Since the graduate student strike and related protests by faculty, staff, and undergraduates at the University of Michigan in Fall 2020, I’ve noticed that open letters and petitions in google docs and signed through google forms seem to have replaced slower, more traditional petition technologies for (at least campus) social movements. Having signatures from a google form automatically and instantly appear at the end of an open letter is pretty straightforward, but I wasn’t able to find a good guide for it. So in the “unruly sociologist” spirit of this blog, here is my lay person’s guide to automatic signatures in a petition using google docs and forms.Continue reading “automated petition signatures with google forms”
The following is a guest post by Allen Hillery.
Earlier this month, Sekou Tyler, Anthony Starks and myself launched a #DuBoisChallenge on Twitter. With Anthony’s github repository, we were able to curate a 10 week challenge where we’re asking participants to recreate Du Bois’ iconic visualizations. Our goal is to celebrate W.E.B. Du Bois as a data visualization pioneer and bring more recognition to his accomplishments. W.E.B. Du Bois is a well known author and civil rights activist but his accomplishments as a sociologist who leveraged data visualization to tell a narrative of resilience and perseverance for Black America is just beginning to gain traction mainstream.Continue reading “bringing communities together with the #DuBoisChallenge”
The following is a guest post by Abigail Andrews and Ariana Thompson-Lastad.
When we began writing this piece, it was August 2020, and the skies in California were thick with smoke. As we breathed the toxic air with our preschool-aged children, we felt the climate crisis anew. The feeling intensified our agony about what we should do – as activists, as white people, as women, and as sociologists. We try to read the latest science and learn about what we can do. We’re making lifestyle shifts, like flying less and re-using bags. And we use our spare time to press lawmakers for pro-climate policy. But as parents of little ones, we don’t have much spare time. We wanted to make changes that cut more to the core of our work. Was sociology just the wrong field? (Why didn’t we study biology?!) Ariana studies healthcare and health equity, and Abigail studies gender and migration. Should we drop our current research and focus on environmental sociology? Either of those answers seemed to obscure the scope of the changes upon us.
The climate emergency is our existential disaster. The social costs are here: pandemics, toxic air and water, violence, mass migration, and grief, among many others. The devastation is terrifying, and it’s going to get worse. In the face of great fear, how do we find hope – for ourselves, our students, our children, and all the world’s children? How do we manage the rapid transformation of society with creativity, intelligence, and grace? And how do we come together (especially amidst a pandemic and ongoing racism and anti-Blackness), instead of hunkering down to protect the few?Continue reading “how can sociologists face the climate crisis? an “all-of-sociology” approach”
As the COVID-19 pandemic has dragged on, schools across the U.S. have responded in varied ways. Some are offering only remote instruction, while others are giving students the choice between remote and in-person instruction, either through a traditional in-person model or through a hybrid model involving a mix of in-person and remote instruction.
The US Department of Education recently announced plans to gather data on school instruction in the wake of the COVID-19 pandemic. This is a much-needed effort, given the previous administration’s failure to support research on pandemic schooling. And yet, these efforts are likely to take time.
In the short-term, then, and particularly in context of heated debates about pandemic schooling, scholars, policymakers, and educators need data to understand which families have access to in-person instruction and what decisions families make when they have the choice between in-person and remote instruction.
My goal with this post is to help fill that gap. I’ll share some basic descriptive findings from a nationally representative survey of more than 2,000 US parents with children under 18. The survey, which I fielded through Ipsos’s iSay panel in December 2020, included questions about how parents’ youngest school-aged child (those old enough to be enrolled in K-12 education) was participating in school and, if they were participating remotely, whether they had the option for in-person school. Recent news reports have highlighted racial/ethnic and socioeconomic differences in parents’ support for in-person schooling. Building on these reports, I’ll present a basic descriptive overview of: 1) how students are participating in school, 2) which students have the choice between in-person and remote instruction (among those who are currently enrolled in a school; i.e., not homeschooling or delaying kindergarten), and 3) which students are choosing in-person instruction when they have the choice between in-person and remote school. A more detailed description of the methods can be found below.
When we’re thinking about students and schooling during the pandemic, the first key question to ask is: How are students currently receiving instruction?
