Survivor bias and the 92% of Southern Black men who support spanking

In today’s New York Times both Michael Eric Dyson and Charles Blow write about spanking. Blow doesn’t mention race and the South, but that’s in the background when we writes:

I understand the reasoning that undergirds much of this thinking about spanking: Better to feel the pain of being punished by someone in the home who loves you than by someone outside the home who doesn’t.

Dyson goes further, and ties the practice back to slave plantations:

Black parents beat their children to keep them from misbehaving in the eyes of whites who had the power to send black youth to their deaths for the slightest offense. Today, many black parents fear that a loose tongue or flash of temper could get their child killed by a trigger-happy cop. They would rather beat their offspring than bury them.

Here are a couple of logical points, and then some data.

First, please note that the rationale some Black parents use doesn’t need to explain all of the practice of beating children, just the difference between Blacks and Whites. Blacks are more likely to support spanking than Whites, but a strong majority of both groups in this country agree spanking is “sometimes necessary.” So not every case of Black parents beating their children is attributable to slavery and racism. Some may be, and the rationale no doubt is in many cases, but that’s not the whole story.

Second, it’s common for people who suffer some disadvantage and survive to attribute their survival to the hardship they suffered. NFL player Adrian Peterson, who beat his 4-year-old son with a stick, said, “I have always believed that the way my parents disciplined me has a great deal to do with the success I have enjoyed as a man.”

If there were 15 boys on a lifeboat, and one survived, he would probably say, “I have always believed that my lifeboat experience has a great deal to do with the success I have enjoyed as a man.” If he were successful in his post-lifeboat life, people might agree with his explanation. In fact, statistics might even show that lifeboat survivors are more successful. Statistically, that’s a survivor bias – the people who should be dragging down the average aren’t alive to weigh in.

A more subtle effect is not just statistical bias but real survival selection — the one lifeboat guy who lives was probably the strongest. So his story seems credible, even though lifeboat populations have very high mortality. In fact, the “Black-White mortality crossover” is a classic puzzle upon which many demographers (including me, though I sadly didn’t get it published) have cut their teeth: At old ages, Blacks have lower mortality rates than Whites (here’s a recent update). That’s partly because to live to old age in Black America you have to be tough (and partly because some old Blacks exaggerate their age, intentionally or unintentionally, which is a cultural expression of the same thing).


Anyway, kudos Harry Enten at 538 for turning to the General Social Survey to show trends in spanking attitudes. He shows that born-again Christians, Blacks, Southerners, and Republicans are all more likely to support spanking. And he did a regression showing those variables all predict spanking agreement when entered together. However, what he doesn’t show is the the interaction most important for today’s news: The support for spanking among Black men raised in the South. (Enten uses the GSS code for where people currently live, when for a question like this I think it’s more appropriate to use the code for where people lived when they were age 16.)

To get a decent sample size (this is down to 211 Southern Black men), I pooled three administrations of the GSS (2008, 2010, 2012), to get this:

spanking race and region.xlsx

Notice the huge gender gaps, which Enten for some reason didn’t consider.  And see that the Southern-at-age-16 people have higher rates of supporting spanking than the currently-Southern. If spanking were a reasonable adaptation to hardship, necessary for children to toughen up and learn to follow orders so they don’t get killed by Whites, why would Black men support it more than Black women?

So 92% of Southern Black men support a “good, hard spanking,” and Charles Barkley was probably right, empirically, when he said spanking was ubiquitous in the South in his childhood. But 75% of non-Southern White men support it, too. So it’s variations on a nearly-universal theme.

And the people who think it helps children because it helped them are not alone among the survivors of difficult childhoods. But that doesn’t mean they’re right.

Clarification: Don’t take the term “survivor” too literally. The lifeboat analogy is just an extreme version of, “15 people experienced harsh beating as a child, and one ended up a successful football player.” People who suffer and succeed often incorrectly attribute their success to their suffering.


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Syllabus supplements for fall family sociology

Last year I posted a list of blog pieces by subject, to help people teaching family courses generate ideas and discussion. Now my book is done and some of that material is in there. If you use the book for your class, we’ll give you all kinds of awesome teaching materials. But if you’re not using it (yet), here’s another list of blog posts to supplement your course. I hope this is useful whether you’re assigning the book or not, and even if you’re teaching something besides a family course.

