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Re:Helsinki to Begin Anonymous Recruiting by tomrod on Tuesday November 27, 2018 @02:03PM (#18545507)
My first paragraph I tried very carefully to avoid normative/"should" statements.

The identification of the issue is at hand. Consider Computer Science. Historically far fewer women go through the training for a variety of personal reasons and societal pressure. So, on the margin, blind/anonymous hiring ignores that upstream delta between females in population and skilled females in hiring pool. Whether this is desirable or not is not my point, only that this is "baked in bias" perpetuating down the line.

It's noble to build a society where we value blindness on characteristics irrelevant to hiring. Doing it piecemeal can result in furthering these baked in biases.

A better approach would be to split the skills validation (blind) from the move-forward decision (adhering to whatever inter-generational correction schema the society has decided upon) where the only pool of eligible move-forwards meet the established skills validation. In this way, you only get skilled candidates, and you can satisfy whatever other characteristics that need satisfaction.

Re:Helsinki to Begin Anonymous Recruiting by fizwhiz on Tuesday November 27, 2018 @02:19PM (#18545707)
We should all heavily invest in the pipeline problem through outreach and what not, but I'm genuinely curious: what happens if the underrepresented minorities don't make it past the blind skill validation?
Re:Helsinki to Begin Anonymous Recruiting by Baeocystin on Tuesday November 27, 2018 @07:53PM (#18548332)
At what point do we decide that a difference in culture may make some careers more or less attractive to a group on average than a different population, and that that is OK?

What if it's a cultural difference that has negative effect on the population in question?

Do you respect the difference, or try to change things so that those in said population who would prosper under different outlooks can do so?

This is a serious question, and I genuinely don't have a good, general answer. I can see this line of thought being used to superficially validate any bias one cares to in a "that's just how things are" kind of manner, which helps no one.

But we also have to acknowledge that differences will lead to, well, differences. How do we differentiate between negative and neutral causality?

Re:Helsinki to Begin Anonymous Recruiting by fizwhiz on Wednesday November 28, 2018 @02:01PM (#18554519)
I think it's perfectly permissible for different cultures to value different careers; I believe the argument is that there shouldn't be any other imposed barriers (ex: due to discrimination) for them to re-calibrate their value system and have the option to pursue other things.
Re:Helsinki to Begin Anonymous Recruiting by tomrod on Tuesday November 27, 2018 @02:22PM (#18545738)
That's a great question, and one I don't have a great and proper solution for. My splitting suggestion above I consider better than blind-only, but it certainly is not bullet-proof.
Re:Helsinki to Begin Anonymous Recruiting by fizwhiz on Tuesday November 27, 2018 @04:00PM (#18546679)
I ask because Github attempted this while organizing ElectronConf a year ago, but it turned out their blind submission review process[1] resulted in an all-male panel. Someone noticed and got upset[2], after which Github canned it. There was an HN discussion about it too[3].

Now we can speculate how many submissions were from people that don't identify as male (was it 50 or less%? Github hasn't released details to my knowledge). The issue though is that once the results (of what appears to be a fair process) didn't match the desired narrative, people screamed sexism and made mostly emotional arguments.

You've mentioned an "inter-generational correction schema" elsewhere in the thread. In most institutions, this essentially gets instated as quotas which embitters the majority in the system (including the people they target to enable because it's assumed they had to get past a "lower bar").

[1] https://archive.is/8SsNp#selection-381.122-494.0 [2] http://archive.is/NrLqE [3] https://news.ycombinator.com/item?id=14480868

Re:Helsinki to Begin Anonymous Recruiting by tomrod on Tuesday November 27, 2018 @04:19PM (#18546884)
Indeed, and I agree. I've tried to be careful from assuming specific norms, trying to think through the positive/observational aspects instead.

Applying the selection quota to the hiring pool that passes skills would get around the "quota-implies-less-skilled" issue.

Re:Helsinki to Begin Anonymous Recruiting by Aqua on Tuesday November 27, 2018 @02:53PM (#18546055)
The way I see it is you're trying to solve this problem in the wrong place, just like you said, the real issue lies elsewhere and this is precisely where we should direct our efforts to fix it. If fewer women decide to pursue a technical career, then perhaps we should learn why and counteract. By implementing an artificial counter-bias you're merely hiding the real problem by obscuring the data, while the symptoms and root causes remain intact.
Re:Helsinki to Begin Anonymous Recruiting by tomrod on Tuesday November 27, 2018 @07:41PM (#18548270)
A counter-bias on the conditional step could indeed assure a correction.

Let's formalize it a bit, I think this helps clarify.

