[HN Gopher] Suspicious discontinuities (2020)
       ___________________________________________________________________
        
       Suspicious discontinuities (2020)
        
       Author : explosion-s
       Score  : 272 points
       Date   : 2024-03-20 16:31 UTC (6 hours ago)
        
 (HTM) web link (danluu.com)
 (TXT) w3m dump (danluu.com)
        
       | Simon_ORourke wrote:
       | A friend of mine from a farming family in Europe once told me a
       | story that his family would wait until the year one of his
       | siblings was due to go to college and then invest in new farm
       | machinery. Their reported net income for the year would reduce or
       | go negative and the sibling would get to college effectively for
       | free on a hardship tuition grant.
        
         | DontchaKnowit wrote:
         | Yep very common tactic for small business owning families.
        
         | IncreasePosts wrote:
         | At least in America, they usually look at the past 2-5 years of
         | income to avoid these types of shenanigans.
        
           | ridgewell wrote:
           | In Canada, they use gross income instead of net income for
           | student grants.
        
             | tocs3 wrote:
             | So, what happens if you work in an area where the cost are
             | high but the margin is low? You might make $100K but have
             | $85K in costs. You still have $15K in income. Does this
             | apply to those self employed or only wage earners (gets a
             | paycheck)?
        
           | groestl wrote:
           | In Austria, we just don't have tuition fees, which also
           | avoids these types of shenanigans :)
        
         | SilasX wrote:
         | Huh? Wouldn't they have to depreciate it over several years so
         | only a fraction of it would be a deduction in the current? Or
         | is the idea that they'd buy so much capital equipment that even
         | the fraction they could depreciate that year would wipe out all
         | the other income?
         | 
         | AIUI, the concept of depreciation exists in tax law precisely
         | to prevent indefinitely deferring taxes via reinvestment
         | (though it can't do anything about the portion of reinvestment
         | going to pay salaries a la Amazon):
         | 
         | https://news.ycombinator.com/item?id=15061439
        
           | bombcar wrote:
           | Many countries allow accelerated deprecation of designated
           | equipment.
           | 
           | Here's the IRS's - https://www.irs.gov/newsroom/additional-
           | first-year-depreciat...
        
       | richrichie wrote:
       | > The following histograms of Russian elections across polling
       | stations shows curious spikes in turnout and results at nice,
       | round, numbers (e.g., 95%) starting around 2004. This appears to
       | indicate that there's election fraud via fabricated results
       | 
       | Two observations: 1. Why from 2004? Things were much worse in
       | Russia before 2004. 2. The numbers of this election seem to agree
       | with approval rating polls conducted by western agencies.
        
         | inglor_cz wrote:
         | By 2004, a former KGB spook was in power long enough to
         | introduce a falsification system.
         | 
         | The 1990s were worse _economically_ in Russia, but Yeltsin was
         | a relatively liberal politician and possibly didn 't _want_ to
         | falsify elections.
        
         | lupire wrote:
         | 2004 was the first election after the dictator took office and
         | decided he would never leave. (He pretended to leave once,
         | installing a puppet for 1 term, due to Constitutional limits.
         | When he officially returned, he amended the Constitution to
         | make himself dictator for life.) He's still dictator 20 years
         | later.
        
       | Xcelerate wrote:
       | Haha, I recall seeing a similar plot with a "suspicious
       | discontinuity" when I looked up data on home appraisal price vs
       | sale price. I remember asking the loan officer why the contract
       | was forwarded to the appraiser before they did the appraisal,
       | because that might bias their assessment. She gave me a funny
       | look and replied "that's kind of the point."
        
         | jeffbee wrote:
         | Yeah of course, the appraiser is a person who is paid to write
         | down the predetermined number. The US federal government should
         | nuke this industry as part of their crackdown on "junk fees".
         | Either the appraiser serves a legitimate arms-length purpose or
         | their whole line of business should go away.
        
           | sanderjd wrote:
           | I could see a third option as a "lemon detector". That is,
           | instead of their output being a number, it would be a binary,
           | intended only to limit downside risk in the worst cases.
           | 
           | I think in practice this is indeed the role they play. If I'm
           | "overpaying" by 20%, the appraiser will probably still "write
           | down the predetermined number", but if I'm overpaying by 100%
           | and taking out a mortgage to do it, there's a pretty good
           | chance that the bank's appraiser is going to sink that deal.
        
             | bombcar wrote:
             | That's basically what they do, they're not to find the
             | actual value of the property (that's more properly a tax
             | assessor, perhaps) - they are there to make sure the
             | valuation is "in the ballpark" to what it would liquidate
             | for.
             | 
             | An appraiser will never get in trouble if a bank forecloses
             | on a $500k property and it sells for $450k or so, but they
             | will get in trouble if the $500k property only sells for
             | $200k - they'd need to explain why.
        
           | lesuorac wrote:
           | I think it's really a problem of different incentives.
           | 
           | Somebody (A) at the bank does not want to give out loans that
           | are well beyond a properties value.
           | 
           | Somebody (B) _else_ at the bank is actually the one giving
           | you the loan and makes money from you getting it.
           | 
           | So A requires B to have an appraiser so they can't completely
           | run away writing loans. From talking to some real estate
           | agents, the appraiser will only fudge so much for you. An
           | appraiser might agree that the house is worth 750k even if
           | they actually think its 699k but if you try to get a 700k
           | loan for a 350k house they'll write down 350k in their
           | appraisal.
           | 
           | --
           | 
           | IIRC, the government's crack down on "junk fees" is mostly
           | that you can't advertise a price and then inflate it later
           | with fees. So as long as the bank states that they require an
           | appraiser and their in-house cost is $X; it doesn't count as
           | a junk fee. But if the bank says that the loan is going to
           | cost say $5k in overhead and then later says it doesn't
           | include appraisal fee then it be a junk fee.
        
             | margalabargala wrote:
             | > An appraiser might agree that the house is worth 750k
             | even if they actually think its 699k but if you try to get
             | a 700k loan for a 350k house they'll write down 350k in
             | their appraisal.
             | 
             | This is kind of the point. The appraiser isn't trying to
             | find the "true value" of the house, otherwise buyers would
             | hire appraisers prior to even offering a bid.
             | 
             | The question that the bank wants answered is, "is this
             | house sufficiently matched to loan amount such that if the
             | borrower defaults, the house can be sold for enough money
             | to recoup the loan?"
             | 
             | And if the answer is "yes", then they write down the
             | number.
        
