Category Archives: Research reports

Bogus versus extremely low-quality, Sullins edition

https://flic.kr/p/e6sfpP

Photo by CTBTO from Flickr Creative Commons (modified)

Calling a study “peer-reviewed” gives it at least some legitimacy. And if a finding is confirmed by “many peer-reviewed studies,” that’s even better. So the proliferation of bogus journals publishing hundreds of thousands of “peer-reviewed” articles of extremely low quality is bad news both for the progress of science and for public discourse that relies on academic research.

Two weeks ago I briefly reviewed some articles published by D. Paul Sullins, the anti-gay professor at Catholic University, on the hazards of being raised by gay and lesbian parents. I called the journals, published by Science Domain International (SDI), “bogus,” but said you could make an argument for extremely low quality instead.

After that Sullins sent me an email with some boilerplate from the publisher in defense of the journals, and he accused me of having a conflict of interest because his conclusions contradict one of my published articles. After correctly pointing out that a sting operation by Science failed to entrap an SDI journal with a bogus paper about cancer research, he said:

SDI is a new and emerging publisher. … While I would not say SDI is yet in the top tier, and I don’t like their journal names much either [which mimic real journal titles], for the reasons listed above I submit that this publisher is far from ‘bogus.’

How far from bogus?

Since that post, the reviews on the third of Sullins’ papers have been published by Science Domain and its journal, the (non-) British Journal of Education, Society & Behavioural Science. So we have some more information on which to judge.

The paper, “Emotional Problems among Children with Same-sex Parents: Difference by Definition,” was reviewed by three anonymous reviewers (from the USA, Brazil, Nigeria) and one identified as Paulo Verlaine Borges e Azevêdo, from Brazil. I summarize them here.

Anonymous USA

This reviewer only suggested minor revisions (nothing in the “compulsory revision” section). These were the suggestions: Avoid the first person, clarify the race of study participants, discuss the results in more detail, don’t use the word “trivial,” add citations to several statements, grammar check.

Anonymous, Brazil

This review demanded compulsory revisions: Clarify the level of statistical significance used, explain acronyms, clarify use of “biological parents” when discussing same-sex parents. And some minor revisions: one typo, one font-size change, standardize number of decimal places.

Anonymous, Nigeria

This reviewer included compulsory revisions: mention instrument used in the abstract, clarify measures used in previous studies on children’s well-being, test all four hypotheses proposed (not just three), clarify use of instrument used, shorten the discussion. Minor revisions: check for typos.

Paulo Verlaine Borges e Azevêdo, Brazil

This reviewer requested reorganizing the text, like this:

Would be better to redistribute the lengths of results (lessened), discussion (up) and conclusion (down) sections. In many moments, in the Result section the author deal with I believe would be better located in the Discussion (e. eg., between lines 345 and 355). I suggest that the subsections of Results would be reviewed by author and parts that discuss the results be transferred to the Discussion section … Strengths and Limitations would be better located in the discussion section too.

A few additional minor text modifications were included in the marked up manuscript.

Round two

Upon revision, Sullins was subjected to a punishing second round of reviews.

This included an interesting if ultimately fruitless attempt by Anonymous Brazil to object to this somewhat nutty sentence by Sullins: “biological parentage uniquely and powerfully distinguishes child outcomes between children with opposite-sex parents and those with same-sex parents.” What he meant was, when he controlled for the biological relationship between children and their parents — since hetero parents are more likely to have any biological parentage (and they’re the only ones with two bio parents) — it statistically reduced the gap in children’s mental health between married hetero versus same-sex parents. Although the exchange was meaningless in the decision whether to publish, and Sullins didn’t change it, and the reviewer dropped the objection, and the editors just said “publish it,” you would have to say this was a moment of actual review.

OK then

That’s it. None of this touched on the obvious fatal flaws in the study — that Sullins combines children in all same-sex families into one category while breaking those currently with different-sex parents into different groups (step-parents, cohabitors, single parents, etc.) — and that he has no data on how long the children currently with same-sex couples have lived with them, or how they came to live with them. So it leaves us right where we started on the question of same-sex parenting “effects” on children.

