance) to do 4 things for the elderly but may only end up doing one thing (25% chance). Candidate B, on the other hand, is very unlikely to do 4 things (10%) but is 90% likely to do 2 things. For whom should X vote if this is the deciding issue.
15. Write a few paragraphs (< 400 words) explaining what makes these two situations a pair.
By the late 1630s and 1640s the population of Massachusetts Bay was no longer just the original “true believer” settlers. Some of the disputes that arose at this time were around the question of who is “really” a Puritan, whether people who aren’t “saved” should be voting members and so on.
and
“Political correctness” became an issue in the 1980s and 1990s ten to twenty years after the major social value shifts which occurred in the late 1960s around issues of race, gender, and politics. People became increasingly concerned about appearing to be on the right side of various debates even when they didn’t wholeheartedly agree with a given position.
Q229. Bob builds tool sheds. He uses 10 sheets of dry wall and 15 studs for a small shed and 15 sheets of dry wall and 45 studs for a large shed. He has available 60 sheets of dry wall and 135 studs. If Bob makes $390 profit on a small shed and $520 on a large shed, how many of each type of building should Bob build to maximize his profit? (From solution here)
Q254. Just based on reasoning, explain the relation among relatedness, cost of cooperation, and benefit of cooperation in kin selection as a mechanism for achieving cooperation in the face of prisoner's dilemma scenarios.
Q216. Explicate and comment:
But man has almost constant occasion for the help of his brethern, and it is in vain for him to expect it from their benevolence only. He will be more likley to prevail if he can interest their self-love in his favor, and show them that it is for their own advantage to do for him what he requires of them. Whoever offers to another a bargain of any kind, proposes to do this. Give me that which I want, and you shall have this which you want, is the meaning of every such offer; and it is in this manner that we obtain from one another the far greater part of those offices which we stand in need of. It is not from the benevolence of the butcher, the brewer, or the baker that we expect our dinner, but from their regard to their own interest. We address ourselves, not to their humanity but to their self-love, and never talk to them of our own necessities but of their advantages (Smith 1776: 172.5).
Q403. In the excerpt from "The Origin of the State," Engels discusses the role of universal suffrage in the contemporary state. What role does he see the proletariat playing initially in this context? What trajectory does he suggest as the history unfolds?
Q75. Sketch a flowchart that represents this bit of logic: “If you can get a direct flight for under $1500 take it unless it leaves from SFO before 9 am. Otherwise, see if anything is available on frequent flier miles no matter what the routing. If you can’t find anything, use Expedia to find the cheapest flight out of OAK.”
Q476. This is one of a series of problems (469, 470, 471, 472, 473, 474, 475, 477, 478) relating to the same fictional case: The community of Ourville which is considering some options for creating parks to enhance the quality of life of local residents. The amounts are expressed in simple numbers – e.g., $100 – which you can assume to be referring to realistic amounts – e.g., hundreds of thousands.
The Ourville Alliance, a neighborhood group whose members include several MPPs, likes decision trees. And they think the benefits of the different park options are not certain. In fact, they think that Option A has a 75% chance of a net benefit of 60 and a 25% chance of being a bust and having a net benefit of only 20. By comparison, Option B has a 90% chance of having a net benefit of 50 and a 10% chance of a net benefit of only 10. Sketch in details, labels, etc. on this decision tree as necessary. What do you recommend and why?

Q151. A cinema has a marquee with lots and lots of light bulbs. In any given week 1% of the light bulbs burn out. Unfortunately, between being busy and being sloppy, replacement is a little bit sporadic. Of all the bulbs that are burnt out, about 95% get replaced each week. Draw the state diagram for this system.
Q79. Use stepwise refinement to create a flow chart for this set of instructions: Do A and then B. If C, then while E do F and after that do G, otherwise do H. Do I.
Q385. Explain the following words, terms, phrases found in Engels' "The Origin of the State" excerpt.
gentile constitution (99.3):
plebs (99.4):
mark constitution (99.5)
bondsmen (101.2)
joint-stock company (101.5)
universal suffrage (102.1)
Bonapartism (101.3)
proletariat (101.3)
Prussian Junkers (101.4)
Q41. TEXT
Q108. You are a small non-profit. Your sole funder says that each year it will double what you have as your balance at the end of the year. Each year you project spending 20,000 for programs. Ignore interest. Write difference equations describing your balance (B).
What special situations can you imagine we might get into? What, for example, happens if B0=$32,000? What happens if it is 50,000? 40,000?
Q432. At 240.5 Durkheim talks about social classification (by which he means the way people are sorted into different roles/occupations/classes in society) and about what the basis of these are (and how we accept them or take them for granted - note that this is what Goffman was talking about too in "The Arrangement Between the Sexes.") Why should (or how can) people be content with their lot in life when they are aware that the lots people have are vastly unequal?
Q355. Explain what Marx means by "It is not consciousness that determines life, but life that determines consciousness" (47.7).
Q119. Mills public policy program recruits R new students each fall. In the spring 0.0G (i.e., G%) students graduate. At the end of a typical year 0.0L (i.e., L%) of active students leave for personal or other reasons. Express the current student population, P, in terms of these figures.
Q460. Modify this as you like so it refers to a trip project you might plan with family or friends.
We are proposing an inexpensive family trip from Charleston, South Carolina, to Des Moines, Iowa, to visit relatives during December school holidays. The seasonal trip we dream of taking from Charleston to Des Moines is the “program.” Basic assumptions about our trip “program” are:
- We want to visit relatives between 12/10/00 and 1/5/01 while the children are out of school.
- We will fly from South Carolina to Iowa because it takes less time than driving and because frequent flier (FF) miles are available.
- Using frequent flier miles will reduce travel costs.
We have to determine the factors influencing our trip, including necessary resources, such as, the number of family members, scheduled vacation time, the number of frequent flier miles we have, round trip air reservations for each family member, and transportation to and from our home to the airport. The activities necessary to make this happen are the creation of our own family holiday schedule, securing our Iowa relative’s schedule, garnering air line information and reservations and planning for transportation to and from the airport.
Q435. Discuss: Durkheim talks about how society gets us to "accept our lot"; Marx and Engels talk about false consciousness and ideology (we buy into our oppression) and religion as "opiate of the masses"; Weber gave us the notion of legitimate authority. Points of similarity and difference?
Q76. Sketch a flowchart that represents this bit of logic: If I have anything that is due tomorrow then if I am acing the class already and if I have some money I’ll go out drinking by myself (since all my friends will be busy), but if I don’t have any money I’ll stay home and watch reruns on cable. If, on the other hand, I’m not acing this class, I’ll stay home and study. If I don’t have anything due tomorrow, then if I have some money I’ll see if some friends are around and if so I’ll party with them. Otherwise, I’ll drink alone. If I don’ t have any money I’ll just stay home and watch reruns on cable.
Q408. Show what you know about Willis' lads' world by doing a compare and contrast with a contemporary phenomenon like "gutter punk."
Q12. Erikson writes “…the very expression ‘he is a thief’ or ‘he is an addict’ seems to provide at once a description of his position in society and a profile of his character.” How is this relevant for understanding one of the main points of the Rosenhan article?
Q480. Convert the data recorded on the cards below into a cases by variables table.

Q177. Which of the cumulative frequency distributions below corresponds to this frequency distribution

A. ![]() |
B. ![]() |
C. ![]() |
D. ![]() |
E. ![]() |
Q235. Schelling’s piece, “Micromotives, Macrobehaviors,” is included because it demonstrates some specific conditions under which market interactions may lead to coordination but not cooperation. What are his two examples and what are the conditions that can affect whether market interactions lead to cooperation? Explain the role they play, perhaps using our class chairs and offices simulation as a point of reference, in limiting the optimism of Smith and Hayek for markets as a source of social order.
Q363. Demonstrate your understanding of Weber's typology of social action in the context of this course by explaining this diagram.