           | SilasX wrote:
           | Semi-related: the time an appraiser raised the estimated
           | value after the couple removed all traces of the place being
           | inhabited by black people:
           | 
           | https://www.firstcoastnews.com/article/news/local/jacksonvil.
           | ..
           | 
           | Reddit /r/nottheonion discussion: https://old.reddit.com/r/no
           | ttheonion/comments/igk83g/jackson...
        
           | xenadu02 wrote:
           | Appraisals function as a major fraud reducer, especially for
           | internal fraud.
           | 
           | Appraisers will fudge $100k on the value of a $1m house
           | because that's their opinion as an appraiser. They won't
           | fudge $1m on the exact same house (2x value).
           | 
           | That serves as a kind of cap on funny business to some
           | extent. 10% of the value isn't going to make that much
           | difference on the ability to pay for most borrowers so an
           | excess $100k in the valuation doesn't _really_ matter anyway.
           | As long as appraisals don 't get too out of line they serve
           | their purpose.
        
         | dclowd9901 wrote:
         | When I was selling, I must've gotten the only appraiser in the
         | world that actually appraises rather than just follows the
         | contract. Idiot lost me $15k on my house.
         | 
         | But yeah, it's _very_ clear their appraisal, which is usually
         | _dead on_ with the offer, is a sham. I mean, even just
         | considering the incentive structure (Who's going to hire an
         | appraiser who causes deals to go sideways?), it's clear that
         | they're just a middleman taking their cut.
        
         | philomath_mn wrote:
         | Appraisals are such a joke. We had an appraiser say that my new
         | construction was going to appraise at $100k under cost -- so my
         | broker fired him, ate the fee, and hired an old friend of his
         | instead. She gave us the number we needed and the deal closed.
         | 
         | Then again, the finished house then appraised at $50k _over_
         | cost 12 months later when I converted the construction loan, so
         | maybe the first appraiser really was nuts.
        
       | jeffbee wrote:
       | Similar to car prices, we see the same mental rounding effect in
       | rents. People will rent a home for $2100 or $2200, sometimes even
       | $2150 for those truly dedicated to price finding, but hardly
       | anyone rents an apartment for $2137.
       | 
       | Source: my data for the city of Berkeley
       | https://observablehq.com/@jwb/berkeley-rent-board-data#cell-...
        
         | Macha wrote:
         | The car pricing seems to be that some amount of people round
         | 79,999 down to 70,000 when determining mileage and so cars with
         | 79,999km on the odometer are penalised much less than cars with
         | 80,000km.
         | 
         | I think the rent one is much more driven by "some landlords
         | like round numbers for posting ads/doing their finances".
        
           | bombcar wrote:
           | The "round prices" is definitely a factor, the math may say
           | to rent for $2134 but the landlord will either round that
           | down to $2100 or up to $2200.
           | 
           | And unless increases are limited by some law, they will
           | usually only raise it by even amounts.
        
         | madcaptenor wrote:
         | You might get some of that if rent is raised by percentage.
         | When I started my current job my salary was an integer multiple
         | of $10,000. I got a raise at the end of my first year that was
         | an integer percentage (3%, IIRC) so my salary was then an
         | integer multiple of $100. The following year I got a raise
         | again (it might have been an integer percentage, I don't
         | recall) and my salary was just some random-looking integer.
         | 
         | Rent-controlled Berkeley apartments are allowed to increase
         | rent by some fixed percentage, so maybe you can see this in
         | your data? But I don't think the math would work out so
         | cleanly.
        
           | jeffbee wrote:
           | Very true, but the graph I posted is initial leases only.
        
             | madcaptenor wrote:
             | I see you said that in your link. Maybe I should read more
             | carefully before making comments.
        
               | jeffbee wrote:
               | Reading any part of it launches you into the top
               | percentile already.
        
       | JohnMakin wrote:
       | I went to school at a relatively late age and started in
       | community college. The school/state had a policy where any
       | independent income earners making less than 35,000/year would not
       | pay tuition. A single dollar over that would require paying full
       | tuition of ~$60/unit or about $750 a semester. One year I worked
       | a little more overtime during the holidays than usual and
       | realized with a week to go in the year that I'd go a few hundred
       | dollars over, so I called out of a few shifts and nearly got
       | fired over it. I barely squeaked in under the limit, and if I
       | hadn't, there was pretty much no way I would have been able to
       | continue school. It's not like I could suddenly afford it now
       | that I made $35,001 vs $34,999. I have never understood why
       | things like this don't use some sort of sliding scale, rather
       | than absolute dividing line.
        
         | hammock wrote:
         | An instructive image of the welfare trap:
         | https://en.wikipedia.org/wiki/File:Welfare_trap.png
         | 
         | People making $30K on welfare would need to make $81K at an
         | actual job to have the same income after tax.
         | 
         | More info: https://en.wikipedia.org/wiki/Welfare_trap
        
           | autoexec wrote:
           | Something seems very off with that image. I've known a lot of
           | different people who were on welfare over the years, and not
           | one of them had a standard of living anywhere close to what
           | someone who nets $60,000 a year does. That said, there is
           | absolutely a cliff where you could risk a loss just by taking
           | in more money.
        
             | amanda99 wrote:
             | The main feature of that image is "childcare" which seems
             | to be a fixed subsidy of $16k (and "CHIP", ~$4k related to
             | child health care).
             | 
             | I don't know what the former means and how these are
             | calculated, but if you don't have children, this graph
             | would look a lot less exciting.
        
               | autoexec wrote:
               | The ones I've known with kids all seem to have it far
               | worse. If they were getting a $16k tax credit or whatever
               | it must not have been making up for the other costs
               | involved with raising children.
        
               | danaris wrote:
               | That graph is also showing an _ideal_ situation--that is,
               | you fully qualify for _and_ fully receive all of the
               | benefits listed.
               | 
               | That means you have to also know that you qualify for
               | them, apply for them, prove that you qualify, oh, nope,
               | whoops, you missed one piece of proof there--that means
               | you have to start all over.
               | 
               | You have to apply for each one, prove that you qualify,
               | jump through all the hoops, you start receiving benefits!
               | Now it's time to apply for the next one, get the
               | _slightly different_ proofs together, send them all in--
               | oh, what 's that? someone gave you just enough money that
               | you went over one of the limits? you get nothing this
               | year!
               | 
               | A new year, you have to apply for each one, prove that
               | you qualify....
        
               | RhodesianHunter wrote:
               | 16k wouldn't cover daycare in much of the US let alone
               | food, clothes, etc.
        
