[HN Gopher] Undisclosed tinkering in Excel behind economics paper
       ___________________________________________________________________
        
       Undisclosed tinkering in Excel behind economics paper
        
       Author : _Microft
       Score  : 175 points
       Date   : 2024-02-11 05:21 UTC (17 hours ago)
        
 (HTM) web link (retractionwatch.com)
 (TXT) w3m dump (retractionwatch.com)
        
       | grey-area wrote:
       | The title is a bit odd. The article details a sloppy use of
       | substitute data from adjacent rows or even columns to fill gaps
       | in data, excel has little to do with it. The worst example is
       | using United Kingdom data to fill gaps in USA data because they
       | were adjacent in the list.
        
         | smt88 wrote:
         | Excel has everything to do with it. From the article:
         | 
         | > _In email correspondence seen by Retraction Watch and a
         | follow-up Zoom call, Heshmati told the student he had used
         | Excel's autofill function to mend the data._
         | 
         | The most charitable interpretation is that the professor has no
         | idea what autofill is or isn't capable of doing, so he misused
         | it.
        
           | grey-area wrote:
           | That's not even the worst case though, worse by far than
           | interpolating (whatever method is used) is simply taking data
           | from countries with a similar name to fill gaps.
        
             | InSteady wrote:
             | "What was your rational for using data from the Netherlands
             | to fill in the missing values in New Zealand?"
             | 
             | "Um, both countries start with the letter N"
        
               | jakeinspace wrote:
               | Should've used Denmark rather than Netherlands, as it's
               | the Old Zealand.
        
           | kgwgk wrote:
           | Do _you_ have an idea of what autofill is and what is or
           | isn't capable of doing?
           | 
           | When he dragged down a selection he _saw_ the values being
           | copied or a trend being extrapolated.
        
             | LeifCarrotson wrote:
             | Flash Fill and Series Fill are great at recognizing simple
             | patterns like 1,2,3,4,5 or 2,4,6,8,10 and can sometimes
             | (unreliably!) recognize more complicated multiplications,
             | repetitions or formulaic string modifications (like house
             | numbers and street names). I use both frequently.
             | 
             | But neither these tools nor an LLM has real understanding,
             | they're not going out into the real world and collecting
             | data. The results need to be verified. Automatically
             | filling an index column with 1,2,3... is one thing,
             | automatically filling a data column with guesses from
             | pattern matching is different. This problem is only going
             | to get worse as LLMs proliferate and can more reliably but
             | still imperfectly and still opaquely fill in more
             | complicated data.
        
             | smt88 wrote:
             | I don't use autofill precisely because I have no insight
             | into the algorithm behind it. I suspect it's very "stupid,"
             | but I don't know exactly how stupid it is.
             | 
             | It sounds like he didn't realize or notice that autofill
             | was using adjacent cells (from other countries, in this
             | instance). That behavior would shock me as well. I thought
             | autofill only took columns of data into account.
        
           | secondcoming wrote:
           | Right, but the mistake wasn't an issue with Excel, it was
           | with the professor misusing it.
        
             | kurthr wrote:
             | Might as well blame ChatGPT for writing your term paper.
             | 
             | If they'd been using R/Matlab/Python written by a copilot
             | it would have been just as much gibberish.
        
             | smt88 wrote:
             | Yes, I understand that and agree.
             | 
             | The headline isn't blaming Excel. "Undisclosed tinkering in
             | Excel" is not far from the accurate headline: "Misuse of
             | commonly-used Excel tool..."
             | 
             | The interesting thing is that a supposedly sophisticated
             | person was using an unsophisticated tool and then relying
             | on the data it produced. Failing to mention "Excel" in this
             | case is doing a disservice to the thrust of the problem.
        
         | scotty79 wrote:
         | Also Netherlands to New Zealand. Hilarious.
        
           | bouncing wrote:
           | And United States <~> United Kingdom.
           | 
           | To compare OECD countries.
           | 
           | What's the point of even doing the research?
        
             | geysersam wrote:
             | To write papers
        
             | fransje26 wrote:
             | Personally, I prefer using data from Uruguay to cover the
             | holes in the United States data.
        
         | riedel wrote:
         | Such things are encouraged by the excel UI because it fails to
         | make relationships and manual corrections easily visible. The
         | human computer interface matters beyond UX.
        
           | martynr wrote:
           | Surely this can't be justified as a ux driven "oversight" - I
           | am not an economics professor but I would be feeling totally
           | sketchy if I manipulated a data source in such an apparently
           | arbitrary manner.
           | 
           | In combination with the (reportedly)blatant lack of any
           | reference to the methodology in his paper this feels like
           | wilful gross misconduct in professor-land.
           | 
           | IMO this sort of thing rightly undermines confidence and
           | credibility of research in a much broader context and should
           | be a sackable matter if shown to be true as asserted.
        
