Thanks for the comic about meta-analyses, xkcd.
academia
Check out the comic by Stacy, who blogs at maraglen.tumblr.com.
Lisa Wade, PhD is an Associate Professor at Tulane University. She is the author of American Hookup, a book about college sexual culture; a textbook about gender; and a forthcoming introductory text: Terrible Magnificent Sociology. You can follow her on Twitter and Instagram.
The original compute-ers, people who operated computing machines, were mostly women. At that period of history, most typists were women and their skills seemed to transfer from that job to the next. As late as the second half of the 1960s, women were seen as naturals for working with computers. As Grace Hopper explained in a 1967 Cosmopolitan article:
It’s just like planning dinner. You have to plan ahead and schedule everything so it’s ready when you need it. Programming requires patience and the ability to handle detail. Women are “naturals” at computer programming.
But then, this happened:
Computer programming was masculinized.
The folks at NPR, who made the chart, interviewed information studies professor Jane Margolis. She interviewed hundreds of computer science majors in the 1990s, right after women started dropping out of the field. She found that having a personal computer as a kid was a strong predictor of choosing the major, and that parents were much more likely to buy a PC for their sons than they were for their daughters.
This may have been related to the advertising at the time. From NPR:
These early personal computers weren’t much more than toys. You could play pong or simple shooting games, maybe do some word processing. And these toys were marketed almostentirely to men and boys. This idea that computers are for boys became a narrative.
By the 1990s, students in introductory computer science classes were expected to have some experience with computers. The professors assumed so, inadvertently punishing students who hadn’t been so lucky, disproportionately women.
So it sounds like that’s at least part of the story.
Lisa Wade, PhD is an Associate Professor at Tulane University. She is the author of American Hookup, a book about college sexual culture; a textbook about gender; and a forthcoming introductory text: Terrible Magnificent Sociology. You can follow her on Twitter and Instagram.
In statistics, a little star next to a coefficient generally means that the result is statistically significant at the p<.05 level. In English, this means that there is only a 1 in 20 chance that the finding just popped up by pure random chance. In sociology, that’s generally considered good enough to conclude that the finding is “real.”
If one investigates a lot of relationships, however, this way of deciding which ones to claim as real has an obvious pitfall. If you look at 20 possible but false relationships, chances are that one of them will be statistically significant by chance alone. Do enough fishing in a dead lake, in other words, and you’ll inevitably pull up some garbage.
Thanks xkcd, for making this funny.
Lisa Wade, PhD is an Associate Professor at Tulane University. She is the author of American Hookup, a book about college sexual culture; a textbook about gender; and a forthcoming introductory text: Terrible Magnificent Sociology. You can follow her on Twitter and Instagram.
Anthropologist John Ziker decided to try to find out. With his collaborators — Matt Genuchi, Kathryn Demps, and David — Nolin Ziker recruited a non-random sample of 16 professors at Boise State University and scheduled interviews with them every other day for 14 days. In each interview, they reported how they spent their time the previous day. In total, he collected data for 166 days.
It’s a small, non-random sample at just one university, but here’s what he discovered.
All ranks worked over 40 hours a week (average of 61 hours/week) and all ranks put in a substantial number of hours over the weekends:
Professors, then, worked 51 hours during the official workweek and then, in addition, put in ten hours over the weekend.
What were they doing those days? Research, teaching, and service are the three pillars of an academic workload and they dominated professors’ time. They used weekends, in particular, to catch up on the first two. The suspension of the business of the university over the weekend gave them a chance to do the other two big parts of their job.
This chart breaks down the proportion of time they spend on different activities more clearly. Ziker is surprised by the amount of time faculty spend in meetings and I’m particularly impressed by the amount of time they spend on email. Most professors will probably note, with chagrin, the little bars for primary research and manuscript writing.
Interesting stuff.
This was just a first phase, so we can look forward to more data in the future. In the meantime, I’ll add this data to my preferred answer when asked what I do all day:
Cross-posted at Business Insider, Pacific Standard, Networked Scholar, and the Huffington Post.
Lisa Wade, PhD is an Associate Professor at Tulane University. She is the author of American Hookup, a book about college sexual culture; a textbook about gender; and a forthcoming introductory text: Terrible Magnificent Sociology. You can follow her on Twitter and Instagram.
