
QUESTIONS
1. Are children always primarily engaged in thinking when they study?
2. What type of study is involved in learning a multiplication table, a list of words in spelling, a conjugation in French?
3. How would you teach a pupil to study his spelling lesson?
4. In what sense may one study in learning to write? In acquiring skill in swimming?
5. How would you teach your pupils to memorize?
6. Show how ability to study may be developed over a period of years in some subject with which you are familiar. Reading? Geography? History? Latin translation?
7. Is the boy who reads over and over again his lesson necessarily studying?
8. Can one study a subject even though he may dislike it? Can one study without interest?
9. How can you teach children what is meant by concentration of attention?
10. How have you found it possible to develop a critical attitude toward their work upon the part of children?
11. Of what factors in habit formation must children become conscious, if they are to study to best advantage in this field?
12. How may we hope to have children learn to study in the fields requiring judgment? Why will not consciousness of the technique of study make pupils equally able in studying?
13. What exercises can you conduct which will help children to learn how to use books?
14. How can a teacher study with a pupil and yet help him to develop independence in this field?
15. How may small groups of children work together advantageously in studying?
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XV. MEASURING THE ACHIEVEMENTS OF CHILDREN
The success or failure of the teacher in applying the principles which have been discussed in the preceding chapters is measured by the achievements of the children. Of course, it is also possible that the validity of the principle which we have sought to establish may be called in question by the same sort of measurement. We cannot be sure that our methods of work are sound, or that we are making the best use of the time during which we work with children, except as we discover the results of our instruction. Teaching is after all the adaptation of our methods to the normal development of boys and girls, and their education can be measured only in terms of the changes which we are able to bring about in knowledge, skill, appreciation, reasoning, and the like.
Any attempt to measure the achievements of children should result in a discovery of the progress which is being made from week to week, or month to month, or year to year. It would often be found quite advantageous to note the deficiencies as well as the achievements at one period as compared with the work done two or three months later. It will always be profitable to get as clearly in mind as is possible the variation among members of the same class, and for those who are interested in the supervision of schools, the variation from class to class, from school to school, or from school system to school system. For the teacher a study of the variability in achievement among the members of his own class ought to result in special attention to those who need special help, especially a kind of teaching which will remove particular difficulties. There should also be offered unusual opportunity and more than the ordinary demand be made of those who show themselves to be more capable than the ordinary pupils.
The type of measurement which we wish to discuss is something more than the ordinary examination. The difficulties with examinations, as we have commonly organized them, has* been their unreliability, either from the standpoint of discovering to us the deficiencies of children, or their achievements. Of ten problems in arithmetic or of twenty words in spelling given in the ordinary examination, there are very great differences in difficulty. We do not have an adequate measure of the achievements of children when we assign to each of the problems or words a value of ten or of five per cent and proceed to determine the mark to be given on the examination paper. If we are wise in setting our examinations, we usually give one problem or one word which we expect practically everybody to be able to get right. On the other hand, if we really measure the achievements of children, we must give some problems or some words that are too hard for any one to get right. Otherwise, we do not know the limit or extent of ability possessed by the abler pupils. It is safe to say that in many examinations one question may actually be four or five times as hard as some other to which an equal value is assigned.
Another difficulty that we have to meet in the ordinary examination is the variability among teachers in marking papers. We do not commonly assign the same values to the same result. Indeed, if a set of papers is given to a group of capable teachers and marked as conscientiously as may be by each of them, it is not uncommon to find a variation among the marks assigned to the same paper which may be as great as twentyfive per cent of the highest mark given. Even more interesting is the fact that upon remarking these same papers individual teachers will vary from their own first mark by almost as great an amount.
Still another difficulty with the ordinary examination is the tendency among teachers to derive their standards of achievement from the group itself, rather than from any objective standard by which all are measured. It is possible, for example, for children in English composition to write very poorly for their grade and still to find the teacher giving relatively high marks to those who happen to belong to the upper group in the class. As a result of the establishment of such a standard, the teacher may not be conscious of the fact that children should be spurred to greater effort, and that possibly he himself should seek to improve his methods of work.
