28 May 2026
How We Got Here, And Where We Might Go Next
18 May 2026
U.S. Marriage Trends
Over the past half-century, U.S. four-year colleges have shifted from enrolling mostly men to enrolling mostly women, while the economic position of non-college men has weakened markedly. We examine how these changes correspond with the evolving structure of marriage markets across cohorts and places.
As college men have become increasingly scarce, college women have maintained stable marriage rates by marrying high-earning non-college men. This shift—combined with the broader economic decline of non-college men—has sharply reduced the pool of economically stable partners available to non-college women: the share of non-college men who earn above the national median and are not married to college women has fallen by more than 50%. Cross-area evidence shows that education gaps in marriage are smaller where non-college men face lower rates of joblessness and incarceration. Taken together, the evidence suggests that deteriorating outcomes for men have primarily undermined the marriage prospects of non-college women.
25 August 2025
Who Gets Into Ivy League Colleges?
We use anonymized admissions data from several colleges linked to income tax records and SAT and ACT test scores to study the determinants and causal effects of attending Ivy-Plus colleges (Ivy League, Stanford, MIT, Duke, and Chicago).
Children from families in the top 1% are more than twice as likely to attend an Ivy-Plus college as those from middle-class families with comparable SAT/ACT scores. Two-thirds of this gap is due to higher admissions rates for students with comparable test scores from high-income families; the remaining third is due to differences in rates of application and matriculation.
In contrast, children from high-income families have no admissions advantage at flagship public colleges. The high-income admissions advantage at Ivy-Plus colleges is driven by three factors: (1) preferences for children of alumni, (2) weight placed on non-academic credentials, and (3) athletic recruitment.
Using a new research design that isolates idiosyncratic variation in admissions decisions for waitlisted applicants, we show that attending an Ivy-Plus college instead of the average flagship public college increases students’ chances of reaching the top 1% of the earnings distribution by 50%, nearly doubles their chances of attending an elite graduate school, and almost triples their chances of working at a prestigious firm.
The three factors that give children from high-income families an admissions advantage are uncorrelated or negatively correlated with post-college outcomes, whereas academic credentials such as SAT/ACT scores are highly predictive of post-college success.That is from a new paper by Raj Chetty, David J. Deming, and John N. Friedman. One immediate conclusion is that standardized test scores help lower-income groups get into the best schools, compared to the alternatives.
From Tyler Cohen at Marginal Revolution.
It is well known and consistent with experience that graduating from an Ivy-Plus college is a huge advantage over graduating from a flagship public university.
The fact that Ivy-Plus colleges favor legacies is well known. The fact that admissions favoritism for athletes disproportionately favors students from affluent families (often in obscure sports that students from less affluent families don't even encounter) is much less widely known. It is unsurprising, however, that neither of these factors (controlling for academics and Ivy-Plus admission) influence post-graduation outcomes much (or even hurt).
It is also no surprise that non-academic credential are important for Ivy-Plus admission or that affluence is a plus in this department. But it is somewhat surprising that those non-academic credentials don't influence post-graduation outcomes much (or even hurt).
A few points that the abstract buries, however, are that SAT/ACT scores are moderately strongly correlated with socio-economic class, that SAT/ACT scores are strongly correlated with IQ (and are not ethnically biased), and that test preparation influences SAT/ACT score outcomes much less than most people (even people very familiar with the college application process) usually believe. See also here. As an aside:
ACT English + ACT Math are actually more predictive of college success and retention than the ACT Composite or the other two parts of the ACT that are more content based. In relative terms, here is how predictive each subsection of the ACT is:Math (significant at p=0.01 level) 26English (significant at p=0.01 level) 16Reading (significant at p=0.05 level) 3Science (not statistically significant) -1.
Race and ethnicity also influence Ivy-Plus admissions, although in ways rather more complicated than commonly assumed, and in a manner that is rapidly in flux at the moment in light of a recent U.S. Supreme Court decision.
None of this is terribly surprising, but it is a nice, compact analysis with a good methodology. It largely corroborates a similar study about two years ago. As a summary of that study explained:
About 7 percent of the country’s very top students come from the top 1 percent of the income distribution. These students tend to have scored at least 1500 on the SAT (or 35 on the ACT), received top marks on Advanced Placement tests, earned almost all A’s in their high school classes, and often excelled in science fairs or other competitions. . . .
Perhaps the most surprising pattern involves so-called legacy students, those who attend the same college that their parents did. At the elite colleges that the researchers studied, legacy students had stronger academic qualifications on average than nonlegacy students. Similarly, graduates of private high schools had stronger academic records on average than graduates of public high schools or Catholic schools.
