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Ripensare la valutazione:
lezioni dall’ economia
Francesco Sylos Labini
Enrico Fermi Center
Institute for Complex Systems, CNR
 Roars.it
• Domanda della Regina
• Previsioni
• Valutazione
• Cambio di paradigma
• Domanda della Regina
• Previsioni
• Valutazione
• Cambio di paradigma
On 5 November (2008), the Queen must have embarrassed the economists at LSE
by asking her Question, which presupposed that all of them had failed to foresee
the biggest Global Financial Crisis since 1929. The Queen’s Question clearly implied
that something had gone seriously wrong with research in economics.
On 5 November (2008), the Queen must have embarrassed the economists at LSE
by asking her Question, which presupposed that all of them had failed to foresee
the biggest Global Financial Crisis since 1929. The Queen’s Question clearly implied
that something had gone seriously wrong with research in economics.
Yet in the results of the Research Assessment Exercise, published the next month,
research in economics was declared to be, by some margin, the best research in any
subject in the UK. Moreover research in economics at LSE was given a grade of 3.55
out of 4.
Who was right in their judgement? The Queen or the RAE committee?
• Domanda della Regina
• Previsioni
• Valutazione
• Cambio di paradigma
“Solo 2 delle 60 recessioni che si sono
verificate tra il 1988 e il 1998 sono state
previste con un anno di anticipo”
(Loungani 2001, International Jour. Of
Forecasting)
Weather forecast
untori
• Domanda della Regina
• Previsioni
• Valutazione
• Cambio di paradigma
On 5 November, the Queen must have embarrassed the economists at LSE by asking
her Question, which presupposed that all of them had failed to foresee the biggest
Global Financial Crisis since 1929. The Queen’s Question clearly implied that
something had gone seriously wrong with research in economics.
Yet in the results of the Research Assessment Exercise, published the next month,
research in economics was declared to be, by some margin, the best research in any
subject in the UK. Moreover research in economics at LSE was given a grade of 3.55
out of 4. Who was right in their judgement?
•Research Assessment Systems began with the Research Assessment Exercise
(or RAE) which was introduced into the UK by Thatcher in 1986 and continued by
Blair.
• At intervals of a few years, RAEs are carried out in all the universities of the UK.
• The first step is to appoint a committee of assessors in each subject. These
assessors are usually academics working in the field in question in the UK. Next
most members of each department in a subject have to select a set of pieces of
their research.
• The department then submits all these pieces of research produced by its
members to the assessment committee. The members of the committee study this
research output, and, on its basis, grade the department on a scale running from
very good downwards.
RAE/REF
Kuhn in his (1962) The Structure of
Scientific Revolutions presents a
view of the natural sciences which
has become very well-known and
quite widely accepted.
•According to Kuhn, mature natural sciences develop
for the most part in a manner which he describes as
‘normal science’. During a period of normal science,
all the scientists working in the field accept the same
framework of assumptions which Kuhn calls a
‘paradigm’.
•However, these periods of normal science are, from
time to time, interrupted by scientific revolutions in
which the dominant paradigm of the field is
overthrown and replaced by a new paradigm.
•The difference between the natural sciences and
the social sciences can be put as follows. In the
natural sciences, outside revolutionary periods, all
the scientists accept the same paradigm.
•In the social sciences, however, social scientists
are divided into competing schools. Each
school has its own paradigm, but these paradigms
are often very different from each other.
•The contrast is between a single paradigm and a
multi-paradigm situation.
•As far as the natural sciences are concerned, we can
illustrate this with the example of theoretical physics. In this
field, all scientists accept a paradigm whose core consists of
relativity theory and quantum mechanics.
•However, they would argue, relativity and quantum
mechanics work very well, and so it is sensible to accept
them for the time being. If we turn now to economics we find
a very different situation
The economics community is divided into different schools.
The members of each of these schools may indeed share a
paradigm, but the paradigm of one school can be very
different from that of another. Moreover the members of one
school are often extremely critical of the views of members
of another school. The school of economics which has the
most adherents at present is neoclassical economics.
These different schools are associated with different political
ideologies: Neo-Classical Economics, the various versions
of Keynesianism, and Marxist Economics. These schools
are arranged on a political spectrum running from the right to
the left.
•Our examination of the community of researchers in economics
has led us to the following picture. This community is divided into
a number of different schools of thought A, B, C, …, each with its
own paradigm.
•Our examination of the community of researchers in economics
has led us to the following picture. This community is divided into
a number of different schools of thought A, B, C, …, each with its
own paradigm.
•The members of each school have a very low opinion of the
research work produced by the other schools.
•Our examination of the community of researchers in economics
has led us to the following picture. This community is divided into
a number of different schools of thought A, B, C, …, each with its
own paradigm.