This is organized according to my table of contents. Please let me know what works and what doesn’t, and offer your additional suggestions in the comments.

1. Introduction

  • What current demographic facts do you need to know? These 22 demographic data points are a good place to start. What else is necessary knowledge just to get through the day without being grossly misled or misinformed?
  • High marks for Census: Describes the cultural shift at the Census Bureau that followed from Obama’s election and the decision to start counting gay and lesbian married couples. Also, a nice video they made explaining how a small error in a large population (mis-marking the sex box) can dramatically distort the number of a small population within it (same-sex couples).
  • Millennial, save thyself: Are millennials in trouble because their ties to marriage, work, and religion are weak? It’s “kids these days” all over again. With some simple data analysis and trends.

2. History

3. Race, ethnicity, and immigration

  • Black is not a color: Black and White are social, not biological, classifications. So why do we treat the words as if they were just colors?
  • Immigrant health paradox update: What can we learn from the surprisingly low infant morality rates of immigrants? Maybe healthier people migrate, but after a generation (or less) in the U.S., their advantage appears to erode.
  • The world that Sabta made: My grandmother lived from 1913 to 2009, and came to the U.S. from Poland in 1921, the youngest passenger on the S.S. Ryndam. Hers is one of the great stories of the century, leaving a mark that goes well beyond her 50+ great-grandchildren.

4. Social class

5. Gender

6. Sexuality

7. Love and romantic relationships

  • Is dating still dead? The death of dating is now 50 years old, and its been eulogized so many times that its feelings are starting to get hurt.
  • Online dating: efficiency, inequality, and anxiety: I’m skeptical about efficiency, and concerned about inequality, as more dating moves online. Some of the numbers I use in this post are already dated, but this could be good for a debate about dating rules and preferences.
  • Is the price of sex too damn low? To hear some researchers tell it in a recent YouTube video, women in general — and feminism in particular — have ruined not only sex, but society itself. The theory is wrong. Also, they’re insanely sexist.

8. Marriage and cohabitation

9. Families and children

10. Divorce, remarriage, and blended families

11. Work and families

12. Family violence and abuse

13. The future of the family

  • Tripping on tipping points: Minority births are now the majority. Is this a tipping point, a milestone, or a watershed? On the importance of accurately representing trends.
  • Dependency futures: An NPR story (linked here) on retirement prompts a look at how US demographic trends may be moving toward a future with more old-age dependency.
  • Marriage is declining globally: Can you say that? Yes, you can say that. But will it continue? We should be careful with predictions, but lots of demographic evidence suggests it will.

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Adjectives for children’s chronic conditions

In the Google ngrams database of American English, I got relative frequencies of the terms x+children, where x is a chronic malady of some sort. I tried a lot of different ones, and only included ones that topped the list at least once in the past 100 years. The most common (as suggested in the comments below) is “handicapped children,” which dominates all others from 1920 to 1995. After that, this is what I came up with, ordered by the period in which they were #1:

  • 1910s: sickly children
  • 1920s: neurotic children
  • 1930s-1950s: maladjusted children
  • 1965-1975: psychotic children
  • Mid-1970s, briefly: hyperactive children
  • Late 1970s-2000s: disabled children

After the mid-1990s, however, “children with disabilities” becomes more common than any of them. I couldn’t find anything in the old days that was as popular as disabled or hyperactive would later become. Does this imply more concern or negative attention to children?

Here is the figure. The frequency of each term is shown in relation to the total uses of “children” (click to enlarge):


If you think I missed anything, to play with it yourself, or to see how I did it, here’s the link.

Another question about the same terms: are they individualized (x-child) or grouped (x-children)? Summing all the terms with child, shown as a percentage of all the terms with children (leaving out “with disabilities”), produces this figure (smoothed to a 10-year curve):


Individualization peaked from 1920 to 1940, when the combined individual terms outnumbered the plural terms, before sliding till 1990. Now we may be in an individualizing rebound. (Here is the link to that search if you’re interested in the coding).

I get a kick out of language history like this. But I draw no conclusions without further study. Here are some related posts:



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Diversity is the new normal

I have new briefing paper out today with the Council on Contemporary Families, titled “Family Diversity is the New Normal for America’s Children.” I’ll post news links soon. In the meantime:

I’m happy to provide high quality graphics.

Let me know what you think!