Out of the situation described above, which includes on the one hand the necessity for measurement as a means of testing the success of our theories and of our practice, and on the other hand of having objective standards, has grown the movement for measurement by means of standard tests and scales. A standard test which has been given to some thousands of children classified by grades or by ages, if given to another group of children of the same grade or age group will enable the teacher to compare the achievement of his children with that which is found elsewhere. For example, the Courtis tests in arithmetic, which consist of series of problems of equal difficulty in addition, subtraction, multiplication, and division may be used to discover how far facility in these fields has been accomplished by children of any particular group as compared with the achievements of children in other school systems throughout the country. In these tests each of the problems is of equal difficulty. The measure is made by discovering how many of these separate problems can be solved in a given number of minutes.[20]
A scale for measuring the achievements of children in the fundamental operations of addition, subtraction, multiplication, and division has been derived by Dr. Clifford Woody,[21] which differs from the Courtis tests in that it affords opportunity to discover what children can achieve from the simplest problem in each of these fields to a problem which is in each case approximately twice as difficult as the problems appearing on the Courtis tests. The great value of this type of test is in discovering to teachers and to pupils, as well, their particular difficulties. A pupil must be able to do fairly acceptable work in addition before he can solve one problem on the Courtis tests. Considerable facility can be measured on the Woody tests before an ability sufficient to be registered on the Courtis tests has been acquired. In his monograph on the derivation of these tests Mr. Woody gives results which will enable the teacher to compare his class with children already tested in other school systems. In the case of all of these standard tests, school surveys and superintendents' reports are available which will make it possible to institute comparisons among different classes and different school systems. One form of the Woody tests is as follows:
* * * * *
SERIES A ADDITION SCALE BY CLIFFORD WOODY
Name...................... When is your next birthday?...... How old will you be?..... Are you a boy or girl?....... In what grade are you?......
(1) (3) (5) (7) (9) (10) (11) (12) (13) (15) (16) 2 17 72 3+1= 20 21 32 43 23 100 9 3 2 26 10 33 59 1 25 33 24 — — — 2 35 17 2 16 45 12 30 — — 13 — 201 15 (2) (4) (6) (8) 25 — 46 19 2 53 60 2+5+1= — — — 4 45 37 (14) 3 — — 25+42= —
(17) (19) (21) (22) (23) (26) (29) 199 $ .75 $8.00 547 1/3+1/3= 121/2 4 3/4 194 1.25 5.75 197 621/2 2 1/4 295 .49 2.33 685 (24) 121/2 5 1/4 156 —— 4.16 678 4.0125 371/2 —— — .94 456 1.5907 — 6.32 393 4.10 (30) (18) (20) —— 525 8.673 (27) 2 1/2 2563 $12.50 240 ——— 1/8+1/4+1/2= 6 3/8 1387 16.75 152 3 3/4 4954 15.75 — —— 2065 ——— (25) (28) —— 3/8+5/8+7/8+1/8= 3/4+1/4=
(31) (33) (34) (35) (36) (37) 113.46 .49 1/6+3/8= 2ft. 6in. 2yr. 5mo. 16 1/3 49.6097 .28 3ft. 5in. 3yr. 6mo. 12 1/8 19.9 .63 4ft. 9in. 4yr. 9mo. 21 1/2 9.87 .95 ———— 5yr. 2mo. 32 3/4 .0086 1.69 6yr. 7mo. ——— 18.253 .22 ———— 6.04 .33 ———— .36 (38) 1.01 25.091+100.4+25+98.28+19.3614= (32) .56 3/4+1/2+1/4= .88 .75 .56 1.10 .18 .56 ——
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SERIES A SUBTRACTION SCALE BY CLIFFORD WOODY
Name...................... When is your next birthday?......How old will you be?..... Are you a boy or girl?.......In what grade are you?.......
(1) (2) (3) (4) (5) (6) (7) (8) (9) (10) (11) 8 6 2 9 4 11 13 59 78 74= 76 5 0 1 3 4 7 8 12 37 60 — — — — — — — — — —
(12) (13) (14) (15) (16) (17) (18) (19) (20) 27 16 50 21 270 393 1000 567482 2 3/41= 3 9 25 9 190 178 537 106493 — — — — — — —— ———
(21) (22) (23) (24) (25) (26) 10.00 3 1/21/2= 80836465 8 7/8 27 4yd. 1ft. 6in. 3.49 49178036 5 3/4 12 5/8 2yd. 2ft. 3in. —— ———— —— ——— ———————
(27) (28) (29) (30) 5yd. 1ft. 4in. 106.25 75 3/4 9.80639.019= 2yd. 2ft. 8in. 52 1/4 ——————— ———
(31) (32) (33) (34) (35) 7.33.00081= 1912 6mo. 8da. 5/122/10= 6 1/8 3 7/81 5/8= 1910 7mo. 15da. 2 7/8 ——————— ——
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SERIES A DIVISION SCALE BY CLIFFORD WOODY
Name............................... When is your next birthday?....... How old will you be?...... Are you a boy or girl?.......... In what grade are you?......