•The members of each school have a very low opinion of the
research work produced by the other schools.
•Now if a Research Assessment System (or RAS) is applied to
such a community, what result will it give?
•The research work of the members of whichever school has the
largest number of members will receive the highest valuation. So if
school A is in the majority, the members of school A will receive the
highest valuation. If school B is in the majority, then the members of
school B will receive the highest valuation, and so on
.
•The valuation received by the members of a
particular school X will be roughly proportional
to the number of members of that school
• I have argued that the effect of a research assessment system on economics is to drive the
economics community away from pluralism and towards monism.
• I have also argued that a pluralistic economics community is much more likely to produce
good research than a monistic one.
• Putting these two claims together, the conclusion is that a research assessment will
make research in economics worse rather than better. Hence there is a strong case for
abolishing research assessment systems in economics where they exist, and not
introducing any new ones.
Competition
Quality
• Domanda della Regina
• Previsioni
• Valutazione
• Cambio di paradigma
•Forma di controllo sulla scienza da parte di
organismi di governo: opportunità politica del
lavoro dello scienziato
•Distribuzione delle risorse: Finanziamento
delle ricerce più “utili” alla società e di
maggiore qualità
Valutazione, politica e ricerca
Se una ipotetica commissione che avesse dovuto
decidere del finanziamento di un “progetto” al tempo
T0 che poi ha portato al “Nobel” al tempo T1>T0, ed
avesse applicato un dato criterio (ad esempio
bilbiometrico) avrebbe preso la decisione giusta?
58
Valutare la valutazione: come?
59
60
Analisi dei criteri di valutazione
da un punto di vista storico
61
Strategia 1: divisione della torta sulle eccellenze
Excellence and reality
Rewarding what is today recognised as
excellence is trivial !
“Reinforce excellence, dynamism and
creativity of European research"
“ERC funds excellent researchers”
ERC
Nobel Prize
65
Strategia 1: divisione della torta sulle eccellenze
Strategia 2: spazio alle fluttuazioni
• Ricercatori (quasi) outsiders
• Laboratorio/università marginale
• Sorpresa rispetto stato dell’arte
Qualche scoperta
Superconduttività ad alta temperatura
Premio Nobel in Fisica 1987
Superconduttività ad alta temperatura
Premio Nobel in Fisica 1987
Superconduttività ad alta temperatura
Premio Nobel in Fisica 1987
Microscopio a effetto Tunnel
Premio Nobel per la Fisica 1987
Microscopio a effetto Tunnel
Premio Nobel per la Fisica 1987
Magneto Resistenza Gigante
Premio Nobel in Fisica 2007
Magneto Resistenza Gigante
Magneto Resistenza Gigante
Scanning Tunneling Microscope
Magneto Resistenza Gigante
Grafene
Premio Nobel in fisica 2010
2010
Grafene
2010
Grafene
2010
Graphene
Rischio e Ricerca
Rischio e Ricerca
Research is risky !
The real problem is to understand whom to reward
today, among the large magma of good quality
researchers, and how to pick those who would become
excellent tomorrow !
“La storia della scienza è stata e deve
essere una storia di programmi di ricerca
in competizione … prima comincia la
competizione e meglio è per il progresso”.
(1970, Imre Lakatos)
Competizione delle idee vs competizione
ricercatori
We conclude that scientific impact (as reflected by
publications) is only weakly limited by funding. We
suggest that funding strategies that target
diversity, rather than “excellence”, are likely to
prove to be more productive.
Research is risk
Research is risk
Risk in research and innovation requires
• Diversification
• Adaptability
• Cooperation
• Long times
How can I reach the long
term if I do not survive in the
short one?
Ripensare la valutazione,:   lezione dall'economia

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Ripensare la valutazione,: lezione dall'economia

  • 1. Ripensare la valutazione: lezioni dall’ economia Francesco Sylos Labini Enrico Fermi Center Institute for Complex Systems, CNR  Roars.it
  • 2. • Domanda della Regina • Previsioni • Valutazione • Cambio di paradigma
  • 3. • Domanda della Regina • Previsioni • Valutazione • Cambio di paradigma
  • 4.
  • 5. On 5 November (2008), the Queen must have embarrassed the economists at LSE by asking her Question, which presupposed that all of them had failed to foresee the biggest Global Financial Crisis since 1929. The Queen’s Question clearly implied that something had gone seriously wrong with research in economics.
  • 6. On 5 November (2008), the Queen must have embarrassed the economists at LSE by asking her Question, which presupposed that all of them had failed to foresee the biggest Global Financial Crisis since 1929. The Queen’s Question clearly implied that something had gone seriously wrong with research in economics. Yet in the results of the Research Assessment Exercise, published the next month, research in economics was declared to be, by some margin, the best research in any subject in the UK. Moreover research in economics at LSE was given a grade of 3.55 out of 4. Who was right in their judgement? The Queen or the RAE committee?