               | AnthonyMouse wrote:
               | > The ones I've known with kids all seem to have it far
               | worse. If they were getting a $16k tax credit or whatever
               | it must not have been making up for the other costs
               | involved with raising children.
               | 
               | Worse than someone who doesn't have to pay raise a kid
               | isn't the same thing as worse than someone else with kids
               | who makes $8000 more and therefore loses the $16,000
               | credit.
               | 
               | And the cliffs are only half the problem. Did you get a
               | childcare subsidy? Only if you use approved providers,
               | which charge more than your older niece would to watch
               | the kids, and now the money goes to some bureaucratic
               | corporation with lawyers and lobbyists instead of your
               | own family, and you see your niece less often and don't
               | talk to her dad as much and now he's less likely to offer
               | to do you a favor when you need one or realize that you
               | do.
               | 
               | You also get a housing subsidy, but only for particular
               | housing, which isn't as close to your job or doesn't
               | allow you to pool resources with roommates, so now you
               | have to pay more for transportation or most of the
               | subsidy gets eaten by higher rents etc.
               | 
               | The entire welfare system should be vaporized and
               | replaced with a tax credit for the poor (i.e. a UBI).
        
               | hammock wrote:
               | The chart (2012) is from Gary Alexander, Pennsylvania's
               | Secretary of Public Welfare - so take note the commenters
               | who are trying to suggest this is libertarian propaganda.
               | 
               | Pennsylvania has a substantial program to pay for child
               | care for many of its residents:
               | https://www.dhs.pa.gov/Services/Children/Pages/Child-
               | Care-Wo...
        
               | amanda99 wrote:
               | It is not: it's inspired by it.
               | 
               | If you look carefully, the numbers are different. In
               | Gary's picture, the cliff is from $29k to $69k or so; the
               | one above is much wider.
               | 
               | Also direct link:
               | 
               | https://web.archive.org/web/20140205020059im_/http://www.
               | aei...
               | 
               | (It is funny though, the picture above seems to be very
               | much from a serious libertarian.)
        
               | autoexec wrote:
               | > The chart (2012) is from Gary Alexander, Pennsylvania's
               | Secretary of Public Welfare - so take note the commenters
               | who are trying to suggest this is libertarian propaganda.
               | 
               | In fairness, the linked image is sourced to a
               | libertarian's blog and Gary Alexander is also a
               | conservative who was appointed to Corbett's
               | administration and was often criticized for extensive
               | cuts to Pennsylvania's welfare programs which he often
               | characterized as fighting fraud and waste until he
               | resigned after a few scandals
               | (https://www.washingtonexaminer.com/politics/2380594/ex-
               | penns...) including the fact that he was still living in
               | Rhode Island and was charging tax payers for his
               | travel/commute expenses.
        
             | chefandy wrote:
             | Well, this is well outside of my area of expertise, but the
             | only factual dispute attached to the image in wikipedia is
             | that SSI is only available to people essentially assumed to
             | be out of the work pool. From the SSI site: "Little or no
             | income, and Little or no resources, and A disability,
             | blindness, or are age 65 or older." That's a pretty tiny
             | slice of that graph. Maybe it just hasn't been thoroughly
             | interrogated but my gut says that whoever attached that SSI
             | criticism would have probably addressed more severe
             | discrepancies first.
             | 
             | The source-- a libertarian blog-- implies that the problem
             | is welfare itself, but I think the bigger problem is a
             | naive approach to means testing that is entirely divorced
             | from economic reality.
        
               | hammock wrote:
               | The primary source is a welfare bureaucrat, Gary
               | Alexander, Pennsylvania's Secretary of Public Welfare,
               | not a libertarian blog:
               | https://youtu.be/Ruzo8bm96Io?t=2191
        
               | p_j_w wrote:
               | This fact alone doesn't mean much. He was appointed by a
               | Republican governor and could very easily be a
               | liberterian ideologue to the same degree of said blog.
        
             | heroprotagonist wrote:
             | How much of that standard of living is based on credit,
             | though? Credit is largely based on income. Housing, payment
             | flexibility for amenities and vacations, big ticket
             | purchases that reduce long-term costs, etc.
             | 
             | When 3/4 of those making less than 50k and 2/3 of those
             | making less than 100k are living paycheck to paycheck, that
             | extra flexibility influences quality of life quite a bit.
             | 
             | Quote (https://www.bankrate.com/finance/credit-
             | cards/living-paychec...):                  * Statistics
             | vary, but between 55 percent to 63 percent of Americans are
             | likely living paycheck to paycheck.                  *
             | Three in four Americans who earn less than $50,000 are
             | living paycheck to paycheck, compared to roughly two in
             | three of those making $50,000 to $100,000.
        
           | deathanatos wrote:
           | That graph needs [citation]s. The source it cites does not
           | mention how they obtained the figures for childcare, and a
           | questioner in the comments asks for, and does not receive, a
           | source for that information. The source article itself
           | doesn't even seem to be the source, it links to yet _another_
           | article. That article _also_ doesn 't seem to be the source,
           | the source appears to be ... a politician.
           | 
           | The childcare part -- the largest and most problematic
           | benefits cliff in the graph -- appears to be specific to PA.
           | But PA doesn't offer a monetary childcare benefit: one would
           | have to be arguing that _this is the specific dollar amount
           | that the care is worth_ ... which ... IDK. I 'd like to at
           | least _see_ that argument. But the vesting cliff, as
           | depicted, doesn 't line up with any of PA's cutoffs,
           | _either._
           | 
           | So, this graph smells of statistical lies.
        
             | hammock wrote:
             | The original chart (2012) is from Gary Alexander,
             | Pennsylvania's Secretary of Public Welfare.[1] Pennsylvania
             | has a substantial program to pay for child care for many of
             | its residents:
             | https://www.dhs.pa.gov/Services/Children/Pages/Child-Care-
             | Wo...
             | 
             | [1]https://youtu.be/Ruzo8bm96Io?t=2191
        
         | AceJohnny2 wrote:
         | > _I have never understood why things like this don 't use some
         | sort of sliding scale, rather than absolute dividing line._
         | 
         | Because it's easier to pass a law that sets up such welfare
         | when it has a simple threshold, or at least it was.
         | 
         | Last time this article came up, someone referenced a group of
         | lawmakers in the US who were working at smoothing out these
         | awful discontinuities, but I can't quickly rustle up the link.
        
           | bombcar wrote:
           | And there are tons of these various programs, all with
           | differing requirements, and some take into account others and
           | some don't.
           | 
           | Some trigger "automatically" (if you apply for X and receive
           | it, you qualify for Y, Z) and that can have weird side
           | effects, too.
        
         | danaris wrote:
         | Frankly, because many people think that any kind of welfare or
         | assistance is, at best, a necessary evil--and more often just
         | _evil_ --and they _want_ to make it painful, complicated, and
         | hard to access.
        