           | csydas wrote:
           | I get what you're saying, but I would disagree that the focus
           | should be on Excel and its UI/UX. As annoying as Excel is
           | when you're working with _specific_ data that suffers from
           | Excel's attempts to be helpful, I'd wager for most use cases
           | Excel is doing exactly what most users expect it to, or the
           | change is benign at best for most use cases.
           | 
           | That isn't to diminish when Excel's help has disastrous
           | consequences, but rather to say it shouldn't be unexpected.
           | If your data requires precision, there are better tools than
           | Excel for working with your data and there should be steps
           | taken by more experienced members of the team to ensure the
           | team doesn't get bit by Excel's features. Excel's behaviors
           | are well known and I'd have to imagine at least one member of
           | any research team has been bitten by Excel's assistance
           | features before during research. I would be surprised if any
           | serious educational institution that teaches about ethics and
           | common pitfalls in research *didn't* caution about how Excel
           | might corrupt research [0].
           | 
           | 0 - Okay, maybe not _that_ surprised, but I would be
           | disappointed and think less of the institution/instructor.
        
         | croes wrote:
         | Excel makes such things convenient
        
       | bjornsing wrote:
       | A related anecdote: Jonkoping University is not allowed to call
       | itself a university in Swedish ("universitet"), since that word
       | is, by law, reserved for institutions that meet certain
       | requirements. To get around this it uses the English name
       | "Jonkoping University" in Swedish as well. But formally it's a so
       | called "hogskola", more often translated as "college".
        
         | wodenokoto wrote:
         | Wouldn't that also make the professor _not_ a professor?
        
           | kgwgk wrote:
           | Are community college professors not professors?
           | 
           | (Edit: I wrote "community college" because I though that was
           | what the grand-parent had said - but it was just "college".)
        
             | bowsamic wrote:
             | It depends on the country, but here in Germany no
        
               | kgwgk wrote:
               | Is it so?
               | 
               | https://www.academics.de/ratgeber/haw-professur
               | 
               | https://www.academics.com/guide/haw-professorship
               | 
               | https://haw-professur.de/en/
               | 
               | https://www.thm.de/site/en/university/profile/job-and-
               | career...
        
               | red_trumpet wrote:
               | I'm not exactly sure what a community college is, but in
               | view of the discussion about "Fachhochschulen" above, I
               | want to note that Fachhochschulen do indeed have
               | professors.
        
               | Zetobal wrote:
               | Volkshochschulen...
        
               | kgwgk wrote:
               | https://en.wikipedia.org/wiki/Community_colleges_in_the_U
               | nit...
               | 
               | In the United States, community colleges are primarily
               | two-year public institutions of tertiary education.
               | Community colleges offer undergraduate education in the
               | form of an associate degree. [In addition community
               | colleges also offer remedial education, GEDs, high school
               | diplomas, technical diplomas and academic certificates,
               | and in rare cases, a limited number of 4-year bachelor's
               | degrees.]
               | 
               | https://en.wikipedia.org/wiki/Associate_degree
               | 
               | An associate degree or associate's degree is an
               | undergraduate degree awarded after a course of post-
               | secondary study lasting two to three years. It is a level
               | of academic qualification above a high school diploma and
               | below a bachelor's degree.
        
               | Nine99 wrote:
               | No.
        
               | Tomte wrote:
               | Do you maybe confuse community colleges with
               | ,,Volkshochschulen"?
               | 
               | The latter offer recreational courses, like painting or
               | language learning or Indian cooking, usually one hour per
               | week for a quarter year or so. The courses are held by
               | laypeople.
        
             | bcraven wrote:
             | It depends on the country:
             | 
             | "In most [UK] universities, professorships are reserved for
             | only the most senior academic staff, and other academics
             | are generally known as 'lecturers', 'senior lecturers' and
             | 'readers'."
             | 
             | https://en.wikipedia.org/wiki/Academic_ranks_in_the_United_
             | K...
        
               | kgwgk wrote:
               | Yes, the term professor is used more or less generously
               | in different countries.
        
         | jeltz wrote:
         | I wonder if that would really stand up in court. Here in Sweden
         | our judges are not very impressed by clever technicalities.
        
         | 7734128 wrote:
         | Chalmers on the other hand is technically a universitet, but
         | maintains the hogskola title in Swedish.
        
           | peterpost2 wrote:
           | Same for Kungliga Tekniska hogskolan (KTH)
        
         | em500 wrote:
         | Similar as the Netherlands: there 37 "hogescholen" marketing
         | themselves as "University of Applied Sciences" in English that
         | are not allowed to claim to be "universiteiten" in Dutch (a
         | name is reserved for 14 more academically advanced
         | institutions).
        