* . . . About half of legacy students at these colleges would not be there without the admissions boost they receive.
* A similar advantage applies to the graduates of private schools (not including religious schools). Schools like Andover, Brentwood and Dalton do such a good job of selling their students — through teacher recommendations, essay editing and other help — that colleges admit them more often than academic merit would dictate. Many college admissions officers think they can see through this polish, but they don’t.
* Recruited athletes are admitted with much lower academic standards — and are disproportionately affluent. It’s not just true of the obvious teams, like golf, squash, fencing and sailing. In today’s era of expensive youth sports, most teams skew wealthy. If colleges changed their approach to sports, they could admit more middle-class and poor athletes (or nonathletes) with stronger academic credentials.
Most of these colleges do not admit only the hyper-qualified affluent students; they also admit many other high-income students. As I mentioned above, 7 percent of the country’s very best high school students come from the top 1 percent of the income distribution. But what proportion of students at elite colleges comes from the top 1 percent of the income distribution? Much more: 16 percent.
I didn't emphasize it when I wrote about this two years ago, but it also is worth observing that 84% of Ivy-Plus college students are not from families in the top 1 percent of the income distribution, although very few of them are truly poor (and if they are poor, they tend to have a very high socio-economic class and social capital despite their personal lack of affluence). This is less than the 93% it would be in a purely meritocratic system, but it is still the lion's share of these students.
Indeed, the colleges with the most affluent student bodies are not the Ivy-Plus schools, but slightly less selective elite liberal arts colleges, like Colby College in Maine and Colorado College in Colorado, that have relatively weak grant based financial aid resources.
03 August 2025
The Witches Road (Only Minimal Spoilers)
"The Witches Road" (2025) by Kate Elliott, can be summed up as The Apothecary Diaries x Shannara x Kabaneri of the Iron Fortress.
In typical Kate Elliott style, there is extensive world building that experiment with novel norms and social structures unfamiliar to many readers, there are richly developed characters, and cliche tropes and genre conventions are frequently turned on their head.
It is part of a two book series, with the second volume to be released in November, and while it is not her magnum opus, something reserved for her seven volume pair of series in the Jaran universe, or her seven volume Crown of Stars series, it is still a very solid and immersive slow burn high brow fantasy romance in a lovingly crafted and fully realized world.
In this post-apocalyptic world, deadly instantly mutagenic spores associated with the "Pall" have enveloped huge swaths of land in a rigidly hierarchal empire with vague East Asian vibes. The empire is organized at almost every level to permit civilization to survive in the face of the scourge that is the Pall. It isn't entirely clear what lies beyond the oceans and the ocean-like barrier that is the Pall.
The part of the empire that we see, far from the emperor's palace in the heartland, is predominantly agricultural and organized around other primary industries like farming, herding, fishing, forestry, stone quarrying, and mining. The empire is a rigidly hierarchical, but intrigue filled, feudal society where aristocrats jockey for power united under a single emperor who has united all territory up to its natural boundaries. Many key professions like surveying, engineering, and serving as soldiers and as archivists, which one must enter something like a holy order at age seventeen, are also limited to children of aristocrats, above the level of servants assigned to support the professionals who may be commoners, although some professions, like couriers and midwives, need not be aristocrats, and meritocracy is creeping into upset the privileges of aristocratic rank within those professions. Education is limited mostly to aristocrats and the very promising commoner students of liberal aristocrats, with literacy being perhaps about as common as a college education was in the 1960s in the U.S. Themes of found family, sexual identity, servitude, child exploitation, overcoming trauma, and the role of single, adult, childless women in society, are explored in detail.
The empire has pre-industrial, roughly 17th to 18th century level technology (without gun powder, but with fairly easily available contraception and midwives that can safely assist women in obtaining abortions). It has steel, bows, crossbows, spy-glasses, portable fire starting kits, finely crafted clothing, precious metal coins (but not paper currency), accurate surveying and extensive written record keeping, carriages, Roman era grade plumbing and civil engineering, ships that can travel along ocean coasts, libraries but not printing presses, traveling theatrical companies, and significant amounts of travel and trade with all roads leading to the capital in the heartland.
There are isolated elements present in the empire, like ancient triple towers of stone and a set of roads magically immune to spores and the Pall that are also conduits for telegram-like messages, which pre-date the empire and are associated with a legendary era associated in lore with ancient sorcerer-kings. Silk road style hostel-cities (also similar to inns along ancient roman roads), provided for when the roads were built, dot the ancient "witch roads" in enclaves that are also engineered to be free of the Pall and its spores if properly managed, although rural villages have far inferior defensive measures, and it isn't safe to travel at night due to spores, various forms and races of marauding bandits, and deadly wild animals.