Holding a college degree, it is widely assumed, improves the likelihood that a person will be successful in the labor market. This maxim draws individuals into college across the class spectrum and aspiring students who are low-income or non-white may find themselves enrolled at a for-profit college.
For profit colleges have been getting slammed for their high prices, low bars, and atrocious graduation rates. Now we have another reason to worry that these institutions are doing more harm than good.
Economist Rajeev Darolia and his colleagues sent out 8,914 fictitious resumes and waited to see if they received a response. They were interested in whether attending a for-profit college actually enhanced job opportunities, as ads for such schools claim, so they varied the level of education on the resumes and whether the applicant attended a for-profit or community college.
It turns out that employers evaluate applicants who attended two-year community colleges and those who attended for-profit colleges about equally. Community colleges, in other words, open just as many doors to possibility as for-profit ones.
Darolia and his colleagues then tested whether employers displayed a preference for applicants who went to for-profit colleges versus applicants with no college at all. They didn’t. Employers treated people with high school diplomas and coursework at for-profit colleges equivalently.
Being economists, they staidly conclude that enrolling in a for-profit college is a bad investment.
H/t Gin and Tacos. Image borrowed from Salon.com. Cross-posted at Pacific Standard.
Lisa Wade, PhD is an Associate Professor at Tulane University. She is the author of American Hookup, a book about college sexual culture; a textbook about gender; and a forthcoming introductory text: Terrible Magnificent Sociology. You can follow her on Twitter and Instagram.
First, a note on language
In American English books from 1910 to 1950, about 25% of the uses of “family” were preceded by “the.” Starting about 1950, however, “the family” started falling out of fashion, finally dropping below 16% of “family” uses in the mid-2000s. This trend coincides with the modern rise of family diversity.
In her classic 1993 essay, “Good Riddance to ‘The Family’,” Judith Stacey wrote,
no positivist definition of the family, however revisionist, is viable. … the family is not an institution, but an ideological, symbolic construct that has a history and a politics.
The essay was in Journal of Marriage and the Family, published by the National Council on Family Relations. In 2001, in a change that as far as I can tell was never announced, JMF changed its name to Journal of Marriage and the Family, which some leaders of NCFR believed would make it more inclusive. It was the realization of Stacey’s argument.
I decided on the title very early in the writing of my book: The Family: Diversity, Inequality, and Social Change. I agreed with Stacey that the family is not an institution. Instead, I think it’s an institutional arena: the social space where family interactions take place. I wanted to replace the narrowing, tradition-bound term, with an expansive, open-ended concept that was big enough to capture both the legal definition and the diversity of personal definitions. I think we can study and teach the family without worrying that we’re imposing a singular definition of what that means.
It takes the unique genius that great designers have to capture a concept like this in a simple, eye-catching image. Here is how the artists at Kiss Me I’m Polish did it:
What goes in the frame? What looks like a harmless ice-breaker project — draw your family! — is also a conceptual challenge. Is it a smiling, generic nuclear family? A family oligarchy? Or a fictional TV family providing cover for an abusive, larger-than-life father figure who lectures us about morality while concealing his own serial rape behind a bland picture frame?
Whose function?
Like any family sociologist, I have great respect for Andrew Cherlin. I have taught from his textbook, as well as The Marriage Go-Round, and I have learned a lot from his research, which I cite often. But there is one thing in Public and Private Families that always rubbed me the wrong way when I was teaching: the idea that families are defined by positive “functions.”
Here’s the text box he uses in Chapter 1 (of an older edition, but I don’t think it’s changed), to explain his concept:
I have grown more sympathetic to the need for simplifying tools in a textbook, but I still find this too one-sided. Cherlin’s public family has the “main functions” of child-rearing and care work; the private family has “main functions” of providing love, intimacy, and emotional support. Where is the abuse and exploitation function?
That’s why one of the goals that motivated me to finish the book was to see the following passage in print before lots of students. It’s now in Chapter 12: Family Violence and Abuse:
We should not think that there is a correct way that families are “supposed” to work. Yes, families are part of the system of care that enhances the lived experience and survival of most people. But we should not leap from that observation to the idea that when family members abuse each other, it means that their families are not working. … To this way of thinking, the “normal” functions of the family are positive, and harmful acts or outcomes are deviations from that normal mode.
