Research finds no gender bias in academic science
insidehighered.com
insidehighered.com
"Before we summarize our findings below, we reiterate a caveat noted throughout this article: The failure to support specific claims of bias does not deny the possibility that broader, systemic barriers against women in the academy exist and/or that significant bias existed before 2000. We did not examine systemic claims of bias, such as the tenure schedule that imposes inflexible time-career paths or structural societal norms that burden women with greater responsibilities outside of their academic jobs or that penalize women for negotiating forcefully for wage increases or seeking outside offers. Other scholars have identified a myriad of such systemic barriers. But when it comes to specific claims about biased grant reviewers, search committee members, journal editors, and letter writers, the claims of antifemale bias were not supported, and in one case (tenure-track hiring), the data actually supported the opposite conclusion—that of pro-female hiring bias. This pro-female hiring advantage has continued after the closing of our inclusionary period, 2020 (Henningsen et al, 2021; Solga et al., 2023)."
The part at the end hints that they did find bias, but in the opposite direction of what was assumed:
> But when it comes to specific claims about biased grant reviewers, search committee members, journal editors, and letter writers, the claims of antifemale bias were not supported, and in one case (tenure-track hiring), the data actually supported the opposite conclusion—that of pro-female hiring bias. This pro-female hiring advantage has continued after the closing of our inclusionary period, 2020 (Henningsen et al, 2021; Solga et al., 2023)."
"We did not examine systemic claims of bias, such as the tenure schedule that imposes inflexible time-career paths or structural societal norms that burden women with greater responsibilities outside of their academic jobs or that penalize women for negotiating forcefully for wage increases or seeking outside offers. Other scholars have identified a myriad of such systemic barriers. "
part is important, it specifically is saying there has been a lot of work showing systemic barriers but they are not researching that part. This isn't a critique of their research but of the summary articles headline and what some people seem to be taking away from that headline. Even in the HigherEd piece it says there are concerns and this research is to help identify where there has been progress and where we need to focus.
Who cares if the NBA has horrible diversity? They’re trying to find the best basketball players.
Ones of the pushes in the league is to make foreign European players appeal more to white Americans. We’re not trying to have the league match US demographics, but make no mistake that diversity is a big deal to the NBA.
On top of that, the NBA is always going to have a problem with height diversity. I don’t think this is a problem, but viewed with an equity lens it is.
When I was a kid, I recall people loving Muggsy Bogues because he was a short guy thriving in a tall man's game. It was really dramatic to watch him start when everybody else on the court was 2+ feet taller.
Professional sports are a performance, and it's ludicrous to say managers and league execs shouldn't take things like viewership and ticket sales into account when planning a season or expanding a team's roster. The "home team" dynamic deliberately encourages spectators to identify with players with whom they share an affinity (even if it's just that they live in the same city), so it's unsurprising that the dynamic extends to nationality, gender, religion, race, etc, too.
The NBA is in the business of entertainment. If something means that more people enjoy the game if basketball it IS better basketball, by the only sensible metric.
Why? It seems to me if the NBA wants to continue to exist in the future, they should want to get as many people as possible playing and watching basketball. Why does it have to be about furthering the l bel of play, rather than getting more people playing and watching and participating?
I don’t think the modern push for diversity means hire a few token members of each minority and them reap their celebrity status.
Headline: "Research Finds No Gender Bias in Academic Science"
Subheading: "women have an edge over men in hiring."
Paper abstract: "[women] are advantaged over men in a fourth domain (hiring), For teaching ratings and salaries, we found evidence of bias against women; although gender gaps in salary were much smaller than often claimed, they were nevertheless concerning."
Paper contents:
- "Lutter and Schröder (2016) found that women needed 23% to 44% fewer publications than men to obtain a tenured job in German sociology departments"
- "in the authors’ main experiment (N = 363), faculty expressed a significant preference for hiring women. This pro-female preference was similar across fields, types of institution, and gender and rank of faculty"
- "The authors found that all else being equal, faculty were between 5% and 10% more likely to favor a female candidate or a gender nonbinary candidate, respectively, over an identically accomplished male"
- "The authors found a significant pro-female advantage, with faculty rating female applicants’ competence and hirability significantly higher than identically accomplished male applicants"
In my field for instance, if you are a woman, you get to skip the review line for publishing case reports.