The current empire has a class of fairly modestly potent magic users under the strict control of the empire via its dominant religion, the Heart Temples, which is more pagan than quasi-Christian. But the people of the empire, who are apparently all nominally adherents to this religion, are not meaningfully more superstitious or religiously minded than their more magical than ours world warrants. Other, mostly lost and forgotten, magic exists as well.
While humans are predominant, their are minorities of several other sentient races - a race of indestructible giants that can read and write and understand human language but not speak it who go dormant at night, a race of three horned dwarves who ride wild cats in small groups through forests and sell themselves a mercenaries, a race of elf-like folk who can be hard to distinguish from humans broken into two hostile groups called the Sea Wolves and the Blood Wolves, and a more peaceful group known as Forest Wolves, and a couple of other sentient races who are mentioned by name in passing, but are not described or introduced in the first volume. Some of these humanoid minority races are refugees, sometimes more recently but often generations ago, from areas devastated by the Pall (as are, we eventually learn, our main character and her deceased sister). Aristocratic messengers riding griffins provide limited air mail service. A few kinds of fantasy creatures, as well as magically powered animal golems, fill the place of heavy machinery, for example, pulling fast carriages. The more advanced, prosperous, and magical days of the sorcerer-kings of legendary history also apparently had dragons and various kinds of powerful chimeric warriors.
The visible presence of, and attitudes towards, LGBT folks (several of whom are important or secondary characters) is comparable to that of the 21st century in the U.S. (with attitudes mixed between more liberal and more conservative aristocrats), although acceptance of concubinage, indentured servitude, roles of women, and the like are more or less in line with those of 17th-19th century East Asia albeit with gender equality approaching late 19th century to early 20th century Western levels or what is seen in modern Islamic countries, and attitudes towards psychology and appropriate interpersonal interactions to deal with people's emotions that are very modern.
Refreshingly, the main character is neither the 17 year old young man about to declare his profession, nor the handsome but arrogant prince who is second in line, together with his sister who is trying to undermine him, to the throne, after the incompetent and ill tempered young crown prince. Instead, it is the young man's 31 year old never married aunt who has served for ten years as a deputy courier, delivering messages by foot over a route that takes weeks to walk while keeping her eye open for spore outbreaks in order to stop them immediately before they get out of hand, and reporting generally on local conditions to the local junior aristocrat who runs the local way station along the imperial road and provides county-level type governmental supervision to the local rural villages.
Most of the characters, including our main character's sister who died a couple of years earlier in an avalanche while on bad terms with her child, have deep dark traumatic pasts that are only revealed bit by bit.
The nominal core plot revolves around our main character guiding the handsome prince with a secret mission on a shortcut past an avalanche blocked canyon (a problem his rival sister hid from him in an effort to one up him, or to create an opportunity to assassinate him in royal succession politics), off the safe and ancient witch roads, together with her nephew, both of whom are urgently escaping their dark pasts trying to catch up with them. But this mission gets a new twist when a charming, wiser, more open minded, and ancient "haunt" temporarily possesses the prince so it can travel to the same destination as the one where the prince was bound on a mission of its own.
I have no quarrel with the fact the she introduce many important terms and concepts long before they are fully explained. But, a small nitpick is that she invents many proper names and creature type names that it is hard to know how to pronounce, such as Xilsi, for which the pronunciation is the "X" is unclear. Given the neo-East Asian setting, I pronounced it in my mind as if it was a transliteration of Chinese with an "sh" sound, rather than the "ch" sound used for X as an initial letter in words of Greek origin. But the proper pronunciation of this name, and several other names and terms used in the book, is less than clear.
23 March 2025
The Theoretical Foundations Of Republican Politics
07 February 2025
Enforcing Noblesse Oblige
La noblesse oblige literally "nobility obliges") is a French expression that means that nobility extends beyond mere entitlement, requiring people who hold such status to fulfill social responsibilities; the term retains the same meaning in English. For example, a primary obligation of a nobleman could include generosity towards those around him. As those who lived on the nobles' land had obligations to the nobility, the nobility had obligations to their people, including protection at the least.
- Wikipedia, Noblesse Oblige.
The American system of representative democracy is profoundly anti-elitist. In its ideal form, which it somewhat approximates, all adults can vote for candidates who are not meaningfully screened for qualifications to do the jobs for which they are elected.