Q282. Explain these acronyms: BG, CT, XML, CRAP
Q81. Is a picture worth 548 words? Convert the Rock County, Wisconsin "Drug Court Flow Chart" from text form to diagram form.
- District Attorney and Defense Attorney present to Judge in assigned Criminal Court a completed Rock County Drug Court Contract and a copy of the defendant’s criminal history (either NCIC Report or CCAP Record of Convictions).
- Criminal Court Judge determines the defendant may be eligible for Drug Court so the matter is continued for two (2) weeks before the same court. Judge orders defendant to attend an initial screening at the offices of the Rock County Community RECAP Program, 303 W. Court Street, Janesville, WI on the following Tuesday.
- Court Attendant for the Criminal Court will then immediately photocopy the completed Drug Court Contract, the defendant’s criminal record (either NCIC or CCAP), and the criminal complaint in the present matter and place them in an envelope and put it in the mailbox of the Community RECAP Program that is located in the Courthouse mailroom.
- The Court Attendant will daily FAX a list of the defendants referred the Community RECAP Program, providing the defendant’s name, date of birth, and case number. This will be FAXed daily to (608)743-1759 to provide that office with a list of the defendants they should expect the following Tuesday for the initial screening.
- Upon completion of the initial screening the Community RECAP office will FAX to the Criminal Court a document indicating the completion of the initial screening and whether the defendant is qualified for the Drug Court. If the defendant is eligible, the Community RECAP office will provide the defendant with an appointment date (scheduled after his next scheduled return to the Criminal court) for completion of the intake process and to complete a full assessment of the defendants needs. The defendant will also be scheduled with an initial date for first appearance at Drug Court. This information will also be contained in the FAX sent to the Criminal court.
- After the initial screening, the defendant returns to the Criminal Court. If the Community RECAP FAX (from #5 above) has been received by the court and it indicates that the defendant is eligible for the Drug Court, then the Criminal Court will take the plea to the original charge but will withhold a finding of guilt. The Court will then order the clerk to place the file in status “Deferred Pending”, continue bond and order the defendant to the Drug Court appearance indicated on that FAX.
- The Court Attendant will then photocopy the following documents, place them in an envelope, and forward them to Judge John Roethe of the Drug Court as these documents will constitute the Drug Court file:
- Criminal complaint,
- Completed Drug Court Contract,
- NCIC or CCAP criminal history of the defendant,
- Community RECAP Program FAX indicating the completion of the initial screening and initial date for first appearance before the Drug Court.
- The matter will not return to the Criminal Court until the defendant either successfully completes the program or is removed from the program. If the defendant successfully completed the program the court will implement the agreement outlined in the Drug Court Contract. If for any reason the defendant fails to complete the program the defendant’s original plea will be perfected the entry of a finding of guilt and the matter will proceed to sentencing on the original charge.
Q199. In the November 2012 general elections some sitting members of congress and the senate failed in their re-election effort and some opted not to run for re-election. After the election we describe those who are still in office but won't be in January as "lame ducks." Drawing on theoretical ideas and empirical ideas in the work of Robert Axelrod, make some predictions of how the dynamics of voting and deal making might be different during a lame duck session.
Q226. "You have $12,000 to invest, and three different funds from which to choose. The municipal bond fund has a 7% return, the local bank's CDs have an 8% return, and the high-risk account has an expected (hoped-for) 12% return. To minimize risk, you decide not to invest any more than $2,000 in the high-risk account. For tax reasons, you need to invest at least three times as much in the municipal bonds as in the bank CDs. Assuming the year-end yields are as expected, what are the optimal investment amounts?" (From PurpleMath.com)
Q113. Sketch a causal loop diagram for this system (be sure to label each link and the overall loop). Comment on the long term equilibrium of this system.
- Being happy…
- …makes you to smile…
- …makes people approach you…
- …makes you feel social…
- …makes you happy…
Q337. In "Genesis and Development of a Scientific Fact" Ludwik Fleck starts out with the bold statement that "cognition is the most socially-conditioned activity…." Why is this a bold statement? What conventional assumption is he contradicting at the outset?
Q115. There are no births in a Shaker community, only R recruits per year. The death rate is d. What is the difference equation that describes this situation?
Q38. Homophily Problems
Q192. A student wants to maximize her GPA. Three of her courses are required 3 credit courses and she estimates she will get a B in each. She has a choice between an easier 3 credit course that she can definitely get an A in and a slightly harder 4 credit course in which she expects a B+. What will she do?
Q233. Hobbes sees social order as impossible without hierarchy. Address both the question of coordination and cooperation (to see the cooperation here, we might think about Adam Smith’s notion of bartering as a means by which two actors can both get what they want) as you explain how Hobbes gets from his assumptions about human nature to the need for a “Leviathan” if human-kind is to achieve social order.
Hobbes, from "Leviathan"
“So that in the first place I put for a general inclination of all mankind a perpetual and restless desire of power after power, that ceaseth only in death. And the cause of this is not always that a man hopes for a more intensive delight than he has already attained to, or that he cannot be content with a moderate power; but because he cannot assure the power and means to live well which he hath present, without the acquisition of more” (89).
“Hereby it is manifest that, during the time men live without a common power to keep them all in awe, they are in that condition which is called war, and such a war as is of every man against every man” (93).
“In such condition there is no place for industry, because the fruit thereof is uncertain, and consequently no culture of the earth, no navigation nor use of the commodities that may be imported by sea, no commodious building, no instruments of moving and removing such things as require much force, no knowledge of the face of the earth; no account of time, no arts, no letters, no society, and, which is worst of all, continual fear and danger of violent death, and the life of man solitary, poor, nasty, brutish, and short” (93-4).
“If a covenant be made wherein neither of the parties perform presently but trust one another, in the condition of mere nature, which is a condition of war of every man against every man, upon any reasonable suspicion, it is void; but, if there be a common power set over them both with right and force sufficient to compel performance, it is not void” (97).
Q438. Consult the text at 243.9ff : "Reality seems valueless by comparison with the dreams of fevered imaginations; reality is therefore abandoned, but so is possibility abandoned when it in turn becomes reality. A thirst arises for novelties…." Use Durkheim to say something about advertising - for products, for body images, etc.
Q48. Convert the information below - data on four organizations, listing the members of their boards of directors - into a network data format and then use a network visualization program to show the 2 mode network laid out nicely with nodes labeled.
| Acme Association | Boothwyn Foundation | The Cannalo Organization | Dynamic Educational Consulting |
|---|---|---|---|
| Allen | Allen | Barb | Chris |
| Barb | Ethan | Chris | Dante |
| Chris | Fran | Ethan | Ethan |
| Dante | Gent | Fran | Kelly |
| Harri | Ishtar | Lori | |
| Jack | Miguel |
Q293. Identify the counties in the greater Bay Area.
Q327. Our agency provides three types of client service: A, B, and C. And we have 3 kinds of staff: X, Y, and Z.
Each type A service requires 3 hours of an X staff member's time and 1 hour of a Y. Type B requires 2 X, 1 Y, and 3 Z hours. And type C requires 1 X, 3 Y, and 2 Z.
Currently we have 2 X, 1 Y and 1 Z on staff. We pay X's $25 per hour, Ys get $30 and Zs get $40. Assume everyone works a 35 hour week. At 35 hours per week our labor costs are 4200.
Revenue from type A service is $100, B is $200, and C is $300.
Regulations require that we serve at least 5 of each client type each week and that we serve at total of at least 21 clients each week.
What client mix will allow us to maximize revenue?
Q131. Draw a causal loop diagram that illustrates the process of feeling hungry, eating, becoming satisfied, stopping, getting hungry again.
Q374. "Social order triumphs over the state of nature by coercion…." Attribute and explain.
Q315. Identify and describe. What does it show? Who made it? When was it made?
Q246. What's wrong with this flow chart? How would you fix it?

Q340. Explain sociological wholism (vs. methodological reductionism) and sociological realism (vs. nominalism)
Q140. Identify and fix the main problem in the following passages.
In which an actor has the ability to choose his stage and props, as well as the costume he would wear in front of his audience (p.22-24).
I believe by using the above example is an illustration of the “front” by describing the clinic as the social setting and the lobby as the stage for the performers.
Q188. "Women's issues" have been talked about a lot in the 2012 presidential campaigns. One issue has been the hiring of women in leadership positions in society. Draw a causal loop diagram to represent the following relationships.
The more "gender bias" the fewer qualified women there will be.
More qualified women means more women in positions of power.
The more women in power, the less "gender bias" in society.
Assuming we start with social bias and not many women in positions of power, how is this system likely to behave?
Now let's modify things a bit. Let's suppose we solve the "supply" problem and break the link between bias and the number of qualified women and that the latter grows significantly. We change our model slightly:
Societal bias produces social blindness to existence of qualified women.
This social blindness means fewer women will be in the pool that is considered for positions of power.
The fewer women in the pool, the fewer end up in positions of power.
And, as before, the more (fewer) women in power, the less (more) "gender bias" in society.
Draw this causal model.
Now let's add another causal relation: the fewer women in positions of power, the more NGOs emerge to promote women's participation in government, etc. The NGOs hit on a strategy called that the men in power call "binders of women" — whereby they do the legwork needed to show the men the qualified women that their bias made them blind to.
Add the NGOs and the binders to our causal model. Identify a balancing loop that might portend the achievement of improved gender diversity in positions of power.
Q429. Briefly explain Freud's theory of where guilt comes from.
Q84. If the weather is nice, plant a garden. Otherwise paint the office. For the garden, make a decision between flowers and vegetables. If you go for vegetables, buy compost, seeds, and stakes; till the soil, and hook up the irrigation. If it's flowers this year, go to the garden store and if they have 4 inch plants buy enough for the plot and plant them. If they don't then get flats of smaller plants and bring them home and let them get acclimated for a week and then plant them next week. To till the soil, if the ox is healthy, do it with the animal plow, otherwise get out the rototiller.
Q352. Explain what Hedstrom ("Dissecting the Social") meant when he said "differences in some social states or events are considered explained if the decomposition eliminates them" (13.8)?
Q443. Define:
supra-physical (234.5)
raison d'être (234.7)
(instinct) acquits (itself) (234.8)
(collective) asthenia (236.2)
Q168. Suppose we have a diffusion process in which susceptibles who are in contact with an infected in a given time period have a 50% chance of becoming infected in the next time period. Now play the “game” again except this time flip a coin each time (or use a random number chart for probabilities other than 50:50) to see whether neighbors become infected or not. Note: You might not want to play all the way out to time period 5! On the grids below color in squares to indicate what happens over the first six time periods beginning with one infected. Then fill in the table and chart the data.



Q80. If A: until B do C and then, do D if E, otherwise do F while G. Otherwise if H, then if I do J else do K. Do L.
Q247. What's wrong with this flow chart? How would you fix it?