Reports and commentary:


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Christian Smith responds to my review of The Sacred Project

Please welcome guest blogger Christian Smith, William R. Kenan, Jr. Professor of Sociology and Director of the Center for the Study of Religion and Society at the University of Notre Dame. His post is a reply to my review of his book, The Sacred Project of American Sociology, originally posted here. He also posted a reply to Andrew Perrin’s review over on Scatterplot today (but because that is just in the comments section, he doesn’t get the CV line “guest blogger” from that appearance). I have added a few comments of my own at the end.

Reply to Phil Cohen’s “It’s Modernity, Stupid”

by Christian Smith

When Phil Cohen’s response to my book, The Sacred Project of American Sociology, was first published on his website, various colleagues alerted me to it, but also suggested it was not worth reading, much less engaging, so lopsided and noxious they said it was. I took their advice. However, over this holiday weekend I thought for fun I might disregard their advice and read Phil’s piece.

My informants turned out to be right. Offering a point-by-point reply to Phil’s review seems fruitless, given where he and I stand. But I will venture a few general observations and leave it at that.

What is most striking about Phil’s response in general is how indeed obviously lopsided it is. If what his readers wanted was the pulling out of context of everything that could possibly be construed to seem to be the worst in a book and framing it in a most damning light, then Phil delivered, entertainingly. His “documented personal animosity” toward me clearly showed in his tone and analysis.

However, if what readers wanted was a careful, reflective, and balanced evaluation of my book, they will have to look elsewhere. Maybe or maybe not such a review will be forthcoming in an academic journal.

Phil’s is the sort of response designed to get a book dismissed early on (within 24 hours of its release in July, in my case) before it is taken seriously by too many potentially interested readers. Throw the damn thing under the bus before it causes trouble. “Pay no attention to the man behind the curtain” is the larger genre of rhetoric to which it belongs. This may be effective ideological activism, but it doesn’t really count as a serious review.

Phil’s reaction is a lot of distraction, mostly. He casts me as an anti-modern grump who can only think anecdotally. He discusses my case as if it were just another round in the Regnerus debacle. He picks away at this and that issue with lots of cute jabs. But those are diversions from my book’s larger argument about sociology’s sacred project and its problematic consequences. The subtext is this: Keep your eye on the ball of the game that Phil wants you to be playing, and ignore Smith’s actual argument. But not everyone is distracted. “I haven’t followed this closely, but it seems like Phil’s reaction just provides more evidence substantiating your thesis,” is what one sociology colleague (a secular, politically progressive, full professor) recently emailed me.

Phil’s view is that sociology’s mission simply = “modernity, stupid.” But that reflects a convergence-toward-uniformity view of modernity inherited from 1950s-style modernization theory. It does serve the rhetorical purpose of branding anyone as anti-modern as a “vaccine denier” who may not agree with Phil’s view of the world.

Unfortunately, Phil’s view about modernity is outdated, specifically concerning the empirical fact of “multiple modernities,” that is, about the massive cultural and institutional pluralism that characterizes real modernity today across and within societies and global regions, which numerous scholars have documented and theorized. There exists an important literature on multiple modernities that Phil might wish to consult to get this point: just as there is not only one modernity, so sociology need not be dominated by one sacred project. Phil’s cloaking of that project with the mantle of an allegedly inexorable singular modernity reflects in yet another way the parochial imagination of sociology’s sacred project that his piece seems intent on defending.

One theme in my book (among many) that Phil’s response obscured is that I am not recommending that American sociology be purged of its sacred project. Most social groups have sacred projects and sociology is entitled to its own sacreds. As I say in my book, sociology would be horrendously boring without a sacred project. Furthermore, when it comes to the particular features of sociology’s sacred project, I personally embrace and endorse many of them. My argument, then, is not to eliminate sociology’s sacred project, but rather to be more honest about our sacred project and its consequences and to allow a greater pluralism of sacred projects within the discipline. That Phil understood that basic point is not at all clear.

I continue to hear reports from various kinds of sociology colleagues around the country who have read my book and say they think it is essentially right, even if they do not agree with all the details. None of them, however, will ever say that in public. Why? Fear, intimidation, self-preservation. They know there is a price to be paid for speaking their minds on these matters, so they keep quiet. American sociology, in other words, has managed to create an environment of uncoordinated self-censorship.

Is everyone okay with that? If so, then let’s be satisfied with the kind of personal-animosity-driven writings like Phil Cohen’s piece. My only request, then, is, as I wrote in my book, that we be completely honest about what is going on and ready to live with the problematic consequences.