           | ulfw wrote:
           | Same in Germany where Fachhoschulen (hogescholen) marketing
           | themselves successfully to internationals as "University of
           | Applied Sciences"
        
             | distances wrote:
             | Same in Finland. "University of applies sciences" is not a
             | real university but rather a lower level institution
             | (ammattikorkeakoulu/yrkeshogskola/Fachhochschule). The
             | difference is clear for locals but I bet many international
             | students have been tricked by the English branding.
        
           | tgv wrote:
           | Yep. Pretty misleading. They can use it because the law
           | doesn't mention that word, and their management likes to
           | pretend they are running a university, and because they were
           | so focused on attracting foreign students.
        
             | jorams wrote:
             | > They can use it because the law doesn't mention that word
             | 
             | This is not true. The law defines which schools are allowed
             | to call themselves "hogeschool", and also that the English
             | translation of that word is "university of applied
             | sciences" or, if limited to a specific job profile,
             | "university of <said profile>".
             | 
             | See
             | https://zoek.officielebekendmakingen.nl/stb-2017-97.html
             | 
             | > Het voeren van de naam hogeschool is voorbehouden aan de
             | instellingen voor hoger onderwijs die zijn opgenomen in de
             | bijlage van deze wet onder g, en aan rechtspersonen voor
             | hoger onderwijs. Onder het voeren van de naam hogeschool
             | wordt tevens het voeren van deze naam in samenstellingen
             | verstaan, alsmede het voeren van de naam hogeschool in
             | vertalingen. In afwijking van artikel 1.22, eerste lid,
             | wordt de naam hogeschool in het Engels aangeduid met
             | <<university of applied sciences>> dan wel, bij hogescholen
             | die opleiden tot een bepaald beroepsprofiel, <<university>>
             | met daarachter het vakgebied.
        
           | TomK32 wrote:
           | Germany's and Austrias Universities of Applied Science use
           | the same trick, Fachhochschulen is their German name.
        
             | Tomte wrote:
             | Not anymore. They have all(?) rebranded to ,,Universitat"
             | in German.
             | 
             | But that's intentional. Former FHs are practically
             | identical in law to universities. They all have the right
             | to promotion, their masters and bachelors are legally
             | identical to universities' masters and bachelors.
        
               | almostnormal wrote:
               | The former "Diplom" and "Diplom (FH)" were not identical.
               | When those still existed the distinction of "Universitat"
               | and "Fachhochschule" was meaningful. The rebranding is a
               | consequence of the old kind of degrees having been
               | replaced by new ones, not just a marketing trick.
        
               | Tomte wrote:
               | Yes, you're right, the causal link is this.
        
               | KeplerBoy wrote:
               | Not in Austria.
               | 
               | There's a very clear distinction between FHs and
               | Universities. Not necessarily in reputation or level of
               | education, but they are separated entities. And you
               | cannot get a PhD from an FH.
        
               | mixed_bag wrote:
               | I initially wanted to say that this is entirely wrong,
               | but when I went to do a quick check, I found this:
               | https://www.che.de/2023/haelfte-der-bundeslaender-hat-
               | promot... So my knowledge was not entirely up to date.
               | 
               | In short, bachelors and masters are indeed legally
               | identical to the ones acquired at universities, but most
               | do not have the right to promotion. This mostly depends
               | on the state they're in. And they are not allowed to call
               | themselves "Universitat" (though some have rebranded to
               | "Hochschule").
               | 
               | All FHs that I know do have an option for getting a Phd
               | through them, but they themselves can't grant them.
               | Instead, an FH can cooperate with an Universitat through
               | a sort of loophole. The Phd students spend their time at
               | the FH, but they have two supervisors and get their Phd
               | from the "Universitat".
               | 
               | But it seems like it is only a matter of time until
               | difference, too, is no more.
        
               | RandomLensman wrote:
               | Not true that FH degrees are identical in all respects:
               | for the civil service there is still a difference in pay.
               | 
               | The RWTH in Germany still uses Hochschule, but does add
               | University now to their name.
        
               | Tomte wrote:
               | The RWTH has never been a FH, though. It's ,,Technische
               | Hochschule" for the same reason why the University of
               | Stuttgart was a ,,Technische Hochschule" for a long time:
               | traditionalists insist that a university must have
               | medicine, law and religion.
        
               | RandomLensman wrote:
               | Yes, never FH, but also not university.
        