Of course, lots of individual reviews are screwed up. So, is this journal bogus or merely extremely low quality? Do we have a way of identifying these so-bad-they’re-basically-bogus journals that is meaningful to the various audiences they are reaching?

This matters is because journalists, judges, researchers, and the concerned public would like some way to evaluate the veracity of scientific claims that bear on current social controversies, such as marriage equality and the rights of gay and lesbian parents.

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Color and the making of gender in early childhood

Most of today’s readers weren’t following this blog back when I started writing about color preferences. Those posts are listed under the color tag. Now there’s a new paper on the subject that helps me think about how gender works in young children.

It’s called, “Preferences for Pink and Blue: The Development of Color Preferences as a Distinct Gender-Typed Behavior in Toddlers,” by Wang Wong and Melissa Hines, in the Archives of Sexual Behavior, the same journal where I published my paper on how adult color preferences are affected by the sex of their children. (Their paper is paywalled, but since we’re personal friends feel free to ask me for a look at my licensed copy.)

The researchers studied 126 children ages 20-40 months in a UK college town. The pertinent parts of their findings, for my purposes are: girls prefer pink over blue more than boys; but the the gap starts out quite small before age two and widens to age 3; the preferences are unstable, that is, the pinker girls and bluer boys at age 24 months are not the pinker girls and bluer boys at age 36 months. (The preferences were measured by asking which color they liked better on a card, and letting them choose between pink and blue gender-neutral toys.)

Whenever there is research showing differences between the sexes, I always like to look for the overlap (see, e.g., this post). That’s because people fixate on the differences to confirm their presumption that the differences are total, fixed, and baked in or genetic. This underlies the whole fixation on the dimorphism question. So when they report girls are more likely to choose pink over blue than boys, I plug the means and standard deviations into my graphing spreadsheet to see the implied distributions (assuming normality). Here is the overall pattern:

totalpb

So, you can decide whether you think that’s a big difference, but you should factor in the size of the overlap. The change over about 14 months was pretty impressive, with boys and girls pulling apart. Here are the curves at 20-26 versus 34-40 months:

youngoldpb

One possible interpretation of this pattern is that color preference is learned rather than baked in at birth, and this is a time kids learn it. That interpretation is strengthened by the further finding that, while the gender difference increases from age 2 to age 3, it’s not stable within individuals. That is, whether a kid was pink-positive or -negative at time 1 was not a predictor of their preference at time two. That’s what this figure shows — girls are more likely to be in the top-right, but the time-1–time-2 slopes aren’t significant:

asb-pinkblue

That’s more evidence against the idea that the sex difference in color preference is determined at birth, which is also consistent with the historical evidence, as Jo Paoletti’s work shows.

Children themselves have a strong motivation to perform their gender identity in ways that please adults or perhaps other children, and that tendency exacerbates early sex differences. They can anchor this performance to an arbitrary marker like color. From the paper (references removed):

Gender-related cognitive processes have been implicated in the acquisition of gender-typed color preferences. Specifically, gender-typed behaviors may be acquired through self-socialization after children have developed gender identity, and become self-motivated to adopt gender norms.

Unlike critics of this blog, I don’t fear that gender differences will be erased if we don’t continuously reinforce and celebrate them. People will figure out ways to make the “natural” differences count enough to get the job done when they need to. And reducing the pressure will help decrease both gender inequality and the stigma experienced by non-conforming people.

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Children in same-sex parent families, dead horse edition

Not that child well-being in different kinds of families isn’t a legitimate research topic, but this idea of proving same-sex parents are bad to whip up the right-wing religious base and influence court cases is really a shark jumping over a dead horse.

Without getting into all the possible detail and angles, here are some comments on the new research published by D. Paul Sullins, which claims to show negative outcomes for children with same-sex parents. Fortunately, I believe the legal efficacy of this kind of well-being witch-hunt research evaporated with Anthony Kennedy’s Windsor decision. Nevertheless, the gay-parents-are-bad-for-kids research community is still attempting to cause harm, and they still have big backers, so it’s important to respond to their work.

