CHAPTER VI
RETENTION AS A FUNCTION OF THE NUMBER OF REPETITIONS
Section 22. Statement of the Problem
The result of the fourth chapter was as follows: When in repeated
cases I memorised series of syllables of a certain length to the point
of their first possible reproduction, the times (or number of
repetitions) necessary differed greatly from each other, but the mean
values derived from them had the character of genuine constants of
natural science. Ordinarily, therefore, I learned by heart homogeneous
series under similar conditions with, on the average, a similar number
of repetitions. The large deviations of the separate values from each
other change the total result not at all; but it would require too
much time to ascertain with exactness the number necessary for greater
precision in detail.
What will happen, it may be asked, if the number of repetitions
actually given to a certain series is less than is required for
memorisation or if the number exceeds the necessary minimum?
The general nature of what happens has already been described.
Naturally the surplus repetitions of the latter alternative do not go
to waste. Even though the immediate effect, the smooth and errorless
reproduction, is not affected by them, yet they are not without
significance in that they serve to make other such reproductions
possible at a more or less distant time. The longer a person studies,
the longer he retains. And, even in the first ease, something
evidently occurs even if the repetitions do not suffice for a free
reproduction. By them a way is at least opened for the first errorless
reproduction, and the disconnected, hesitating, and faulty
reproductions keep approximating more and more to it.
These relations can be described figuratively by speaking of the
series as being more or less deeply engraved in some mental
substratum. To carry out this figure: as the number of repetitions
increases, the series are engraved more and more deeply and indelibly;
if the number of repetitions is small, the inscription is but surface
deep and only fleeting glimpses of the tracery can be caught; with a
somewhat greater number the inscription can, for a time at least, be
read at will; as the number of repetitions is still further increased,
the deeply cut picture of the series fades out only after ever longer
intervals.
What is to be said in case a person is not satisfied with this
general statement of a relation of dependence between the number of
repetitions and the depth of the mental impression obtained, and if he
demands that it be defined more clearly and in detail? The thermometer
rises with increasing temperature, the magnetic needle is displaced to
an increasing angle as the intensity of the electric current around it
increases. But while the mercury always rises by equal spaces for each
equal increase in temperature, the increase of the angle showing the
displacement of the magnetic needle becomes less with a like increase
in the electric current. Which analogy is it which holds for the
effect of the number of repetitions of the series to be memorised upon
the depth of the resulting impression? Without further discussion
shall we make it proportional to the number of repetitions, and
accordingly say that it is twice or three times as great when
homogenous series are repeated with the same degree of attention twice
or thrice as many times as are others? Or does it increase less and
less with each and every constant increase in the number of
repetitions? Or what does happen?
Evidently this question is a good one; its answer would be of
theoretical as well as practical interest and importance. But with the
resources hitherto at hand it could not be answered, nor even
investigated. Even its meaning will not be quite clear so long as the
words "inner stability" and "depth of impression"
denote something indefinite and figurative rather than something clear
and objectively defined.
Applying the principles developed in section 5, I define the inner
stability of a series of ideas -- the degree of its retainability --
by greater or less readiness with which it is reproduced at some
definite time subsequent to its first memorisation. This readiness I
measure by the amount of work saved in the relearning of any series as
compared with the wok necessary for memorising a similar but entirely
new series.
The interval of time between the two processes of memorisation is
of course a matter of choice. I chose 24 hours.
Since in the case of this definition we are not trying to settle a
matter of general linguistic usage, it cannot be properly asked
whether it is correct, but only whether it serves the purpose, or, at
the most, whether it is applicable to the indefinite ideas connected
with the notion of different depths of mental impression. The latter
will probably be granted But nothing can be said in advance as to how
well it fulfills its purpose. That can be judged only after more
extensive results have been obtained. And the character of the
judgment will depend to a great extent on whether the results obtained
with the help of this means of measurement fulfill the primary demand
which we make with reference to any system of measurement. It consists
in this, -- that if any change whatever is made in the controllable
conditions of that scale, the results obtained by the scale in its new
form can be reduced to those of the old form by multiplication by some
one constant. In our present case, for example, it would consequently
be necessary to know whether the character of the results would
remain the same if any other interval had been employed instead of
that of 24 hours, arbitrarily chosen for measuring the after-effect of
repetitions, or whether as a consequence the entire rationale of the
results would be different, just as the absolute values are
necessarily different. Naturally, this question cannot be decided a
priori.
For ascertaining the relation of dependence between the increase in
the number of repetitions of a series and the ever deeper impression
of it which result, I have formulated the problem as follows: If
homogeneous series are impressed to different extents as a result of
different numbers of repetitions, and then 24 hours later are learned
to the point of the first possible reproduction by heart, how are the
resulting savings in work related to each other and to the
corresponding number of former repetitions?
Section 23. The Tests and their Results
In order to answer the question just formulated, I have carried out
70 double tests, each of six series of 16 syllables each. Each double
test consisted in this, that the separate series -- each for itself --
were first read attentively a given number of times (after frequently
repeated readings they were recited by heart instead of read), and
that 24 hours later I relearned up to the point of first possible
reproduction the series thus impressed and then in part forgotten. The
first reading was repeated 8, 16, 24, 32, 42, 53, or 64 times.