(1) (2) (3) (4) (5) (6) 3)6 9)27 4)28 1)5 9)36 3)39
(7) (8) (9) (10) (11) (12) 4 / 2 = 6 x = 30 2 / 2 = 9)0 1)1 2)13
(13) (14) (15) (16) (17) ___ __ 1/4 of 128= __ 50 / 7 = 4)24 lbs. 8 oz. 8)5856 68)2108
(18) (19) (20) (21) (22) 248 / 7 = 13)65065 2.1)25.2 25)9750 2)13.50
(23) (24) (25) (26) _ __ __ __ 23)469 75)2250300 2400)504000 12)2.76
(27) (28) (29) (30) 7/8 of 624 = _ 3 1/2 / 9 = 3/4 / 5 = .003).0936
(31) (32) (33) 5/4 / 3/5 = 9 5/8 / 3 3/4 = 52)3756
(34) (35) (36) 62.50 / 1 1/4 = 531)37722 9)69 lbs. 9 oz.
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SERIES A MULTIPLICATION SCALE BY CLIFFORD WOODY
Name...................... When is your next birthday?...... How old will you be?..... Are you a boy or girl?....... In what grade are you?.......
(1) (2) (3) (4) (5) (6) (7) 3 x 7 = 5 x 1 = 2 x 3 = 4 x 8 = 23 310 7 x 9 = 3 4 — — (8) (9) (10) (11) (12) (13) (14) (15) 50 254 623 1036 5096 8754 165 235 3 6 7 8 6 8 40 23 — — — —— —— —— — —
(16) (17) (18) (19) (20) (21) (22) 7898 145 24 9.6 287 24 8 x 53/4 9 206 234 4 .05 21/2 —— — — — — —
(23) (24) (25) (26) (27) (28) (29) 11/4 x 8 = 16 7/8 x 3/4 = 9742 6.25 .0123 1/8 x 2 = 2 5/8 59 3.2 9.8 ——— —— —— —— (30) (31) (32) (33) (34) 2.49 12 15 6 dollars 49 cents 21/2 x 31/2 = 1/2 x 1/2 = 36 — x — 8 —— 25 32 —————————
(35) (36) (37) (38) (39) 9873/4 3ft. 5in. 21/4 x 41/2 x 11/2 = .0963 1/8 8ft. 91/2in. 25 5 .084 9 —— ———— ———— —————
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A series of problems in reasoning in arithmetic which were given in twentysix school systems by Dr. C.W. Stone furnish a valuable test in this field, as well as an opportunity for comparison with other schools in which these problems have been used.[22] A list of problems follows.
Solve as many of the following problems as you have time for; work them in order as numbered:
1. If you buy 2 tablets at 7 cents each and a book for 65 cents, how much change should you receive from a twodollar bill?
2. John sold 4 Saturday Evening Posts at 5 cents each. He kept 1/2 the money and with the other 1/2 he bought Sunday papers at 2 cents each. How many did he buy?
3. If James had 4 times as much money as George, he would have $16. How much money has George?
4. How many pencils can you buy for 50 cents at the rate of 2 for 5 cents?
5. The uniforms for a baseball nine cost $2.50 each. The shoes cost $2 a pair. What was the total cost of uniforms and shoes for the nine?
6. In the schools of a certain city there are 2200 pupils; 1/2 are in the primary grades, 1/4 in the grammar grades, 1/8 in the High School, and the rest in the night school. How many pupils are there in the night school?
7. If 31/2 tons of coal cost $21, what will 51/2 tons cost?
8. A news dealer bought some magazines for $1. He sold them for $1.20, gaining 5 cents on each magazine. How many magazines were there?
9. A girl spent 1/8 of her money for car fare, and three times as much for clothes. Half of what she had left was 80 cents. How much money did she have at first?
10. Two girls receive $2.10 for making buttonholes. One makes 42, the other 28. How shall they divide the money?
11. Mr. Brown paid one third of the cost of a building; Mr. Johnson paid 1/2 the cost. Mr. Johnson received $500 more annual rent than Mr. Brown. How much did each receive?