               | mixed_bag wrote:
               | No, the RWTH is indeed a university. Many (old) THs were
               | granted the status of "Universitat" in the 70s and 80s,
               | see
               | https://de.wikipedia.org/wiki/Technische_Universit%C3%A4t
               | 
               | And if you don't trust Wikipedia, the RWTH refers to
               | itself as an "Universitat", see here for example:
               | https://www.rwth-aachen.de/cms/root/Die-
               | RWTH/Aktuell/Hochsch... Doing so would be illegal if they
               | weren't one, so I don't see where the claim that they're
               | not comes from.
        
               | RandomLensman wrote:
               | Yes, it is (and was for a while now) a university but it
               | didn't refer to itself as university until quite
               | recently.
        
               | mixed_bag wrote:
               | Do you have a source for that claim? This is the first
               | time I'm hearing of a difference in pay for FH and
               | Universitat degrees there (regarding bachelor and master,
               | old diploma system doesn't count).
        
               | RandomLensman wrote:
               | Have a look here with the references to
               | "wissenschaftliche Hochschule" and some differences
               | between between degrees/needs: https://www.bva.bund.de/Sh
               | aredDocs/Downloads/DE/Behoerden/Be...
               | 
               | (Slide 9, for example).
               | 
               | Edit: you are right that the difference might not always
               | apply, but they are not always identical by default as
               | far as I understand it.
        
               | germanier wrote:
               | I can't think of a single example of a former FH having
               | rebranded to "Universitat". The closest I can think of is
               | the incorporation of FH Lausitz into BTU Cottbus. In any
               | case, there are still >200 FHs in Germany which are not
               | using the "Universitat" label and without right to award
               | doctorates. I'm really not sure what you are talking
               | about.
        
               | rcbdev wrote:
               | You seem to be really misinformed about the legal
               | definitions of these tertiary education institutes in
               | Austria.
               | 
               | Universities of applied sciences are governed under the
               | "Fachhochschulgesetz"[1] (Universities of Applied
               | Sciences Law) while universities are governed under the
               | "Universitatsgesetz"[2] (Universities Law). This carries
               | loads of differences with it, i.e. when it comes to
               | academic freedom and right to promotion. Professors at
               | universities of applied sciences are much more limited in
               | their academic freedom and these institutions do not
               | possess the right to promotion at all.
               | 
               | Not sure where you got your information as it's wildly
               | untrue in some respects.
               | 
               | [1] https://ris.bka.gv.at/GeltendeFassung.wxe?Abfrage=Bun
               | desnorm...
               | 
               | [2] https://ris.bka.gv.at/GeltendeFassung.wxe?Abfrage=Bun
               | desnorm...
        
               | Tomte wrote:
               | I haven't said a word about Austria.
        
               | rcbdev wrote:
               | You responded to a comment talking about "Germany's and
               | Austria's Universities of Applied Science" - which
               | countries did you mean if not Germany and Austria?
        
               | Tomte wrote:
               | Germany, obviously.
               | 
               | Enough harassment for tonight?
        
               | jooi29 wrote:
               | Many have rebranded themselves as "Hochschule" Not
               | "Universitat"
        
           | fl7305 wrote:
           | > reserved for 14 more academically advanced institutions
           | 
           | So "Technische Universiteit Delft" is not an advanced
           | institution?
           | 
           | In either case, in Sweden "hogskola" covers everything from
           | small rinky-dink schools up to KTH (Kungliga Tekniska
           | Hogskola) in Stockholm and CTH (Chalmers Tekniska Hogskola)
           | which are among the top engineering schools in Sweden.
           | 
           | Both award doctoral degrees. I have not heard many people in
           | Sweden argue that KTH/CTH are not as advanced as the top
           | universities. The difference is just that the technical
           | schools do not have departments for the humanities.
        
             | em500 wrote:
             | > So "Technische Universiteit Delft" is not an advanced
             | institution?
             | 
             | It is, and it is also one of the 14 Dutch institutions that
             | are allowed to use the Dutch "universiteit" name. But the
             | English term "university" seems to be unprotected in the
             | Netherlands.
        
               | Tijdreiziger wrote:
               | Dutch speakers often fall into the trap of equating the
               | terms 'university' and 'universiteit'. Since the English
               | language does not differentiate between the terms
               | 'hogeschool' and 'universiteit', it is appropriate for
               | both to translate into 'university'.
               | 
               | (And then, of course, there's also the term
               | 'volksuniversiteit'...)
        
             | alexanderchr wrote:
             | But KTH and Chalmers are officially universities despite
             | their names. Jonkoping was not until recently.
        