Research integrity

Below I will comment a little on the merits of the new studies, but first a look at the publication process and venues. As in the case of the Regnerus affair, in which Brad Wilcox, Mark Regnerus, and their backers conspired to manufacture mainstream legitimacy, Sullins is attempting to create the image of legitimate research, which can then be cited by advocates to the public and in court cases.

Although he has in the past published in legitimate journals (CV here), Sullins’ work now appears to have veered into the netherworld of scam open access journals (which, of course, does not include all open-access journals). Maybe this is just the decline of his career, but it seems they think a new round of desperate “peer-reviewed” publishing will somehow help with the impending legal door-slam against marriage inequality, so they’re rushing into these journals.

Sullins has three new articles about the mental health of children with same-sex parents. The first, I think, is “Bias in Recruited Sample Research on Children with Same-Sex Parents Using the Strength and Difficulties Questionnaire (SDQ).” This was published in the Journal of Scientific Research and Reports. The point of it is that same-sex parents who are asked to report about their children’s well-being exaggerate how well they’re doing.

The second paper is “Child Attention-Deficit Hyperactivity Disorder (ADHD) in Same-Sex Parent Families in the United States: Prevalence and Comorbidities.” It was published on January 21 in the British Journal of Medicine & Medical Research. It claims that children living with same-sex parents, surveyed in the National Health Interview Survey, are more likely to have ADHD than “natural” children of married couples.

The third — the one I call third because it doesn’t seem to have actually been published yet — is, “Emotional Problems among Children with Same-sex Parents: Difference by Definition,” in the British Journal of Education, Society & Behavioural Science. It’s point is the same as the second, with slightly different variables. (The author’s preprint is here.) This is the one Mark Regnerus referred to in a post calling attention to Sullins’ work. (The legitimacy strategy is apparent in Regnerus naming the fancy-sounding journal in the opening sentence of his post.)

What makes these scam journals? The first clue is that two of them have “British” in the name, despite not being British in any way (not that there’s anything wrong with that). They are all published by Science Domain, which is listed on “Beall’s List” of “potential, possible, or probable predatory scholarly open-access publishers.” They are not published by academic societies, they are not indexed by major academic journal databases, they publish thousands of papers with little or no peer review (at the expense of the authors), and they recruit authors, editors, and reviewers through worldwide spam campaigns that sweep up shady pseudo-scholars.

For the first two, which have been published, Science Domain documents the review process. The first paper, “Bias in Recruited Sample…,” first had to overcome Reviewer 1, Friday Okwaraji, a medical lecturer at the University of Nigeria, who recommended correcting a single typo. Reviewer 2, identified as “anonymous/Brazil,” apparently read the paper, suggesting several style changes and moving some sentences, and expressing misgivings about the whole point. After revisions, the editor considered the two reviews carefully, and then wrote to the managing editor, “Please accept the paper, it is okay.” It was submitted November 18, 2014 and accepted December 17, 2014.

The second paper, “Child ADHD…,” also shows its peer review process. Reviewer 1 was Renata Marques de Oliveira at the University of São Paulo, Brazil. In 2012 she was listed as a masters student in psychiatric nursing, and is now an RN. This is the entirety of her review of Sullins’ paper:

sullinsreview1

OK, then.

The second review is by Rejani Thudalikunnil Gopalan, described as a faculty member at Universiti Malaysia Sabah, or maybe Gujarat Forensic Sciences University, Gujarat, India. She was recently spotted drumming up submissions for a special issue of the scammy American Journal of Applied Psychology (“What? We didn’t say it was the same journal as the Journal of Applied Psychology, published by the American Psychological Association!”). The journal AJAP is published by the Science Publishing Group (see Beall’s List), but I couldn’t investigate further because their website happens to be down.