12. A freight train left Albany for New York at 6 o'clock. An express left on the same track at 8 o'clock. It went at the rate of 40 miles an hour. At what time of day will it overtake the freight train if the freight train stops after it has gone 56 miles?
A different type of measurement is accomplished by using Thorndike's scale for measuring the quality of handwriting.[23] A typical distribution of the scores which children receive on the handwriting scale reads as follows: For a fourth grade one child writes quality four, two quality six, five quality seven, seven quality eight, eight quality nine, three quality ten, two quality eleven, two quality twelve, one quality thirteen, one quality fourteen. In a table the distributions of scores in penmanship for a large number of papers selected at random show the following results:
============================================================ GRADES SCORES  2 3 4 5 6 7 8   0 1 2 3 4 5 2 5 22 2 3 3 1 6 21 21 16 3 2 1 7 29 44 24 12 1 3 3 8 28 86 42 56 20 15 7 9 42 41 55 61 25 29 11 10 7 8 20 16 9 11 1 11 29 13 21 17 32 25 23 12 5 2 15 15 44 12 21 13 7 2 2 6 17 19 9 14 3 4 10 16 9 15 1 9 6 15 16 1 1 10 12 17 17 6 2 3 18 3 1  Total papers 196 221 202 194 188 152 124 ============================================================
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A SCALE FOR HANDWRITING OF CHILDREN IN GRADES 58
The Unit of the Scale Equals approximately OneTenth of the Difference between the Best and Worst of the Formal Writings of 1,000 Children in Grades 58. The Differences 1615, 1514, 1413, etc., represent Equal Fractions of the Combined Mental Scale of Merit of from 2355 Competent Judges.
Sample 140, representing zero merit in handwriting. Zero merit is arbitrarily defined as that of a handwriting, recognizable as such, but yet not legible at all and possessed of no beauty.
Quality 4.
Quality 5.
Quality 6.
Quality 7.
Quality 8.
Quality 9.
Quality 10.
Quality 11.
Quality 12.
Quality 13.
Quality 14.
Quality 15.
Quality 16.
Quality 17.
Quality 18.
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This table reads as follows: Quality four was written by five children in the second grade and two in the third grade, quality five was written by twentytwo children in the second grade, two children in the third grade, three in the fourth grade, three in the fifth grade, none in the sixth grade, one in the seventh grade, and none in the eighth grade, and so on for the whole table.[24]
A scale for measuring ability in spelling prepared by Dr. Leonard P. Ayres arranges the thousand words most commonly used in the order of their difficulty. From this sheet it is possible to discover words of approximately the same difficulty for each grade. A test could therefore be derived from this scale for each of the grades with the expectation that they would all do about equally well. There would also be the possibility of determining how well the spelling was done in the particular school system in which these words were given as compared with the ability of children as measured by an aggregate of more than a million spellings by seventy thousand children in eightyfour cities throughout the United States. Such a list could be taken from the scale for the second grade, which includes words which have proved to be of a difficulty represented by a seventythree percent correct spelling for the class. Such a list might be composed of the following words: north, white, spent, block, river, winter, Sunday, letter, thank, and best. A similar list could be taken from the scale for a third, fourth, fifth, sixth, seventh, or eighth grade. For example, the words which have approximately the same difficulty,—seventythree percent to be spelled correctly by the class for the sixth grade,—read as follows: often, stopped, motion, theater, improvement, century, total, mansion, arrive, supply. The great value of such a measuring scale, including as it does the thousand words most commonly used, is to be found not only in the opportunity for comparing the achievements of children in one class or school with another, but also in the focusing of the attention of teachers and pupils upon the words most commonly used.[25]
One of the fields in which there is greatest need for measurement is English composition. Teachers have too often thought of English composition as consisting of spelling, punctuation, capitalization, and the like, and have ignored the quality of the composition itself in their attention to these formal elements. A scale for measuring English composition derived by Dr. M.B. Hillegas,[26] consisting of sample compositions of values ranging from 0 to 9.37, will enable the teacher to tell just how many pupils in the class are writing each different quality of composition. The use of such a scale will tend to make both teacher and pupil critical of the work which is being done not only with respect to the formal elements, but also with respect to the style or adequacy of the expression of the ideas which the writer seeks to convey. Probably in no other field has the teacher been so apt to derive his standard from the performance of the class as in work in composition. Even though some teachers find it difficult to evaluate the work of their pupils in terms of the sample compositions given on the scale, much good must come, it seems to the writer, from the attempt to grade compositions by such an objective scale. If such measurements are made two or three times during the year, the performance of individual pupils and of the class will be indicated much more certainly than is the case when teachers feel that they are getting along well without any definite assurance of the amount of their improvement.