An increase of the readings used for the first learning beyond 64
repetitions proved impracticable, at least for six series of this
length. For with this number each test requires about 3/4 of an hour,
and toward the end of this time exhaustion, headache, and other
symptoms were often felt which would have complicated the complicated
of the test if the number of repetitions had been increased.
The tests were equally divided among the seven numbers of
repetitions investigated so that to each of them were allotted 10
double tests. The results were as follows for the six series of a
single test taken together and without subtraction of the time used
for reciting.
After a preceding study of the series by means of "x"
repetitions, they were learned 24 hours later with an expenditure of
"y" seconds.

The preceding table of numbers gives the times actually used in
learning by heart the series studied 24 hours previously. Since we are
interested not so much in the times used as the times saved we must
know how long it would have taken to learn by heart the same series if
no previous study had been made. In the case of the series which were
repeated 42, 53, and 64 times, this time can be learned from the tests
themselves. For, in their case, the number of repetitions is greater
than the average minimum for the first possible reproduction, which in
the case of the 16-syllable series (p. 46 [beginning of Ch. 5])
amounted to 31 repetitions. In their case, therefore, the point can be
determined at which the first errorless reproduction of that series
appeared as the number of repetitions kept on increasing. But on
account of the continued increase in the number of repetitions and the
resulting extension of the time of the test, the conditions were
somewhat different from those in the customary learning of series not
hitherto studied. In the case of the series to which a smaller number
of repetitions than the above were given, the numbers necessary for
comparison cannot be derived from their own records, since, as a part
of the plan of the experiment, they were not completely learned by
heart. I have consequently preferred each time to find the saving of
work in question by comparison with the time required for learning by
heart not the same but a similar series up to that time unknown. For
this I possess a fairly correct numerical value from the time of the
tests in question: any six 16-syllable series was learned, as an
average of 53 tests, in 1,270 seconds, with the small probable error ±
7.
If all the mean values are brought together in relation to this
last value, the following table results:

The simple relation approximately realised in these numbers is
evident: the number of repetitions used to impress the series (Column
I) and the saving in work in 1arning the series 24 hours later as a
result of such impression (Col. III) increase in the same fashion.
Division of the amount of work saved by the corresponding number of
repetitions gives as a quotient a practically constant value (Col.
IV).
Consequently the results of the test may be summarised and
formulated as follows: When nonsense series of 16 syllables each were
impressed in memory to greater and greater degrees by means of
attentive repetitions, the inner depth of impression in part resulting
from the number of the repetitions increased, within certain limits,
approximately proportionally to that number. This increase in depth
was measured by the greater readiness with which these series were
brought to the point of reproduction after 24 hours. The limits within
which this relation was determined were on the one side, zero, and, on
the other, about double the number of repetitions that on the average
just sufficed for learning the series.
For six series taken together the after-effect of each repetition
-- i.e., the saving it brought about -- amounted on the average
to 12.7 seconds, consequently to 2.1 seconds for each single series.
As the repetition of a series of 16 syllables in itself takes from 6.6
to 6.8 seconds, its after-effect 24 hours later amounts to a scant
third of its own duration. In other words: for each three additional
repetitions which I spent on a given day on the study of a series, I
saved, in learning that series 24 hours later, on the average,
approximately one repetition; and, within the limits stated, it did
not matter how many repetitions altogether were spent on the
memorisation of a series.
Whether the results found can claim any more general importance, or
whether they hold good only for the single time of their actual
occurrence, and even then give a false impression of a regularity not
otherwise present, I cannot now decide. I have no direct control
tests. Later, however, (chapter VIII, sec. 34) where results obtained
in reference to quite a different problem agree with the present
results, I can bring forward indirect evidence on this point. I am
therefore inclined to ascribe general validity to these results, at
least for my own case.
NOTE.--There is in the tests an inner inequality which I can
neither avoid, nor remove by correction, but can only point out. It is
that a small number of repetitions of the series requires only a few
minutes, and consequently come at a time of unusual mental vitality.
With 64 repetitions the whole work takes about 3/4 of an hour; the
great part of the series is, therefore, studied in a condition of
diminished vigor or even of a certain exhaustion, and the repetitions
will, consequently, be less effective. It is just the reverse of this
in the reproduction of the series the next day. The series impressed
by 8 perusals require three times as much time in order to be
memorised as those perused 64 times. Consequently the latter will be
learned a little more quickly not only on account of their greater
fixedness, but also because they are now studied for the most part
under better conditions. These irregularities are mutually opposed, as
is evident, and therefore partially compensate each other: the series
prepared under comparatively unfavorable conditions are memorised
under comparatively more favorable conditions, and vice versa. I
cannot tell, however, how far this compensation goes and how far any
remaining inequality of conditions disturbs the results.
