VARIOUS USES OF FACTORS 57 Thus, the heterogeneity of the tests in the Binet scale, so far from diminishing its value, actually increases it; and the popular batteries of written group tests, which are put forward as better substitutes, and in which each test claims high correlations with the rest, are, as a rule, far too homogeneous : they owe their high correlation quite as much to what, with a more varied assortment of test-material, would prove to be c overlapping specifics' (ease in understanding the printed word, facility of verbal expression, and the like) as to the c general factor 5 of intelligence. In educational work the psychologist's predictions often cover a long range. In certifying the mentally defective we are by statute required to show that the defect has existed " from birth or from an early age " ; by the age of 6 or 7 we endeavour to discover those who during their school career will never be able to profit by an ordinary elementary education; towards the age of 10 or n we seek to select others whose subsequent educational progress will justify the award of a scholarship to a secondary school. In all these instances of testing, examining, or diagnosing, we are trying to ascertain, not (as the detective does) who has committed a momentary act, but who possesses a given amount of some lasting capacity. Since these educational predictions cover most forms of intellectual work, the capacity we desire to estimate must be a c general factor '; and since the predictions envisage the rest of the child's educational career and indirectly the rest of his working life, this factor must have stability or permanence. We thus need something like a first law of motion for mental activity: that is, we require to distinguish a persisting internal * state of uniform motion,' on which our predictions shall be based, from unfore- seen c external forces,' which may subsequently come into action and partly obscure or disturb it. Ideally we should like to detect this permanent internal £ state' when the child first comes into our ken, i.e. ( at birth or at an early age.7 Such a state, con- ferred at birth and lasting throughout life, is precisely what is meant by an innate capacity or propensity; and the external forces are represented by environmental influences, such as training at home, teaching at school, illness, accident, and the like. Accordingly, from the very outset of my educational work it has seemed essential, not merely to show that a general factor underlies the cognitive group of mental activities, but also that this general factor (or some important component of it) is innate or permanent, in the sense just defined. In dealing with other tasks of psycho- logical guidance—the treatment of delinquency or neurotic tendencies or the subsequent choice of employment—similar issues arise : we