Luckily for me I don’t give a shit about case reports, but if I was academically oriented? Maybe I would.
https://news.ycombinator.com/item?id=35699889
There's been a lot of discussion about diversity and equity in the sciences, but fundamentally, efforts to predict what young individuals are best suited to academic work based on their identitarian profile are foolish and doomed to failure.
The best approach is to take the largest possible pool of candidates, i.e. eliminate all restrictions on who gets to enter the pool, and then proceed to put them through the same series of challenges and see who makes it through each successive stage, while also offering the same level of support to each individual. This 'salmon swimming upstream' approach doesn't attempt to predict outcomes based on race/gender/class/etc., it instead selects neutrally based on ability and effort.
Given that only a small fraction of the overall population is going to have the necessary combination of mental ability and dedicated interest that it takes to do painstaking scientific research, you want to start with the largest pool of candidates possible, and this is why limiting that pool to members of one group is a very bad idea if you value scientific progress. This makes clear the point at which anti-discrimination policies should be applied: everyone who wants to should get to enter the competition and have equal initial support.
Of course, there are issues here with academic development in the K-12 pre-college years, related to parental involvement and cultural expectations, economic disadvantages and quality of local schools, etc. but some of the responses - cutting back on algebra for 8th graders in California etc. - are just idiotic.
Incidentally, nepotism is probably more of a problem today, i.e. tenured professors may use political maneuvering and social networking to get their grad students and postdocs jobs as academic professors even though they aren't necessarily the best candidates for those positions.
Amen. Some don’t agree though. They say we should favor historically mistreated groups because it’s important context. Yet, in higher ed this often entails favoring the child of doctors who will help diversity numbers over the poor white male.
I believe the culture wars would decrease dramatically if we’d drop the identity politics and simply say: let’s help the poor.
I also think there’s an optics issue. As you note the poor white males may be getting passed over now. So many would say that it’s really convenient that NOW we want to help all poor people, whereas in the past we made it difficult to help poor black people. It’s like, why do “all lives matter” now?
Does historical injustice make it right to behave unjust in the present, almost as if it were a revenge? I don't think so.
I agree about importance of defining poverty though. Both income and wealth should be taken into account and taxed appropriately. It's not only a class issue, but also generational issue with lots of old people sitting on super-expensive property, while young families can't afford a home.
For example, the same people who tend to support helping all poor people for certain things (like college admissions) tend to oppose it for other things (like welfare or basic income). The defining line across all of these things tends to be race and which group benefits the most.
So when I hear let’s help everyone when it helps their in-group, but they don’t have that same energy elsewhere (or the same energy a decade ago when maybe it wouldn’t have helped their in-group) — I get cynical.
Not a westerner. Why is this a bad thing at all? Giving college admission is like giving opportunity to improve someone's condition (teaching to fish), whereas welfare schemes are like giving a fish.
My country also suffers greatly due to many welfare schemes, all of that money could have gone to infrastructure and public education.
Disclosure: I also come from a poor background and have benefitted from both merit-based education and welfare schemes. But I think welfare is overblown. If the same money was put on education, my parents would have been educated one generation ago.
The debate about admissions into the top highly selective colleges is purely about who gets into the gates for networking opportunities and signaling (of the 1000+ colleges, affirmitive action impacts probably less than 100). So don’t confuse this with actual opportunity to learn.
Further, financial aid generally is race blind. It’s only admission at these top schools where affirmitive action plays a role. So if your parents were in the US they could’ve been educated long ago. The only question is if it is at Harvard or Tennessee State.
I’ve researched this because I have kids, and where I grew up merit scholarships applied to all, but where I live now they will not receive any, at least in state. Unlike my parents, however, I’m not dirt poor and can set my kids up for success. If not for a merit scholarship, I likely would have followed my father and his father into a factory job.
And while there are probably few if any explicit scholarships for white students there are several that have never gone to anything but. Lots of organizational scholarships where nearly everyone in the org is white. Or even large orgs that tilt heavily white such as DAR and the Elks Lodge.