Q251. Suppose the (time) cost of waiting behind someone with a big shopping cart in the super market checkout line is 10 minutes while the time behind someone with a very few items is 2 minutes. Consider three cities, A, B, and C. Suppose the probability of running into someone again soon in the grocery store is 0.1, 0.2, and 0.4 in cities A, B, and C, respectively. What do we predict? Which "path to cooperation" does this illustrate?
Q189. Our campaign wants to hold a giant rally the Sunday before the election. Many voters are fired up, many are tired. Some think we can win, others not so sure. Suppose the ready-to-jump-on-the-bandwagon threshold distribution is shown below. The numbers here mean how many people are willing to come to the rally given different levels of expected participation.
Analyze this information and describe the direction our organizing strategy should go. What should we expect? How much intervention could produce how much of a desired result. Assume that our current research suggests about 40 people are currently planning on going to next week's event.
| Threshold | Count |
|---|---|
| 0 | 12 |
| 10 | 3 |
| 20 | 4 |
| 30 | 5 |
| 40 | 6 |
| 50 | 9 |
| 60 | 13 |
| 70 | 17 |
| 80 | 19 |
| 90 | 6 |
| 100 | 0 |
Q61. Donald Black wrote of two ways that social control can be a variable. Answer three questions about this:
- In what sense can SC be a variable? What does that mean?
- What kinds of questions do we ask when we look at social control as an independent variable?
- What kinds of questions do we ask when we look at social control as a DEPENDENT variable?
Q263. Explain/illustrate the idea of 1+1=3.
Q459. What, to your mind, was the best article of the course - the one you really understood or that really clicked for you or that you've taken to explaining to friends and family it's so awesome. Describe it in a manner that shows the depth of your understanding.
Q31. Demonstrate basic familiarity with email, wikis, Twitter, Facebook, newsgroups, listserves.
Q353. In "Dissecting the Social," Hedstrom suggests that "a statistical analysis is a test of an explanation, not the explanation itself" (13.9). Explain this distinction.
Q174. Consider this data on the thresholds in a population. Draw a frequency histogram and cumulative frequency diagram. How does this system behave when the expected number is 10? 20? 50? 60? 90?

Q111. Let's say we have a 2 year graduate program. The first year class is growing at a rapid rate 5% per year. Between the first and second years, 25% of the students change their minds or get jobs and leave the program. Among the second years, 10% leave before graduation. The program currently has 20 first year and 12 second year. Write difference equations to describe population in future years.
Q218. Explicate and comment:
The result was another victory for TIT FOR TAT! The analysis of the data from these tournaments reveals four properties which tend to make a decision rule successful: avoidance of unnecessary conflict by cooperating as long as the other player does, provocability in the face of an uncalled for defection by the other, forgiveness after responding to a provocation, and clarity of behavior so that the other player can adapt to your pattern of action.
These results from the tournaments demonstrate that under suitable conditions, cooperation can indeed emerge in a world of egoists without central authority (Axelrod 1984: 184.5).
Q259. What are the 5+2 means of achieving cooperation in the face of structural arrangements that "mandate" non-cooperation in human relationships?
Q100. How much would you be willing to pay for a forecast that would resolve the contingency in problem 95?
Q416. Explain what we mean by distinguishing a one-shot PD from an iterated PD and why this is important.
Q206. Suppose the agents in a population have four behaviors - W, X, Y, Z - and that each behavior is either present or absent. Further suppose that there is some pressure toward consistency such that having a "don't do" behavior next to a "do do" behavior is uncomfortable and so agents have some internal urge to change their behavior to be more consistent.
Let's say that a behavior that is the only one of its type (a 0 among three 1s, for example) has a 50 percent chance of switching to make the set fully consistent. Each behavior that's one of an even split (e.g., a 0 in a 0011 agent) has a 10% chance of switching. We can put it this way: there is a 10% chance the first behavior changes, 10% the second, etc. and 60% chance no change happens.
Use the two random number table below to work out the next state n the grid below, determine the probability of interaction between each pair of neighbors (assume no diagonal interaction for now). For 50% chance use "random number above 50 = change, below 50 = stay." For the 10% chances, 0<10 is change first, 10<20 change 2, etc.
| 69 | 72 | 43 | 97 | 87 |
| 37 | 86 | 35 | 23 | 41 |
| 88 | 36 | 94 | 60 | 60 |
| 84 | 26 | 3 | 87 | 12 |
| 8 | 10 | 56 | 52 | 29 |
| 26 | 5 | 30 | 15 | 58 |
| 95 | 3 | 95 | 18 | 69 |
| 71 | 42 | 55 | 64 | 21 |
| 68 | 75 | 90 | 19 | 64 |
| 75 | 13 | 77 | 1 | 89 |
| A 1110 |
B 1010 |
C 0010 |
D 1001 |
| E 0000 |
F 1111 |
G 1001 |
H 1011 |
Q400. Willis' Learning to Labour is often cited as an example of the social science concept of the "reproduction of social class." Explain what that phrase means to you after reading the excerpt from Willis' book.
Q27. Consider the imaginary bibliographies shown below for 7 classic works of sociology.
- Aron, Raymond. 1967. Les Étapes de la pensée sociologique
- Bourdieu, Pierre. 1972. Esquisse d'une théorie de la pratique, précédé de trois études d'ethnologie kabyle (Outline of a Theory of Practice)
- Crozier, Michel. 1964. The Bureaucratic Phenomenon
- Durkheim, Emile. 1912. Elementary Forms of the Religious Life
- Erikson, Kai. 1967. Wayward Puritans
- Frazier, E. Franklin. 1955. Bourgeoisie noire
- Geiger, Theodore. 1963. Demokratie ohne Dogma: Die Gesellschaft zwischen Pathos und Niichternheit.
|
Aron 1967 Crozier |
Bourdieu 1972 Aron |
Crozier 1964 Durkheim |
Durkheim 1912 |
Erikson 1967 Aron |
Frazier 1955 Durkheim |
Geiger 1963 Durkheim |
(a) Sketch the directed network of citations.
(b) For each pair of authors count up how many times they cite the same other author.
(c) Next, for each pair of authors, count how many books cite both of them. For example, Crozier and Durkheim are cited by Aron, Bourdieu, and Erikson so the count would be 3.
Q160. Comment on and improve upon the following text explication
| Text | Explication |
|---|---|
| In ‘Genesis and the Development of a Scientific Fact’, Fleck refers to language as a key form of interaction. He writes, “Thoughts pass from one individual to another, each time a little transformed, for each individual can attach to them somewhat different associations” (55). | That is, thoughts that are submitted through language can inspire new and different meanings once shared through spoken word. |
Q55. Consider this adjacency matrix. Following standard conventions, calculate in- and out-degree for each vertex.
| A | B | C | D | E | |
| A | - | 0 | 1 | 0 | 1 |
| B | 0 | - | 0 | 1 | 1 |
| C | 0 | 1 | - | 1 | 1 |
| D | 0 | 0 | 1 | - | 0 |
| E | 0 | 1 | 1 | 1 | - |
Q228. A school is preparing a trip for 400 students. The company who is providing the transportation has 10 buses of 50 seats each and 8 buses of 40 seats, but only has 9 drivers available. The rental cost for a large bus is $800 and $600 for the small bus. Calculate how many buses of each type should be used for the trip for the least possible cost. (From VITutor)
Q314. Show how to set snapping options to make vertex matching while drawing polygons by hand easier.
Q10. It is plausible to assume that the higher the ticket for speeding the fewer people will speed (assuming, for the moment, that there is a fixed likelihood of getting caught). Suppose the following curve represents how we expect drivers react (in the aggregate) to the size of speeding tickets.