           | jannw wrote:
           | The distinction becoming vague is due to the changes
           | regarding the Bologna Process/European Qualification
           | Framework - whereby both Universities and Technical Colleges
           | both award bachelor degrees (EQF6) ... and if it looks like a
           | duck, and quacks like a duck, and awards the same EQF paper
           | at the end, then it's the same! I've taught in a programme
           | that is offered in both Universities and Technical Colleges
           | (Law) ... and the distinction becomes that universities are
           | more theory based, whereas technical colleges are more
           | practical ... and that matriculating into a university
           | offered masters programme in NL from a technical college
           | awarded bachelors is made harder (even with the same EQF6
           | paper) ... not that any other university in the EU would care
           | about the distinction!
        
         | lancebeet wrote:
         | This is a really unfortunate but also quite common pattern in
         | Sweden, where there's a veneer of internationality which tricks
         | foreigners instead of helping them. Swedes will generally
         | understand that Jonkoping university isn't formally a
         | university and wouldn't compare it to the more prestigious
         | schools, but for international students it's not at all
         | obvious. They might pay a lot of money and discover too late
         | that the education and/or credentials they get in return don't
         | match at all what they paid for. As usual, the Swedish
         | authorities seem unwilling or impotent to take action on this
         | type of issue.
        
           | geon wrote:
           | It doesn't help that the terms don't translate 1:1.
        
           | marginalia_nu wrote:
           | Sweden was a real pioneer with progressive social change and
           | looking out for the little guy, but as with most of these
           | things, the institutions set up to drive this change
           | ossified, and are today more like a ceremonial roleplay of a
           | process that concluded half a century ago.
           | 
           | These are the checks and balances that are in place, and
           | unfortunately looking up from the faded old daguerreotypes of
           | Adalen 1931 and addressing issues from this century does not
           | seem to be at all a priority.
           | 
           | You can get some action if you manage to dress the problem up
           | as as a J.P. Morgan type industrialist opressing the workers
           | (as happened with the Tesla blockade), but if it doesn't fit
           | that narrative you're generally SOL.
        
         | nsajko wrote:
         | For comparison, would Harvard or Stanford be allowed to call
         | themselves an _universitet_?
        
           | pineaux wrote:
           | No, they would be considered institutions with too low of a
           | standing.
        
           | StackRanker3000 wrote:
           | This may be helpful: https://www.studera.nu/startpage/higher-
           | education/universiti...
           | 
           | > To put it very simply, the difference between universities
           | (universitet) and university colleges (hogskolor) is that
           | universities can award degrees at the doctoral (third cycle)
           | level because they have general permission to do so.
        
             | fl7305 wrote:
             | > the difference between universities (universitet) and
             | university colleges (hogskolor) is that universities can
             | award degrees at the doctoral (third cycle) level because
             | they have general permission to do so.
             | 
             | The text wrongly implies that "hogskolor" cannot award
             | doctoral degrees. This is not true. It's just that they
             | don't have a built-in general permission to do so.
             | 
             | In practice, KTH/CTH etc have a large number of doctoral
             | students and award many doctoral degrees every year.
        
               | occz wrote:
               | Not to discredit any of what you said, but I believe both
               | KTH and CTH are classified as universities, despite what
               | their names imply.
        
               | boxed wrote:
               | This is correct. KTH hasn't changed its name because the
               | name has an extremely long history.
        
           | smarx007 wrote:
           | A simple test of the rules StackRanker3000 linkes to is
           | whether you'd hold a PhD degree from those establishments in
           | high regard independent of the field. If so, that's a
           | _universitet_. If you 'd only highly respect PhD degrees
           | awarded in a few areas, like STEM fields when it comes to
           | CalTech or MIT, that's a _hogskola_ , similar to an institute
           | (possibly polytechnic if it is strong in more than one
           | field).
           | 
           | And as was written above, some establishments, as they grew
           | from institutes to universities, decided to keep the old
           | name, MIT and CalTech included.
        
         | pelorat wrote:
         | To be honest the difference is minimal. I studied CS at
         | Mitthogskolan in Ostersund, but didn't complete all points
         | before graduation (still had a paper to write and hand in for
         | one of the courses). A year after graduation, Mitthogskolan
         | became a real university (Mittuniversitetet). I emailed the
         | professor in charge of the course I had not yet completed,
         | wrote my paper and handed it in, then received a university
         | diploma in computer science, even though i technically never
         | studied at a "real" university.
        
           | occz wrote:
           | Is there even a difference at that level of study, which I
           | infer from your post is undergraduate/master?
        
           | close04 wrote:
           | Usually such a promotion between levels for an institution
           | implies they observed for several years the higher standards
           | needed for the higher level. So you studied according to the
           | higher standard but the classification isn't changed
           | retroactively.
        
           | boxed wrote:
           | The difference for an institution that was just at the edge
           | was minimal yes. But that's a special case.
        
           | raid2000 wrote:
           | Sometimes, procrastination pays off!
        