And if you were to add up all merit scholarships the dollar amounts for those that are race based pale in comparison to those that aren’t. And adding in financial aid makes the numbers minuscule.
EDIT: When you say there are no scholarships for white students do you mean that whites are prohibited from winning any scholarships? Or that there are no scholarships exclusively for whites?
So the scholarships aren’t merit, or <race>, but race + merit, presumably to help filter out and select applicants.
I was shocked when I found this information; I assumed that most states had race-blind merit scholarships, but that isn’t the case I guess.
False. There are both non-school private, school-based, and many state programs open to Whites, and, in fact, whites receive them disproportionately under many of the programs. [0]
> All scholarships at the major state universities in my state have a race based restriction.
Even if that’s true (and the claim is vague enough that is impossible to conclusively falsify without reviewing the scholarships available at major state universities in all 50 states), there is a big difference between “there are no merit scholarships available to whites” and “there are no merit scholarships funded at the major state universities in my unspecified state that are open to whites” (and even if the latter was true, there are non-school-specific merit scholarships open to Whites that could be used at those schools.)
[0] https://www.washingtonpost.com/education/2022/05/07/merit-sc...
I have learned so much from what MIT, Stanford etc.. post online, and the material is top notch.
Speaking of IT/engineering, In my country most colleges are crap and the value of a good college mostly lies in provide mostly lies in a) the college hiring pipeline and b) the opportunity to sit in same classroom as many other intelligent people, and learn from them. Teaching is total crap.
So I wonder why you think college doesn't matter. From what I heard, ivy league colleges matter for getting hired in big company too.
For example, my cousin does financial aid for a set of private high schools. There is a group that fights the use of wealth measures when determining need. It is typically upper middle class people who don’t want things like their real estate or investment portfolio to be a part of the equation.
The absolute richest oddly do tend to support these measures. I suspect in part because tuition isn’t a big deal to them anyways.
And if you have ten million in a trust and no income — are you poor?
IANAL and am mostly familiar with this type of situation from rom-coms about down-on-their-luck dukes who live in crumbling, unsellable castles, so I'm not sure if that scenario truly exists in law or if it's just a handy conceit.
You go to a bank to manufacture you a derivative on eg the stock market. The deal is that you pay them 30 million dollars now, and in 30 days they either pay you x dollars with probability p or you lose everything.
Eg they pay you 100 million dollars, if the S&P 500 index goes above, say, 5000 which they think will happen with probability of just under 30%.
If you do the math: the deal is fair.
If you lose the bet, you get your inheritance.
If you win the bet, you get your 100 million dollars from the bank, and presumably pay the 30 million dollars back (if that's a stipulation in the will).
> Or you might simply not have the money for the legal process to sell.
If your property is valuable, someone will be willing do that work for you in return for a cut of the proceeds. (And if your property ain't valuable, then the original comment doesn't apply.)
You hear about this a lot when people require certain kinds of care that Medicaid covers but Medicare does not. People will sign over all their assets (real estate, cars, financial instruments) to their spouse, then get divorced. All because the government doesn't consider you poor if you have wealth.
It's not even that hard. Make taxation more progressive, and give extra funding to neighbourhoods and schools in poorer parts of the country/cities. I don't see any reason why European style model couldn't work well also in the US.
The US already does this. Taxation is more progressive than Europe and large amounts of money are redistributed to poor and troubled schools, in some cases as much as twice the European average. It is not correlated with any of the outcomes you are imagining.
Throwing money at the problem doesn’t work. The US has been doing that for decades with nothing to show for it.
I'm not from the states, but to my limited understanding, funding for school comes primarily from district and state level and in the form of property tax. Meaning rich areas have enormous advantage. Meanwhile the federal proportion of the funding for a school is less than 10% [1]
[1] https://youtu.be/VZx-rLoV4do timestamp 3:00
Look at Ontario, Canada [1]. There’s an equal funding formula out of the general pool of funds for the province largely based on how many students are in your school board. The Toronto School Board (and I imagine other school boards too) then distribute their funds similarly [2]. School fundings isn’t tied to property taxes and it’s fundamentally weird to tie anything to property taxes as it gives back in services more to those areas that are already advantaged and creates skewed voting incentives.