Which point (A, B, C, D) on the graph reflects the fact that some people will take their chances and speed no matter how high the fines are?
Which point (A, B, C, D) on the graph reflects the fact that some people will observe the speed limit even if there are no tickets for speeding? A B C D
Which has a greater “payoff” in terms of increased compliance: raising the fines from nothing to $25 or raising fines from $125 to $150??
If we think of fines as a sort of utilitarian control, what % of people, according to this model, are "sensitive" or respond to this type of control? 0% 20% 60% 80%
What kind of social control would seem to be at work for the first 20% of the drivers?| coercive | utilitarian | normative | organizational | panopticism |
Q239. I need to take a certification exam this year. The exam cost is $200. There is a prep course for the exam, but I don't know if I need it or not. It costs $300 and if one takes it, one is certain to pass the exam. If I do not take the prep course there is a 50% chance of passing and a 50% chance of failing in which case I'd have to take the prep course anyway and then retake the test (total cost = prep course + twice the exam fee). Should I take the prep course??
Q290. What kind of map is this and what is it used for?
Q324. You are the board chairperson of a small non-profit and you are hiring new executive director. It has come down to two candidates, one rather plain vanilla and, frankly, a bit boring, but rock solid, and the other quite exciting and edgy. After all the interviews and due diligence, you and your board estimate that that with the boring candidate there is a 94% likelihood that she'll be OK, a 5% chance that she'll be amazing, and a 1% chance that she'll be a disaster. You estimate the "value" of OK to be 25, the value of amazing to be 100 and the value of disaster to be -100.
(A) What is the expected value of hiring the boring candidate?
The board estimates that there is a 60% chance that the edgy candidate is amazing and a 40% chance she will be a disaster.
(B) What is the expected value of hiring the edgy candidate? Other things being equal, what is the best decision here?
A consultant friend of your tells you about a personality test that you can administer to job candidates that helps distinguish between those likely to be amazing and those likely to be a disaster.
(C) With the above assumptions, how much would it be worth to have this test to use on your edgy candidate (the test would tell you for sure whether this particular edgy person is the amazing or the disaster type)?
But suppose it's not a perfect test, but it's pretty good. It turns out that with candidates who really are amazing it gets it right about 75% of the time. With those who are actually disasters waiting to happen, it gets that right 90% of the time.
(D) If the test were administered to our edgy candidate and she passed, how likely is it that she'd be amazing? And if she failed, how likely she was actually a disaster?
(E) How much would we be willing to pay for the imperfect test?
Q195. Complete or paraphrase the passage that begins "It is not from the beneficence of the baker…." Who said it? In what context? What does it mean?
Q142. Improve this sentence from a paper on Goffman
Many things can create a distraction during a performance, which is an example of maintenance of expressive control.
0007. Blank
Q448. Why is the Tocqueville selection in the "groups as a source of social order" section of the text?
Q420. Explain why Paul Willis' "Learning to Labour" was a reading in the hierarchy section of this course.
Q384. Hobbes suggests that in a state of "warre" "there is no place for Industry…no culture…no Navigation…no commodious Building…no Knowledge…." (93.9). Explain how this can be translated as "none of the benefits of cooperation."
Q91. Sketch flow chart that captures logic of the following process.
Organization consists of intake personnel, counselors, followup social workers, and clerical staff.
When a new client contacts the organization intake personnel determine which of four types of case it is by asking two questions. If a client is returning having already been "typed" she is sent to the appropriate waiting room. Types 1 and 3 are referred to counselor A, type 2 to counselor B, type 4 to counselor C.
Client goes to waiting room until counselor is free. Sessions take 1 hour so the wait can be long. If more than one person waiting client is advised to go away and come back later.
In session, if the client is over 18 they get treatment protocol 1 otherwise they get treatment protocol 2.
Q410. Show what you know about Schelling's "micromotives macrobehavior" models by explaining this diagram.

Q117. The Westtown School committee is more generous. It agrees to a 5.5% cost-of-living increase per year, plus a one time only $200 adjustment for past sins of omission. Express this as a difference equation.
Q99. We want to apply for a home equity line of credit. The bank says it has to know what your house is worth (It has to be worth a certain amount over what we still owe on the mortgage to get a loan at a good rate). A loan at a bad rate will cost $10,000 more than a loan at a good rate. We think there is a 60:40 chance that our house is in fact worth enough to get a good rate. We have a choice between a cheap appraisal ($100) and an expensive appraisal ($1000). A cheap appraisal, we have learned, has a 40% chance of correctly valuing a property. An expensive appraisal is right 70% of the time. Draw a decision tree that will help us figure out what to do.
Q56.
- Go to NameGenWeb and select output in the form of a GraphML file. You may have to sign into to Facebook to make this work. When the program comes back and says "Thank you for waiting. Your network is now available" you can click and save or right click the link and save the file (to a directory where you will be doing your work). If you click the button you will see a .graphml.XML file that looks like this which you can Save as…:
<graphml xmlns="http://graphml.graphdrawing.org/xmlns" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://graphml.graphdrawing.org/xmlns http://graphml.graphdrawing.org/xmlns/1.0/graphml.xsd">
<key id="uid" for="node" attr.name="uid" attr.type="double"/>
<key id="sex" for="node" attr.name="sex" attr.type="string"/>
<key id="pic" for="node" attr.name="pic" attr.type="string"/>
<graph id="G" edgedefault="undirected">
<node id="name of a friend">
<data key="uid">219655</data>
<data key="sex">female</data>
<data key="pic">http://profile.ak.fbcdn.net/hprofile-ak-snc4/174207_219655_1563807427_s.jpg</data>
</node>
etc.
- If you right click you will save a .graphml file. Either file can be opened by NodeXL using File>Import GraphML file…
- In the Vertices worksheet, set the shape to 3 (disk). Double-click lower right corner of cell to auto-fill down.
- Use Graph Metrics to compute all metrics except In- and Out-degree.
- Use Autofill Columns to set vertex size to degree. Adjust sizes in Autofill Columns > Vertex Size Options as you like.
- Use Groups>Find Clusters (Girvan-Newman) to create groups of vertices.
- Under Layout Options (in Graph window at bottom of layout selection pull-down) select "Layout each of the graphs groups in its own box and …"
- For layout type try Harel-Koren1
- Use Dynamic filters to drop "leaves" or "pendants" by setting degree to greater than or equal to 2
- To figure out what your clusters are, click on sample nodes. NodeXL will highlight rows in the vertices worksheet.
- Click on Graph Metrics>Average Overall Metrics. Look on the Overall Metrics worksheet to find
- Number of connected components
- Number of single vertex components
- Maximum geodesic distance
- Average geodesic distance (the "degrees of separation" in your ego network)
- How many nodes does your network have? How many edges? What is the number of possible edges? What is the ratio of actual edges to possible edges? How does this compare to the graph density calculated by NodeXL?
See Also
[http://grupsderecerca.uab.cat/egolab/sites/grupsderecerca.uab.cat.egolab/files/Beagephi.pdf]
Q305. Open properties dialog for a vector layer and explain briefly what the Styles, Labels, Fields, Metadata, and Joins tabs are for.
Q389. Explain what Weber means by traditional authority.
Q157. Sketch the transition matrix that corresponds to the following diagram

Q101. If the farmer plants early and the spring is warm, she can get a 20% increase in her harvest. But if she plants early and there's a late frost she can lose 50% of her harvest. Historically, these late frosts happen one year in four (25% of the time). Use a decision tree to determine how much she would be willing to invest in a perfect forecast.
Q409. Is punk rock anti-hierarchical? Or is there a Willis-ian way in which it reproduces the hierarchy it loathes? Does this dynamic track with Weber's notion of "voluntary submission"?

Q42. Data Collection Problem
- Seeing two mode networks (when do we encounter these in the reading?)
- Grab some data from an online source.
- Use NodeXL to grab some automatically.
- Class exercise on CSS.
Q362. The theorists whose work was included in the section on individuals and social order each suggest mechanisms for how shared meaning happens through actual social interaction. Describe how each thinker is saying that the picture below is NOT how it happens - that is, we don't just magically have a bunch of social/cultural content in our heads; it gets there through a process, there's a mechanism that we can describe.
If it's later in the course, relate this to life in groups - how is this social content connected to ideas on internalization and socialization of group members?

Q43. Based on your reading of Erikson, Becker, et al., write a short essay addressing one of the following.
- A 50 year old social scientist says "when I was in college, there was no date rape." Explain what a sociologist would mean by this.
- Consider the comments below about the experience of a patient in a mental hospital.
- Is the medical clarification of heretofore "invisible" disabilities an unqualified good?
Q217. Sociologists and anthropologists gripe endlessly about rational actor models, failing, over and over again, to understand that they are MODELS, not descriptions. Explicate and comment on this passage to show that you understand what the value of a model like prisoner's dilemma is for social theory.
The Cooperation Theory that is presented…is based upon an investigation of individuals who pursue their own self-interest without the aid of a central authority to force them to cooperate with each other. The reason for assuming self-interest is that it allows an examination of the difficult case in which cooperation is not completely based upon a concern for others or upon the welfare of the group as a whole. It must, however, be stressed that this assumption is actually much less restrictive than it appears. … So the assumption of self interest is really just an assumption that concern for others does not completely solve the problem of when to cooperate with them and when not to (Axelrod 1984: 177.2).
Q366. A storyboard is a technique for graphically organizing the telling of a story. Think about how you would explain Mead's theory of the social self as a theory of how the human individual is a vehicle for the generation of social order. Imagine how you would represent the theory visually and how you would explain it textually.

Q285. Name a few suppliers of map tiles.
Q474. This is one of a series of problems (469, 470, 471, 472, 473, 475, 476, 477, 478) relating to the same fictional case: The community of Ourville which is considering some options for creating parks to enhance the quality of life of local residents. The amounts are expressed in simple numbers – e.g., $100 – which you can assume to be referring to realistic amounts – e.g., hundreds of thousands.
The mayor of Ourville wants a more detailed analysis on option A. Apparently, the park could range in size from the very small to the very large. Budget concerns are not an issue for now. Examine the information below. What do you recommend and why? For example: What type of problem is this? What is the fundamental rule? How big should the park be?