Unlike Oliveira, Gopalan seems to have read the paper, and offered a few superficial questions and suggestions – not quite the very worst review from a legitimate journal that I have ever read. After a cursory reply, the editor responded (in full): “The authors have addressed all reviewers’ concerns in a satisfactory way. This is an outstanding paper worthy of publication in BJMMR.” It was accepted two weeks after submission.

I don’t want to imply that three journals are illegitimate just because they are run for profit by low-status academics from developing countries. But looking at the evidence so far I think it’s fair to call these journals bogus. However, I wouldn’t argue too much if you wanted instead to say they are merely of the very lowest quality.

Why does a guy at a real university, with tenure, publish three articles in two months at a paper mill like Science Domain? I fear our dear Dr. Sullins has fallen out of love with the scientific establishment. Anyways.

Content

You might say we should just ignore these papers because of their provenance, but they’re out there. Plus, I want people to take my totally unreviewed blog posts seriously, so I should take these at least a little seriously. Fortunately, I can write them off based on simple, complete objections.

Combining the 1997-2013 National Health Interview Surveys, about 200,000 children, Sullins gets 512 children who are living with a same-sex couple (about 16% married, he says). In both the second and third papers, he compares these children to those living with married, biological or adoptive parents who are of different sexes. The basic problem here is obvious, and was apparent in the infamous Regnerus paper as well: same-sex couples, regardless of their history — married, divorced, never-married, just-married, married before the kid was born, just got together yesterday when the kid was 15, and so on — are all combined in one undifferentiated category. This just can’t show you the “effect” of same-sex parenting. (When Regnerus says this research supports the ” basic narrative … that children who grow up with a married mother and father fare best at face value,” he’s slipping in “grow up with,” though he knows the study doesn’t have the information necessary to make that claim.)

However, if Sullins did the data manipulations right — which I cannot judge because I don’t know the data, little detail is provided, and the reviewers have no expertise with it either — there is a simple descriptive finding here that is interesting, if unsurprising: children living with same-sex parents over the period 1997-2013, the vast majority of whom are not married, and presumably did not conceive or adopt the child in their relationship, have more emotional problems and ADHD than children living with their married, biological parents. We have to be smart enough to consider that — if it’s true — without falling into accepting the claim that such problems are the result of same-sex parenting, because that has not been established. Of course, this supports an argument for marriage equality, but it’s also just an empirical pattern worth understanding. If Sullins, Regnerus, and their ilk weren’t so hellbent on opposing homosexuality they could actually provide useful information that might be part of a knowledge base we use to improve children’s lives.

Sullins’ judgment is no doubt clouded by his overarching religious objection to homosexuality, which, he believes, like abortion and contraception,

contravene the natural operation of the body in order to conform human sexuality to the ideals of modernity… By severing the link between sex and children, both [abortion and homosexuality] increase privatization, diminish the social intentionality and form of the sexual union, and undermine the unitive good and the transcendent goal of marriage.

So for him it’s already settled — long before he extruded these papers (and Regnerus has expressed similar views). Apparently they think they just need a few bogus publications to bring the public along.

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Fewer births and divorces, more violence: how the recession affected the American family

I wrote this for The Conversation. Read the original here.

Observers may be quick to declare social trends “good” or “bad” for families, but such conclusions are rarely justified. What’s good for one family – or group of families – may be bad for another. And within families, interests do not always align. Divorce is “bad” for a family in the sense of breaking it apart, but it may be beneficial, or even essential, for one or both partners or their children.

This kind of ambiguity makes it difficult to assess what kind of impact the recent recession and its aftermath had on families. But for researchers, at least, it offers a lot of job security – so many questions, so much going on. In any case, here’s where we stand so far.

The effect of the Great Recession on family trends in the United States has been dramatic with regard to birth rates and divorce, and has been strongly suggestive of family violence, but less clear for marriage and cohabitation.

Marriage rates declined, and cohabitation rates increased, but these trends were already underway, and the recession didn’t alter them much. When trends don’t change direction it’s difficult to identify an effect of a shock this broad. However, with both birth rates and divorce, clear patterns emerged.