The family is an institutional arena, and the relationships between people within that arena include all kinds of interactions, good and bad. … And while one family member may view the family as not working—a child suffering abuse at the hands of a trusted caretaker, for example—from the point of view of the abuser, the family may in fact be working quite well, regarding the family as a safe place to carry out abuse without getting caught or punished. Similarly, some kinds of abuse—such as the harsh physical punishment of children or the sexual abuse of wives—may be expected outcomes of a family system in which adults have much more power than children and men (usually) have more power than women. In such cases, what looks like abuse to the victims (or the law) may seem to the abuser like a person just doing his or her job of running the family.
Huxtable family secrets
Which brings us to Bill Cosby. After I realized how easy it was to drop photos into my digital copy of the book cover, I made a series of them to share on social media — and planning to use them in an introductory lecture — to promote this framing device for the book. On September 20th of this year I made this figure and posted it in a tweet commemorating the 30th anniversary of The Cosby Show:
Ah, September. When I was just another naïve member of the clueless-American community, using a popular TV family to promote my book, blissfully unaware of the fast-approaching marketing train wreck beautifully illustrated by this graph of internet search traffic for the term “Cosby rape”:
I was never into The Cosby Show, which ran from my senior year in high school through college graduation (not my prime sitcom years). I love lots of families, but I don’t love “the family” any more than I love “society.” Like all families, the Huxtables would have had secrets if they were real. But now we know that even in their fictional existence they did have a real secret. Like some real families, the Huxtables were a device for the family head’s abuse of power and sexuality.
So I don’t regret putting them in the picture frame. Not everything in there is good. And when it’s bad, it’s still the family.
Philip N. Cohen is a professor of sociology at the University of Maryland, College Park. He is the author of The Family: Diversity, Inequality, and Social Change and writes the blog Family Inequality. You can follow him on Twitter or Facebook.
A four minute introduction to Marxism, featuring Super Mario Bros., by Wisecrack:
Lisa Wade, PhD is an Associate Professor at Tulane University. She is the author of American Hookup, a book about college sexual culture; a textbook about gender; and a forthcoming introductory text: Terrible Magnificent Sociology. You can follow her on Twitter and Instagram.
Check out the comic by Stacy, who blogs at maraglen.tumblr.com.
Lisa Wade, PhD is an Associate Professor at Tulane University. She is the author of American Hookup, a book about college sexual culture; a textbook about gender; and a forthcoming introductory text: Terrible Magnificent Sociology. You can follow her on Twitter and Instagram.
The original compute-ers, people who operated computing machines, were mostly women. At that period of history, most typists were women and their skills seemed to transfer from that job to the next. As late as the second half of the 1960s, women were seen as naturals for working with computers. As Grace Hopper explained in a 1967 Cosmopolitan article:
It’s just like planning dinner. You have to plan ahead and schedule everything so it’s ready when you need it. Programming requires patience and the ability to handle detail. Women are “naturals” at computer programming.
But then, this happened:
Computer programming was masculinized.
The folks at NPR, who made the chart, interviewed information studies professor Jane Margolis. She interviewed hundreds of computer science majors in the 1990s, right after women started dropping out of the field. She found that having a personal computer as a kid was a strong predictor of choosing the major, and that parents were much more likely to buy a PC for their sons than they were for their daughters.
This may have been related to the advertising at the time. From NPR:
These early personal computers weren’t much more than toys. You could play pong or simple shooting games, maybe do some word processing. And these toys were marketed almostentirely to men and boys. This idea that computers are for boys became a narrative.
By the 1990s, students in introductory computer science classes were expected to have some experience with computers. The professors assumed so, inadvertently punishing students who hadn’t been so lucky, disproportionately women.
So it sounds like that’s at least part of the story.
Lisa Wade, PhD is an Associate Professor at Tulane University. She is the author of American Hookup, a book about college sexual culture; a textbook about gender; and a forthcoming introductory text: Terrible Magnificent Sociology. You can follow her on Twitter and Instagram.
In statistics, a little star next to a coefficient generally means that the result is statistically significant at the p<.05 level. In English, this means that there is only a 1 in 20 chance that the finding just popped up by pure random chance. In sociology, that’s generally considered good enough to conclude that the finding is “real.”