As of December 2020, and among school-age children:
- 24% were receiving traditional in-person instruction
- 17% were receiving hybrid instruction involving a mix of in-person and remote learning
- 42% were receiving fully remote instruction
- 17% were homeschooling or not in school (i.e., because they delayed kindergarten until next year)
Of course, those remote instruction numbers need some unpacking. Some of those students had the choice between in-person and remote instruction and chose remote instruction; others did not have a choice and could only receive remote instruction from their school. Among those receiving fully remote instruction:
- 48% did not have the option for in-person instruction from their current school
- 26% had the choice between traditional in-person instruction and remote instruction and opted for remote instruction
- 26% had the choice between hybrid instruction and remote instruction and opted for remote instruction
Access to In-Person Instruction
This raises our next question: Who has the choice between in-person and remote instruction, and whose schools are still closed?
To answer this question, let’s look at students who were enrolled in a school (i.e., not homeschooling or delaying kindergarten), and let’s separate students who had the choice between traditional and remote instruction, students who had the choice between hybrid and remote instruction, and students who did not have a choice because their schools were only offering remote instruction.
Overall, roughly 43% of enrolled students had the choice between traditional and remote-instruction, 33% had the choice between hybrid and remote instruction, and 24% could only receive remote instruction.
Not surprisingly, these numbers vary for students from different groups. The chart below offers a breakdown based on students’ racial/ethnic backgrounds and parents’ education (whether either of the child’s parents has at least a bachelor’s degree). With the exception of Asian/Pacific Islander students, students whose parents have at least a bachelor’s degree are more likely to have access to in-person instruction than are students from the same racial/ethnic group whose parents do not have a bachelor’s degree. White students and Black students whose parents have bachelor’s degrees are also more likely than Hispanic/Latino students whose parents have bachelor’s degrees to have access to in-person instruction (87% and 92% vs. 73%). Hispanic/Latino students whose parents do not have bachelor’s degrees are the least likely to have access to any form in-person instruction (62%).
Decisions Regarding In-Person Instruction
Now, as we saw above, not all students who have a choice between in-person and remote instruction take the in-person option. Some students opt for remote instruction, instead. And that brings us to our next question: When students have the choice between in-person and remote instruction, who chooses the in-person option?
Once again, it’s useful to look separately at students who have the choice between traditional and remote instruction and at students who have the choice between hybrid instruction and remote instruction. Between these two options, families with the choice between hybrid and remote are more likely to stick with remote instruction (38%) than are families with the choice between traditional and remote instruction (32%).
First, let’s look at families with the choice between traditional instruction and remote instruction.
Given the choice between traditional instruction and remote instruction, the majority of families took the in-person option—69% overall. Only 31% of families with choice between traditional and remote instruction opted to keep their children home for remote instruction.
Those overall patterns, however, do hide some differences by race and parent’s education. As we see in the chart below, and among students who have the choice between traditional and remote instruction, those whose parents have at least a bachelor’s degree are more likely to choose in-person schooling than students whose parents do not have bachelor’s degrees. Among students whose parents have bachelor’s degrees, white and Black students are roughly equally likely to opt for in-person instruction (76% and 86%) when they have the option for traditional instruction. Among students whose parents do not have bachelor’s degree, white students are more likely than Black students to opt for in-person instruction (73% vs. 59%).
Next, let’s look at families with the choice between hybrid instruction and remote instruction.
Given the choice between hybrid and remote instruction, a little more than half of families took the in-person option—62% overall. Roughly 38% of families with the choice between hybrid and remote instruction opted to keep their children home for remote instruction.
Once again, though, these overall patterns hide some differences by race and parent education. When given the choice between hybrid and remote instruction, white children whose parents have at least a bachelor’s degree are most likely to take the option involving in-person schooling (78%). White students whose parents do not have bachelor’s degrees are less likely to take that option (56%), as are students from all other racial/ethnic groups. Black students whose parents do not have bachelor’s degrees (45%) and Asian/Pacific Islander students are particularly unlikely to take the option involving in-person instruction (BA: 38%; <BA: 43%).
Overall, these findings suggest that there are wide variations in families’ access to and decisions regarding in-person instruction.
When given the choice between traditional in-person instruction and remote instruction, nearly seven in ten families take the option involving in-person instruction. Families in which at least one parent has a bachelor’s degree are particularly likely to take the in-person option. Black and white students whose parents have bachelor’s degrees, for example, are roughly equally likely to opt for in-person instruction when they have the choice between traditional in-person schooling and remote instruction.