         | fullspectrumdev wrote:
         | Until recently in Ireland, third level education places were
         | largely divided into "universities" and "institutes of
         | technology" (previously "regional technical colleges").
         | 
         | The institutes of technology have been reorganised lately and
         | are now called "technical universities".
         | 
         | The degree you get is generally much the same from any of them
         | - but for some insane reason graduates of the institutes of
         | technology/technical universities don't get to vote in the
         | national elections for the upper house (senate). Only graduates
         | of the more prestigious ones get that right.
        
           | disgruntledphd2 wrote:
           | The Seanad thing is just absurd, given that the Constitution
           | was changed by referendum in 1979! It's also worth noting
           | that four universities get three seats, while another has
           | three to itself.
           | 
           | The whole bloody upper house is insane in Ireland, but it's
           | convenient for the legislators so it doesn't get reformed.
        
             | BobaFloutist wrote:
             | Still not as bad as the English upper house!
        
             | fullspectrumdev wrote:
             | I remember while studying at an IT they had a debate there
             | about the potential dissolution or reform of the Seanad,
             | with some senators taking part.
             | 
             | It was deeply funny listening to the sitting senators tell
             | us how important the Seanad is, because for all of us - the
             | Seanad was some useless shit we couldn't vote for or
             | influence in any real way.
        
             | penteract wrote:
             | I hadn't heard about any of this and chased some details on
             | Wikipedia; here's some more context for others:
             | 
             | In 1979, there was a referendum in which 92% of the voters
             | were in favor of extending Seanad representation to
             | graduates of other higher education institutions. This
             | changed the constitution in a way that allowed laws to be
             | passed to implement that, but no such laws have yet been
             | passed. There was a ruling by the Supreme Court of Ireland
             | in 2023 requiring a law to actually be passed, but the
             | ruling is currently suspended until 26 May 2025.
             | 
             | https://en.wikipedia.org/wiki/Seventh_Amendment_of_the_Cons
             | t...
        
           | idiotsecant wrote:
           | So if you don't graduate university you have reduced voting
           | rights?!
        
             | jan_Inkepa wrote:
             | For one particular pool of candidates fighting over
             | university allocated senate seats - you still have regular
             | voting rights.
        
         | apt-get wrote:
         | Similar thing in France, however related to degrees: a Master's
         | Degree fits within the common framework of European tertiary
         | studies, AKA your 2-year graduate cycle that ends up totalling
         | 5 years if you include a standard undergrad cycle (Licence).
         | However, a "mastere specialise" (which is an actual trademark)
         | is not an officially recognized diploma at all, but a label
         | used by schools to denote (usually paid and expensive)
         | "specialization paths". They provide no academic credits, and
         | you can't move forward to a PhD with one. Many prestigious
         | schools (grandes ecoles) provide those kind of certifications
         | to clueless foreign students who end up paying huge sums of
         | money for something that holds no formal weight in any academic
         | framework.
        
           | rcbdev wrote:
           | Something very similar in Austria - you can get a free
           | Master's degree (1-2 years) by doing a study programme
           | ("Studiengang") at a university, that will also qualify you
           | for a PhD. Or you can pay for a Master's course programme
           | ("Lehrgang") that costs ~15kEUR, is usually a lot easier and
           | does not qualify you for a PhD.
           | 
           | The difference here is that you are allowed to wear the title
           | of MSc either way and both programmes do confer ECTS points -
           | only the latter does not qualify you for a PhD.
        
         | oohffyvfg wrote:
         | in most countries the term university is reserved for
         | institutions which provide graduate (undergrad optional)
         | degrees in four (three in some places) major fields (sciences,
         | humanities, medicine, etc)
         | 
         | nothing else.
         | 
         | usually just adding a business major to a place with medicine,
         | engineering and law is enough to cross the threshold and jump
         | from college to uni.
        
       | dash2 wrote:
       | "Journal of Cleaner Production" is not "highly ranked" in
       | economics. Economists are pretty hierarchical about their
       | journals and know which are the top 5, which are top field
       | journals etc. That one is a non-entity, I have literally never
       | heard of it.
        
         | nsajko wrote:
         | "Highly ranked" probably refers to a formal metric like the
         | impact factor. See
         | https://en.wikipedia.org/wiki/Journal_ranking
        
           | kratom_sandwich wrote:
           | It appears not to be an economics journal at all, at least it
           | is not featured in RePEc's rankings:
           | https://ideas.repec.org/top/top.journals.simple.html
        
         | boppo1 wrote:
         | What are the top 5?
        