Most other parts of our society don't work that way.
Typically, when a business or government needs an employee, or an individual or firm or government wants to hire a contractor to do something, the business or person seeking a contractor tries to do so on a meritocratic basis consistent with what they can afford. For many kinds of tasks, a government license awarded on the basis of a meritocratic examination process that can be revoked for various kinds of professional or personal misconduct is required to even be considered for doing that task.
Most of the time, competence and qualifications are considered to some extent in the process of electing representatives to oversee the government on behalf of the voting public by the voters who are given the authority to elect them. But that isn't hard wired into the system (although some more specialized state and local elected offices like sheriffs and surveyors and judges and prosecutors sometimes do have some minimal professional qualifications that are required of candidates).
Unlike elected officials, civil service employees of governments are appointed on a formally meritocratic basis with only minimal political input by supervising officers for the prospective employees who are well-informed about the candidates' qualifications and are generally highly trained and qualified themselves.
Why do we have a system that allows ill-informed voters, no matter how uneducated they may be, choose people to run the system from among a group of minimally screened candidates with no obligation, even an unenforceable and theoretical one, to choose from among those candidates on a meritocratic basis?
The political theory behind a system with minimal screening of candidates and a very broad franchise is that the desire to win elections gives politicians an incentive to care about the best interests of the people who are entitled to vote, rather than caring only about their own personal interests and desires.
The ill-treatment that American society affords to people who can't vote at some or all levels of our political system, like children, non-citizens, prison inmates, institutionalized mentally ill people, people in places like the District of Columbia and Puerto Rico, and people who live outside the territory of the governmental body whose voters select those elected officials, supports the conclusion that including someone in the franchise tends to produce political outcomes that benefit people who can vote.
Likewise, policies that meet the interests and desires of people who vote more consistently, like older people, educated people, and Evangelical Christians, are more frequently translated into government policy than the interests and desires of people who vote less often, like younger people and less educated people, even when they have a right to vote.
The American political system has made a calculated choice that having politicians who care about the needs and desires of as many people as can legitimately be permitted to vote is so important that it is worth the risk that in the cases where these voters will make bad choices, especially when they are ill-informed and are not very good decision makers about anything.
The political theory, in other words, is that a franchise that is as broad as possible with minimally screened candidates will enforce noblesse oblige upon the class of politicians who are elected in this system, and that having politicians who are incentivized to display noblesse oblige in their decision making is worth the price that society pays in choosing less qualified leaders because a greater share of the decision makers are ill-informed and bad at making decisions than they would be if the franchise was narrower. The political system of American representative democracy enshrines equality in order to create no incentives to make as few people as possible strangers of the law.
It is a political theory that leans heavily on formal political institutions to cause this to happen rather than alternative means.
Not every political system in history as relied upon this strategy.
Confucianism, in contrast, focuses on securing noblesse oblige by instilling a political culture infused in it.
In Confucianism, almost every important interact in life in characterized as being unequal and hierarchical. Subordinates have a duty to obey and defer to their superiors. Superiors have a duty to look out for the bests interests of their subordinates in a spirit of reciprocity and fiduciary-like duty. Confucianism calls for people to be promoted to higher positions of authority on the basis of merit, which is viewed as a balanced mix of competence and good character in the sense of upholding confucian values.
Modern cultures with strong Confucian values display pros and cons. They tend to be well ordered, to be law abiding, to have people who are good at self-organization and cooperation in times of need, and to have relatively few people who are just cast away and neglected. But these are prone to abuse of authority and bullying by people higher up in the hierarchy, tend to ignore positive or urgent input from people low in the hierarchy, tend to force subordinates to sacrifice their own well-being and desires for the demands of their superiors, and are reliant on the people at the top to be innovative because those at the bottom are not permitted to innovate. Confucianism, focused as it is on a system rooted in good men, rather than good laws, also tends to be vulnerable to corruption and not very focused on the consistent rule of law.
Of course, different modern Confucian influenced societies address the "natural" shortcomings of Confucianism in different ways.
Japan has done a relatively good job at curbing the selfishness of people like senior executives in positions of power, and has begun to temper Confucian values with respect for personal self-actualization as it has become a more affluent society with the luxury of doing so.
South Korea has been less successful at curbing excesses and abuses by superiors, and has likewise been somewhat less successful at fulfilling the obligation to look out for subordinates. But it has also been better, on balance, at allowing self-actualization in lieu of subordination of one's own desires to the will of those superior in the hierarchy.