I’m not saying that education in Canada was perfect, but I found the public school system to be decent enough with lots of opportunity to excel regardless and generally an equalizer (home dynamics it can’t correct for and is a huge problem). For example, I went to a well-regarded STEM magnate program that had objective entrance requirements that I had to travel to embedded within the public school. Out of two I got into, I ended up picking one closer because it was more convenient for my mom even though the other one I got into was a bit better regarded / and somehow had better funding (maybe more students but I suspect also outside funding drives / donations).
This travel problem repeats all the time with charter schools and is my main problem with the idea - when you’re wealthy travel is less of a problem (eg you have a very flexible work schedule).
[1] https://peopleforeducation.ca/public-education-in-ontario/ho...
[2] https://www.tdsb.on.ca/About-Us/Business-Services/Budgets-an...
What does matter is taxation on top 20% of population, and they do pay a lot of money on property taxes.
The average federal income tax is under 15%.
It would make a ridiculously large difference.
To improve outcomes you need a unified school district and limit the existence of private schools. Charter schools are positioned as “choice” but quality schools will remain out of reach of people using the vouchers to try to get to a better school - transportation is the first hurdle and as soon as meaningful number of “poors” move in, the wealthy will abandon the public schools and move to private institutions with entrance requirements that try to filter out the less wealthy masses.
Because if we’re just guessing, I would guess elimination of private schools would result in rich people with children grouping up in very wealthy areas more than they do today. A public school in a very affluent and wealthy area would likely not have many “pools” attending (because the cost of living in the area is so high).
One other type of charter school to consider would be one’s specialized is students with various disadvantages such as charter schools specialized in blind, deaf, autistic or emotionally disturbed students.
This 2018 analysis by the NCSECS (national center for special education) found that there were 137 such specialized schools and many were primarily focused on students with 1 specific disability. These schools had high enrolling rates for such students and found they had lower rates of suspension and expulsion. The recommendation was additional funding for such schools.
> Because if we’re just guessing, I would guess elimination of private schools would result in rich people with children grouping up in very wealthy areas more than they do today. A public school in a very affluent and wealthy area would likely not have many “pools” attending (because the cost of living in the area is so high).
But that's the point. If the funding is uniform based on number of pupils, in fact affluent areas will have worse education because they'll have fewer students. The thing that's hard to fight is "funding drives" to buy things for the school. That's the other thing affluent areas do on top of having a higher baseline of funding due to property taxes.
> This 2018 analysis by the NCSECS (national center for special education) found that there were 137 such specialized schools and many were primarily focused on students with 1 specific disability. These schools had high enrolling rates for such students and found they had lower rates of suspension and expulsion. The recommendation was additional funding for such schools.
That is correct. Ontario has additional funding for special education programs for those with disabilities on top of the normal funding per pupil
The true rich will send their kids away to another state, or even another country, if that's what it takes to get their kids into a good school. To stop this and force all the rich kids into public schools you'd have to ban all private schools, not just in the state, not just in every state, but in every single country around the world.
The good news is the above doesn't matter, you don't need rich students to have a good school, you can let all super rich families send their brats to expat boarding schools in the UK and Japan without losing anything that matters to the rest. The entrance and attendance requirements that actually matter don't concern money, but rather student behavior and performance. It is possible to create great schools in poor communities with very little local funding IFF those schools are allowed to have strict requirements for behavior and performance and are empowered to kick out students that fall short of those requirements.
Check out https://oese.ed.gov/ppe/.
I live near a school district that is well-known for high quality education. The urban district nearby has 20% higher per-pupil spending and the quality of education is MUCH lower.
In my area, private schools routinely offer much better education at a fraction of the expenditure per child. Loads of money simply disappears into the corruption of the school system, but private schools know doing that means students will leave and they’ll go bankrupt.
Set a national number and stick with it (allowing states to add to that number to account for their own higher cost of living).
At that point, schools will have to compete on offering a good education instead of being the local monopoly you are forced into using. It also offers smart kids born into bad school districts a way out of the cycle of poverty.
Politically, it’s weird too. This policy is fundamentally socialist redistribution, but is embraced by the right while being decried as evil by the left.