Q336. What does Ludwick Fleck mean by a "thought collective"?
Q311. Show that you know your way around how QGIS lets you create a new vector layer of polygons, points, or lines.
Q65. Consider the document, "Plagiarism: Deterrence, Detection and Prevention" (a teaching manual for economics and business) by Jeremy B. Williams as an artifact. How would you classify the strategies for plagiarism prevention that it describes?
Q349. Language is the paramount example of a SOCIAL phenomenon - the "code system" of language exists in our collective, shared consciousness and anyone who wishes to communicate has to participate in this. Use language and the acquisition and use of language to explain Mead's idea of taking the role of the other, the generalized other, etc.
Q230. A store wants to liquidate 200 of its shirts and 100 pairs of pants from last season. They have decided to put together two offers, A and B. Offer A is a package of one shirt and a pair of pants which will sell for $30. Offer B is a package of three shirts and a pair of pants, which will sell for $50. The store does not want to sell less than 20 packages of Offer A and less than 10 of Offer B. How many packages of each do they have to sell to maximize the money generated from the promotion? (From VITutor)
Q241. If my new study method works, I should earn a 98 on the test. If it does not work, I will get a 79. Research suggests that there is a 75% chance it works. What is the expected value of my grade?
| A. | 87.5 | B. | 93.25 | C. | 95.5 | D. | 79 | E. | 98 |
Q88. Convert the following statement to “pseudo-Excel” formulas (follow the example to see what we mean by that).
Example. "If it is Tuesday, this must be Belgium, otherwise it is France" would become something like
= if(day="Tuesday","Belgium","France")
If the calculated payment (CALC_PMT) is less than the alternative monthly minimum payment (ALT_MIN_PMT) then the payment is the alternative monthly payment otherwise it is the calculated payment.
Q72. Sketch a flowchart that represents this bit of logic: “if you are a woman then if you are over 40 you should have this test no matter what but if either parent had diabetes women should have the test no matter what. Men only need to take the test if they are overweight.”
Q134. Consider a system for a flu vaccine clinic. People arrive at some random or fixed rate and queue up. Our first station (F) has to get them to fill out a form, sign some papers, etc. After this they get in the line for the actual shots (at station V). We have a fixed number of staff whom we will divide between the two stations, depending on the size of the queues. Draw the stock and flow diagram for the system and write the equations for Q1, Q2, F and V.
Q71. Consider this little bit of logic that describes a tourist's thinking process (taken from the title of a 1970s movie): “if it’s Tuesday, this must be Belgium. Otherwise, I have no idea where we are.” Sketch a flowchart that represents this flow of thought.
Q63. Imagine a 10 x 10 square grid. Each cell can be empty…
Q318. What does the indicatrix on this Fuller projection or "Dymaxion" map tell you about this projection (which projects the globe onto an icosohedron and then unfolds the solid figure)?
Q120. My bathtub fills at 10 gallons per minute. It has a leak, though, whereby it loses 10% of it's volume per minute. It's a neat rectangular tub in which each 10 gallons is 2 inches of depth. How does it behave over time?
Q213. Explicate and comment:
What the general argument against 'interference' thus amounts to is that, although we can endeavor to improve a spontaneous order by revising the general rules on which it rests, and can supplement its results by the efforts of various organizations, we cannot improve the results by specific commands that deprive its members of the possibility of using their knowledge for their purposes (Hayek 1976:153.1).
20. Explain what is meant by "social control as a dependent variable."
Q245. Offer a critique of this flow chart diagram

Q193. In "Cosmos & Taxis" Friedrich von Hayek distinguishes two kinds of order. What does he call them? What are some synonyms for his terms? Demonstrate your understanding of the difference by giving examples of social order of each type.
Q371. A storyboard is a technique for graphically organizing the telling of a story. Think about how you would explain Kanazawa's description of evolutionary biology and its connection to our thinking about the basis for social order. Imagine how you would represent the theory visually and how you would explain it textually.

Q44. Media analysis of SOPA wars.
Q133. College is a more or less four year endeavor but students come and go on different schedules. Sketch a stock and flow model that shows freshwomen applicants coming from the cloud, admitted students from applicants, and freshwomen from the admittees. Then freshwomen become sophomores, mostly, but there is some attrition. And so on through the other years. Sketch a stock and flow diagram that follows students through four years and think up some variables that might affect the flows between the different years. For this problem, you should try wearing the hat of an academic administrator who is interested in the problems of "retention" and "degree completion."
Q26. Amir likes Bashir. Chastity is liked by Danica. Chastity likes Ellen. Amir likes Danica and Ellen. Franke likes everyone. Gillian likes Danica. Ellen likes Bashir. Sketch this directed network.
17. Coser described several theorists whose work looked at "social control from the inside." What's the "technical term" for "social control from the inside"? Name three of these theorists and provide some identifying information (e.g., "Tongan psychotherapist who wrote in 1920s").
Q345. Explicate and explain this selection from Cohen and Vandello's "Meanings of Violence":
As Reed has suggested, Southerners "actually don't see much of the violence around them, don't register it as 'lawlessness,' because it isn't 'lawless.' It is lawful violence in the sociological if not the legal sense: more-or-less predictable, more-or-less expected, (in consequence) more or less taken for granted. It's effectively invisible-something like wallpaper." (Reed 1981)
Q455. Think about the articles by Fehr & Gintis and Centola et al. Show what you take away from these articles by talking about how norms can support cooperation and social order and how they can support an order that might be high on coordination but low on the benefits of cooperation.
Q271. With reference to cartography, explain what we mean by scale, resolution, simplification/abstraction, representation, point, line, area, volume
Q304. Open and explain attribute table. What are rows, what are columns? What do the controls along the bottom do? How do you sort rows? Change column width? Show only selected records? Select one or two rows and then reverse the selection.
Q287. Download this zip file, open the QGIS workspace inside, produce a map that looks like this:

and post it to a wiki page.
Q331. Studying for an exam could raise a student's grade by a whole letter grade. But it turns out to not be a sure thing. Suppose research has shown that six hours of studying has a 60% chance of increasing your grade by one letter grade, a 25% chance of having no effect, and a 15% chance of actually lowering it by one letter grade (perhaps due to increased anxiety and not enough sleep).
Calculate the expected value of the investment of 6 hours of study time in terms of "letter grades per hour."
Q299. What is the California CRS zone for Oakland and the Bay Area? What units is it in? What datum is it based on?
Q444. Tocqueville writes that "Americans combat individualism with free institutions" (246). Explain what he means.
Q159. Implement the model from problem 158 using this Excel spreadsheet.
Q428. Attribute and explicate.
Fate is regarded as a substitute for the parental agency. If a man is unfortunate it means that he is no longer loved by this highest power; and, threatened by such a loss of love, he once more bows to the parental representative in his super-ego — a representative whom, in his days of good fortune, he was ready to neglect. This becomes especially clear where looked Fate is looked upon in the strictly religious sense of being nothing else than an expression of the Divine Will. The people of Israel had believed themselves to be the favorite child of God, and when the great. Father caused misfortune after misfortune to rain down upon this people of his, they were never shaken in their belief in his relationship to them or questioned his power or righteousness. Instead, they produced the prophets, who held up their sinfulness before them; and out of their sense of guilt they created the over-strict commandments of their priestly religion. It is remarkable how differently a primitive man behaves. If he has met with a misfortune, he does not throw the blame on himself but on his fetish, which has obviously not done its duty, and he gives it a thrashing instead of punishing himself.
Q96. A college enrolls two types of students. Full-pay students pay $40K tuition and half-pay students pay $20K. At present the school spends $1 million per year to recruit 200 students about 75% of whom are half-pay and 25% full-pay. A consultant submits a proposal to shift resources around and use GIS to target recruitment at zip codes that are more likely to yield full-pay students. She says there is a 75% chance that the results will be a slightly smaller class (190) but one with 40% full-pay and 60% half-pay. Unfortunately there is also a risk things won't turn out so well. There's a 25% chance that enrollment will drop to 170 and only 30% will be full pay. Use a decision tree to advise the college as to its best course of action.
Q425. What research questions did the "live and let live" phenomenon from WWI raise for Robert Axelrod?
Q106. She may love you or she may not. It turns out there is a 40% chance she does. You decide to use the buttercup test to find out (hold a buttercup under chin and see if it reflects yellow). The test is 90% accurate. Draw tree and flip to determine what conclusions we can draw from positive and negative buttercup test results.
Q57. Facebook Ego Network with Gephi
Q415. Explain what we mean by "norm of reciprocity" and how it is relevant to the course.
Q49. Convert this 2-mode data into 1-mode data
| Flavor | Who Likes It |
|---|---|
| Chocolate | Abe, Bertha, Cyndra, Dalia |
| Vanilla | Abe, Cyndra, Eve, Faisel, Gerd |
| Strawberry | Bertha, Cyndra, Hettie, Iolantha |
| Pistachio | Cyndra, Dalia, Gerd, Hettie, Iolantha |
Q258. Insofar as particulars matter, what's the difference between cows, lobsters, and whether you live up stream or downstream?
Q92. What is wrong with the decision tree here? I need to decide whether to work at home or go down to Stanford today. At home, because of distractions, I work at about 75% efficiency. If I go to my research office at Stanford I work at 100% efficiency. If I work at home I will get 8 hours to work. If I decide to drive down to Stanford, I will get 8 hours minus driving time to work. The normal drive is 60 minutes each way. But about 20% of the time it is extra light and the round trip takes just 90 minutes. About 30% of the time, though, traffic is awful and round trip is 180 minutes. I made a decision tree to figure out where I should work if I am trying to maximize my output, but I did something wrong. Fix the tree and tell me what I should do.