           | Shrezzing wrote:
           | Depends a bit on the branch/focus of economics you're looking
           | at, and which nation/region you want to read about, but a
           | broadly uncontroversial list would be:
           | 
           | The Quarterly Journal of Economics, Oxford University Press
           | (colloquial known as "the QUGE")
           | 
           | Econometrica, Econometric Society
           | 
           | Journal of Economic Literature, American Economic Association
           | 
           | Journal of Economic Growth, Springer
           | 
           | Journal of Financial Economics, Elsevier
           | 
           | Maybe swap in the Journal of Political Economy if you're
           | looking for more political leaning research. Swap in the
           | American Economic Review if you're interested in more
           | American-centric research.
        
             | othello wrote:
             | That's incorrect, the Top 5 in econ are (in no particular
             | order):
             | 
             | - Econometrica
             | 
             | - American Economic Review
             | 
             | - Quarterly Journal of Economics
             | 
             | - Journal of Political Economy
             | 
             | - Review of Economic Studies
        
               | bachmeier wrote:
               | Just to add some context, the term "Top 5" is not
               | subjective, it's a reference to those five journals.
               | Tenure and promotion decisions in top departments based
               | their decisions on publications in those journals.[1]
               | 
               | [1] https://newsroom.iza.org/en/archive/research/the-
               | tyranny-of-...
        
               | huitzitziltzin wrote:
               | This is the correct answer and would get the agreement of
               | probably better than 95% of the profession.
               | 
               | The suggestion above that JEL is a top five is bizarre.
               | The CS equivalent is saying that the book "learn python
               | in 21 days" is a top outlet for CS research.
               | 
               | The authors of this paper should be deeply embarrassed
               | about the way they handled that data, but I'm _slightly_
               | relieved to see that this garbage was published in a
               | tenth-rate journal no one has ever heard of. (Though to
               | be clear there are definitely problems with what gets
               | through in top journals too!)
        
             | dash2 wrote:
             | QJE and Econometrica yes. JEL is excellent but not one of
             | the "top 5": it's literature reviews. JFE is big in finance
             | but not top 5. JEG, not even close - it's a field journal.
        
       | scotty79 wrote:
       | I'm not surprised that results of this study were not surprising.
        
       | bouncing wrote:
       | > If I had other intensions [sic] and did not believe in my
       | imputation approach, I would not share the data with him.
       | 
       | Admittedly this isn't my field. But that sounds a lot like "I
       | only show my work to people who will validate it," does it not?
        
         | timmb wrote:
         | I disagree, I think it means "my actions have demonstrated that
         | I'm not trying to cover anything up"
        
           | munch117 wrote:
           | That's my interpretation as well.
           | 
           | It doesn't put him in a much better light, though. It's like
           | he's so incompetent that he didn't even realise that there
           | was something that needed covering up.
        
             | anjc wrote:
             | There wasn't something that needed covering up. If he'd
             | reported the methodology in the paper there would have been
             | no issues.
             | 
             | It's likely that this was omitted from the paper as an
             | oversight; such imputation likely wouldn't have affected
             | the outcome of peer review.
        
       | thimp wrote:
       | Oh this is nothing. Go look at the social sciences. They get data
       | that compromises their entire profession, tell the university
       | it's inconclusive and wait until the research grant runs out and
       | fail to publish. Then do the same thing again.
       | 
       | I have seen this with my own eyes. A bit of excel drama is
       | usually behind their published papers. Also seen that with my own
       | eyes.
       | 
       | The field has trouble collecting data too because it's expensive
       | and very subjective. The worst one I saw was somehow turning 7
       | data points via imputation and interpolation into a hundred or
       | so. The principal researcher on that I actually had to teach
       | BIDMAS to and her calculations were completely whacked out (excel
       | again)
        
         | screenoridesaga wrote:
         | A lot of people are upset when their grant doesn't get funded
         | and it's easy to suppose there's some sort of sinister motive
         | behind it. In truth it's probably that the science is very
         | difficult and only a tiny fraction of people get anywhere in
         | social sciences.
         | 
         | Try marine biology, they are always looking for decent papers.
        
         | concordDance wrote:
         | What profession have you seen compromised?
        
         | FrustratedMonky wrote:
         | Because there are bad apples, doesn't mean you should throw out
         | the scientific method.
         | 
         | Over 50% of social science studies do replicate.
         | 
         | Sorry that isn't high enough. We should definitely just give up
         | on understanding ourselves.
         | 
         | Or, maybe fix the financial incentives.
         | 
         | Any industry across all fields, if the incentives are miss-
         | matched, will produce crap.
        
           | ace2358 wrote:
           | > Over 50% of social science studies do replicate
           | 
           | There is some tasteful irony here. Could you link to a study
           | on this claim? And ideally a few other studies that support
           | its claim? Thank you.
        
       | lkdfjlkdfjlg wrote:
       | You post on HN, people see it as a UI problem. Everything is
       | tech, everything is tooling.
       | 
       | But if you knew anything the history of science, you'd know that
       | a sloppy scientist with good tools gets you sloppy science, and a
       | diligent scientist with bad tools might still get you as-good-as-
       | possible science.
        