Why do you even need to set a national number? Let states or even counties decide for themselves. (Make transfers to poor counties, if necessary. But don't tell them how to use the money.)
There's no reason to involve the federal level more than necessary. See https://en.wikipedia.org/wiki/Subsidiarity
Why send money just because?
People are then going to ask why they are sending the money instead of lowering federal taxes and increasing state taxes.
The truthful answer “we’re taking money from your state and giving it to another state to subsidize them” is going to tick off the rich states and lead to resentment.
Further, they will still be left asking “why do they need my money?” and “what are they spending my money on?”
Saying “we’re making sure all kids get a decent education” Is much more palatable than “whatever they feel like” even though the money no longer allocated to education is then spent on whatever they feel like.
> The truthful answer “we’re taking money from your state and giving it to another state to subsidize them” is going to tick off the rich states and lead to resentment.
So you are suggestion it's better to mislead people in a democracy?
As you've identified, it's not because of funding, but it's not because private schools care more either. It's because private schools can kick out bad students, the students who deliberately make trouble and hold all the rest back. Private schools all do this, while public schools generally cannot (or it is so difficult that it rarely happens.) Throwing money at schools makes little difference if all the students in that school are forced to endure assaults and disruptions dished out by malicious students who are deliberately sabotaging everybody else.
The ability to separate good students (regardless of financial or ethnic background) so they can learn without disruption from kids not wanting to learn is a huge positive. Lots of brilliant kids are held back by the terrible schools they are forced to attend. This would provide much better equality of opportunity.
But at American public schools? A student flunking so hard they have to repeat a grade, once a fairly common occurrence, has become almost unheard of because turning a blind eye to misbehavior and performance has become the path of least resistance to each individual teacher and administrator. School administrators have no incentive to maintain the school's reputation because the school's reputation was never important in the first place. They don't have to sell parents on the merits of the school because they get incoming students and funding by default. The teachers who try to uphold standards get beaten down by the system, crushed with mountains of paperwork and are accused of being the reason that student behaves poorly. And so you get American public school systems where half the graduating students are functionally illiterate and everybody in the system pretends not to notice.
Mmm I'm going to take a very controversial stance here and say that no, privatizing education is not "fundamentally socialist distribution" or even "progressive" for that matter.
It absolutely is a money problem when teachers are spending their own salaries (already much lower than their EU counterparts) on classrooms. You can say there's corruption, that the money disappears, etc. but it's possible to solve the problems in public education by making sure the people molding the minds of the next generation make a decent living.
All my friends in academia were tired of being treated like shit (in both public and charter systems) and ended up pivoting to code where they make 2-3x the salary with dramatically less effort. Even worse for teachers in "inner cities" where the cost of living is higher. Small wonder that the US has some of the worst education outcomes compared to other "industrial liberal republics".
There is extreme scarcity of evidence for the idea that giving more money to schools improve outcomes of students. It simply doesn’t work this way. The worst performing schools in many US cities already have very high levels of funding with little to show it, for example in Washington DC. At the same time, quasi-experimental settings like Zuckerberg dropping $100M on Newark schools have basically zero effect in terms of student outcomes.
Poor kids' homes aren't conducive to learning. They lack the necessary materials, (undisturbed) space and time. Necessary social support for content learning is often absent.
Wondering about why money given to schools (used for the most part for administrative nonsense presumably) doesn't change outcomes much consequently appears to show a (class based?) detachment from respective realities?
> This has all had the unfortunate effect of deepening ignorance about American school spending. We know, for example, that majority-Black and Hispanic schools receive significantly more per-pupil funding than majority-white schools. This fact is so contrary to basic liberal assumptions that they often react angrily to hearing it. But this reality shouldn’t surprise anyone. After all, we’ve been shoveling money at the racial achievement gap for 40 years, to no avail. Part of the problem here is an assumption that public education is dominantly funded by local expenditure, which hasn’t been true for some time. In fact, state funding is at or near parity with local spending in the United States, and state funding is heavily tilted towards areas of perceived need (that is, failing schools or districts). Federal funding, including but hardly limited to Title I funding, is also dominantly directed towards poor or high-minority schools. The rising tide of think tank and foundation money that finds its way into public K-12 school is very hard to track, but we can safely assume that almost all of it is earmarked for the poorest students. We’ve been trying to spend our way our of this problem since before I was born! And yet people who should know better pretend not to understand this reality and repeat the complaint about local funding of public schools, despite the fact that that story is not true.