           | JohnMakin wrote:
           | There were parts of what I described that were brutally
           | difficult. Particularly, we would receive a certain $ amount
           | to purchase books (that were frequently $500+ dollars per
           | semester). However, the office that doled this fund out would
           | frequently be _weeks_ behind, or your scheduled disbursement
           | just wouldn't show up. Then you'd have to find multiple hours
           | out of your work week to go down to the financial aid office
           | to wait in line for hours in an office that was only open
           | 10am-2pm. Or sometimes the complete scam of a bank /card they
           | forced you to use had some issue.
           | 
           | So, frequently, you wouldnt even be able to purchase books
           | without a loan or extending credit til 1-2 months into the
           | semester. by that time you could be having midterms and tons
           | of assignment with no textbooks. I would frequently have to
           | beg other students to let me photocopy sections of their
           | books so I could do the assignments. Or resort to pirating.
           | 
           | To them that's "working as intended" I guess. no amount of
           | complaining ever got anywhere.
        
           | lynx23 wrote:
           | And given how much (light) abuse I know about in personal
           | circles, and how some people think they deserve everything
           | they can claim, strict rules are likely a rather good idea.
        
             | munk-a wrote:
             | > some people think they deserve everything they can claim
             | 
             | If they are able to claim something doesn't it stand to
             | reason that we think they deserve it? I am confused how
             | you'd measure your qualification for welfare without using
             | the qualification metrics.
             | 
             | At the end of the day welfare in the US extremely stingy
             | even if you manage to max it out - it can be a struggle to
             | survive in a lot of areas due to a lack of CoL adjustments.
        
         | dragonwriter wrote:
         | > I have never understood why things like this don't use some
         | sort of sliding scale, rather than absolute dividing line.
         | 
         | They often do use sliding scales, but that's more complex (and
         | expensive) to administer, and (because of multiple interacting
         | programs) ends up not actually solving much of anything. Also,
         | because of the way things (including available funds) work, but
         | even ignoring budgeting for the increased admin cost, a sliding
         | scale probably would start stepping down from full benefit
         | where a sharp cutoff is, that would probably be more like the
         | middle of the sliding scale, so if you "barely squeaked in
         | under the limit" on the sharp cutoff version, you'd probably
         | get _far less_ benefit under a sliding scale system.
        
         | duxup wrote:
         | I changed career paths post age 40 via a coding bootcamp.
         | 
         | Despite being a terrible student when I was younger, I found
         | had a great time learning, and I've really enjoyed my job ever
         | since.
         | 
         | I found myself in a strange position though, lots of services
         | offered benefits to students, discounts, internships, storage /
         | compute time etc. I was not enrolled in a traditional
         | university (although they were administering it), and so I
         | didn't qualify, for much of any of those kinds of offers. Most
         | of the systems in place thought of students as a typical 4 year
         | university student and frankly ... younger. One internship I
         | applied to did not seem to clearly indicate they were only
         | really interested in younger, and more traditional students
         | until the second interview.
         | 
         | Some of these rules I get, they don't want someone abusing
         | their free / discounts for other reasons and they have systems
         | in place for dealing with traditional students.
         | 
         | With people changing jobs and seemingly continued potential for
         | the need for job market retraining and related disruption and
         | etc ... it feels like it's time to make some adjustments as far
         | as what a "student" is and so on.
        
           | thfuran wrote:
           | >One internship I applied to did not seem to clearly indicate
           | they were only really interested in younger, and more
           | traditional students until the second interview.
           | 
           | Well, you missed out on a lucrative lawsuit there if you're
           | in the US. An interviewer telling someone they're not going
           | to be hired because they're over 40 (or even just because
           | they're not young enough, when they are over 40) is legally
           | equivalent to telling them they're not going to be hired
           | because they're black or Jewish.
        
         | kwhitefoot wrote:
         | It's because the people who make such rules are both innumerate
         | and if not lazy then uncaring.
        
         | Wowfunhappy wrote:
         | Not to condone the school's policy, but could you have donated
         | the excess income to charity to get your taxable income back
         | under the limit?
        
           | gringoDan wrote:
           | Probably not relevant unless you have itemized
           | deductions/donations above the value of the standard
           | deduction.
        
       | madcaptenor wrote:
       | (2020), but still interesting.
        
       | lesuorac wrote:
       | > It's generally believed that this is caused by a discontinuity
       | in youth sports:
       | 
       | > 2. Within a given year, older kids are stronger, faster, etc.,
       | and perform better
       | 
       | I've seen a few youth ice hockey games and by god it's just
       | unfair; there's a kid like a foot taller than the rest. I'm kind
       | of surprised there isn't some system that buckets kids by size ,
       | it can't be fun for the small kids to get elbowed in the neck
       | every time they bump the tall guy.
        
         | ddtaylor wrote:
         | I remember playing basketball as a kid and being very
         | entertained beating kids that were much taller than I was.
         | Sure, they had the height, but they lacked so many fundamental
         | skills and sometimes it was clear they didn't think they had to
         | work very hard or do practice drills because they were tall.
         | 
         | Fun fact, the ball and hoop don't care about any of that. It
         | lets me steal it from you and it lets me put it into the hoop.
         | The scorekeepers even add two to the scoreboard!
        
           | gopher_space wrote:
           | > Fun fact, the ball and hoop don't care about any of that.
           | 
           | Tangent: I grew up around a high school basketball coach and
           | saw that _all_ of the adults knew exactly who was going to
           | college in which sport, and usually by late jr. high. We 'd
           | go to games just because he said some kid on the visiting
           | team was going pro and that's exactly what happened.
        
             | robk wrote:
             | Can you expound more? How did this work across different
             | fields of sport? I assume a basketball scout can recognize
             | talent early in their domain but how is it crossing sports?
        