Hybrid instruction is less appealing for families than traditional in-person instruction, and that’s especially true for families of color and families in which parents do not have bachelor’s degrees. When given the choice between hybrid instruction and remote instruction, only about six in ten families take the in-person option. White students whose parents have at least a bachelor’s degree are most likely to take the in-person option when given the choice between hybrid and remote instruction. Other students, especially Black students whose parents do not have bachelor’s degrees and Asian/Pacific Islander students are less likely to take the in-person option when given the choice between hybrid and remote.
Obviously, these are just descriptive data – weighted to be nationally representative, but not controlling for other factors that might influence families’ access to or decisions regarding in-person instruction. My next step, then, will be to consider the factors that contribute to the patterns we see here. Certainly, there are lots of factors to consider and lots of variations to explain.
One thing to unpack here is why so many families are opting for in-person instruction and especially why parents with bachelor’s degrees are more likely to opt for in-person instruction, particularly when they have the choice between traditional and remote school. Evidence from the interviews my team and I have conducted with mothers during the pandemic suggests that the stress of working from home while supporting students in remote instruction may be one factor for families in making these decisions. Just yesterday, for example, I interviewed a mom I’ll call Janet.
Janet initially opted for remote instruction for her kindergartner and 2nd grader (and took her toddler out of childcare), because her mother-in-law was diagnosed with terminal cancer over the summer, and Janet wanted to reduce the possibility of exposing her to COVID-19. Janet’s husband, meanwhile, is an essential worker. So opting for remote instruction meant that Janet was working from home while also being the parent primarily responsible for helping the big kids with remote schooling and providing full-time care for her toddler.
Not surprisingly, this arrangement took a huge toll on Janet. She gained 40 pounds in three months. She was drinking more heavily than usual. Yelling at her kids. Resentful toward her spouse. Eventually, Janet’s therapist told her she had to send the kids to school/childcare.
Janet’s kids are now back in in-person school/childcare. And Janet is doing much better. It’s not perfect. There’s no aftercare because of the pandemic, so Janet can only work 9-3 unless she stays up late. But she’s sleeping more, eating better, drinking and yelling less.
And Janet isn’t alone. Preliminary analyses point to similar patterns in the national survey data. Compared to parents without bachelor’s degrees, parents with bachelor’s degrees were more likely to be working from home during the pandemic. They were also more likely to report high levels of stress and frustrations (including frustrations with their children) during the “worst two weeks of the pandemic,” and more likely to report that their stress and frustrations increased during the pandemic, as well. Preliminary analyses also suggest that parents who experienced more stress and frustration during the “worst two weeks of the pandemic” were more likely to opt for in-person instruction if they were given the choice between traditional and remote learning.
Of course, this doesn’t mean that parents who keep their children home aren’t stressed or frustrated. Many of those parents – especially mothers – are struggling, as well. And that’s why we need to do all we can to stop the spread of the virus and ensure that families are getting the support they need through this deeply difficult time.
This study uses data from the Institutions Trust and Decisions (ITD) Study, a nationally representative, online survey which was conducted from November 30 through December 30, 2020 and which includes data from 2,016 US parents with children under 18. Participants were recruited through Ipsos’s iSay panels. iSay panel members are invited to take surveys in exchange for points which can be redeemed for incentives. Recruitment quotas were used to ensure that the demographics of the sample roughly correspond with the demographics of U.S. parents with children under 18. Post-stratification sample weights were then developed and applied in all analyses to further ensure the representativeness of the sample.
In this analysis, I focus on parents with school-age children. That includes children who are old enough to enroll in K-12 schooling, even if they are not currently enrolled (e.g., because they are homeschooling or because they are delaying kindergarten entry until the 2021-2022 school year). Surveys asked parents to name and discuss their youngest school-age child. 1,786 parents named a school-age child. Of these, 1,778 provided information about their child’s participation in school.
The primary dependent variables in this analysis measure families’ access to and decisions regarding various instructional options at the time of the survey (December 2020).
Type of Instruction Received. Surveys asked parents to report the type of instruction their child was receiving at the time of the survey. Options included traditional in-person instruction, hybrid instruction, remote instruction, homeschooling, and other arrangements (including not receiving instruction).