>From this table, we can see that on average, both Black and Latinx total per pupil expenditures exceed White total per pupil expenditures by $229.53 and $126.15, respectively.
That being the case it is possible that GP simply means to bring that one fact, that is, that minorities have more funding yet still do not achieve the same academic results (aside from asians), rather than as an endorsement of the rest of the article. In any event it is a point worth considering regardless of GP's intention.
[0]https://journals.sagepub.com/doi/full/10.1177/23328584198724...
So, still doesn't seem better for the argument that's trying to be made.
If you lived here, you would find that European style models barely work in Europe
Looks at tax revenue vs GDP. No matter the tax rates, the percentage stays the same (fluctuations within a couple points) regardless of official tax rates.
When you increase taxes on the wealthy, they don’t pay more. They either pay for loopholes to be created or they reduce/stagnate salaries to compensate.
Meanwhile, Congress cares more about who pays them than who votes (there’s a reason they argue about superficial stuff and agree about all the worst stuff).
When all the taxes get paid by the rich, the poor lose that influence and still wind up making the same amount of money anyway.
Universal sales tax is better. If the rich buy more stuff they pay more. There’s no loopholes to be found. You can also provide tax breaks to the poor by reducing or eliminating sales tax on consumer goods which greatly affects the poor, but only marginally affects the rich.
That might perhaps be true over time, but it's not true between countries.
Eg Singapore has a much lower ratio of tax take to GDP than Germany.
> Universal sales tax is better. If the rich buy more stuff they pay more. There’s no loopholes to be found. You can also provide tax breaks to the poor by reducing or eliminating sales tax on consumer goods which greatly affects the poor, but only marginally affects the rich.
No need for a dual system, that just adds more loopholes. Just give pool people money, if necessary.
If you want an even simpler system, tax land value. https://en.wikipedia.org/wiki/Land_value_tax
You can't hide land, and it's in fixed supply.
You realise that almost all of Europe is poorer than the US?
Yes, you can make people more equal by making the rich poor as well. But what's the point?
Btw, in the US schools in poorer parts already get more funding. That hasn't helped. See https://freddiedeboer.substack.com/p/education-commentary-is...
> This has all had the unfortunate effect of deepening ignorance about American school spending. We know, for example, that majority-Black and Hispanic schools receive significantly more per-pupil funding than majority-white schools. This fact is so contrary to basic liberal assumptions that they often react angrily to hearing it. But this reality shouldn’t surprise anyone. After all, we’ve been shoveling money at the racial achievement gap for 40 years, to no avail. Part of the problem here is an assumption that public education is dominantly funded by local expenditure, which hasn’t been true for some time. In fact, state funding is at or near parity with local spending in the United States, and state funding is heavily tilted towards areas of perceived need (that is, failing schools or districts). Federal funding, including but hardly limited to Title I funding, is also dominantly directed towards poor or high-minority schools. The rising tide of think tank and foundation money that finds its way into public K-12 school is very hard to track, but we can safely assume that almost all of it is earmarked for the poorest students. We’ve been trying to spend our way our of this problem since before I was born! And yet people who should know better pretend not to understand this reality and repeat the complaint about local funding of public schools, despite the fact that that story is not true.
We know that there is a set of people that can't manage money in a sustainable way for themselves. Surely, giving this set of people money produces zero to negative help. But I don't know the make up of all of the "poor" or why they're poor in the first place.
My own perspective on the matter as someone who sorta bootstrapped from a pretty shitty strating position is: no. If we took a cross section of people doing reasonably well what they've done is complied with society's demands, more succinctly they've served the market. They aren't exceptionally smart, talented, or disciplined, they just selflessly (including moving far and wide) elected a corner of the market that was valuable, and where they were themselves valued. And from my experience: they have really poor spending habits, they have shallow economic and political positions. And this is sort of the paradigmatic flaw with throwing money at people, in a lot of cases they do not have the faculties to comport themselves in such a manner where it is a benefit to themselves nor to their fellows. I fear many of these people, when they're put through some serious adversity, will succeed in recovering themselves.