Reply from Philip Cohen

Four short points.

1. I didn’t say, and don’t believe, that my review was driven by any personal animosity. What I said in the original post was that, because I once used a profanity in an email to Smith, I didn’t want to get some editor in trouble if they were to publish my review and then Smith produced my email as evidence of bias. That’s why I published the review myself.

2. If my review was really just a lot of diversions, and out-of-context jabs, which obscured “many” themes from the book, then I really wonder what I missed. Where is there any actual evidence for his argument about contemporary American sociology, which is not subject to “framing … in the most damning light”? Maybe he should provide us with another appendix that clarifies which evidence we should evaluate seriously and which we should avoid lest we accidentally cherry pick anecdotes to make him look bad. The book is very short.

3. “None of them, however, will ever say that in public.” Really? Come on, o ye fearful anonymous colleagues of Christian Smith! Do you who think he is “essentially right” really plan to go through your careers without ever expressing your true opinions in public? What kind of intellectual coward does that (especially when they have tenure)? Coincidentally, this is exactly the tactic Nicholas Wade used in the other book I wrote a long review of this summer. “The less academics defend me,” they say, “the more evidence this is that I am courageous and alone in my maverick stance against the all-powerful academic establishment.” While Smith has an endowed chair at a wealthy private university — with zillions of dollars in foundation grants for his research projects — maybe the next person who agrees with his opinions will be the victim of harsh retribution and face some career-ended “price to be paid.” Or maybe this is baloney.

4. Sure, multiple modernities. However, some contemporary modernities are really postmodern pre-modernities.

Note: I tried to find the source for the screaming man image, but it’s been used too many times without attribution, going back at least to 2008, for me to figure out the source.


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Immigrant health paradox update

I wrote a few years ago about the surprisingly low infant mortality rates among immigrants, especially Mexican immigrants, given their relative socioeconomic status. As poor as they other, in other words, we would expect higher infant mortality rates than they have. This has been called the epidemiological paradox. Here is an update, which includes some text from the previous post.

In almost every race/ethnic group, immigrants are healthier.* Here’s the pattern for infant mortality, now updated with 2010 infant mortality rates from federal vital statistics records (click to enlarge).


For Latinos in particular, their health is surprisingly good given their economic conditions. Robert Hummer and colleagues, in a 2007 article, offered a succinct description:

…the relatively low levels of education, income, and health insurance coverage among Hispanics compared with non-Hispanic whites is thought to place the former at higher risk for negative health outcomes. However, it is well documented that some Hispanic groups exhibit similar observed death rates compared with the non-Hispanic white population and much lower death rates than the non-Hispanic black population, whom they closely resemble with respect to socioeconomic characteristics. The greatest enigma is exhibited by the Mexican-origin population of the United States. This Hispanic subgroup is characterized by low educational attainment; low health insurance coverage rates; mortality rates similar to non-Hispanic whites; and much more favorable mortality rates than those of non-Hispanic blacks across most of the life course.

In a 2013 revisiting of the paradox, Daniel Powers confirms the basic pattern, but adds an important wrinkle for Mexican mothers: the foreign-born advantage disappears for older mothers. Thus, children born to older Mexican immigrants have similar risks as those who mothers are born in the U.S. He concludes, in part:

Given the association between infant survival and maternal health, differential infant survival within the Mexican-origin population suggests that longer exposure to social conditions in the U.S. undermines the health of mothers who, in general, seem to have more favorable health endowments than their non-Hispanic white counterparts as evidenced by the relatively lower rates of infant mortality at younger ages.

Immigrants are often healthier than the average people in the countries they came from, which explains some of the paradox. However, our ability to accurately assess the relative health of immigrants versus the populations they left behind is limited by available data. Further, in the case of Mexico, the situation is complicated by cyclical movements of immigration and emigration. In a recent paper, Georgiana Bostean reviews this problem, and compares the health of immigrants, non-migrants, and return migrants to Mexico. And — It’s complicated. She concludes:

…there is no simple explanation for Latinos’ perplexing health outcomes, such as simply that healthier people migrate. Rather, migrants are positively selected in some health aspects, negatively selected in others, and in yet other health outcomes, there is no selection effect. In sum, selective migration plays a role in explaining some of U.S. Latinos’ health outcomes, but is not the only explanation and does not account for the Paradox.