Birth rates: a sharp drop
The most dramatic impact was on birth rates, which dropped precipitously, especially for young women, as a result of the economic crisis. How do we know? First, the timing of the fertility decline is very suggestive. After increasing steadily from the beginning of 2002 until late 2007, birth rates dropped sharply. (The decline has since slowed for some groups after 2010, but the US still saw record-low birth rates for teenagers and women ages 20-24 as late as 2012.)

Second, the decline in fertility was steeper in states with greater increases in unemployment. Although we don’t have the data to determine which couple did or did not have a child in response to economic changes, this pattern supports the idea that financial concerns convinced some people to not have a child.

That interpretation is supported by the third trend: the fertility drop was more pronounced among younger women – and there was no drop at all among women over 40. That may mean the fertility decline represents births postponed by families that intend to have children later – an option older women may not have – which fits previous research on economic shocks.

It seems likely that people who are on the fence about having a baby can be swayed by perceived financial hardship or uncertainty. From research on 27 European countries, we know that people with troubled family financial situations are more likely to say they are unsure whether they will meet their stated childbearing goals – that is, economic uncertainty doesn’t change their familial aims but may increase uncertainty in whether they will be met.

However, some births delayed inevitably become births foregone. Based on the effect of unemployment on birth rates in earlier periods, it appears a substantial number of young women who postponed births will end up never having children. By one estimate, women who were in their early 20s during the Great Recession are projected to have some 400,000 fewer lifetime births and an additional 1.5% of them will never have a birth.

Divorce rates: a counter-intuitive reaction
In the case of divorce, the pattern is counter-intuitive. Although economic hardship and insecurity adds stress to relationships and increases the risk of divorce, the overall divorce rate usually drops when unemployment rates rise.

Researchers believe that, like births, people postpone divorces during economic crises because of the costs of divorcing – not just legal fees, but also housing transitions (which were especially difficult in the Great Recession) and employment disruptions.

My own research found that there was a sharp drop in the divorce rate in 2009 that can reasonably be attributed to the recession. But, as we suspect will be the case with births, there appears to have been a divorce-rate rebound in the years that followed.
Domestic violence: a spike along with joblessness
Family violence has become much less common since the 1990s. The reasons are not entirely clear, but they certainly include the overall drop in violent crime, improved response from social service and non-governmental organizations, and improvements in women’s relative economic status. However, when the recession hit there was a spike in intimate-partner violence, coinciding with the sharp rise in men’s unemployment rates (I show the trends here).

As with the other trends, it’s hard to make a case based on timing alone, but the evidence is fairly strong that the economic shock increased family stress and violence. For example, one study showed that mothers were more likely to report spanking their children in the months when consumer confidence fell. Another study found a jump in abusive head trauma cases during the recession in several regions. And there have been many anecdotal and journalist accounts of increases in family violence, emerging as early as 2009. Are these direct results of the economic stress or mere correlation? It’s hard to say for sure.

The ultimate impact of these trends on American families will likely take years to emerge. The recession may have affected the pattern of marriage in ways we don’t yet understand – how couples selected each other, who got married and who didn’t – and may create measurable group of marriages that are marked for future effects as yet unforeseen. Like the young adults who entered the labor market during the period of high unemployment and whose career trajectories will be forever altered unfavorably, how these families bear the scars cannot be predicted. Time will tell.

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Certain death? Black-White death dispersions

New research report, after rumination.

Knowing the exact moment of death is a common fantasy. How would it change your life? Here’s a concrete example: when I got a usually-incurable form of cancer, and the oncologist told me the median survival for my condition was 10 to 20 years, I treated myself to the notion that at least I wasn’t going to the dentist anymore (6 years later, with no detectable cancer, I’m almost ready to give up another precious hour to dentistry).

I assume most people don’t want to die at a young age, but is that because it makes life shorter or because it makes them think about death sooner? When a child discovers a fear of death, isn’t it tempting to say, “don’t worry: you’re not going to die for a long, long time”? The reasonable certainty of long life changes a lot about how we think and interact (one of the many reasons you can’t understand modernity without knowing some basic demography). I wrote in that cancer post, “Nothing aggravates the modern identity like incalculable risk.” I don’t know that’s literally true, but I’m sure there’s some connection between incalculability and aggravation.