Q446. Walk us through Tocqueville's contrast of aristocratic society where citizens are bound to, say, their local noble, and democratic society where citizens are independent. He wants to say that the latter can't get anything done unless they know how to organize and associate.
Q196. Explain this table:

Q184. A campaign director is flying blind. Two tossup states both have 20 electoral votes. All current information is that the chances of winning in each is 50:50.
Draw the event tree that describes the possible election outcomes.
Our campaign director has the opportunity to do one last ad buy of $1 million. Research and experience have shown that an ad buy in a right state where a significant portion of the electorate is still open minded could shift the odds of winning to 60/40. How do we know? We've done lots of audience research that shows how particular electorates respond to this ad's approach. But doing the ad buy in the wrong state (one where folks have really made up their minds) will have no effect on the outcome. What we don't know is which, if either, of these states is the best fit for this type of campaigning.
Draw this decision tree.
Now suppose there is a poll she could do to find out whether state A or state B is the more promising state for the new ad. There is a 50% chance the poll says state A and a 50% chance it says state B. If it says state A then you do the ad buy there and you are certain to increase your chances while things in B stay the same. And vice versa.
What is the value of the information the poll can provide, in electoral votes?
Q426. Weber's definition, please:
traditional authority
rational legal authority
charismatic authority
Q234. Hayek is sometimes taken to be saying that the modern world throws up problems that are too complex to be handled by planning and policy making. Some things can be handled that way, but big and complex things cannot. What are the differences between the two types of order and the limitations and possibilities Hayek suggests each has and how does he get from there to social order?
Q114. A totalitarian country that prohibits migration has a birth rate b and a death rate d. How does the population change from one year to the next?
We can interpret "birth rate" or "death rate" in two ways — as a rate, for example, deaths per 100 people — or as an absolute number, for example, 5 people per year. In general, we will mean the former.
Let $P_{i}$ be the population in year i. Write an expression for the population in year i+1. If the population in a given year is 100 and birth rate, b, is 5% and the death rate, d, is 6%, write out the population for the next 5 years.
Q383. Define the following words/phrases as used by Hobbes
felicity (89.3)
laudable actions (90.5)
redound … to their posterity (90.6)
thraldome (90.7)
hope of requitall (90.8)
secret machination (92.2)
Prudence (92.3)
diffidence (92.6)
cattell (93.5)
dommage (93.5)
Cardinall (94.8)
Jus and Lex (95.7)
Covenants (97.7)
Q215. Explicate and comment:
The division of labour, from which so many advantages are derived, is not originally the effect of any human wisdom, which foresees and intends that general opulence to which it gives occasion. It is the necessary, though very slow and gradual consequence of a certain propensity in human nature which has in view no such extensive utility; the propensity to truck, barter, and exchange one thing for another (Smith 1776: 171.8).
Q272. Explain/illustrate what these geoprocessing operations do: clip, intersection, union, difference, buffer, convex hull, symmetric difference.
Q395. Explain the following terms or phrases in the context of Paul Willis' Learning to Labour.
"an aimless air of insubordination" (124.4)
'ear'oles (124.9)
"universal taboo…yielding incriminating information…to those with formal power" (129.3)
"grassing" (129.4)
Q150. Consider this passage and draft explication2. Work through it and suggest how you might improve it.
| Text | Explication |
|---|---|
| In "The Production of Consciousness," Marx (1845-1846) writes,“Men can be distinguished from the animals by consciousness, by religion, or by whatever one wants. They begin to distinguish themselves from the animals as soon as they begin to produce their means of life, a step which is determined by their physical organisation. In producing their means of life they indirectly produce their material life itself” (46). | In other words, Marx is saying that the difference between a human being and an animal is that human beings have consciousness and work and contribute to production that allow them to produce their means of life; therefore, work is essential to humans’ interactions. |
Q128. Consider the act of filling up a bathtub for a baby (or yourself!). You have a faucet that you can turn more towards hot or toward cold. List out the flows, the stocks, the sources of information, the "valves," and the rules that govern the valves in this system.
Q124. On the grid below …
…draw the line $y=2x + 1$
…shade the area for $x>5$ and the area for $y < 3$
…shade the area for y >= 2x + 1

Q204. Suppose the agents in a population have four behaviors - W, X, Y, Z - and that each behavior is either present or absent. When two agents meet they may have all the same behaviors, none of the same behaviors, or 1 or 2 behaviors in common. Suppose the probability of interaction is proportional to their similarity. IF they do interact, they flip a coin and who ever wins gets imitated by the other agent.
In the grid below, determine the probability of interaction between each pair of neighbors (assume no diagonal interaction for now)
| A 1110 |
B 1010 |
C 0010 |
D 1001 |
| E 0000 |
F 1111 |
G 1001 |
H 1011 |
| I 1000 |
J 1000 |
K 1110 |
L 0000 |
| M 0010 |
N 1100 |
O 0100 |
P 0111 |
Q34. Write out the data for the undirected network below in node list, edge list and full matrix format.
Q126. Why do people scream into cell phones? Answer in terms of feedback.
Q279. Explain these acronyms: SQL, WMS, WGS84
22. What does Donald Black mean by “corporate space”? In what sense is "corporateness" a variable? Give an example of a conflict in which one party has “high” corporateness and the other has “low” corporateness.
Q319. What does the indicatrix tell us about the Mollweide projection? Specifically, what do the red and black "12 o'clock" and "3 o'clock" lines mean?
Q273. What kind of map is this:
Q220. What is the objective function in each of the following situations?
- What is the largest volume box I can make by folding a piece of cardboard that is A inches by B inches?
- Pancakes cost $1 each, eggs are 1.50, and blintzes are 2. Pancakes have 200 calories, eggs 125 and blintzes 450. What combination gives me the most calories for 5 dollars?
- What's the cheapest 1000 calorie daily diet?
- I have information on the level of AOD demand reduction we can expect from public awareness campaigns, DARE visits to public schools, increased treatment slots, and increases in after care. I know the cost of each type program and I have a limited budget. What mix of programs should I institute to have the biggest effect on demand?
Q138. Suggest rewrite of the following text:
For example, Goffman uses front to distinguish and label the different parts of front as he sets a scene that consist of three components by using setting, appearance, and manner. In which an actor has the ability to choose his stage and props, as well as the costume he would wear in front of his audience (p.22-24).
Q102. Kids these days! Of those who get into trouble, it turns out, about 30% are "real trouble-makers" who need some help. The other 70% are normal adolescents who will age out of their trouble-making under normal care. A social worker friend introduces you to a test that you can give to kids who are referred to you to determine which category they are in. Research has suggested the test is 75% accurate. Use tree flipping to describe what to make of the test's results.
Q86. Sort clients into four categories promising, troubling, recalcitrant, hopeless on the basis of two tests which can be passed or failed.
Q326. (A) Consider this plot of Pn+1 vs. Pn. Without worrying about what sort of system it might be, show that you understand how the chart works by describing the behavior of this system if it starts at time i at Pi=30. How about 70?
(B) If this is a model of attendance at, say, a protest rally with the axes representing percentage of the population, and Pn is how many showed up last week (a number everyone knows) and Pn+1 is how many that means we can expect this week (based on the distribution of individual thresholds - how many people need to be going for me to decide to go), how would you interpret the gaps A and B on the chart?
(C) Think about the "standing ovation model." What features does it add to the basic model described here.
Q296. (1) Read this thematic map. (2) Offer a critique of its graphic design.
Q434. On p241 Durkheim talks about the anomy (disruption) caused by economic disaster (a person losing everything, say, or sudden drop in a set of people's economic circumstances as when a local industry closes and everyone loses jobs) OR when sudden wealth comes (again, to an individual or to a community or group). Explain what Durkheim sees happening and how it's the same process in both situations.
Q122. The most basic opportunity cost incurred when undertaking a project is the simple value of investing the money instead of spending it. A first step toward figuring out what that cost is is understanding compound interest. Show what happens to $1000 if the annual interest rate is 5%.
Q281. Explain these acronyms: AAG, ABAG, BART
Q141. Wordsmith the following
When the performer is playing her role as society expects her to it is called idealization. Goffman’s definition of idealization is “when the individual presents himself towards others, his performance will tend to incorporate and exemplify the officially accredited values of the society, more so in fact, than does his behavior as a whole” (p.35).
Q357. Demonstrate your understanding of the Durkheim excerpt and its connection to ideas about how the nature of the social individual is a "source" of social order by explaining this diagram. Use examples to illustrate your ideas.