Section 24. The Influence of Recollection
One factor in the regular course of the results obtained seems to
deserve special attention. In ordinary life it is of the greatest
importance, as far as the form which memory assumes is concerned,
whether the reproductions occur with accompanying recollection or not,
-- i.e., whether the recurring ideas simply return or whether a
knowledge of their former existence and circumstances comes back with
them. For, in this second case, they obtain a higher and special value
for our practical aims and for the manifestations of higher mental
life. The question now is, what connection is there between the inner
life of these ideas and the complicated phenomena of recollection
which sometimes do and sometimes do not accompany the appearance in
consciousness of images? Our results contribute somewhat toward the
answer to this question.
When the series were repeated 8 or 16 times they had become
unfamiliar to me by the next day. Of course, indirectly, I knew quite
well that they must be the same as the ones studied the day before,
but I knew this only indirectly. I did not get it from the series, I
did not recognise them. But with 53 or 64 repetitions I soon, if not
immediately, treated them as old acquaintances, I remembered them
distinctly. Nothing corresponding to this difference is evident in the
times for memorisation and for savings of work respectively. They are
not smaller relatively when there is no possibility of
recollection nor larger relatively when recollection is sure
and vivid The regularity of the after-effect of many repetitions does
not noticeably deviate from the line that is, so to speak, marked out
by a smaller number of repetitions although the occurrence of
this after-effect is accompanied by recollection in the first case
just as indubitably as it lacks recollection in the second case.
I restrict myself to pointing out this noteworthy fact. General
conclusions from it would lack foundation as long as the common cause
cannot be proved.
Section 25. The Effect of a Decided Increase in the
Number of Repetitions
It would be of interest to know whether the approximate
proportionality between the number of repetitions of a series and the
saving of the work in relearning the latter made possible thereby,
which in my own case seemed to take place within certain limits,
continues to exist beyond those limits. If, furthermore, as a result
of each repetition a scant third of its own value is saved up to be
applied on the reproduction 24 hours later, I should be able to just
reproduce spontaneously after 24 hours a series of 16 syllables, the
initial syllable being given, provided I had repeated it the first day
thrice as many times as were absolutely necessary for its first
reproduction. As this requirement is 31-32 repetitions the attainment
of the aim in question would necessitate about 100 repetitions. On the
supposition of the general validity of the relation found, the number
of repetitions to he made at a given time, in order that errorless
reproduction might take place 24 hours later, could be calculated for
any kind of series for which, so to say, the "after-effect
coefficient" of the repetitions had been ascertained.
I have not investigated this question by further increasing the
number of repetitions of unfamiliar 16 syllable series because, as has
been already noted, with any great extension of the tests the
increasing fatigue and a certain drowsiness cause complications.
However, I have made some trial tests partly with shorter series, and
partly with fsmiliar series, all of which confirmed the result that
the proportion in question gradually ceases to hold with a further
increase of repetitions. Measured by the saving of work after 24 hours
the effect of the later repetitions gradually decreases.
Series of 12 syllables (six of the series were each time combined
into a test) were studied to the point of first possible reproduction;
and immediately after the errorless reproduction each series was
repeated three times (in all four times) as often as the memorisation
(exclusive of the recital) had required. After 24 hours the same
series were relearned to the first possible reproduction. Four tests
furnished the following results (the numbers indicate the
repetitions):

In my own case -- within reasonable limits -- the after-effect of
the repetitions of series of 12 syllables after 24 hours is a little
smaller than is the case with 16 syllables; it must be estimated as at
least three tenths of the sum total of the repetitions. If this
relation were approximately to continue to hold with very numerous
repetitions, it would be reasonable to expect that, after 24 hours,
series on whose impression four times as many repetitions had been
expended as were necessary for their first reproduction could be
recited without any further expenditure of energy. Instead of this, in
the cases examined, the relearning required about 35 per cent of the
work required for the first recital. The effect of an average number
of 410 repetitions was a saving of only one sixth of this sum. If now
the first repetitions were represented by about three tenths of their
amount, the effect of the later repetitions must have been very
slight.
Investigation of the following kind, which I do not here give in
detail, led to the same result. Syllable series of different lengths
were gradually memorised by frequent repetitions which, however, did
not all take place on one day, but were distributed over several
successive days (Chap. VIII). When, after several days, only a few
repetitions were necessary in order to learn the series by heart, they
were repeated three or four times as often as was necessary, at this
phase of memorisation, for the first errorless reproduction. But in no
single case did I succeed in an errorless reproduction of the series
after 24 hours unless I had read them again once or several times. The
influence of the frequent repetitions still appeared, indeed, in a
certain saving of work, but this became less in proportion to the
decreasing amount of work to be saved. It was very hard, by means of
repetitions which had taken place 24 hours previously, to eliminate
the last remnant of the work of relearning a given series.
To summarise: The effect of increasing the number of repetitions of
series of syllables on their inner fixedness in the above defined
sense grew at first approximately in proportion to the number of
repetitions, then that effect decreased gradually, and finally became
very slight when the series were so deeply impressed that they could
be repeated after 24 hours, almost spontaneously. Since this decrease
must be considered, gradual and continuous, its beginning would, in
more accurate investigations, probably have become evident even within
the limits within which we found a proportionality, whereas no it is
hidden on account of its small amount and the wide limits of error.