Consider people who have to decide whether to get tested for the genetic mutation that causes Huntington’s disease. It’s incurable and strikes in what should be “mid”-life. Among people with a family history of Huntington’s disease, Amy Harmon reported in the New York Times, the younger generation increasingly wants to know:

More informed about the genetics of the disease than any previous generation, they are convinced that they would rather know how many healthy years they have left than wake up one day to find the illness upon them.

The subject of Harmon’s story set to calculating (among other things) whether she’d finish paying off her student loans before her first symptoms appeared.

The personal is demographic

So what is the difference between two populations, one of which has a greater variance in age at death than the other? (In practice, greater variance usually means more early deaths, and the risk of a super long life probably isn’t as disturbing as fear of early death.) Researchers call the prevalence of early death — as distinct from a lower average age at death — “life disparity,” and it probably has a corrosive effect on social life:

Reducing early-life disparities helps people plan their less-uncertain lifetimes. A higher likelihood of surviving to old age makes savings more worthwhile, raises the value of individual and public investments in education and training, and increases the prevalence of long-term relationships. Hence, healthy longevity is a prime driver of a country’s wealth and well-being. While some degree of income inequality might create incentives to work harder, premature deaths bring little benefit and impose major costs. (source)

That’s why reducing life disparity may be as important socially as increasing life expectancy (the two are highly, but not perfectly, correlated).

New research

Consider a new paper in Demography by Glenn Firebaugh and colleagues, “Why Lifespans Are More Variable Among Blacks Than Among Whites in the United States.”

I previously reported on the greater life disparity and lower life expectancy among Blacks than among Whites. Here is Firebaugh et al’s representation of the pattern (the distribution of 100,000 deaths for each group):

bwdeaths

Black deaths are earlier, on average, but also more dispersed. The innovation of the paper is that they decompose the difference in dispersion according to the causes of death and the timing of death for each cause. The difference in death timing results from some combination of three patterns. Here’s their figure explaining that (to which I added colors and descriptions, as practice for teaching myself to use an illustration program — click to enlarge):

bw death disparities

The overall difference in death timing can result from the same causes of death, with different variance in timing for each around the same mean (spread); different causes of death, but with the same age pattern of death for each cause (allocation); and the same causes of death, but different average age at death for each (timing). Above I said greater variability in life expectancy usually means more early deaths, but with specific causes that’s not necessarily the case. For example, one group might have most of its accidental deaths at young ages, while another has them more spread over the life course.

Overall, the spread effect matters most. They conclude that even if Blacks and Whites died from the same causes, 87% of the difference in death timing would persist because of the greater variance in age at death for every major cause. There are differences in causes, but those mostly offset. Especially dramatic are greater variance in the timing of heart disease (especially for women), cancer, and asthma (presumably more early deaths), The offsetting causes are higher Black rates of homicide (for men) and HIV/AIDS deaths, versus high rates of suicide and accidental deaths among White men (especially drug overdoses).

The higher variance in causes of death seems consistent with problems of disease prevention and disparities in treatment access and quality. (I’m not expert on this stuff, so please don’t take it exclusively from me — read the paywalled paper or check with the authors if you want to pursue this.)

Are these differences in death timing enough to create differences in social life and outlook, or health-related behavior, between these two groups? I don’t know, but it’s worth considering.

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Turns out marriage and income inequality go pretty well together

Diatribe first, then critique.

Brad Wilcox and Bob Lerman have a new report arguing, among other things:

Had marriage rates not declined substantially among parents, many more families would have attained middle-class incomes, and the inequality across families would have increased at a slower rate.

It’s well established that falling marriage rates are contributing to family income inequality. However, increasing inequality is not an inevitable result of low marriage rates. In general, among rich countries, higher marriage rates are associated with higher levels of income inequality. The USA is a clear outlier here:

marriage-inequality2

It’s possible marriage increases income inequality in general. It’s also possible that people don’t get married as much when they’re not worried about inequality. Regardless, this shows high marriage rates are quite compatible with high inequality.

