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Main trends of research in the social and human ... - unesdoc - Unesco

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Ma<strong>the</strong>matical models <strong>and</strong> methods 537<br />

ma<strong>the</strong>matical methodology <strong>and</strong> <strong>the</strong> question <strong>of</strong> computer applications <strong>in</strong> a<br />

multidiscipl<strong>in</strong>ary context. These new ventures <strong>and</strong> realignments have changed<br />

<strong>the</strong> situation as regards <strong>the</strong> question <strong>of</strong> methodology <strong>in</strong> <strong>the</strong> <strong>social</strong> sciences from<br />

one <strong>in</strong> which-leav<strong>in</strong>g aside <strong>the</strong> statistical reviews such as <strong>the</strong> Journal de la<br />

Sociite‘ de statistique de Paris or <strong>the</strong> Journal <strong>of</strong> <strong>the</strong> American Statistical Associa-<br />

tion - two major journals (Econometrica, founded <strong>in</strong> I932 <strong>and</strong> Psychometrika,<br />

founded <strong>in</strong> 1935) held <strong>the</strong> field to one when <strong>the</strong>re are between ten <strong>and</strong> a score<br />

<strong>of</strong> reviews which are ei<strong>the</strong>r specifically methodological or carry a large propor-<br />

tion <strong>of</strong> methodological articles.<br />

B. Differentiation <strong>of</strong> <strong>the</strong> functions performed by ma<strong>the</strong>matics<br />

The second ma<strong>in</strong> feature <strong>of</strong> current <strong>trends</strong>, also very strik<strong>in</strong>g, is <strong>the</strong> diversifica-<br />

tion beg<strong>in</strong>n<strong>in</strong>g to appear <strong>in</strong> <strong>the</strong> functions performed by ma<strong>the</strong>matics <strong>in</strong> <strong>the</strong><br />

<strong>human</strong> <strong>and</strong> <strong>social</strong> sciences.<br />

As we have said, <strong>the</strong> pre-modern period is characterized essentially by one<br />

‘pure <strong>the</strong>ory’ tradition, ano<strong>the</strong>r dom<strong>in</strong>ated by ma<strong>the</strong>matical statistics <strong>and</strong> a<br />

third <strong>in</strong>volv<strong>in</strong>g <strong>the</strong> seek<strong>in</strong>g <strong>of</strong> curve-fitt<strong>in</strong>g models. Today, ma<strong>the</strong>matics is<br />

tak<strong>in</strong>g on new functions, <strong>of</strong> which some examples follow:<br />

a. In discipl<strong>in</strong>es like sociology <strong>and</strong> psychology, <strong>the</strong> development <strong>of</strong> <strong>the</strong><br />

observation techniques toge<strong>the</strong>r with <strong>the</strong> grow<strong>in</strong>g quantity <strong>of</strong> data collected<br />

have engendered a whole multitude <strong>of</strong> methods <strong>and</strong> techniques, <strong>the</strong> ma<strong>in</strong> func-<br />

tion <strong>of</strong> which is to enable <strong>the</strong> <strong>in</strong>vestigator to get his bear<strong>in</strong>gs <strong>in</strong> a mass <strong>of</strong> <strong>in</strong>-<br />

formation exceed<strong>in</strong>g his <strong>in</strong>tuitive grasp.<br />

Let us consider, for <strong>in</strong>stance, <strong>the</strong> methods <strong>of</strong> factorial analysis associated with<br />

<strong>the</strong> names <strong>of</strong> Thurstone, Hotell<strong>in</strong>g <strong>and</strong>, more recently, Guttman. Looked at from<br />

<strong>the</strong> po<strong>in</strong>t <strong>of</strong> view <strong>of</strong> <strong>the</strong>ir pr<strong>in</strong>ciples, <strong>the</strong>y are grad<strong>in</strong>g, classify<strong>in</strong>g or typologiz<strong>in</strong>g<br />

techniques. In o<strong>the</strong>r words, <strong>the</strong>y are <strong>in</strong>tended to replace <strong>the</strong> <strong>in</strong>tuitive procedures<br />

used <strong>in</strong> ord<strong>in</strong>ary life <strong>and</strong> for some scientific problems, <strong>and</strong> grade or order ob-<br />

jects on <strong>the</strong> basis <strong>of</strong> a given number <strong>of</strong> characteristics observed <strong>in</strong> <strong>the</strong>m. The<br />

<strong>in</strong>tuitive procedure is <strong>the</strong> one we are us<strong>in</strong>g when we observe <strong>the</strong> behaviour <strong>of</strong><br />

two children <strong>in</strong> n situations, <strong>and</strong> <strong>the</strong>n declare <strong>the</strong> first more <strong>in</strong>telligent than <strong>the</strong><br />

second. It is likewise <strong>the</strong> procedure used by Max Weber <strong>in</strong> def<strong>in</strong><strong>in</strong>g his famous<br />

ideal types. One could put it that <strong>the</strong> techniques we are discuss<strong>in</strong>g are meant to<br />

reproduce <strong>the</strong> logic <strong>of</strong> <strong>the</strong>se <strong>in</strong>tuitive procedures, while elim<strong>in</strong>at<strong>in</strong>g <strong>the</strong> scientific<br />

risks implicit <strong>in</strong> reliance on <strong>in</strong>tuiticn. Obviously, <strong>the</strong> <strong>in</strong>adequacy <strong>of</strong> <strong>in</strong>tuition<br />

<strong>in</strong>creases with <strong>the</strong> volume <strong>of</strong> data collected. In situations like that aris<strong>in</strong>g <strong>in</strong><br />

psychometrics when dozens <strong>of</strong> tests are given to a multitude <strong>of</strong> subjects, it is<br />

obviously impossible to rely on <strong>in</strong>tuitive techniques. Hence <strong>the</strong> idea <strong>of</strong> construct-<br />

<strong>in</strong>g grad<strong>in</strong>g, classification or typologiz<strong>in</strong>g models. The need for this k<strong>in</strong>d <strong>of</strong><br />

model was so strongly felt, notably <strong>in</strong> discipl<strong>in</strong>es like psychology, <strong>social</strong><br />

psychology <strong>and</strong> sociology, that <strong>the</strong>re is now an extremely volum<strong>in</strong>ous corpus <strong>of</strong><br />

ma<strong>the</strong>matical models <strong>and</strong> methods for solv<strong>in</strong>g grad<strong>in</strong>g, classification <strong>and</strong> typo-<br />

logiz<strong>in</strong>g problems <strong>in</strong> observational situations <strong>of</strong> <strong>the</strong> utmost diversity.<br />

It was aga<strong>in</strong> <strong>the</strong> limitations <strong>of</strong> <strong>in</strong>tuition which led sociologists to develop a

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