Access to In-Person Schooling. Parents who indicated that their child was receiving remote instruction were asked to report whether their child had the option of receiving in-person instruction from the school where they were currently enrolled. Parents could indicate that their child had the option for traditional in-person instruction, had the option for hybrid instruction, or did not have any option for in-person instruction.
The primary independent variables in this analysis are indicators are indicators of race/ethnicity and social class.
Child’s Racial/Ethnic Origins. Surveys asked parents to report the racial/ethnic origins of their youngest school-age child. Responses are grouped into five categories: 1) Asian, non-Hispanic, 2) Black, non-Hispanic, 3) Hispanic or Latino of any race, 4) white, non-Hispanic, and 5) Multiracial and other racial or ethnic or origins.
Parent’s Educational Attainment. Surveys ask parents to report the highest level of education they have completed. These responses are recoded into two categories: 1) parents who have completed at least a bachelor’s degree, and 2) parents who have not completed a bachelor’s degree. Education is an appropriate measure for social class in this analysis given that workers without bachelor’s degrees have had the highest risk of unemployment during the pandemic and are also the workers least likely to be able to work from home.
This post is cross-posted on parenthoodphd.com.
The following is a guest post by Juan Pablo Pardo-Guerra.
Here we are, yet again, discussing a paper that, through computational means, resurrects painful ghosts from the past.
Here we are, yet again, discussing the myriad problems of design, inference, and logic behind Michal Kosinski’s work.
Here we are, yet again, trying to painstakingly explain why physiognomy is an intellectual dead end, even when powered by the engines of modern computation.
Here we are. Again.Continue reading “bad science, computational imperialism, and the economy of attention”
The following is a guest post by Raphaël Charron-Chénier and Louise Seamster.
As the debate over student debt cancellation ramps up, some of the more basic information about the impact of different loan forgiveness plans is not easy to find. Because some of our work has informed the current debate, we often get questions about how some of the more prominent policy proposals would impact borrowers at different income levels. Here, we’re sharing some basic analyses that look at where Black and White borrowers tend to fall, and how Senators Schumer and Warren’s recent proposal to cancel $50,000 in debt for all households would impact them.Continue reading “some notes on the impact of student debt forgiveness across income groups”
Who speaks authoritatively about climate change? What role, in particular, do social scientific experts play in the conversation? This second question in particular is a key part of my next big research project on debates over the costs of climate change. Today, I was delighted to read a new paper by Maher et al that presents an incredibly useful new and freely-available dataset of testimony offered at congressional hearings in the U.S. by social scientists. Making use of their data, I was able to get a little bit of insight into one piece of this question. Spoiler: not that many social scientists have testified before Congress about climate change, but those who have are overwhelmingly economists.Continue reading “climate change economics goes to congress”
[note: this post mentions rape and eugenics]
One of the most prominent proponents of the scientifically inaccurate idea that “male and female brains” are biologically, categorically distinct went on a podcast this week and retracted some of his rhetoric. That’s great news! But in his retraction, Simon Baron-Cohen says people incorrectly jump to the conclusion that his is a “very sexist theory” because they “haven’t bothered reading the book” or his articles. He’s wrong there—reading closely reveals plenty of evidence for sexism as the origin of his theory—but it raises a larger issue. Baron-Cohen is right that reading the original text is important, that the history of science and ideas matters. Without it, modern incarnations of eugenics, phrenology, scientific sexism, and more are able to present themselves as new and progressive ideas.Continue reading “sexism as origin, not accident”
The following is a guest post by Laura Mauldin. Part 1 is available here.
In the previous post I talked about care for ourselves as we embark on fieldwork during a pandemic, care for each other as fellow academics also trying to figure it out, and care for our participants too. To continue the conversation about how to best care for ourselves, each other, and our participants, this installment focuses on logistics. There have been a variety resources posted about what it means to strategize fieldwork and to be “in the field” during a pandemic. Deborah Lupton’s crowdsourced document has been a fantastic resource for students and faculty alike trying to re-define field work during COVID19, anthropologist Pam Block wrote about bearing witness for the Wenner-Gren Blog, and a post by Sharon Ravitch for Social Science Space emphasized trauma-informed methods and chronic illness methodology (both of which I engage in my own work).Continue reading “research during covid (part 2): centering care in/with the mechanics of virtual fieldwork”
The following is a guest post by Laura Mauldin.