Q351. Define cooperation and give five examples where you have seen it (or its absence) recently.
Q335. Consider Marx on the production of consciousness. How important does the kind of work seem to be as over against the kinds interaction among people who do the same kind of work for Marx? Compare, perhaps, Uber drivers and fast food workers. Would Marx expect less or a different kind of shared consciousness among the one or the other?
Q260. Explain how "group selection" can give rise to cooperative behavior in human society.
Q317. Match the name with the projection.
| South Polar Azimuthal | Mercator | Albers Equal Area Conic | Mollweide | Lambert Conformal Conic | North Polar Azimuthal | ||
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Q375. Hobbes and Engels both give us a vision of the state. Hechter and Horne suggest that "Instead of a world made up of equal individuals, Engels's starting point is a society made up of unequal classes." Show what you know about Hobbes and Engels but explaining this statement.
Q147. Edit these sentences.
Yet, what is unique about the flight attendant’s setting is that it actually follows their performance.
When an individual inhabits the social role of airline attendant, their ability to successfully convey to their audience the validity of their performance also relies the use of a personal front (i.e. the second component of Goffman’s understanding of front).
Additionally, because some flight attendant-to-passenger interactions are not necessarily specific to this relationship (i.e. “hello’s” and “good-byes”), it is necessary for the flight attendant to enhance their communication as to confirm and reaffirm the role (Goffman 30).
Q479. Some old cars are being driven by people who take the attitude "if it ain't broke, don't fix it" and "sure, it might not be efficient or clean, but I can't afford to buy a new car." These cars use too much fuel and they pollute the air causing health problems in the population. Assume new cars are zero emission and so create zero health care costs. Each old car, on average, contributes to pollution and health care costs to the tune of $300 per year. We want to run a program to get 100 "junkers" off the road each year for the next three years by offering a $2000 rebate to people who swap a junker for a brand new zero emission vehicle. Working with a ten year time horizon and an initial discount rate of 3.5%, compute the NPV of the project. Then adjust the the subsidy to determine how large a subsidy we can give and still have the project worth doing. Then compute the IRR of the project at both the original amount and this new amount.
Q267. What is a csvt file and why is it useful?
Q269. Explain longitude, latitude, parallels, meridians
Q430. At 239.4 Durkheim writes, "As a matter of fact, at every moment of history there is a dim perception, in the moral consciousness of societies, of the respective value of different social services [he means jobs, occupations, etc. not social work], the relative reward due to each, and the consequent degree of comfort appropriate on the average to workers in each occupation." Translate this into everyday English.
Q182. Which threshold frequency distribution corresponds to the following description:
The community has a few people who will join no matter what, a few more who will join if some others have joined, still more who will join if a goodly number are on board and so on all the way up to a hesitant few but even they will join if it appears everyone else has.
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B. ![]() |
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Q373. Explain what we mean by the phrase "necessary but not sufficient" AND how this applies to the idea that a common language and shared meaning are necessary for social order.
Q463. (1) Write the equation for value, FV, of principal, PV, saved at interest rate R for N years (compounded annually).
(2) Suppose you know the future value in problem one and want to determine the present value. Solve the equation you wrote above for PV.
(3) Suppose I have a project that will deliver A dollars in one year, B dollars the second year and C dollars in the third year under a prevailing interest/discount rate of R. Write the equation for the present value of this project.
Q298. Explain what's going on in this apparently distorted map
Q394. What does Weber mean by "the routinization of charisma"? (118ff)
Q227. A gold processor has two sources of gold ore, source A and source B. In order to kep his plant running, at least three tons of ore must be processed each day. Ore from source A costs $20 per ton to process, and ore from source B costs $10 per ton to process. Costs must be kept to less than $80 per day. Moreover, Federal Regulations require that the amount of ore from source B cannot exceed twice the amount of ore from source A. If ore from source A yields 2 oz. of gold per ton, and ore from source B yields 3 oz. of gold per ton, how many tons of ore from both sources must be processed each day to maximize the amount of gold extracted subject to the above constraints? (From Steve Wilson)
Q433. Discuss how one might be "content" with one's inequality in a society where:
- status is based on heredity
- a program is in place to give everyone an equal start (imagine whatever's needed for this)
- a strictly equal opportunity meritocratic society
- a society with every imaginable balancing of privilege
Q469. This is one of a series of problems (470, 471, 472, 473, 474, 475, 476, 477, 478) relating to the same fictional case: The community of Ourville which is considering some options for creating parks to enhance the quality of life of local residents. The amounts are expressed in simple numbers – e.g., $100 – which you can assume to be referring to realistic amounts – e.g., hundreds of thousands.
(a) As a part of its considerations about the park project, Ourville needs to think about the opportunity costs associated with each tract of land being considered for the park. What is an opportunity cost? You are nominated to explain (BRIEFLY) in terms the public will understand what we mean by opportunity cost:
(b) While discussing the value of the park options to residents the term "willingness to pay" comes up. Explain (BRIEFLY) to the public what this means.
Q405. Weber says (103.5) that "rule over a considerable number of persons requires a staff…." If you read carefully you will see that the types of "authority" he is talking about refer to the leader's capacity to control and direct the staff as much as to the leader's capacity to dominate "the led." Discuss Weber's types of legitimate domination as forms of maintaining organizational integrity.
Q197. Explain and give an example of a dominant strategy in a prisoner's dilemma game.
Q325. Have a look at the paper shown below about immunization in Uganda. Look especially at the causal loop diagrams on pages 102(146) and 103(147). Explain what is going on in each of the labeled/shaded loops. In some cases, there might be a sign missing. Based on your reading of the diagrams, supply these and explain.
R1:
B1:
B2:
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Q123. Suppose I am sitting on $20,000 and I am trying to figure out whether or not to use it to buy a car. I have a very limited life and have determined that if I buy the car I will have to pay $800 insurance and about 10 cents per mile to operate it and I drive 2500 miles per year. If I own a car I'll drive rather than take the bus on approximately 300 local commutes (saving $1000 and 150 hours net). My time is worth $50 per hour. An alternative would be to put the $20,000 into an investment vehicle (so to speak) that would pay me 7.5% annually.
Q207. Convert the following logic into a set of step-by-step instructions in a manner that uses stepwise refinement.
To execute coordination we proceed as follows. Each agent will consider in turn its north, east, south, and west neighbors. First the agent determines whether interaction will take place at all based on similarity. Then, if they do interact, they flip a coin to decide who is the leader and who is the follower. Then the follower copies the traits of the leader. And then onto the next neighbor if there is one.
We can incorporate the following design decisions into our model: (1) neighbors who have already interacted in a given round do not do so again; (2) an agent can change multiple times during a given round; (3) all interactions are with the agent's current state.
Q278. Explain these acronyms: PNG, TIF, geoTIF
Q237. In "The Emperor's Dilemma," Centola, Willer, and Macy talk about “the popular enforcement of unpopular norms.” What does that mean? Why is it a puzzle? What is (are) the mechanism(s) that they think explains it?
Centola, Willer, and Macy “The Emperor's Dilemma"
“Naked emperors are easy to find but hard to explain. It is easy to explain why people comply with unpopular norms—they fear social sanctions. And it is easy to explain why people pressure others to behave the way they want them to behave. But why pressure others to do the opposite? Why would people publicly enforce a norm that they secretly wish would go away? (278)
“One hypothesis is that very few would actually enforce the norm, but no one knows this. If people estimate the willingness to enforce based on the willingness to comply, and they comply based on the false belief that others will enforce, they become trapped in pluralistic ignorance—an equilibrium in which few people would actually enforce the norm but no one realizes this. However, this equilibrium can be extremely fragile. As in the Andersen story [The Emperor’s New Clothes], all that is needed is a single child to laugh at the emperor and the spell will be broken (278).
“A more robust explanation is that most people really will enforce the norm, and for the same reason that they comply—social pressure from others in the group, for whom mere compliance is not enough. To the true believer, it is not sufficient that others go to the right art galleries, display the right body jewelry, purchase the right sports car, or support the right wing. They must do it for the right reason. Zealots believe that it is better not to comply at all than to do so simply to affirm social status (Kuran 1995a, p. 62). Such compliance lasts only so long as behavior can be monitored and social pressure is sufficient to induce acquiescence (Hechter 1987). Thus, true believers reserve special contempt for imposters. Those who comply for the wrong reason must worry about being exposed as counterfeit (278-9).
“The hypothesized anxiety is supported by research on the ‘illusion of transparency’ (Gilovich, Savitsky, and Medvec 1998). This refers to a tendency to overestimate the ability of others to monitor our internal states… (279).
“Applied to the emperor’s dilemma, the ‘illusion of transparency’ suggests that those who admire the emperor out of a desire for social approval fear that their posturing will be apparent to others. They then look for some way to confirm their sincerity. Enforcing the norm provides a low cost way to fake sincerity, to signal that one complies—not as an opportunist seeking approval—but as a true believer” (279).
Q240. This is an event tree problem, that is, there are no choices to be made. Work out the probabilities of each of the final outcomes.
There is a 72% chance that candidate A will win the presidency over candidate B. There is a 55% chance that candidate A's party will win control of the senate and a 30% chance that his party will win control of the house.
Q118. The Westtown School committee is more generous. It agrees to a 5.5% cost-of-living increase per year, plus a one time only $200 adjustment for past sins of omission. How much would it be worth to teachers if the one time adjustment were made before the first COLA rather than after.
Q270. Describe and give examples of different types of maps: topographic, thematic, schematic, choropleth, isopleth, political, mental, Digital Elevation Model (DEM), political, physical, topographic, cadastral, climate, road, nautical charts, bathymetric chart, aeronautical chart
Q112. Sketch a causal loop diagram representing this logic:
Being sad…
- …makes you frown…
- …which makes people avoid you…
- …which makes you lonely…
- …which makes you sad…
Q33. Practice Gephi exercises.