In one large school system in which the writer was permitted to have the principals measure compositions collected from the sixth and the eighth grades, it was discovered that almost no progress in the quality of composition had been accomplished during these two years. This lack of achievement upon the part of children was not, in the opinion of the writer, due to any lack of conscientious work upon the part of teachers, but, rather, developed out of a situation in which the whole of composition was thought of in terms of the formal elements mentioned above. The Hillegas scale, together with the values assigned to each of the samples, is given below.
A SCALE FOR THE MEASUREMENT OF THE QUALITY OF ENGLISH COMPOSITION
BY MILO B. HILLEGAS
VALUE 0. Artificial sample
Letter
Dear Sir: I write to say that it aint a square deal Schools is I say they is I went to a school. red and gree green and brown aint it hito bit I say he don't know his business not today nor yeaterday and you know it and I want Jennie to get me out.
VALUE 183. Artificial sample
My Favorite Book
the book I refer to read is Ichabod Crane, it is an grate book and I like to rede it. Ichabod Crame was a man and a man wrote a book and it is called Ichabod Crane i like it because the man called it ichabod crane when I read it for it is such a great book.
VALUE 260. Artificial sample
The Advantage of Tyranny
Advantage evils are things of tyranny and there are many advantage evils. One thing is that when they opress the people they suffer awful I think it is a terrible thing when they say that you can be hanged down or trodden down without mercy and the tyranny does what they want there was tyrans in the revolutionary war and so they throwed off the yok.
VALUE 369. Written by a boy in the second year of the high school, aged 14 years
Sulla as a Tyrant
When Sulla came back from his conquest Marius had put himself consul so sulla with the army he had with him in his conquest siezed the government from Marius and put himself in consul and had a list of his enemys printy and the men whoes names were on this list we beheaded.
VALUE 474. Written by a girl in the third year of the high school, aged 17 years
De Quincy
First: De Quincys mother was a beautiful women and through her De Quincy inhereted much of his genius.
His running away from school enfluenced him much as he roamed through the woods, valleys and his mind became very meditative.
The greatest enfluence of De Quincy's life was the opium habit. If it was not for this habit it is doubtful whether we would now be reading his writings.
His companions during his college course and even before that time were great enfluences. The surroundings of De Quincy were enfluences. Not only De Quincy's habit of opium but other habits which were peculiar to his life.
His marriage to the woman which he did not especially care for.
The many well educated and noteworthy friends of De Quincy.
VALUE 585. Written by a boy in the fourth year of the high school, aged 16 years
Fluellen
The passages given show the following characteristic of Fluellen: his inclination to brag, his professed knowledge of History, his complaining character, his great patriotism, pride of his leader, admired honesty, revengeful, love of fun and punishment of those who deserve it.
VALUE 675. Written by a girl in the first year of the high school, aged 18 years
Ichabod Crane
Ichabod Crane was a schoolmaster in a place called Sleepy Hollow. He was tall and slim with broad shoulders, long arms that dangled far below his coat sleeves. His feet looked as if they might easily have been used for shovels. His nose was long and his entire frame was most loosely hung together.
VALUE 772. Written by a boy in the third year of the high school, aged 16 years
Going Down with Victory
As we road down Lombard Street, we saw flags waving from nearly every window. I surely felt proud that day to be the driver of the gaily decorated coach. Again and again we were cheered as we drove slowly to the postmasters, to await the coming of his majestie's mail. There wasn't one of the gaily bedecked coaches that could have compared with ours, in my estimation. So with waving flags and fluttering hearts we waited for the coming of the mail and the expected tidings of victory.
When at last it did arrive the postmaster began to quickly sort the bundles, we waited anxiously. Immediately upon receiving our bundles, I lashed the horses and they responded with a jump. Out into the country we drove at reckless speed—everywhere spreading like wildfire the news, "Victory!" The exileration that we all felt was shared with the horses. Up and down grade and over bridges, we drove at breakneck speed and spreading the news at every hamlet with that one cry "Victory!" When at last we were back home again, it was with the hope that we should have another ride some day with "Victory."