Let A be the hiring propensity, B be job preparation (education, experience, what have you), and C be the "blinding factors" Helsinki is trying to address.

As a model we would like the joint propensity for everyone to be normalized. In other words, P(A,B,C) would be about the same.

The joint propensity P(A,B,C) would be expressed as

P(A,B,C) = P(A | B,C) * P(B | C) * P(C) [0]

Helsinki is making the first term, P(A | B,C) independent of their "blinding factors", or, in other words, P(A | B,C) = P(A | B).[1]

The remaining terms P(B | C) and P(C) are unaffected. It is P(B|C) differential that many arguing for what I call non-autarky "social corrections" (we do something as a society).

Since Helsinki's decision affects _only_ the conditional probability P(A| B,C), the other factors are still at play, and P(A,B,C) remains at issue.

There is nothing that can be done by Helsinki's hiring department for P(B|C) in the short term -- people are dealt the hand they have, life isn't fair, and so on. Completely true.

By blinding themselves, they set P(A|B) to be flat on C and no "equalization" of P(A,B,C) can be observed.

A truly egalitarian society would have P(B|C) = P(B). However, we aren't there. C, what Helsinki blinds themselves to, matters for qualifying life experiences.

The model that is being argued for by you and others I believe is formalized as a conditional independence model, namely that the propensity of hiring is independent of race, conditional on life preparation: P(A,C | B) = P(A|B) * P(C|B).[2] Note though: bias still persists: P(C|B) = P(B|C)*P(C)/P(B) -- we can't get away from that P(B|C) term in either model, and we know qualitatively that P(B|C) != P(B), hence why a correction can be positively argued for (rather than solely from emotion or duty).

Anyhow, that's the model in mind, and I'm open to being wrong/corrected. Thoughts?

--------------------

After thinking about it more, it seems that the ultimate goal of Helsinki is to make P(A|B,C) = P(A|B), not the latter model.

--------------------

[0] Chained conditional probabilites: https://en.wikipedia.org/wiki/Chain_rule_(probability)

[1] Independent variables definition: https://en.wikipedia.org/wiki/Independence_(probability_theo...

[2] Conditional independence: https://en.wikipedia.org/wiki/Conditional_independence

Re:Helsinki to Begin Anonymous Recruiting by Aqua on Wednesday November 28, 2018 @04:46PM (#18555977)
Thank you for formalising this, I get your point and I see what you're signalling, but I disagree with the solution you're proposing. Let me explain why. Firstly, I never said Helsinki's approach will completely solve the problem of inequality and you're right about that, nonetheless I perceive it as an improvement over the standard recruitment process. Your math makes sense, although I think the initial conditions are incorrect, because if I understand correctly your assumption is that the attributes hidden by the blinding factors would have had a positive impact on the "land a job interview or not" decision. On the other hand, I believe the opposite is far more likely, and this is precisely where we disagree. Also, I completely condemn the notion of attempting to fix the problem with affirmative action, primarily because it attempts to solve inequality(evil) with deliberate and explicit discrimination(greater evil). Don't forget that discrimination and prejudice is where it all started.

Edit: I should have been more precise when referring to blind hiring. I meant completely blind hiring, including the "on-site" interview stage(making it "blind" could be difficult). Obviously you're also correct about the earlier life experiences which could have been impacted by numerous factors, but my perception on that is the same as with law, it shouldn't be retroactive because you can't change people's past. Besides, each case is different and applying counter-biases here is like blind shooting.

Re:Helsinki to Begin Anonymous Recruiting by tomrod on Friday November 30, 2018 @10:36PM (#18574945)
>On the other hand, I believe the opposite is far more likely, and this is precisely where we disagree.

If I understand where you are coming from, "landing the job interview" are the direct factors Helsinki is choosing to be blind to, like name and so forth. Am I understanding that right? If so, let me clarify the point -- the factors that Helsinki _will_ judge resumes on -- experience and so forth -- are pre-conditioned on your name (etc.). So the fact that one makes the initial cut is still driven by the factors Helsinki chose to be blind to.

> Also, I completely condemn the notion of attempting to fix the problem with affirmative action, primarily because it attempts to solve inequality(evil) with deliberate and explicit discrimination(greater evil).

I get where you're coming from on this. The method I propose, if Helsinki uses the blinding methodology, is to impose any "corrective"/affirmative actions after the the blind evaluation of skills. That way every person is ensured to be qualified (avoiding the critique of "diversity hires"). One possible (and usually a default) "corrective" approach is autarky/doing nothing.

And... that's my whole point! I appreciate the discussion.