Q300. You have been hired as a consultant to estimate the effects of a new criminal offender registry law that prohibits individuals on the registry from living within 1000 meters of a school. You are asked to
- Make a map showing all areas that are off-limits to registered offenders
- Calculate about how much of the city's rental market is off-limits to registered offenders based on this law.
You have
- a point layer with school locations
- a street layer
- a census blockgroup layer with information on number of rental units (or at least renter occupied units as of the last census)
Q378. "From an economic point of view, coercion is simply too expensive to be the sole basis of social order" (Hechter and Horne, 85). Explain what this is getting at. How does it lead us to Weber's concept of legitimate domination.
Q454. Consider the essay you wrote for the warm-up assignment at the start of this course on a film or book in which social order "disappeared." How would you re-write it in a manner that would show off some of what you learned in this course?
Q190. An eager campaign volunteer wants to think rationally about where to put her time. She does her research about phone-banking and canvassing and discovers the following.
A full shift (calling hundreds!) at phone banking has a 10% chance of producing 20 votes and a 60% chance of producing 2 votes, 10% chance of producing no votes and a 20% chance of losing 2 votes. Canvassing, by comparison, has a 20% chance of producing 8 votes, 30% chance of producing 4 votes, and a 50% chance of producing no votes. Other things being equal, which would be a better use of her time?
Q95. You never know what the weather is going to be around here. Somedays you need a sweater and some days you need sunglasses. The smart person, they say, always brings both. But suppose there is a definite hassle involved in bringing either (e.g., you ride a bike and space is tight). Sketch a decision tree that takes into account a cost to bringing either and a cost to not having either when you need them and the possibility that on a given day you might need one, the other, or both. Use plausible numbers of your own choice.
Q36. Consider the graph matrix below
| A | B | C | D | E | |
| A | - | 0 | 1 | 0 | 1 |
| B | 0 | - | 0 | 1 | 1 |
| C | 0 | 1 | - | 1 | 1 |
| D | 0 | 0 | 1 | - | 0 |
| E | 0 | 1 | 1 | 1 | - |
- We use $n$ for the number of vertices. What is $n$ here?
- What is $\sum _{ i=1 }^{ n }{ { A }_{ i4 } }$?
- What is $\sum _{ j=1 }^{ n }{ { A }_{ 3j } }$?
Q431. Discuss the relationship between "desires" and "means," ambitions and expectations, contentment and aspiration that characterize the NON-anomic equilibrium that society can provide.
Q179. Which of the cumulative frequency distributions below corresponds to this frequency distribution

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B. ![]() |
C. ![]() |
D. ![]() |
E. ![]() |
24. Donald Black described 6 styles of social control – penal, conciliatory, therapeutic, compensatory, prevention, and reform. Show that you understand what these are and how they fit into this course by considering the different styles of social control that might be employed in conflicts that could emerge between employee and employer or in the workplace in general..
Q399. Identify and elaborate on three ways in which the shopfloor culture described by Willis parallels the counter-school culture he talks about.
(for final exam) Bring the phenomena Willis describes into conversation with material from the "groups" section of the course. What mechanisms described in that section might illuminate the lads' oppositional culture or shop floor culture?
Q447. What is Tocqueville's argument that associations help to stabilize democratic regimes?
Q436. At 242.5 Durkheim writes "Poverty protects against suicide because it is a restraint in itself." What does he mean?
Q74. Sketch a flowchart that represents this bit of logic: “if the balance is less than the minimum alternative payment then just pay the balance, otherwise, pay the minimum alternative payment.”
Q156. A state corrections system has established a new drug treatment facility for first offenders. The center has a capacity of 1000.
Inmates may leave the facility in either of two ways. In any period, there is a 10 percent probability that an inmate will be judged rehabilitated, in which case s/he will be released at the beginning of the following period.. There is also a 5 percent chance that an inmate will escape during each period. Rehabilitated addicts have a 20 percent chance of relapsing in each period; escapees have a 10 percent chance of being recaptured each period. Both recidivists and recaptured escapees are returned to the facility and have priority over new offenders.
Questions
If it operates at full capacity, how many of the original inmates will be resident at the facility 10 periods later?
How many new offenders can be admitted during each of the next 2 periods?
What happens if we modify the model to allow for a small possibility of death or a change in the probability of relapse?
Q313. Create a point layer by importing a CSV file containing geographic coordinates.
Q472. This is one of a series of problems (469, 470, 471, 473, 474, 475, 476, 477, 478) relating to the same fictional case: The community of Ourville which is considering some options for creating parks to enhance the quality of life of local residents. The amounts are expressed in simple numbers – e.g., $100 – which you can assume to be referring to realistic amounts – e.g., hundreds of thousands.
One option on the table for the community of Ourville is to build a park on the west side of town. Should we spend $100 to build a new park? Studies have determined that the park will provide $132 of benefits to the community's residents. What do you recommend and why?
Q468. Describe how to set up the following problem. There are many inefficient and dirty older cars still in use. Future generations are harmed by the wasted fuel and added pollution these cars represent. A proposal is in the works to pay people a bonus to trade them in. How should we think about this? In your preliminary thinking, ignore any economic stimulus effects. You can bring that in later if you wish.
Q467. (a) Provide an example that illustrates how the IRR criteria can give wrong answer. (b) Provide an example that illustrates how payback period criterion can give the wrong answer. (c) Describe how risk, safety and hedonism might enter into the calculations in discounting problems.
Q225. Your are the supervisor at a new after-school program. The program will serve 100 boys and 100 girls. Activities will include chess, games, and crafts. Materials, supervision, and the like have been priced out at $2/person for chess, $10/person for games, and $5 for crafts. Space needs are such that we can get 8 chess players at a table, 4 games players, or 2 crafters. The center has 50 tables. Solid research has shown that activity preferences among this population of children is somewhat gender specific. Boys and girls like chess the same but games are 70% girls and 30% boys while crafts tend to be 30% girls and 70% boys. What is the most economical division of activities subject to these constraints?
Q339. Ludwik Fleck wrote: "what actually thinks within a person is not the individual himself but his social community" (Hechter & Horne 59.5). Explain what Fleck's theory of thought collectives is all about by explaining what this means.
Q341. Explain what George Herbert Mead means when he describes "self consciousness" as becoming aware of oneself as an object for others. How is it that this is what gives rise to the "social self"?
Q139. Wordsmith the following passage from the first paragraph of a paper about Erving Goffman's Presentation of Self in Everyday Life.
In Presentation of Self, Erving Goffman states that a front is "that part of the individual's performance which regularly functions in a general and fixed fashion to define the situation for those who observe the performance" (p.22). In other words, you need to have an image of how you want people to see you at a certain point in time.
Q64. We'll use data on early 20th century Scottish industries to investigate interlocking directorates.
(From Pajek data online) This dataset contains the corporate interlocks in Scotland in the beginning of the twentieth century (1904-5). In the nineteenth century, the industrial revolution brought Scotland railways and industrialization, especially heavy industry and textile industry. The amount of capital needed for these large scale undertakings exceeded the means of private families, so joint stock companies were established, which could raise the required capital. Joint stock companies are owned by the shareholders, who are represented by a board of directors. This opens up the possibility of interlocking directorates. By the end of the nineteenth century, joint stock companies had become the predominant form of business enterprise at the expense of private family businesses. Families, however, still exercised control through ownership and directorships.
The data are taken from the book The Anatomy of Scottish Capital by John Scott and Michael Hughes. It lists the (136) multiple directors of the 108 largest joint stock companies in Scotland in 1904-5: 64 non-financial firms, 8 banks, 14 insurance companies, and 22 investment and property companies (Scotland.net). In this dataset, which was compiled from the Appendix of Scott & Hughes' book, note that two multiple directors (W.S. Fraser and C.D. Menzies) are affiliated with just one board so they are not multiple directors in the strict sense.
The companies are classified according to industry type: 1 - oil & mining, 2 - railway, 3 - engineering & steel, 4 - electricity & chemicals, 5 - domestic products, 6 - banks, 7 - insurance, and 8 - investment. In addition, there is a vector specifying the total capital or deposits of the firms in 1,000 pound sterling.References
John Scott & Michael Hughes, The anatomy of Scottish capital: Scottish companies and Scottish capital, 1900-1979 (London: Croom Helm, 1980).
W. de Nooy, A. Mrvar, & V. Batagelj, Exploratory Social Network Analysis with Pajek (Cambridge: Cambridge University Press, 2004), Chapter 5.History
Original authors: are John Paul Scott (1949) (ku.ca.xesse|jttocs#ku.ca.xesse|jttocs, University of Essex) & Michael Hughes (1947, University of Lancaster in 1980, not listed now).
Data compiled into Pajek data files by W. de Nooy, 2001
Use NodeXL to visualize this data. The data is in three network datasets: a bipartite network of people and companies (edges represent a person being a director of a company); a network of people (the edges are co-membership in companies); and a network of companies (edges are sharing a director).
Task 1: Create a preliminary two mode visualization that shows people as small circles and companies as larger squares. Try different layouts (including manually assisted) and produce the best visualization you can (in a reasonable amount of time). Can you color the companies by industry? Are there individuals who appear to be bridges between industries? Or who appear to be kingpins in a particular industry?
Task 2: Do a quick exploration of the people by people network. Try different visualizations. Calculate graph metrics. It might clarify the visualization if you use dynamic filtering to discard barely connected individuals. Change node size by graph metric. Can you identify a class of apparently important people? Try clustering.
Task 3: Now look at company by company network. Cluster, color, explore. How much do network clusters follow industry? Are there cluster bridging companies? Are you surprised at what they are.
Turn in short paper that shows your explorations.
The data is in the following Excel files.
No files attached to this page.
Q167. Suppose we have a diffusion process in which all susceptibles who are in contact with an infected in a given time period become infected in the next time period. On the grids below color in squares to indicate what happens over the first six time periods beginning with one infected. Then fill in the table and chart the data.



Q475. This is one of a series of problems (469, 470, 471, 472, 473, 474, 476, 477, 478) relating to the same fictional case: The community of Ourville which is considering some options for creating parks to enhance the quality of life of local residents. The amounts are expressed in simple numbers – e.g., $100 – which you can assume to be referring to realistic amounts – e.g., hundreds of thousands.
Activists in Ourville force the city not to think of this as an either/or proposition. Experts are consulted and the following cost benefit information is obtained. Council allocates $200 for the parks project. How do you recommend they proceed and why? What kind of problem is this? How big should each park be?

Q253. Consider this network in which green agents are cooperators and violet are defectors and the cost of cooperating is 2 while the benefit of being cooperated with is 5. Where is the equilibrium is people's behavior changes based on their network experiences?






