  • 7. • Domanda della Regina • Previsioni • Valutazione • Cambio di paradigma
  • 8.
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  • 12. “Solo 2 delle 60 recessioni che si sono verificate tra il 1988 e il 1998 sono state previste con un anno di anticipo” (Loungani 2001, International Jour. Of Forecasting)
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  • 34. • Domanda della Regina • Previsioni • Valutazione • Cambio di paradigma
  • 35. On 5 November, the Queen must have embarrassed the economists at LSE by asking her Question, which presupposed that all of them had failed to foresee the biggest Global Financial Crisis since 1929. The Queen’s Question clearly implied that something had gone seriously wrong with research in economics. Yet in the results of the Research Assessment Exercise, published the next month, research in economics was declared to be, by some margin, the best research in any subject in the UK. Moreover research in economics at LSE was given a grade of 3.55 out of 4. Who was right in their judgement?
  • 36. •Research Assessment Systems began with the Research Assessment Exercise (or RAE) which was introduced into the UK by Thatcher in 1986 and continued by Blair. • At intervals of a few years, RAEs are carried out in all the universities of the UK. • The first step is to appoint a committee of assessors in each subject. These assessors are usually academics working in the field in question in the UK. Next most members of each department in a subject have to select a set of pieces of their research. • The department then submits all these pieces of research produced by its members to the assessment committee. The members of the committee study this research output, and, on its basis, grade the department on a scale running from very good downwards. RAE/REF
  • 37. Kuhn in his (1962) The Structure of Scientific Revolutions presents a view of the natural sciences which has become very well-known and quite widely accepted.
  • 38. •According to Kuhn, mature natural sciences develop for the most part in a manner which he describes as ‘normal science’. During a period of normal science, all the scientists working in the field accept the same framework of assumptions which Kuhn calls a ‘paradigm’.
  • 39. •However, these periods of normal science are, from time to time, interrupted by scientific revolutions in which the dominant paradigm of the field is overthrown and replaced by a new paradigm.
  • 40. •The difference between the natural sciences and the social sciences can be put as follows. In the natural sciences, outside revolutionary periods, all the scientists accept the same paradigm. •In the social sciences, however, social scientists are divided into competing schools. Each school has its own paradigm, but these paradigms are often very different from each other.
  • 41. •The contrast is between a single paradigm and a multi-paradigm situation.
  • 42. •As far as the natural sciences are concerned, we can illustrate this with the example of theoretical physics. In this field, all scientists accept a paradigm whose core consists of relativity theory and quantum mechanics.
  • 43. •However, they would argue, relativity and quantum mechanics work very well, and so it is sensible to accept them for the time being. If we turn now to economics we find a very different situation
  • 44. The economics community is divided into different schools. The members of each of these schools may indeed share a paradigm, but the paradigm of one school can be very different from that of another. Moreover the members of one school are often extremely critical of the views of members of another school. The school of economics which has the most adherents at present is neoclassical economics.
  • 45. These different schools are associated with different political ideologies: Neo-Classical Economics, the various versions of Keynesianism, and Marxist Economics. These schools are arranged on a political spectrum running from the right to the left.
  • 46. •Our examination of the community of researchers in economics has led us to the following picture. This community is divided into a number of different schools of thought A, B, C, …, each with its own paradigm.
  • 47. •Our examination of the community of researchers in economics has led us to the following picture. This community is divided into a number of different schools of thought A, B, C, …, each with its own paradigm. •The members of each school have a very low opinion of the research work produced by the other schools.
  • 48. •Our examination of the community of researchers in economics has led us to the following picture. This community is divided into a number of different schools of thought A, B, C, …, each with its own paradigm. •The members of each school have a very low opinion of the research work produced by the other schools. •Now if a Research Assessment System (or RAS) is applied to such a community, what result will it give?
  • 49. •The research work of the members of whichever school has the largest number of members will receive the highest valuation. So if school A is in the majority, the members of school A will receive the highest valuation. If school B is in the majority, then the members of school B will receive the highest valuation, and so on . •The valuation received by the members of a particular school X will be roughly proportional to the number of members of that school
  • 50.
  • 51. • I have argued that the effect of a research assessment system on economics is to drive the economics community away from pluralism and towards monism. • I have also argued that a pluralistic economics community is much more likely to produce good research than a monistic one. • Putting these two claims together, the conclusion is that a research assessment will make research in economics worse rather than better. Hence there is a strong case for abolishing research assessment systems in economics where they exist, and not introducing any new ones.