         | toast0 wrote:
         | If you've ever played Nintendo's Ice Hockey (1988), it's super
         | realistic, and the tradeoffs of big vs little are clear: little
         | guys bounce off of big guys and big guys move slow.
         | 
         | My kid is in 12U youth hockey and is a big guy, and yeah,
         | smaller kids can often usually skate around him, but if they
         | bump into him, they fall over, and often he'll get a "big kid
         | penalty" which means he gets a break in the penalty box for the
         | crime of being tall and physically near a smaller player who
         | fell over. We had to do a bit of coaching on how to make
         | (allowed) physical contact so it reasonable contact doesn't
         | look like prohibited contact (mostly be sure to have hands off
         | when kids are falling, it's real easy to look like cross
         | checking when it was actually just incidental contact).
         | 
         | Some of the littler kids seem to have a lot of fun getting away
         | with a lot more physical play than he can. Although he says he
         | enjoys it when a small kid gets mad at him and tries to knock
         | him over, too. So at least so far, seems like everyone is
         | having fun.
         | 
         | I don't think you can really just bucket kids by size and
         | ignore age though... there's a lot of mental development
         | between 10U hockey and 12U hockey, and putting a big 10 year
         | old on the 12U team is often not right because the level of
         | play is so much different, most 10 year olds won't keep up. At
         | the same time, a small 12 year old on the 10U team is going to
         | have a big advantage from age.
         | 
         | Around here we do have two different leagues, one for
         | 'recreational' teams and one for 'reputation' teams, and you
         | more or less have to demonstrate a decent amount of skill to
         | get on the rep team, and then you're playing with much better
         | teams. All the teams are composed of a mix of big and small
         | kids though.
         | 
         | Edit to add: All that said, I think bucketing kids by age makes
         | sense _and_ I agree that there can be advantage to being at the
         | extremes of the cohort. Since the US school system usually has
         | a different cutoff date (september-ish) than US youth hockey
         | (jan 1), you might see different results where there 's grade
         | level based high school hockey and age based youth hockey...
         | but not in Canada where the cutoff is Jan 1 for both.
        
           | bombcar wrote:
           | I think you could bucket by age but have the ability to move
           | kids around.
           | 
           | The problem is that these youth sports can get very
           | competitive, and then people will be tempted to move the
           | bigger kids down to get an advantage.
        
             | toast0 wrote:
             | At least in USA Hockey, it's not too hard to get approval
             | for kids to 'play up', our 12U team this year had 3 kids
             | that were under age by one year. Getting approval to 'play
             | down' is a lot harder. Our competitive league rules say
             | (sorry for caps) "HAVING 10U PLAYERS PLAYING UP AT 12U IS
             | STRONGLY DISCOURAGED, BUT OCCASIONALLY THERE ARE COMPELLING
             | REASONS TO DO SO. EACH ASSOCIATION AT THEIR DISCRETION MAY
             | ALLOW UP TO TWO 10U PLAYERS PER SEASON TO PLAY UP AT THE
             | 12U DIVISION." And further players are on a case by case
             | basis, determined by a league coordinator from the opposite
             | side of the state.
             | 
             | USA Hockey rules don't permit playing down unless a doctor
             | says it's medically necessary, but then they're not allowed
             | to play on competitive teams. Simply being small or
             | unskilled is specifically not an acceptable reason. [1]
             | 
             | IMHO: playing up is pretty easy to administer, but playing
             | down would be very hard to administer fairly for
             | competitive teams, so it's just flat out prohibited.
             | 
             | Edit for further thought: If you have enough participants,
             | it might make sense to try running Jan 1 leagues and Jul 1
             | leagues and see if it makes sense to go to quarterly
             | leagues too. Or maybe agitate to change the cutoff for
             | Spring Hockey and see how that looks?
             | 
             | [1] https://www.sedistrict.org/page/show/834907-playing-up-
             | down
        
           | munificent wrote:
           | _> I don 't think you can really just bucket kids by size and
           | ignore age though... there's a lot of mental development
           | between 10U hockey and 12U hockey, and putting a big 10 year
           | old on the 12U team is often not right because the level of
           | play is so much different, most 10 year olds won't keep up._
           | 
           | A friend of mine has a son who is giant for his age. The kid
           | is 7 but he's the size of a late middle-schooler.
           | 
           | One of the things that ends up being really difficult for him
           | is that everyone around him assumes that he should be smarter
           | and more mature than he is. They inadvertently expect him to
           | be mentally the same age as kids the same size as him. It
           | sucks because it makes him seem developmentally disabled or
           | emotionally unregulated. He's not! He's a totally normal
           | seven-year-old. Just a really tall one.
        
             | toast0 wrote:
             | Yeah, we definitely get/got a lot of that. At his current
             | size/age, it's not so bad, but it was definitely a bigger
             | deal when he was a newborn that looked like 2 months old
             | (delivery nurses didn't understand why we were in their
             | ward), and a preschooler who looks older, where there's a
             | lot of development happening in a short amount of time.
        
         | MichaelZuo wrote:
         | I noticed the same in Ontario, any kids who weren't born in the
         | first few months of the year had a huge disadvantage.
        
       | dang wrote:
       | Related:
       | 
       |  _Suspicious Discontinuities_ -
       | https://news.ycombinator.com/item?id=28452926 - Sept 2021 (54
       | comments)
       | 
       |  _Suspicious Discontinuities_ -
       | https://news.ycombinator.com/item?id=22378555 - Feb 2020 (297
       | comments)
        
       | rwmj wrote:
       | Also UK VAT. Companies only need to register for VAT when they
       | turn over more than PS85,000 in a year. This adds a great deal of
       | extra complexity for running the company. Predictably a lot of
       | companies earn just less than this amount. The graph is worth a
       | thousand words:
       | 
       | https://www.economist.com/cdn-cgi/image/width=1024,quality=8...
       | (from https://www.economist.com/britain/2023/04/11/britains-tax-
       | ta...)
        
         | bluedino wrote:
         | One similar thing is getting a 1099-MISC for 'side work' in the
         | USA
         | 
         | For example, I'll do some hands-on work for a former employer.
         | Rack some network equipment, go investigate something, install
         | some hardware...They take it from there, I can bill a couple
         | hours and it's a nice dinner for my wife and I.
         | 
         | However, if I hit a certain threshold ($600?), they will send
         | me a tax form and I'll then have to pay income tax on that
         | money.
        
           | dragonwriter wrote:
           | > However, if I hit a certain threshold ($600?), they will
           | send me a tax form and I'll then have to pay income tax on
           | that money.
           | 
           | No, the threshold at which you have to include the income in
           | your taxable income ($400/yr) is lower than the threshold for
           | the person paying you to provide a 1099-MISC ($600/yr from
           | that payer.)
        
             | bombcar wrote:
             | Don't you always have to include the income even if you
             | don't get 1099'd?
             | 
             | The $400 is only if it's your _only_ income, otherwise
             | plumbers could always charge $399 a visit and never pay
             | tax.
        
