lunedì 12 novembre 2018
L'INVASIONE DEI ROBOT
sabato 23 dicembre 2017
La ricerca accademica
È incredibile quanto spesso la ricerca trascuri le questioni importanti per dedicarsi a quelle meno importanti. Robert Trivers
Perché fai ricerca? Perché la ricerca migliora la nostra comprensione del mondo.
I benefici della ricerca probabilmente sono sopravvalutati. Macilwaine
L'accademia è è zeppa di persone che esibiscono le loro capacità per impressionare gli altri. Il loro scopo è quello di acquisire prestigio accademico. Di ottenere e mantenere relazioni con prestigiose istituzioni.
Gli scienziati competono per tenere conferenze, non per ascoltarle. Miller 2000
E la domanda di ricerca accademica? Anche qui la preferenza per il prestigio domina.
Gli studenti sono disposti a pagare di più per frequentare quelle scuole dove i professori sono famosi per le loro ricerche. Si tratta di ricerche che quegli stessi studenti raramente hanno letto. Inoltre la cosa ha ben poco a che vedere con l'abilità nell'insegnamento.
La ricerca accademica si concentra su pochi soggetti che hanno una grande rilevanza mediatica.
L'affidabilità delle ricerche decresce quanto più cresce la popolarità della materia in cui sono tenute. Pfeiffer 2009
Le citazioni diminuiscono se il soggetto della ricerca non è alla moda.
Perché gli sponsor della ricerca non istituiscono dei premi anziché dei finanziamenti?
Il premio comporta che devi consegnare dei soldi al vincitore indipendentemente dalla sua identità. In questo modo non c'è l'opportunità per lo sponsor e il ricercatore di sviluppare una relazione reciproca. Con il mecenatismo al contrario il Mecenate può guadagnarsi prestigio associandosi in modo stabile con lo scienziato.
I referenti delle riviste scientifiche sono i veri guardiani del prestigio accademico.
In genere riconoscono i favoriscono gli articoli di chi è già prestigioso.
Il 90% degli articoli scientifici pubblicati su riviste prestigiose vengono rifiutati se presentati sotto falso nome ad altre riviste prestigiose.
I referenti fanno grande attenzione ai dettagli e alla pulizia degli articoli a cui danno l'okay, la sostanza viene molto dopo. Favoriscono gli articoli in cui si adottano metodi particolarmente complicati. L'economista è praticamente impossibilitato a pubblicare se il suo articolo non contiene dei passaggi matematici.
Un rimedio? Mantenere cieca la conclusione dell'articolo.
lunedì 6 febbraio 2017
Sapere è potere
… The story of the longest-surviving intellectual error in western economic thought started in 1605 when a corrupt English lawyer and politician, Sir Francis Bacon, published his Advancement of Learning. Bacon, who was a man with a preternatural interest in wealth and power, wanted to know how Spain had become the richest and most powerful nation of his day. He concluded that Spain had done so by the exploitation of its American colonies. And how had Spain discovered those colonies? By scientific research: “the West Indies had never been discovered if the use of the mariner’s needle had not been first discovered.”…
… Scientific research, Bacon explained, was “the true ornament of mankind” because “the benefits inventors confer extend to the whole human race.”…
… the whole human race might benefit from inventions but the whole human race does not reimburse inventors, so invention will not be rewarded by the market….