These articles are a good place to start on this topic: lots of references to fill in the background and previous research on this paradox, which goes back at least to the 1980s. This is a fascinating and important research area, dealing with such questions as health behaviorintergenerational change, thorny puzzles about different immigrant groups, child development and lots more.

*Because Puerto Rico is part of the U.S. (albeit not a free part), people born in Puerto Rico who move to the states are not immigrants, just migrants. In the figure I used the terms “US Born” and “Foreign born,” but this is just shorthand, and not strictly accurate for Puerto Ricans.


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My rejection of the National Marriage Project’s “Before ‘I Do'”

All day today, “The Decisive Marriage” has topped the New York Times most-emailed list. The piece is a Well Blog post, written by Tara Parker-Pope, which reports on a report published by the National Marriage Project and written by Galena Rhoades and Scott Stanley, “Before ‘I Do': What Do Premarital Experiences Have to Do with Marital Quality Among Today’s Young Adults?”

I have frequently criticized the National Marriage Project, run by Bradford Wilcox (posts listed under this tag), and I ignore their work when I can. But this report is getting a lot of attention now and several people have asked my opinion. Since the research in the report has not been subject to peer review, and the Pope piece does not include any expert commentary from non-authors, I figured I’d structure this post like the peer review report I would dash off if I had been asked to review the piece (it’s a little different because I have access to the author and funding information, and I wouldn’t include links or graphics, but this is more or less how it would go if I were asked to review it).

Before “I Do”

This paper reports results from an original data collection which sampled 1,294 people in 2007/08, and then followed an unknown number of them for five years. The present paper reports on the marriage quality of 418 of the individuals who reported marrying over the period (ages 18-40). The authors provide no information on sample attrition or how this was handled in the analysis, or the determinants of marriage within the sample. Although they claim (without evidence) that the sample was “reasonably representative of unmarried adults,” they note it is 65% female, so it’s obviously not representative. More importantly, the analysis sample is only those who married, which is highly select. Neither sexual orientation of the respondents, nor gender composition of the couples described is reported.

The outcome variable in the study is a reasonable measure of “marital quality” based on a four-item reduced-form version of the Dyadic Adjustment Scale (originally developed by Graham Spanier), which includes these items:

  • How often do you discuss or have you considered divorce, separation, or terminating your relationship?
  • In general, how often do you think that things between you and your partner are going well?
  • Do you confide in your mate?
  • Please circle the dot which best describes the degree of happiness, all things considered, of your relationship.

The authors provide no details on the coding of these items, but say the scale ranges from 0 to 21, and their sample included people who scored from 0 to 21. However, the mean was 16.5 and the standard deviation was 3.7, indicating a strong skew toward high scores. Inexplicably, for the presentation of results the authors dichotomize the dependent variable into those they classify as “higher quality,” the 40% of respondents who scored (19-21), versus everyone else (0-18). To defend this decision, the authors offer this non-explanation, which means exactly nothing:

This cut point was selected by inspection of the distribution. While it is somewhat arbitrary, we reasoned that these people are not just doing “above average” in their marriages, but are doing quite well.

The average marriage duration is not reported, but the maximum possible is 5 years, so we are talking about marriage quality very early in these marriages.

The main presentation of findings consists of bar graphs misleadingly labeled “Percent in Higher-Quality Marriages, by…” various independent variables. These are misleading because, according to the notes to these figures, “These percentages are adjusted for race/ethnicity, years of education, personal income, religiousness, and frequency of attendance at religious services.” Here is one:


The method for arriving at these “adjusted” percentages is not given. This apparently confused Parker-Pope, who reported them as unadjusted percentages, like this:

People who lived with another person before marrying also reported a lower-quality relationship. In that group, 35 percent had higher-quality marriages. Among those who had not lived with another romantic partner before marriage, 42 percent had higher-quality marriages.

The statistical significance of this difference is not reported. However, if this were a simple difference of proportions, the difference would not be statistically significant at conventional levels (with a sample of 418, 39% of whom lived with someone else before, the test for difference of proportions for .42 and .35 yields a z-score of 1.43, p=.15). The full report includes an appendix which says they used multilevel modeling, but the form of the regression is not specified. The regression table provided includes no fit statistics or variance components so the efficacy of the model cannot be evaluated.