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  • 56. • Domanda della Regina • Previsioni • Valutazione • Cambio di paradigma
  • 57. •Forma di controllo sulla scienza da parte di organismi di governo: opportunità politica del lavoro dello scienziato •Distribuzione delle risorse: Finanziamento delle ricerce più “utili” alla società e di maggiore qualità Valutazione, politica e ricerca
  • 58. Se una ipotetica commissione che avesse dovuto decidere del finanziamento di un “progetto” al tempo T0 che poi ha portato al “Nobel” al tempo T1>T0, ed avesse applicato un dato criterio (ad esempio bilbiometrico) avrebbe preso la decisione giusta? 58 Valutare la valutazione: come?
  • 59. 59
  • 60. 60 Analisi dei criteri di valutazione da un punto di vista storico
  • 61. 61 Strategia 1: divisione della torta sulle eccellenze
  • 62. Excellence and reality Rewarding what is today recognised as excellence is trivial !
  • 63. “Reinforce excellence, dynamism and creativity of European research"
  • 64. “ERC funds excellent researchers” ERC Nobel Prize
  • 65. 65 Strategia 1: divisione della torta sulle eccellenze Strategia 2: spazio alle fluttuazioni
  • 66. • Ricercatori (quasi) outsiders • Laboratorio/università marginale • Sorpresa rispetto stato dell’arte Qualche scoperta
  • 67. Superconduttività ad alta temperatura Premio Nobel in Fisica 1987
  • 68. Superconduttività ad alta temperatura Premio Nobel in Fisica 1987
  • 69. Superconduttività ad alta temperatura Premio Nobel in Fisica 1987
  • 70. Microscopio a effetto Tunnel Premio Nobel per la Fisica 1987
  • 71. Microscopio a effetto Tunnel Premio Nobel per la Fisica 1987
  • 72. Magneto Resistenza Gigante Premio Nobel in Fisica 2007
  • 77. Grafene Premio Nobel in fisica 2010
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  • 85. Research is risky ! The real problem is to understand whom to reward today, among the large magma of good quality researchers, and how to pick those who would become excellent tomorrow !
  • 86. “La storia della scienza è stata e deve essere una storia di programmi di ricerca in competizione … prima comincia la competizione e meglio è per il progresso”. (1970, Imre Lakatos) Competizione delle idee vs competizione ricercatori
  • 87. We conclude that scientific impact (as reflected by publications) is only weakly limited by funding. We suggest that funding strategies that target diversity, rather than “excellence”, are likely to prove to be more productive. Research is risk
  • 89.
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  • 93. Risk in research and innovation requires • Diversification • Adaptability • Cooperation • Long times How can I reach the long term if I do not survive in the short one?

Editor's Notes

  1. Evoluzione negli anni della qualità delle previsioni dell’ECMWF + i due emisferi a confronto (2 giorni ogni 20 anni!)
  2. deregolamentazione e della liberalizzazione dell’economia con l’argomento che i vincoli di ogni genere impediscono ai mercati di raggiungere il loro equilibrio perfetto e il loro stato di massima efficienza l’efficienza del mercato, i governi avrebbero dovuto privatizzare le proprie industrie e deregolamentare il mercato stesso. Tuttavia, studiando le ipotesi alla base dei teoremi matematici utilizzati in economia, si nota una straordinaria differenza tra le condizioni in cui questi si applicano e la realtà: il realismo, al contrario del rigore, è stato del tutto trascurato.
  3. deregolamentazione e della liberalizzazione dell’economia con l’argomento che i vincoli di ogni genere impediscono ai mercati di raggiungere il loro equilibrio perfetto e il loro stato di massima efficienza l’efficienza del mercato, i governi avrebbero dovuto privatizzare le proprie industrie e deregolamentare il mercato stesso. Tuttavia, studiando le ipotesi alla base dei teoremi matematici utilizzati in economia, si nota una straordinaria differenza tra le condizioni in cui questi si applicano e la realtà: il realismo, al contrario del rigore, è stato del tutto trascurato.
  4. Un breve viaggio nella scienza e nella fisica moderna per trasmettere l’idea che la scienza e la divulgazione scientifica non riguardano solo i buchi neri, i neutrini, le particelle elementari, i vaccini, ecc. ma anche dei CONCETTI che possono essere utili e cruciali per comprendere il mondo che ci circonda. Questo è un saggio che discute dei problemi del nostro tempo con la prospettiva di un ricercatore e di uno scienziato che li osserva con i propri strumenti concettuali e che vuole comunicare al lettore che questi strumenti sono indispensabili a districarsi nella giungla del rumore di fondo che proviene da tutte le informazioni che provengono da ogni fonte e in ogni momento.