       | nominatronic wrote:
       | A similar fun example is the distribution of Elo ratings on a
       | chess site, e.g. here's the weekly distribution on Lichess for
       | Bullet games (less than 3 minutes):
       | 
       | https://lichess.org/stat/rating/distribution/bullet
       | 
       | It's easy to understand why this happens:
       | 
       | - Player ratings will fluctuate by small amounts as they win and
       | lose individual games.
       | 
       | - People are happy to stop playing when their rating is at e.g.
       | 1503, but if it's 1497, they'd rather play just one more game
       | than leave it that way.
       | 
       | - At any given time, most accounts are not playing, so the
       | distribution shows a bias towards values just over a 100 Elo
       | threshold.
       | 
       | The other neat thing is that you can see this effect reduce as
       | you look at longer time controls:
       | 
       | Blitz (less than 10 min):
       | https://lichess.org/stat/rating/distribution/blitz
       | 
       | Rapid (less than 30 min):
       | https://lichess.org/stat/rating/distribution/rapid
       | 
       | Which makes sense because the time and effort of gambling just
       | one more game to get the rating back over the line is higher at
       | the longer time controls.
        
         | chatmasta wrote:
         | > At any given time, most accounts are not playing, so the
         | distribution shows a bias towards values just over a 100 Elo
         | threshold
         | 
         | FYI, that graph only includes players who were active (played a
         | game) this week.
        
           | nominatronic wrote:
           | Yes, but that doesn't change the fact that out of all the
           | accounts included, most of them won't be actively playing
           | games right now.
        
             | chatmasta wrote:
             | In fact none of them will be, because it's computed by
             | analyzing the rolling last 7 days, and each accounts
             | "ranking" is whatever their ranking was at the end of that
             | period (i.e. "now," more or less).
             | 
             | Basically I'm not sure why you're saying that leads to a
             | bias toward "slightly above 100."
             | 
             | Ohh... unless you meant slightly above a _multiple_ of 100.
             | I see now. Because people stop playing when they hit a
             | milestone, right.
        
       | abnry wrote:
       | Another place this shows up is in online chess ratings.
       | 
       | See Lichess: https://lichess.org/stat/rating/distribution/blitz
       | 
       | Couldn't find this in Chess.com stats, but maybe they do some
       | smoothing in their plot.
        
       | chubbyFIREthrwy wrote:
       | >One reason people were looking for ways to lose money was that,
       | in the U.S., there's a hard income cutoff for a health insurance
       | subsidy at $48,560 for individuals (higher for larger households;
       | $100,400 for a family of four). ... That means if an individual
       | buying ACA insurance was going to earn $55k, they'd be better off
       | reducing their income by $6440 and getting under the $48,560
       | subsidy ceiling than they are earning $55k.
       | 
       | I had the opposite problem for the 2022 tax year: I turned out
       | that, with investment losses and no earned income, my adjusted
       | income was below the poverty line, which ... means your ACA
       | healthcare subsidy is cut off entirely!
       | 
       | https://www.irs.gov/affordable-care-act/individuals-and-fami...
       | 
       | The "logic" there (from reading discussions of the cutoff) is
       | that, "well, if you're below the poverty line, you should be on
       | Medicaid and not on the ACA exchanges at all, silly!" Okay, but
       | if you have wildly varying income, and a high income from
       | previous years, you don't know that you'll be "in poverty" this
       | year, and won't qualify because of the past year.
       | 
       | I was tempted to update my taxes to claim phantom income from my
       | imaginary cash-based business, which would then get me the
       | subsidy, but that feels ick.
       | 
       | (Which, I know, being retired on crypto, I _also_ feel ick about
       | taking the subsidies to begin with, but that 's a different
       | issue.)
        
         | PaulDavisThe1st wrote:
         | A reminder to anyone reading that there is no actual "opposite
         | problem" to yours (which I'm very disturbed to hear about, hope
         | things work out).
         | 
         | For now, there is no income level cut off for ACA premium
         | subsidies, just a limit that says you should never spend more
         | than 8.3% of your AGI (more or less) on health insurance (more
         | or less).
         | 
         | This may change next year and/or in the future.
        
       | armchairhacker wrote:
       | At least in the government, there should be a law that any
       | hypothetical scenario where someone making more money before
       | government taxes/incentives would cause them to earn less after,
       | must be quickly resolved by replacing hard cutoffs with
       | gradients.
       | 
       | No benefits should apply 100% for anyone making under a certain
       | amount and 0% for anyone making over. Instead there should be a
       | range they slowly decrease, so that if you make $1 more before
       | the benefit you still get less than $1 after. Maybe even a lot
       | less, like only $.30. But you should never _lose_ money.
       | 
       | This is obvious. It goes to show how bad beaurocracy and subtle
       | misaligned incentives are that these hard cutoffs ever existed in
       | the first place.
        
         | throwitaway222 wrote:
         | This is why people don't want to pay taxes at all
        
         | baggy_trough wrote:
         | It all comes back to the fact that government is a low
         | accountability sector, despite what many people seem to think.
        
           | callalex wrote:
           | What is the point of saying something like this? Would you
           | prefer that people just not bother to do anything and let
           | poor people starve to death instead?
        
             | RhodesianHunter wrote:
             | The "starve the beast" propaganda has been wildly
             | successful and is seeded deep in American culture and
             | psyche.
        
               | mrguyorama wrote:
               | "Vote for me and I'll show you how bad I can make
               | government" has been supremely effective, somehow
        
         | euroderf wrote:
         | Replace one number (the cutoff) with two (the start and end of
         | sliding part).
        
         | orangecat wrote:
         | Right, and this is one of the reasons why I support a UBI that
         | replaces most existing welfare programs. Amazingly some people
         | criticize UBI on the grounds that it removes the incentive to
         | work, when it's almost exactly the opposite.
        
       | bluedino wrote:
       | I'd bet the race time data looks similar to weight-lifting data
       | for certain thresholds, whether it's the number or plates or
       | such. Goals people set and then they mentally stop themselves at
       | that goal.
        
       | UncleOxidant wrote:
       | We had something like this when we were on ACA one year. I hadn't
       | been working that year, but I ended up getting a job in August
       | and it looked like we were going to go over the income threshold
       | because we have a rental and were getting rental income. I asked
       | the renters to please not pay their rent for Sept-December until
       | January of the next year. They happily complied. We were able to
       | squeak under the threshold, but it was close.
        
       | atulvi wrote:
       | Need to add this one here
       | https://twitter.com/martinmbauer/status/1769672126905090386
        
       | dec0dedab0de wrote:
       | The worst one of these that affected me was money helping people
       | in the 2008 housing crisis. qualifying was based on what
       | percentage of your income your mortgage payment was. So I would
       | have got it if I had made a little less money, or if i had bought
       | a house I knew I couldn't afford. It felt like being punished for
       | making the right decisions.
        