         | LeifCarrotson wrote:
         | People aren't uniform, but they're all human.
         | 
         | Improvements in tooling raise the baseline universally, making
         | the "sloppy" scientists malfeasance obvious and helping the
         | "diligent" scientist avoid inadvertent mistakes.
         | 
         | Moralizing about humans being humans and wishing we were better
         | gets us nowhere, but technology carries us into the future.
        
           | lkdfjlkdfjlg wrote:
           | I'm not moralizing. There's no moral anywhere in what I
           | wrote. Being sloppy isn't a moral judgement.
        
       | moron4hire wrote:
       | This is called "econometrics".
        
       | readthenotes1 wrote:
       | This reminds me of an error in the Excel sheet used by the EU to
       | justify austerity programs back in 2008 the led to trouble in the
       | PIGS countries.
       | 
       | Someone double checked that and found that there was an error in
       | the equation is correction show that austerity programs were
       | mildly worse for recovering from economic disasters.
       | 
       | --
       | 
       | On an editorial note, it seems to me that economics is just
       | highfalutin astrology and this does nothing to convince me
       | otherwise
        
         | codeulike wrote:
         | Reinhart, Rogoff... and Herndon: The student who caught out the
         | profs (2013)
         | 
         | https://www.bbc.co.uk/news/magazine-22223190
        
         | immibis wrote:
         | Many excuses have been used to justify austerity. If this study
         | didn't work, they'd use another. If 99 studies said austerity
         | was bad and 1 study said it was good, I suspect that one would
         | be more likely to get published; in either case it would get
         | used to justify austerity. It seems to me like austerity is the
         | pre-determined conclusion, and then they go looking for
         | reasons.
        
       | raid2000 wrote:
       | I expected to read a paper about some obscure Excel trick to
       | manipulate stats output. Instead, this is just old-fashioned
       | manipulation by hand or "imputation" as the paper describes it.
       | 
       | > In email correspondence seen by Retraction Watch and a follow-
       | up Zoom call, Heshmati told the student he had used Excel's
       | autofill function to mend the data. He had marked anywhere from
       | two to four observations before or after the missing values and
       | dragged the selected cells down or up, depending on the case. The
       | program then filled in the blanks. If the new numbers turned
       | negative, Heshmati replaced them with the last positive value
       | Excel had spit out.
        
         | MostlyStable wrote:
         | The crazy thing about it is that the author doesn't seem to
         | understand why it's bad. He doesn't appear to be hiding it. He
         | just says "yeah that's what I did, whoops, I forgot to say it
         | in the paper". He's either decided that acting like a complete
         | moron is better than being thought of as an an intentional
         | fraud, or else he really does think it was totally above board.
        
           | richbell wrote:
           | I had a similar thought. My interpretation is that he
           | genuinely thinks what he did was ok, because Excel has
           | _computer magic_.
           | 
           | This quote seems unintentionally telling:
           | 
           | > "If we do not use imputation, such data is almost useless,"
           | Heshmati said. He added that the description of the data in
           | the paper as "balanced" referred to "the final data" - that
           | is, the mended dataset.
        
       | FrustratedMonky wrote:
       | ""Is the evidence for austerity based on an Excel spreadsheet
       | error?"
       | 
       | Lets not forget that people/politicians also will ignore errors
       | if they support their point of view. This can lead to policy
       | decisions that impact the global economy.
       | 
       | The US 'Right' believe strongly in biblical/moral individual
       | responsibility, so any study that supports that gets a pass.
       | 
       | This lead to 'austerity' measures after 2008. Because "everyone
       | should just be more responsible in their spending".
       | 
       | ""They actually found, using a different method, that the
       | economic growth would be around 2.2 percent. Reinhart and Rogoff
       | admitted that their spreadsheet was accidentally omitting 5 rows
       | in an Average formula, and claimed that the corrected result
       | would be a positive growth but of just 0.2 percent.""
       | 
       | https://www.powerusersoftwares.com/post/2016/08/11/the-excel....
       | 
       | https://www.theguardian.com/politics/2013/apr/18/uncovered-e...
       | 
       | https://www.washingtonpost.com/news/wonk/wp/2013/04/16/is-th...
        
       | gjvc wrote:
       | see also https://eusprig.org/
        
       | hermitcrab wrote:
       | There is plenty of software that can do imputation for you. Video
       | of how to do it in our Easy Data Transform software at:
       | 
       | https://www.youtube.com/watch?v=WXAGhtqI5xw
       | 
       | Is is jaw-dropping that a professor would use Excel auto-fill.
        
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