Falling marriage does contribute to rising inequality in the USA, because of how it’s manifesting: increasing selectivity in marriage, so that richer people are getting and staying married more; and increasing social class endogamy, so that there are more two-high-income families lording over more one-low-income families. And all of that is exacerbated by widening underlying inequality, with high-end incomes pulling away from low-end incomes, relatively unchecked by income redistribution.

One obvious solution is to take money away from married high-income people and give it to single low-income people. With all the benefits that married people get — many of them through no special effort of their own, but rather as a result of their social status at birth, race, health, good looks, legal perks, or lucky breaks — it seems reasonable to tax marriage, like a windfall profits tax, or an inheritance tax, or a progressive income tax. But, if you’re squeamish about taxing something “good” like marriage, then just taxing wealth a little more would accomplish much the same thing. This elegant solution would decrease inequality, increase well-being for poor people, and equalize life chances for children (who are the future, I believe). In other words, it’s out of the question.

A second, less-obvious (but more-often mentioned) solution is more marriage. Low-income single people could become high-income married people. Or, failing that (which they would) they could settle for becoming low-income married people. Besides the fact that efforts to promote marriage have been a complete failure, would this even make poor single people and their children better off?

The family science right-wing establishment says Yes. To the poor singles, they say: “See how well married people are doing? Get married and you’ll be like them (also: you won’t get raped so much, you sluts.)” To their rich donors and political allies, they say, “Make them earn their benefits by demonstrating their moral fiber and manning up.” The welfare reform attempted this, and successfully forced many single mothers into the labor force in the cause of character development  — but it failed in its goal of marrying them off.

So more marriage is the new agenda — and the family right has a plan that leads inexorably to success (for them): either by successfully raising marriage rates among the poor (extremely unlikely), or by justifying the continued denial of basic welfare to the poor and shoring up the political case against economic redistribution (extremely likely).

A few notes on the first part of their report

Question: Why should we think the unmarried people would get the same benefits from marriage that currently married people do? If marriage is becoming increasingly selective, then you can’t assume the benefits observed among actually married people would be reaped by those who have been left out (or opted out) of the increasingly stringent marriage selection process. They may not have the assets that lead to marriage benefits — skills of many kinds, wealth, social networks, and so on.

Wilcox and Lerman say family income would have risen more — and there would be less inequality — if more people were married, because married couple incomes rose faster than average. They show this:

willerfaminc

Setting aside the completely misleading use of an area chart, and the gruesome y-axis truncation, this shows that married-parent families have had faster than average income growth. One obvious reason for this is women’s rising labor force participation, at least into the 1990s. That has a big effect on income at the median, which is the line this is showing for each group (though the area form makes it look like it’s some kind of distribution). Rising income at the median would reduce income inequality. The fact that single-parent families are dragging down the average contributes to growing inequality and a stagnant overall median.

But the top is where most inequality is being generated. Looking at the top will help us see not just growing inequality, but also why getting poor people to get married won’t help them as much as Wilcox and Lerman think it would. Let’s add the 90th and 10th percentiles to the married parent income trends. My figure shows that the married parent family’s 90th percentile’s income has risen 39% since 1979, while the median has risen 14%. But the 10th percentile’s income has fallen 12%.

married couple ineq.xlsx

So, if poor single people finally get with it and start getting married, which married parents are they going to look like?

The chart shows dramatically increasing inequality among married-couple families. Pouring more married couples into the bottom of the distribution doesn’t seem likely to fix that. And, as Jordan Weissman pointed out, the family structure story has nothing to do with the huge rise in incomes in the top 1% and .1%, which are central to the inequality story.

Till now I’ve skirted some thorny technical issues to make a comparison comparable to Wilcox/Lerman’s data. But assessments of family income inequality are tricky. Marrying two low earners creates one family household with twice the income. That shows up as a rise in incomes per family, but what is the real gain? They get economies of scale, but most descriptions (like Wilcox/Lerman’s) don’t take that into account. And the children might increase their consumption from greater access to the second income, but that’s hidden within the family black box.