         | Karellen wrote:
         | So... people who'd been misled into making bad decisions and
         | were being given help because they really needed it, made you
         | feel like you were being punished by not getting similar help
         | you didn't really need because you were making OK money and had
         | avoided making the same kind of mistake?
         | 
         | IMO, that's a _really_ glass-half-empty way of looking at the
         | situation.
         | 
         | You did good! Try to give yourself a break. People like you who
         | didn't fall for the sleazy mortgage brokers helped limit the
         | damage that the rest of society had to deal with. And maybe
         | next time some society-wide con goes down, if you (or someone
         | you love) is unlucky enough to get stung by it (because none of
         | us are smart enough to spot the con-men 100% of the time),
         | hopefully you (or they) will get the help that's available that
         | time around when it is really needed.
        
         | munificent wrote:
         | This is like saying, "If only _my_ house had been destroyed by
         | a hurricane too, and then I would have qualified for that sweet
         | FEMA money. "
         | 
         | I mean, sure, but you were still better off to not have your
         | house destroyed in the first place.
        
       | sukruh wrote:
       | The discontinuities at the used care sale prices graph seems like
       | an arbitrage opportunity on depreciation. Buy right after a round
       | number, sell right before another, pay less on dep.
        
       | neilv wrote:
       | I was all excited when I saw on Zillow a decent new apartment
       | complex in town with rents that were actually reasonable...
       | until, after hours of studying photos and floorplans and
       | neighborhood, I noticed a statement on Zillow, near the bottom of
       | the scroll, in one of the tabs in right column, that the building
       | is subsidized, and there's a permissible income range.
       | 
       | While some of us could qualify while on early startup salaries, I
       | don't know how I'd feel about subsidies as a techbro, and I know
       | I wouldn't feel good about having to move from a nice building
       | (big time investment, moving monetary cost, and quite possibly
       | moving to a crappier building) because the startup was doing OK.
       | 
       | I was disappointed, but not surprised. As a middle-class techbro,
       | this is a very lite version of a much bigger problem that has
       | affected many low-income people. News has long had stories about
       | low-income people who are trapped with subsidies they need
       | (housing, food, support for children, etc.). They make a lousy
       | wage, and can't afford to get much of a better wage, because the
       | societal safety net on which they depend would be ripped out from
       | under them before they could afford it to.
        
         | hollerith wrote:
         | >I know I wouldn't feel good about having to move from a nice
         | building because the startup was doing OK.
         | 
         | Subsidized apartment buildings in the US don't make you move
         | out if your income goes up: they just take away your subsidy,
         | i.e., your rent goes up to what HUD calls the apartment's
         | "contract rent". Then HUD (statistically speaking) directs the
         | money they used to use to subsidize your rent to building more
         | subsidized housing. HUD _wants_ successful people living in
         | HUD-subsidized buildings, at least the ones with children in
         | them, to serve as role models.
        
           | neilv wrote:
           | Interesting; that sounds enlightened of HUD.
        
       | throwitaway222 wrote:
       | It's too bad income "cut-offs" even exist. Shouldn't it always be
       | a smooth function?
        
         | mbork_pl wrote:
         | Smooth - definitely not. Continuous - yes. (SCNR.)
        
       | noqc wrote:
       | The author of the marathon paper explains the phenomenon he is
       | observing, and then goes on to "reject that explanation" without
       | attempting to do anything to control for it.
       | 
       | >For example, the 2013 Chicago Marathon provided pace teams for
       | 3:00, 3:05, 3:10, 3:15, 3:20, 3:25, 3:30, 3:35, 3:40, 3:45, 3:50,
       | 3:55, 4:00, 4:10, 4:25, 4:30, 4:40, 4:55, 5:00, 5:10, 5:25, and
       | 5:45.T he institution of pace teams then could provide an
       | alternative explanation for the bunching we observe at round
       | numbers.
       | 
       | It would be easy to do, even. Restrict to marathons where the
       | pace team spectrum is known to be of a specific type and see if
       | the other spikes disappear. The author certainly has the data to
       | do this, and isn't. _That_ is suspicious.
        
       | jancsika wrote:
       | > One reason people were looking for ways to lose money was that,
       | in the U.S., there's a hard income cutoff for a health insurance
       | subsidy at $48,560 for individuals (higher for larger households;
       | $100,400 for a family of four). There are a number of factors
       | that can cause the details to vary (age, location, household
       | size, type of plan), but across all circumstances, it wouldn't
       | have been uncommon for an individual going from one side of the
       | cut-off to the other to have their health insurance cost increase
       | by roughly $7200/yr. That means if an individual buying ACA
       | insurance was going to earn $55k, they'd be better off reducing
       | their income by $6440 and getting under the $48,560 subsidy
       | ceiling than they are earning $55k.
       | 
       | Except that in real life there is no /dev/null that you can
       | immediately pipe in _exactly_ $6440 to hit your target.
       | 
       | You have to spend your _time_ in order to achieve this reduction
       | in AGI.
       | 
       | And discontinuities being discontinuous means that the number of
       | people who have the necessary training/experience to confidently
       | achieve this in, say, three hours, is probably in the same
       | ballpark as people who can successfully set up encrypted email in
       | the same amount of time.
       | 
       | For everyone else, it's going to take at least a week's worth of
       | time to plan, double check, execute, triple check, etc. (And
       | realistically double that, or more.)
       | 
       | At 55K, you've already spent that savings in the value of the
       | time you gave up to get the savings.
       | 
       | People often make fun of free software developers for failing to
       | properly value their own time. But at least that's not their
       | domain of expertise. A financial hobbyist spending $2 of their
       | time to save $1 is professional grade irony.
       | 
       | Edit: clarification
        
         | trevithick wrote:
         | The example of buying options given in the article would take
         | literally minutes for anyone with an existing brokerage
         | account.
        
         | nerdponx wrote:
         | These aren't financial hobbyists.
         | 
         | At $48,560, these are mostly people who don't have a lot of
         | money relative to their living expenses, and are doing what
         | they need to do in order to not feel totally broke. < $50k in a
         | lot of places was already getting hard to raise a family on,
         | even before Covid, all the moreso if you're paying full price
         | for ACA exchange insurance, which was then and remains now
         | disgustingly expensive.
        
       | sanketsaurav wrote:
       | aside: if you're on Arc browser, I made a boost that adds some
       | styling to Dan's website to make the reading experience just a
       | little better:
       | https://arc.net/boost/80CE9A49-4D0A-48C6-9C53-13BF02696009
        
       | mrandish wrote:
       | Coding hard cut-offs like this into legislation, regulation or
       | policies seems crazy almost to the point of negligence,
       | incompetence or malice. Especially when it's so obvious such
       | cliffs will incentivize behavior certain to cause negative or
       | perverse outcomes. It's even more incomprehensible when
       | implementing graduated thresholds is so well understood.
       | 
       | A related common failure mode is baking in fixed, absolute
       | thresholds for dynamic domains sure to evolve instead of linking
       | thresholds to dynamic metrics (such as inflation, cost of living,
       | etc).
        