During COVID19, qualitative researchers are having to improvise and use all kinds of new strategies for doing fieldwork. I’ll focus on some of mechanics of these strategies in part 2 of this series, but this installment is focused on care: It is imperative to care for each other as researchers right now. We need a collective act of care for our fellow qualitative researchers; we are all pressured and stressed and trying to scramble to do the best work we can. We are all learning to adjust to the new realities of fieldwork, but we need to be willing to talk about what adjustments we have made so that we can collectively add to the fund of knowledge about this adjustment. Let’s make it easier for each other by talking about the ways we’ve adjusted, and, when necessary, the ways these adjustments have failed or fallen short.Continue reading “research during covid (part 1): taking care of each other”
Gender bias is pervasive in our society generally, and in the tech industry and AI research community specifically. So it is no surprise that image labeling systems—tools that use AI to generate text describing pictures—produce both blatantly sexist and more subtly gender biased results. Our new paper, out now and open access in Socius, adds more examples to the growing literature on gender bias in AI. More importantly, it provides a framework for researchers seeking to either investigate AI bias or to use potentially biased AI systems in their own work.Continue reading “ai gender bias and computational social science”
Last month, Audra Wolfe wrote a fantastic post about how science is and always has been political. In the post, she analyzes statements from Nature and Scientific American, both of which endorsed Joe Biden in the 2020 Presidential Election, but which take different approaches. Nature argues that Biden will restore the centrality of science to governance and trust in science, while Scientific American focuses on how rejecting scientific guidance has hurt the public. Wolfe summarizes:
“Trust science” and “being guided by” scientific data are different things. One implies restoring scientists’ ability to work as autonomous professionals; the other implies that a Biden administration will take scientists’ advice into consideration along with other factors, including our obligations to one another and to the planet.
Wolfe’s analysis is great and I recommend you go read it and then come back. Good? Ok! I have two related thoughts that I want to try to clarify in this post: the relationship between something being “political” and something being “partisan” and the question of how something becomes partisan. Thinking through these distinctions has been useful for me as I try to parse my frustration around contemporary discourse about whether science should be political (in some sense) and what scientists should do in light of different answers to that question.Continue reading “partisans, not scientists, decide if science is partisan”
In her new book Credible Threat: Attacks Against Women Online and the Future of Democracy, Sarah Sobieraj takes a deep dive into the experiences of women who have been targeted by online attacks in response to their participation in public dialogue about political and social issues. She documents the personal and societal-level costs of this harassment. Sobieraj shows how this abuse is at once focused (especially on non-white women, and on women who engage in arenas dominated by men including sports, gaming, and politics), but generic in its content (consisting of an unending stream of largely interchangeable threats of violence, often sexual violence, alongside vague attacks on women’s credibility and expertise). Women responded to these threats in different ways, making use of an array of largely ineffective tools provided by internet platforms and the legal system (where online threats are routinely dismissed as “not credible”). Many also ceased working on certain topics, or limited their public presence, forgoing the career opportunities associated with such a presence. In addition to creating considerable personal and professional consequences for the women targeted, Sobieraj argues that these attacks diminish the public sphere by forcing women out of it, and especially out of the male-dominated spaces where their voices are most needed. The book ends with a series of recommendations for how platforms can better enable users to respond to threats, and how the legal system can better react to such abusive speech.
The following is a Q&A with Soberiaj about her new book.Continue reading ““credible threat: attacks against women online and the future of democracy”: a q&a with sarah sobieraj”
The following is a guest post by Aliza Luft.
On July 6, 1942, an SS captain in Nazi-occupied France sent an urgent report to Hitler’s Reich Main Security Office in Berlin. Excitedly, he wrote, “All stateless Jews in the occupied and unoccupied zones are being made available for deportation. President Laval has proposed that, when deporting Jewish families from the Free Zone, children under 16 should also be taken.” Jews had been rounded up, detained, and deported from France for more than four months, but this was the first time French children were targeted for violent detention and removal—and the orders were handed down by their President.Continue reading “vichy’s family separation policy, and our own”
The following is a guest post by Jenn Lena and Terry McDonnell.
While cultural sociologists have had numerous debates about method in recent years (ethnography v. interviews v. forced choice surveys!), we have been far less attentive to questions of measurement. Our new book, Measuring Culture, aims to fill this gap. We start with the simplest question: Who might benefit from our book?Continue reading “why do we need a book about measuring culture?”