China has done a poor job indeed of curbing kleptocracy by those in power, but has done a good job at having the older generation cede power to the younger generation, in a manner that has fostered a class of relatively young, powerful, innovative change makers that have kept its society from becoming too static and tradition bound. But China has done a particularly poor job of respecting individual self-actualization, or listening to the voices of subordinates with valuable input that could be offered in decision-making. China has also suffered mightily from corruption and is deeply immersed in a social and intellectual climate of dishonesty and censorship of the truth.
Feudalism, the political culture that produced the concept of noblesse oblige in the West was similar, but unlike Confucianism, awarded positions of authority based primarily on the hereditary principal, rather than based upon meritocratic selection. Also, feudalism tied the sense that superiors should look out for the well-being of their subordinates to the pride, ego, and greed associated with ownership. In a feudal context, you basically owned your subordinates, and your sense of noblesse oblige was related to your desire to have your property be the best that it can be for your own person benefit since this would make you rich in the process.
Saudi Arabian style monarchies, while hardly meritocratic or democratic, have at least tamed the hereditary principle, by having large, polygamous royal families in which the current ruler can choose the most qualified person within this large royal family to be their successor. This mitigates the risk that a hereditary successor will be profoundly incompetent or immoral, and creates an incentive for its many princes to distinguish themselves in competence and loyalty in connection with the competition to be a successor to the reigning monarch or at least a member of the reigning monarch's inner circle.
Saudi Arabian monarchies do show outstanding noblesse oblige in terms of using their wealth to benefit the actual citizens of their kingdoms, but like most absolute monarchies, are also highly repressive and authoritarian, and treat people who are not their permanent subjects and property as disposable and care for their well-being only to the extent that it is transactionally necessary.
Returning to the question of the American political system, the question is really how we can secure noblesse oblige on a broad based basis, without sacrificing competence, rule of law, and freedom from corruption motivated by partisanship, to the extent that the MAGA movement does today.
While there is a place to recognize political motives rooted in a desire to satisfy a broad grass roots of society rather than only its elites, not all choices which we have vested politicians with making are equally valid. There may not be one right choice, but there are many choices which are objectively worse across the value systems that are intersubjectively shared by broad swaths of our society. And, a system that makes objectively bad choices because swaths ignorant people in the grass roots don't understand that these are bad choices is broken.
Furthermore, the American political system has slipped away from securing noblesse oblige on a broad based basis from its political leaders, because its electoral and legislative processes and procedures have created incentives to further the well-being and desires of minimal winning coalitions while neglecting or actively harming those outside the winning coalition.
Also, deep rooted flaws in the design of the American political system that arose because the Founders who designed it didn't have the benefit of the lessons of two and a half centuries of global democratic government's successes and failures, prevent the American political system from accurately translating the needs and desires of its people as a whole into appropriate action. It is a political system that is too gridlocked to promptly change to reflect new knowledge and needs, and is too biased towards rural white Christian interests and the interests of the ultra-rich, and against urban, non-Christian and non-white people's interests, and people who are not ultra-rich.
The inability of our gridlocked political system to address urgent needs and desires, especially those of the working class has been toxic for the American political culture. It has undermined faith in the belief that politicians can be in good faith about wanting change. It has washed away concern about the good character or competence of its political leaders. It has fueled the search for scapegoats to lash out against like immigration and free trade and non-Christians and LGBT people and women's rights and racial minorities. It has encouraged thoughtless and radical anti-government attitudes, conspiracy theories, anti-science ideologies, and distrust of intellectual elites.
Working class needs and desires have been neglected, in part, because they don't vote as consistently as more educated and affluent people do, and, in part, because the economy is changing but political gridlock has preventing timely and competent responses to these changes. This is led to the conventional wisdom that political changes have not occurred because bipartisan political elites are conspiring against them, even though this is more untrue than not and the primary reason that the current political system has not addressed their needs is that the current system makes it too hard for well-intentioned political elites to secure effective change.
Returning to the question of the American economic system, there, the question is mostly, how we can cause the people at the top of economic hierarchies to display more noblesse oblige to their subordinates and to the larger society at a time when they have gone too far in milking the system for their own personal benefit at the expense of the rest of society. American economic elites generally are very competent, and are certainly much less corrupt the American political elites. But they also have far too weak incentives to refrain from causing externalities or exploiting subordinates and third-parties for their own personal benefit. The American political system's job is, in substantial part, to reign in the excesses of American economic elites, and the American political system has done a fairly shoddy job of doing so, in part, because the system in designed in such a way that this kind of regulation of American economic elites is too difficult to secure in a system that takes an unreasonably wide consensus to act.