I'm not trying to make an argument which paints me as some superior element to these folks, but rather these are mistakes that I have personally made and lived through while also existing on the precipice of dangerous self-amplifying poverty. To some extent, and with the way that things are structured, I think this very much attends to the "teach a man to fish" logic, and that lending that kind of real, personalized trivium is the way forward.
Italy has (or had) such a program: they would disburse pooled funds to a minimum of 3 unemployed individuals who were then expected to use said funds to start a business. To my knowledge many of these were cooperatives, which I think is an ingenious way of remediating some of the more egregious issues which we see bubbling up in our day-to-day lives in the US.
Now, I won't discount the fact that having a decent starting position is a huge boon; the crux of my argument here is that modifying it without respect to the nuance, as I've seen it, can lead to even worse outcomes. And I think the quasi-exclusive programs also nucleate certain perspectives, culture, and communities which themselves can be pretty detrimental. For instance I grew up in trailer parks, I have some aspects of white trash that I very deliberately maintain to my own detriment because it is part of my identity and a mark of pride, and sequestration of those habits makes me legitimately uncomfortable.
Also don't bother comparing the US and Europe, the latter without the former has historically been very volatile and I don't believe there's any reason to expect that things will have changed. As to why that matters: the US must have certain integral aspects both socially and politically which favor its position as the "world peacekeeping force" (read: world police), including egregious spending on "defense". And this is apparently perceived at large as justified. Moreover, military participation is also quite high, in part because of the way that America at large is structured. It is very much a multifaceted incentive complex. And I think that, over the years, it has very much seated America as the lynchpin of the globalized system. Personally, I don't like it, but I very much anticipate the effacement of America's current position as a global leader is going to lead to a very traumatic shift in the way of the world as we know it. The US is itself structured in a completely different way than is Europe as well, with considerable contrasts in needs and wants in comparison to Europe and in contrast with our own many, varied, and multifaceted communities. Rural America is not urban America.
Also, I think with (real) progressive policies the socioeconomic rules shift, and those shifts tend to make realizing even a modicum of wealth even more difficult in a lot of cases. For instance the big money print over COVID has destroyed a pretty considerable amount of my savings, and the Biden administration pushing for student loan forgiveness - I could've taken loans, shaved many years off of my opportunity cost, and have saved substantially less money to exit my university program with no debt burden, and I wouldn't have to suffer post-COVID university experience. Instead, assuming it was to be passed, I would be out $10k and I will have paid substantially more than previously predicted given the Feds 2% mandate, in addition to the huge shuffling of staff, policies, and the experience all due to policy changes. To the best of my knowledge, I have elected classical fiscal policy, and lost at every turn while trying to drag myself upwards but it was the paradigmatic road to success that I tried to pave.
Given through my decade long academic journey I barely saw any African American PIs in biomedical sciences, I don’t think that it’s a solved problem yet for other cases. Even within gender biases, the moment you include PhD enrollment and graduation rates you’ll likely see a massive difference anyway.
Might as well go all the way and start caring about college enrollment and graduation rates at that point no?
That'd find gender bias. Against men.
This paper is making the case that if a person makes it to college, they won’t be discriminated against while there. The question of whether they make it to college is a far different one.
Whether someone makes it to college and the different factors involved there are beyond the scope of this study.
Economies are more or less urban regions surrounded by rural areas with low population density. So, Nashville, DFW, Denver, etc. are regional economies.
I have found it interesting in recent research to find that the level of disparity in health inequity (called Social Determinants of Health, one of which is the 'Area Deprivation Index' managed by UW-Madison) and race/ethnicity is somewhat dependent on which regional economy you review. I can't speak for all regional economies, but the ten I looked into show interesting variation on the strength of economic disparity and the composition of race and ethnic groups.
People having problems with even simple statistics definitely is a cause for racism on the other hand.
I find economists often to be surprisingly bad at math.
Correct. We typically understand the actual cause in the US -- historical policies promoting detrimental economic outcomes to targeted ethnic groups. I'm not sure why you interpreted my positive finding of relationship into a normative declaration of causation.