         | nerdponx wrote:
         | It's often said that the cruelty is the point.
        
           | thfuran wrote:
           | If it were, why would they offer welfare programs at all?
           | Surely an "indolence tax" assessed on anyone with income
           | below a certain threshold would be more cruel.
        
       | rhelz wrote:
       | If you are upset about somebody not wanting to take that $50k a
       | year job because it would cost them a subsidy, just wait until
       | you hear about trust funds and inheritance!!
       | 
       | If you think losing a $20k subsidy is demotivating, imagine
       | inheriting $25 million.
       | 
       | So instead of knuckling down and working hard to contribute their
       | fair share, they are incentivized to just loaf. No telling the
       | costs to society from these freeloaders.
        
         | philomath_mn wrote:
         | - Trust fund babies are far more rare than people making ~$50k
         | 
         | - Trust fund babies will not qualify for much government
         | assistance
         | 
         | It is a net good for the economy and the individual if a person
         | who is capable of making ~$50k does so within the workforce,
         | rather than avoid improving their own life in order to qualify
         | for assistance.
         | 
         | This is not a moralization of the use of government assistance,
         | it is a criticism of the incentive structures within those
         | assistance programs.
        
           | rhelz wrote:
           | > It is a net good for the economy [for individuals to
           | improve their lives]
           | 
           | I agree. If you've just inherited $25 million, it would
           | _still_ be better for you and for society for you to get a
           | job--even a job paying $50k a year if that is all you could
           | get.
           | 
           | But...are you going to be _incentivized_ to do so?
           | 
           | If you care about somebody not wanting to make $50k because
           | they'd lose a $10k subsidy, how much MORE should you care
           | about a $25 million subsidy disincentivizing somebody to
           | improve themselves and contribute to society as a productive
           | citizen.
           | 
           | > Trust fund babies are far more rare than people making
           | ~$50k
           | 
           | That just means that imposing enough inheritance tax to
           | incentivize them to work wouldn't effect enough people to
           | have a negative effect on the economy. And lets not forget,
           | the person being taxed is dead. They will feel absolutely no
           | ill effects from the tax. Its all upside.
           | 
           | Not Trolling here. I advocate a 100% inheritance tax, the
           | proceeds of which should be dedicated to education,
           | nutrition, and housing for the next generation, to achieve
           | the following goal: Equal ability should be given equal
           | opportunity to succeed.
           | 
           | And just giving free money to one kid and nothing to another
           | is the _absolute diametrical opposite_ of that.
        
       | 2devnull wrote:
       | The problem is labels, and beyond that political parties.
       | Politicians like labels because the parties depend on labels for
       | branding. They want to use rhetoric to group people, like "poor"
       | or "rich" and the second you do that you create the
       | discontinuity.
       | 
       | Avoiding benefit cliffs requires more than understanding the
       | issue of discontinuities, it requires the reduction of identity
       | politics which neither party is on board with. Parties themselves
       | are labels. They cater to the human desire to simplify and form
       | tribes around those labels.
        
       | whimsicalism wrote:
       | > However, a tax system that encourages people to lose money,
       | perhaps by funneling it to (on average) much wealthier options
       | traders by buying put options, seems sub-optimal.
       | 
       | In expectation, they're likely not really funneling that much
       | money to options traders. Indeed - if the option pays out, they
       | likely will not have to worry about medicare/healthcare for quite
       | some time.
        
       | inopinatus wrote:
       | I remember my deep disquiet at a tax return where my reportable
       | income was exactly 2^n-1 for some integer n, naturally provoking
       | obsessive checking and audit on my part.
        
       | BWStearns wrote:
       | It's interesting how the marathon discrepancies mostly disappear
       | at left and right of the curve (looking at 2:30 and 6:30).
       | Presumably top runners are putting out 100% of sustainable effort
       | the whole time so there's no reserve energy and the slowest are
       | similarly doing all they can just to get the race done. The folks
       | in the middle are the ones who are putting in something less than
       | 100%.
        
       | mrguyorama wrote:
       | For those of you that are fans of Jon Bois, he once noted in a
       | video that the statistics for ball placement by an NFL ref is
       | notably skewed towards 5 yard lines.
       | 
       | Because, he thought, refs are human.
        
       | bparsons wrote:
       | This is one of the many reasons that means tested, rather than
       | universal programs end up producing perverse outcomes. People in
       | countries with universal healthcare, daycare and education do not
       | have to limit their participation or productivity in the real
       | economy in order to access essential services.
        
       | qazwsxedchac wrote:
       | Marginal rate discontinuities in the UK income tax system [0] are
       | driving highly undesirable (from the taxman's point of view)
       | behaviour. The increase in marginal tax rate from PS100K p.a.
       | upwards has already led to:
       | 
       | - doctors going part-time to keep their income below PS100K, in
       | the middle of a shortage of doctors across the health system
       | 
       | - employees turning down promotions because with the combined
       | effects of income tax, student loan repayments and loss of
       | childcare subsidy the effective marginal rate of income tax
       | between PS100K and PS117K is > 100% (!)
       | 
       | - single high earners (core voters of the present government)
       | effectively subsidising families of middling earners (the
       | opposition's core voters) because the discontinuities apply to
       | single person's income, not combined household income
       | 
       | The behaviour changes are simple first order effects. The second
       | order effects on public service workforce availability and
       | overall tax take were also highly predictable.
       | 
       | [0]
       | https://www.telegraph.co.uk/multimedia/archive/03270/tax_327...
        
         | heavenlyblue wrote:
         | But these tax rates are all under the current government, why
         | would single high earners vote for it?
        
       | nickpsecurity wrote:
       | "Some other discontinuities are the TANF income limit, the
       | Medicaid income limit, the CHIP income limit for free coverage,
       | and the CHIP income limit for reduced-cost coverage."
       | 
       | I know more than one person who intentionally keep low, part-time
       | hours for this. One had a good, work ethic when on the job. Just
       | didn't want to lose those benefits.
       | 
       | Policy makers should definitely weight this into any decisions
       | about reforms.
        
       | vhcr wrote:
       | We have some discontinuities in our tax code in Argentina, if you
       | are an independent worker, and earn up to 11,916,410 pesos
       | ($11,682) per year, you pay 793,332 pesos ($777) in taxes, around
       | 6.6%, but if you earn one more peso, you enter the general
       | regime, and start paying >50% in taxes.
        
       | vavooom wrote:
       | This article is so straightforward and well articulated to hammer
       | in the main concept: statistics are funky!!
        
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