… The contemporary story starts with a 1957 paper by Robert Solow, which was an empirical study that confirmed that most economic growth in the modern world can indeed be attributed to technical change (as opposed, say, to capital deepening.)…
… Nelson and Arrow published in 1959 and 1962 respectively, in which they explained that science is a public good because copying is easier and cheaper than original research:…
… The problem with the papers of Nelson and Arrow, however, was that they were theoretical… in the real world there did seem to be some privately funded research…
… In a 1990 paper Paul Romer…created a mathematical model by which some original research would be rewarded by the market. Nonetheless, he still assumed that too little industrial science would be thus rewarded:…
… Dasgupta and David in their 1994 paper reviewed the historical development of our universities, research societies and research conventions, and they acknowledged that such social constructs did indeed foster pure science, but because advances in basic science were too unpredictable for their discoverers to profit from them in the market, such science: “is in constant need of shoring up through public patronage.”…
… The fundamental problem that bedevils the study of the economics of science is that every contemporary actor in the story is parti pris: every contemporary actor who enters the field starts by pre-assuming that governments should fund science. Such actors are either industrialists looking for corporate welfare, or scholars looking to protect their universities’ income, or scientists (who, frankly, will look for money from any and every source— they are shameless)…
… “A great part of the machines made use of in manufactures… were originally the inventions of common workmen.”… The second source of new industrial technology were the factories that made the machines that other factories used: “Many improvements have been made by the ingenuity of the makers of the machines.”…
… “some improvements in machinery have been made by those called philosophers [aka academics.]”…
… flow of knowledge from academia into industry was dwarfed by the size of the opposite flow…governments need not fund science…
… Yet the contemporary empirical evidence supports his contention that governments need not support scientific research. Consider, for example, the lack of historical evidence that government investment in research contributes to economic growth…
… The world’s leading nation during the 19th century was the UK, which pioneered the Industrial Revolution. In that era the UK produced scientific as well as technological giants, ranging from Faraday to Kelvin to Darwin— yet it was an era of laissez faire, during which the British government’s systematic support for science was trivial….
… The world’s leading nation during the 20th century was the United States, and it too was laissez faire, particularly in science… America, therefore, produced its industrial leadership, as well as its Edisons, Wrights, Bells, and Teslas, under research laissez faire….
… Meanwhile the governments in France and Germany poured money into R& D, and though they produced good science, during the 19th century their economies failed even to converge on the UK’s, let alone overtake it as did the US’s…
… For the 19th and first half of the 20th centuries, the empirical evidence is clear: the industrial nations whose governments invested least in science did best economically— and they didn’t do so badly in science either….
… The contemporary economic evidence, moreover, confirms that the government funding of R& D has no economic benefit. Thus in 2003 the OECD (Organisation of Economic Cooperation and Development— the industrialized nations’ economic research agency) published its Sources of Economic Growth in OECD Countries, which reviewed all the major measurable factors that might explain the different rates of growth of the 21 leading world economies between 1971 and 1998….
… whereas privately funded R& D stimulated economic growth, publicly funded R& D had no impact…
… They speculated that publicly funded R& D might crowd out privately funded R& D which, if true, suggests that publicly funded R& D might actually damage economic growth… the direct effect of public research is weakly negative…
… The OECD, Walter Park, and I have therefore— like Adam Smith— tested empirically the model of science as a public or merit good, and we have found it to be wrong: the public funding of research has no beneficial effects on the economy….
… When Edwin Mansfield of the University of Pennsylvania examined 48 products that, during the 1970s, had been copied by companies in the chemicals, drugs, electronics, and machinery industries in New England, he found that the costs of copying were on average 65 per cent of the costs of original invention…
… And the time taken to copy was, on average, 70 per cent of the time taken by the original invention…
… As scholars such as Michael Polanyi (see his classic 1958 book Personal Knowledge) and Harry Collins of the University of Cardiff (see his well-titled 2010 book Tacit and Explicit Knowledge) have shown, copying new science and technology is not a simple matter of following a blueprint: it requires the copier actually to reproduce the steps taken by the originator…
… when Harry Collins studied the spread of a technology called the TEA laser, he discovered that the only scientists who succeeded in copying it were those who had visited laboratories where TEA lasers were already up and running… But if it costs specialists 65 per cent of the original costs to copy an innovation, think how much more it would cost non-specialists to copy it…