To see how changes in family income distributions affect children, it’s useful to use a family size adjustment. I like one in here that counts kids as seven-tenths of an adult, and scales the family income by .65. (So you just divide family income by this: [(adults+(.70*kids)).^65].) Now you can track children’s cash on hand much better. I also prefer to use household rather than family income and composition, because the Census definition of families is narrow. In the charts so far, for example, parents’ cohabiting partners’ income is not included.

So here is the inequality trend for children — using the Gini index for needs-adjusted household income (code here) — by parents’ marital status:

kid-gini-1980-2012.xlsx

This shows that the increase in family inequality has been much more dramatic for married-couple families than single-parent families. That’s those high-income couples pulling away from the middle and the bottom. On the other hand, inequality has been and remains higher for single-parent families. Note that the inequality for all children is not just the average of the two other lines, because it also includes the inequality between married-couple and single-parent families.

So moving people from single to married would have reduce inequality more in 1980 than now, but just on composition it might still help if it boosted cash per kid through access and efficiency. Whether that benefit would outweigh the costs is not clear. If people not married yet aren’t just like the people who are — they may have lower skills and resources of various kinds, for example — marriage might not facilitate those transfers. Plus, it’s only good if the people want to be married.

Anyway, point is, married-couple families are doing pretty well at increased income inequality all by themselves.

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9 uses of “the ways in which” that should be replaced by “how”

Searching through sociology for the ways in which is literally like shooting ducks in a barrel (easy).

Shooting Ducks in a Barrel

For this post I made sure to include some giants in the field, and major journals, to underscore the ways in which this problem is not limited to the over-wrought fringe.

The “how” rule is not universally applicable. In some cases “the ways” would be a better replacement. But in these 9 examples “how” is enough.

Reproducing Stories: Strategic Narratives of Teen Pregnancy and Motherhood

Within this narrative, there is no space for negotiating or even acknowledging the ways in which poverty, racism, and sexism affect the lives of young mothers.

Social Network Analysis: An Introduction

… her research showed the importance of ties across kin groups and households and the ways in which the strength of membership within families varied…

The New Institutionalism in Organizational Analysis

Whereas economists and political scientists offer functional explanations of the ways in which institutions represent efficient solutions to problems of governance, sociologists reject functional explanations and focus instead on the ways in which institutions complicate and constitute the paths by which solutions are sought.

The Transformation of Intimacy: Sexuality, Love, and Eroticism in Modern Societies

She found major differences between the ways in which the boys discussed sex (they did not often speak of love) in the course of her lengthy interviews with them and the responses of the girls.

Practicing Intersectionality in Sociological Research: A Critical Analysis of Inclusions, Interactions, and Institutions in the Study of Inequalities

A good example of this can be found in Hays’s (2003) discussion of the ways in which college students are prone to the drug use and sexual activity that are so strongly condemned among poor teens.

The Division of Labor in Society (Introduction)

The new introduction to this edition takes a different tack, focusing on the ways in which this work is of present-day sociological interest.

Video Game Culture, Contentious Masculinities, and Reproducing Racialized Social Class Divisions in Middle School*

Recent feminist theorizing on relations between gender and technology emphasizes the ways in which the two mutually shape each other.

Pattern Variables Revisited: A Response to Robert Dubin

The Editor’s invitation to comment on his paper has given me the opportunity to work out an overdue clarification of the ways in which Model II builds on and goes beyond, rather than replaces, Model I.

Gastronationalism: Food Traditions and Authenticity Politics in the European Union

I use Brubaker’s (1996:10) broad definition of nationalism — a set of idioms, practices, and possibilities available in cultural and political life, delimited by social or physical boundaries — to consider the ways in which a nation’s people are defined, or self-define, as a distinct group.

*This was one of eight pieces in the Summer 2014 issue of Signs that came up in my search. For a previous criticism of the writing in Signs, see this post.

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