Regression says: Adding 100 people to the wedding party 5 times would not equal the effect on marital quality of not being Black.

Regression says: Adding 100 people to the wedding party 5 times would not equal the effect on marital quality of not being Black.

Much is made here (and in the Pope article about these findings) about the wedding-size effect. That is, among married couples, those who reported bigger weddings had higher average marriage quality. The mean wedding size was 117. In the regression model, each additional wedding guest was associated with an increase in marriage quality (on the 0-21 scale) of .005. That is, if this were a real effect, adding 100 wedding guests would increase marital quality by half a point, or less than 1/7 of a standard deviation. For comparison, in the model, the negative effect of being Black (-2.69) is more than 5-times greater than the effect of a 100-guest swing in wedding attendance. (The issue of effect size did not enter into Pope’s description of the results.)

The possibility of nonlinear effects of wedding size or other variables is not discussed.

Are the results plausible?

It is definitely possible that, for example, less complicated relationship histories, or larger weddings, do contribute to marital happiness early in the marriage. The authors speculate, based on psychological research from the 1970s, that the “desire for consistency” means “having more witnesses at a wedding may actually strengthen marital quality.”

Sure. The much bigger issue, however, is two kinds of selection. The first, which they address — very poorly — concerns spurious effects. Thus, the simplest explanation is that (holding income constant) people with larger weddings simply had better relationships to begin with. Or, because personal income (not couple income — and note only one person from each couple was interviewed) is at best a very noisy indicator of resources available to couples, big weddings may simply proxy for wealthier families.

Or, about the finding that living with someone else prior to the current relationship is associated with poorer marriage quality, it may simply be that people who have trouble in relationships are more likely to have both lived with someone else and have poor quality marriages later. Cherlin et al. have reported, for example, that women with a history of sexual abuse are more likely to be in transitory relationships, including serial cohabiting relationships, so a history of abuse could account for some of these results. And so on.

The authors address this philosophically, which is all they can do given their data:

One obvious objection to this study is that it may be capturing what social scientists call “selection effects” rather than a causal relationship between our independent variables and the outcome at hand. That is, this report’s results may reflect the fact that certain types of people are more likely to engage in certain behaviors—such as having a child prior to marriage—that are correlated with experiencing lower odds of marital quality. It could be that these underlying traits or experiences, rather than the behaviors we analyzed, explain the associations reported here. This objection applies to most research that is not based on randomized experiments. We cannot prove causal associations between the personal and couple factors we explore and marital quality.

However, because they have rudimentary demographic controls, and the independent variables chronologically precede the outcome variable, they think they’re on pretty firm ground:

With the help of our research, we hope current and future couples will better understand the factors that appear to contribute to building a healthy, loving marriage in contemporary America.

This is Wilcox’s standard way of nodding to selection before plowing ahead with unjustified conclusions. This is not a reasonable approach, for reasons apparent in today’s New York Times. Tara Parker-Pope does not mention this issue, and her piece will obviously reach many more people than the original report or this post.

They hope people will take their results as relationship advice. In Pope’s piece, Stanley offers exactly the same advice he always gives. If that is to be the case, the best advice by far — based on their models — is to avoid being Black, and to finish high school. Living with both one’s biological parents at age 14 helps, too. In relationship terms, unfortunately, most of the results could just as easily reflect wealth or initial relationship quality rather than relationship decisions, and thus tell us that people who have healthy (and less complicated) relationships before marriage have healthy relationships in the first few years after marriage.

Perhaps more serious, however, for this study design, is the second kind of selection: selection into the sample (by marriage). Anything that affects both the odds of marrying and the quality of marriage is potentially corrupting these results. This is a big, complicated issue, with a whole school of statistical methods attached to it. Unless they attend to that issue this analysis should not be published.

On the funding

The authors state the project was “initially funded” by the National Institute of Child Health and Human Development, but the report also acknowledges support from the William E. Simon Foundation, a very conservative foundation that in 2012 gave hundreds of thousands of dollars to the Witherspoon Institute (which funded the notorious Wilcox/Regnerus research on children of same-sex couples), the Heritage Foundation, the Hoover Institute, the Manhattan Institute, and other conservative and Christian activist organizations. Details on funding are not provided.

The National Marriage Project is well-known for publishing only work that supports their agenda of marriage promotion. Some of what they publish may be true, but based on their track record they cannot be trusted as honest brokers of new research.


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