… In a 1990 paper with the telling title of “Why Do Firms Do Basic Research With Their Own Money?” Nathan Rosenberg of Stanford University showed that the down payment that a potential copier has to make before he or she can even begin to copy an innovation is their own prior contribution to the field: only when your own research is credible can you understand the field. And what do credible researchers do? They publish papers and patents that others can read, and they produce goods that others can strip down…
… So the true costs of copying in a free market are 100 per cent— the 65 per cent costs of direct copying and the initial 35 per cent down payment you have to make to sustain the research capacities and output of the potential copiers…
… That is why, as scholars from the University of Sussex have shown, some 7 per cent of all industrial R& D worldwide is spent on pure science. This is also why big companies achieve the publication rates of medium-sized universities…
… Edwin Mansfield and Zvi Griliches of Harvard have shown by comprehensive surveys that the more that companies invest in pure science, the greater are their profits…
… Industrial scientists have long known that sharing knowledge is useful (why do you think competitor companies cluster?) though anti-trust law can force them to be discreet. So in 1985, reporting on a survey of 100 American companies, Edwin Mansfield found that “[ i] nformation concerning the detailed nature and operation of a new product or process generally leaks out within a year.”…
… in a survey of eleven American steel companies, Eric von Hippel of MIT’s Sloan School of Management found that ten of them regularly swapped proprietary information with rivals. In an international survey of 102 firms, Thomas Allen (also of Sloan) found that no fewer than 23 per cent of their important innovations came from swapping information with rivals…
… In two papers published in 1991 and 1998, Mansfield showed that the overwhelming source of new technologies was companies’ own R& D, and that academic research accounted for only 5 per cent of companies’ new sales and only 2 per cent of the savings that could be attributed to new processes… the distinction between pure and applied science is now largely defunct,…
… The economists say that unless an innovator can claim, in perpetuity, 100 per cent of the commercial return on her innovation, she will underinvest…
… In reality, entrepreneurs make their investments in the light of the competition, and their goal is a current edge over their rivals, not some abstract dream of immortal monopoly in fictitious “perfect” markets…
… The strongest argument for the government funding of science today is anecdotal: would we have the internet, say, or the Higgs Boson, but for government funding? Yet anecdotage ignores crowding out…
… We wouldn’t have had the generation of electricity but for the private funding of Michael Faraday, and if government funding crowds out the private philanthropic funding of science (and it does, because the funding of pure science is determined primarily by GDP per capita, regardless of government largesse)…
… it was the Cold War and the upcoming space race (Sputnik was launched in 1958) that— incredibly— persuaded economists that the USSR’s publicly funded industrial base would overtake the United States’ unless the United States foreswore its attachment to free markets in research….Sputnik was based on the research of Robert ‘Moonie’ Goddard of Clark College, Massachusetts, which was supported by the Guggenheims—
… Cui bono? Who benefits from this fictitious economics of science? It’s the economists, universities, and defence contractors who benefit, at the taxpayers’ expense… Unfortunately too many people have an interest in so representing science…
… Victoria Harden makes a strong defence for the public funding of health research…
… the improvements in health we have seen in the industrialized world have been occurring for nearly 200 years now, and when a person charts those improvements against the initiation of significant government funding of health research (which in the UK, for example, was launched in 1913 with the creation of the Medical Research Council) one simply does not see any deflection in the long-term trends in morbidity and mortality…
… So much health research continues to be supported by independent foundations (Wellcome Trust, Bill and Melinda Gates etc) to say nothing of that funded by private companies (the drug companies have huge budgets for R& D)…
… After all, it is interesting how little benefit the former Soviet bloc’s generously funded research programs yielded in terms of health care…
… Patrick Michaels makes the point that government funding has introduced perverse incentives and has damaged the intellectual autonomy of the universities…
… for example, one of the godfathers of the federal support of research was Henry Wallace (one of FDR’s Vice Presidents and, unexpectedly, Marxist in his sympathies) and he complained that the greatest opposition to his plans came from the scientists themselves, who wanted to protect their autonomy…
… David Guston makes a different set of points: he says in effect that, okay, perhaps in narrow economic terms science may not be a public good, but there are nonetheless good national reasons other than defence why a democratic government might legitimately want or need to fund science, particularly in support of particular, perhaps infrastructural, missions. In this he was adumbrated by Victoria Harden who made the point that drug companies’ published clinical trials cannot always be trusted… I do agree that we can’t leave research solely to the for-profit sector and so, if for whatever reason the philanthropic sector fails to provide, then government would have to intervene, but the problem is that there is good evidence for the government funding of philanthropic research crowding out private philanthropic research, so public research even if philanthropically orientated should not be entered into lightly….