> I find economists often to be surprisingly bad at math.
Which ones?
That's a wonderful idea, but the elites need sexism and racism as perennial bogeymen as they can always protest, "I'm not racist, I'm not sexist" But the elites cannot reasonably say, "I'm not biased against poor people."
Have you listened to any recent Planet Money episodes? It's racism all the things. They hardly blame the rich or the elites--don't want to irritate your customers.
judge people only by the content of their character. (ie. MLK's dream.) Help based only on their economic means, or their health needs.
I believe some folks in recent years have "gone overboard" and have devised a way to give them an Official feel-good excuse to self-deal or, to discriminate against a new batch of demographic traits. Which in turn just sows the seeds for yet more grievance "back blast" based on identity groups, yet again.
sooner as a society we can all take the higher road, together as one, the better off we'll be
> "If you can convince the lowest white man he's better than the best colored man, he won't notice you're picking his pocket. Hell, give him somebody to look down on, and he'll empty his pockets for you."
That's certainly an improvement over past behavior but it still leaves millions of poor people shivering in the cold.
It's a bit like saying, we found that the CEO works the same hours as their workers (productivity metric), but the pay (i.e. the intended reward for achieving said productivity measured by said metric) was not the same because of the CEO's massive bonus. BUT, since the hours worked are the same, we conclude that there's no pay discrimination. Wat?
There may genuinely be no sex discrimination involved, and I'm inclined to believe that this is indeed the case; but to me the argument above is not as much in support of this statement as the authors seem to think it is.
I've seen gender bias of both forms in academic settings, over and over again. Cases where women were treated grossly unacceptably because of their gender, even if it was mostly implicit and cast in terms of proxy issues; I've also seen cases where things happened in such a way as to benefit women, solely because of their gender, that would cause a firestorm if they were discussed openly in the public discourse.
My guess is on average things might look ok across the broader institution(s), but that average would be burying a lot of problems of both forms. I don't see a paper like this really helping in this regard. Swinging from one form of sexism to another is not the same as being as gender-blind as is possible.
When I was a graduate student about 5% of my class were women. I was able to find an advisor my first year. He added an entire section to his NSF proposal patting himself on the back for supporting women in the field and how he is increasing diversity by mentoring me, and sent it to me to read. Later that year, I was sexually assaulted multiple times by graduates in the program. The uni did nothing and I fell behind on course work. My advisor stopped meeting with me. I wasn't invited to study sessions with the other grads. I went to conferences and summer schools to try to make research connections but the conferences were always 99% male dominated and it was really hard to make a connection with anyone, especially with all of my fear. The ones who did want to talk about my work always wanted to do it over dinner. After dinner, one of them told me "I'd really like to fuck you". Another one stalked me near my house for the week he was in town. I found a new advisor. He basically ignored me the rest of graduate school and I did my best to work alone. I was not able to publish first author papers in total isolation. I managed to get second and third author contributions while retooling and applying for grants in a totally unrelated field of science in an attempt to self-rescue.
I was the only woman in my year to graduate from the program with a PhD. Most other PhD holding women in my field have similar experiences, especially if they were single through most of graduate school.
I did not go on to do a postdoc.
All of this is context so I can say: No shit if you look at metrics like hiring after obtaining the PhD it looks biased towards women. At least in my field there are about 2 women per year on the market, who made it through all of the above. This is called the "leaky pipeline" and is unaddressed in the paper. These women will be given extra consideration because they are only 5% represented in department faculty, and maybe 2% in the subdiscipline. And yes, they will likey have fewer papers and less support and less mentorship along the way, making their applications look weaker based on (arbitrary -- and I mean that!) metrics. Those metrics don't relatively measure tenacity and the ability to hunker down and push through adversity; the skills to seek out and find the right mentors; the ability to remain laser focused on a goal. I am just depressed by some of the comments in this section. Lots of people crying bias about hiring in academic departments ...that are still only 5% women.
(Though one can still make mistakes and misrepresent data when not studying oneself, obviously.)
https://journals.sagepub.com/doi/pdf/10.1177/152910062311631...