If one investigates a lot of relationships, however, this way of deciding which ones to claim as real has an obvious pitfall. If you look at 20 possible but false relationships, chances are that one of them will be statistically significant by chance alone. Do enough fishing in a dead lake, in other words, and you’ll inevitably pull up some garbage.
Thanks xkcd, for making this funny.
Lisa Wade, PhD is an Associate Professor at Tulane University. She is the author of American Hookup, a book about college sexual culture; a textbook about gender; and a forthcoming introductory text: Terrible Magnificent Sociology. You can follow her on Twitter and Instagram.
Anthropologist John Ziker decided to try to find out. With his collaborators — Matt Genuchi, Kathryn Demps, and David — Nolin Ziker recruited a non-random sample of 16 professors at Boise State University and scheduled interviews with them every other day for 14 days. In each interview, they reported how they spent their time the previous day. In total, he collected data for 166 days.
It’s a small, non-random sample at just one university, but here’s what he discovered.
All ranks worked over 40 hours a week (average of 61 hours/week) and all ranks put in a substantial number of hours over the weekends:
Professors, then, worked 51 hours during the official workweek and then, in addition, put in ten hours over the weekend.
What were they doing those days? Research, teaching, and service are the three pillars of an academic workload and they dominated professors’ time. They used weekends, in particular, to catch up on the first two. The suspension of the business of the university over the weekend gave them a chance to do the other two big parts of their job.
This chart breaks down the proportion of time they spend on different activities more clearly. Ziker is surprised by the amount of time faculty spend in meetings and I’m particularly impressed by the amount of time they spend on email. Most professors will probably note, with chagrin, the little bars for primary research and manuscript writing.
Interesting stuff.
This was just a first phase, so we can look forward to more data in the future. In the meantime, I’ll add this data to my preferred answer when asked what I do all day:
Cross-posted at Business Insider, Pacific Standard, Networked Scholar, and the Huffington Post.
Lisa Wade, PhD is an Associate Professor at Tulane University. She is the author of American Hookup, a book about college sexual culture; a textbook about gender; and a forthcoming introductory text: Terrible Magnificent Sociology. You can follow her on Twitter and Instagram.
Holding a college degree, it is widely assumed, improves the likelihood that a person will be successful in the labor market. This maxim draws individuals into college across the class spectrum and aspiring students who are low-income or non-white may find themselves enrolled at a for-profit college.
For profit colleges have been getting slammed for their high prices, low bars, and atrocious graduation rates. Now we have another reason to worry that these institutions are doing more harm than good.
Economist Rajeev Darolia and his colleagues sent out 8,914 fictitious resumes and waited to see if they received a response. They were interested in whether attending a for-profit college actually enhanced job opportunities, as ads for such schools claim, so they varied the level of education on the resumes and whether the applicant attended a for-profit or community college.
It turns out that employers evaluate applicants who attended two-year community colleges and those who attended for-profit colleges about equally. Community colleges, in other words, open just as many doors to possibility as for-profit ones.
Darolia and his colleagues then tested whether employers displayed a preference for applicants who went to for-profit colleges versus applicants with no college at all. They didn’t. Employers treated people with high school diplomas and coursework at for-profit colleges equivalently.
Being economists, they staidly conclude that enrolling in a for-profit college is a bad investment.
H/t Gin and Tacos. Image borrowed from Salon.com. Cross-posted at Pacific Standard.
Lisa Wade, PhD is an Associate Professor at Tulane University. She is the author of American Hookup, a book about college sexual culture; a textbook about gender; and a forthcoming introductory text: Terrible Magnificent Sociology. You can follow her on Twitter and Instagram.
First, a note on language
In American English books from 1910 to 1950, about 25% of the uses of “family” were preceded by “the.” Starting about 1950, however, “the family” started falling out of fashion, finally dropping below 16% of “family” uses in the mid-2000s. This trend coincides with the modern rise of family diversity.
In her classic 1993 essay, “Good Riddance to ‘The Family’,” Judith Stacey wrote,
no positivist definition of the family, however revisionist, is viable. … the family is not an institution, but an ideological, symbolic construct that has a history and a politics.
The essay was in Journal of Marriage and the Family, published by the National Council on Family Relations. In 2001, in a change that as far as I can tell was never announced, JMF changed its name to Journal of Marriage and the Family, which some leaders of NCFR believed would make it more inclusive. It was the realization of Stacey’s argument.
I decided on the title very early in the writing of my book: The Family: Diversity, Inequality, and Social Change. I agreed with Stacey that the family is not an institution. Instead, I think it’s an institutional arena: the social space where family interactions take place. I wanted to replace the narrowing, tradition-bound term, with an expansive, open-ended concept that was big enough to capture both the legal definition and the diversity of personal definitions. I think we can study and teach the family without worrying that we’re imposing a singular definition of what that means.
It takes the unique genius that great designers have to capture a concept like this in a simple, eye-catching image. Here is how the artists at Kiss Me I’m Polish did it:
What goes in the frame? What looks like a harmless ice-breaker project — draw your family! — is also a conceptual challenge. Is it a smiling, generic nuclear family? A family oligarchy? Or a fictional TV family providing cover for an abusive, larger-than-life father figure who lectures us about morality while concealing his own serial rape behind a bland picture frame?
Whose function?
Like any family sociologist, I have great respect for Andrew Cherlin. I have taught from his textbook, as well as The Marriage Go-Round, and I have learned a lot from his research, which I cite often. But there is one thing in Public and Private Families that always rubbed me the wrong way when I was teaching: the idea that families are defined by positive “functions.”
Here’s the text box he uses in Chapter 1 (of an older edition, but I don’t think it’s changed), to explain his concept:
I have grown more sympathetic to the need for simplifying tools in a textbook, but I still find this too one-sided. Cherlin’s public family has the “main functions” of child-rearing and care work; the private family has “main functions” of providing love, intimacy, and emotional support. Where is the abuse and exploitation function?
That’s why one of the goals that motivated me to finish the book was to see the following passage in print before lots of students. It’s now in Chapter 12: Family Violence and Abuse:
We should not think that there is a correct way that families are “supposed” to work. Yes, families are part of the system of care that enhances the lived experience and survival of most people. But we should not leap from that observation to the idea that when family members abuse each other, it means that their families are not working. … To this way of thinking, the “normal” functions of the family are positive, and harmful acts or outcomes are deviations from that normal mode.
The family is an institutional arena, and the relationships between people within that arena include all kinds of interactions, good and bad. … And while one family member may view the family as not working—a child suffering abuse at the hands of a trusted caretaker, for example—from the point of view of the abuser, the family may in fact be working quite well, regarding the family as a safe place to carry out abuse without getting caught or punished. Similarly, some kinds of abuse—such as the harsh physical punishment of children or the sexual abuse of wives—may be expected outcomes of a family system in which adults have much more power than children and men (usually) have more power than women. In such cases, what looks like abuse to the victims (or the law) may seem to the abuser like a person just doing his or her job of running the family.
Huxtable family secrets
Which brings us to Bill Cosby. After I realized how easy it was to drop photos into my digital copy of the book cover, I made a series of them to share on social media — and planning to use them in an introductory lecture — to promote this framing device for the book. On September 20th of this year I made this figure and posted it in a tweet commemorating the 30th anniversary of The Cosby Show:
Ah, September. When I was just another naïve member of the clueless-American community, using a popular TV family to promote my book, blissfully unaware of the fast-approaching marketing train wreck beautifully illustrated by this graph of internet search traffic for the term “Cosby rape”:
I was never into The Cosby Show, which ran from my senior year in high school through college graduation (not my prime sitcom years). I love lots of families, but I don’t love “the family” any more than I love “society.” Like all families, the Huxtables would have had secrets if they were real. But now we know that even in their fictional existence they did have a real secret. Like some real families, the Huxtables were a device for the family head’s abuse of power and sexuality.
So I don’t regret putting them in the picture frame. Not everything in there is good. And when it’s bad, it’s still the family.
Philip N. Cohen is a professor of sociology at the University of Maryland, College Park. He is the author of The Family: Diversity, Inequality, and Social Change and writes the blog Family Inequality. You can follow him on Twitter or Facebook.
A four minute introduction to Marxism, featuring Super Mario Bros., by Wisecrack:
Lisa Wade, PhD is an Associate Professor at Tulane University. She is the author of American Hookup, a book about college sexual culture; a textbook about gender; and a forthcoming introductory text: Terrible Magnificent Sociology. You can follow her on Twitter and Instagram.