VALUE 838. Written by a boy in the Freshman class in college
Venus of Melos
In looking at this statue we think, not of wisdom, or power, or force, but just of beauty. She stands resting the weight of her body on one foot, and advancing the other (left) with knee bent. The posture causes the figure to sway slightly to one side, describing a fine curved line. The lower limbs are draped but the upper part of the body is uncovered. (The unfortunate loss of the statue's arms prevents a positive knowledge of its original attitude.) The eyes are partly closed, having something of a dreamy langour. The nose is perfectly cut, the mouth and chin are moulded in adorable curves. Yet to say that every feature is of faultless perfection is but cold praise. No analysis can convey the sense of her peerless beauty.
VALUE 937. Written by a boy in the Freshman class in college
A Foreigner's Tribute to Joan of Arc
Joan of Arc, worn out by the suffering that was thrust upon her, nevertheless appeared with a brave mien before the Bishop of Beauvais. She knew, had always known that she must die when her mission was fulfilled and death held no terrors for her. To all the bishop's questions she answered firmly and without hesitation. The bishop failed to confuse her and at last condemned her to death for heresy, bidding her recant if she would live. She refused and was lead to prison, from there to death.
While the flames were writhing around her she bade the old bishop who stood by her to move away or he would be injured. Her last thought was of others and De Quincy says, that recant was no more in her mind than on her lips. She died as she lived, with a prayer on her lips and listening to the voices that had whispered to her so often.
The heroism of Joan of Arc was wonderful. We do not know what form her great patriotism took or how far it really led her. She spoke of hearing voices and of seeing visions. We only know that she resolved to save her country, knowing though she did so, it would cost her her life. Yet she never hesitated. She was uneducated save for the lessons taught her by nature. Yet she led armies and crowned the dauphin, king of France. She was only a girl, yet she could silence a great bishop by words that came from her heart and from her faith. She was only a woman, yet she could die as bravely as any martyr who had gone before.
The following compositions have been evaluated by Professor Thorndike, and may be used to supplement the scale given above.
VALUE 13
Last Monday the house on the corner of Jay street was burned down to the ground and right down by Mrs. brons house there is a little child all alone and there is a bad man sleeping in the seller, but we have a wise old monkey in the coal ben so the parents are thankful that they don't have to pay any reward.
VALUE 20
Some of the house burned and the children were in bed and there were four children and the lady next store broke the door in and went up stars and woke the peple up and whent out of the house when they moved and and the girl was skard to look out of the window and all the time thouhth that she saw a flame.
And the wise monkey reward from going to the firehouse and jumping all round and was thankful from his reward and was thankful for what he got. $15. was his reward.
VALUE 30
A long time ago, I do not know, how long but a man and a woman and a little boy lived together also a monkey a pet for the little boy it happened that the man and the woman were out, and the monkey and little boy, and the house started to burn, and the monkey took the little boys hand, and, went out.
The father had come home and was glad that the monkey had saved his little boy.
And that, monkey got a reward.
VALUE 40
Once upon a time a woman went into a dark room and lit a match. She dropped it on the floor and it of course set the house afire.
She jumped out of the window and called her husband to come out too.
They both forgot all about the baby. All of a sudden he appeared in the window calling his mother.
His father had gone next door to tel afone to the fire house.
They had a monkey in the house at the time and he heard the child calling his mother.
He had a plan to save the baby.
He ran to the window where he was standing. He put his tail about his waist and jumped off the window sill with the baby in his tail.
When the people were settled again they gave him a silver collar as a reward.
VALUE 50
A University out west, I cannot remember the name, is noted for its hazing, and this is what the story is about. It is the hazing of a freshman. There was a freshman there who had been acting as if he didn't respect his upper class men so they decided to teach him a lesson. The student brought before the Black Avenger's which is a society in all college to keep the freshman under there rules so they desided to take him to the railrode track and tie him to the rails about two hours before a train was suspected and leave him there for about an hour, which was a hour before the 9.20 train was expected. The date came that they planned this hazing for so the captured the fellow blindfolded him and lead him to the rail rode tracks, where they tied him.
VALUE 60
I should like to see a picture, illustrating a part of L'allegro. Where the godesses of Mirth and Liberty trip along hand in hand. Two beautiful girls dressed in flowing garments, dancing along a flowerstrewn path, through a pretty garden. Their hair flowing down in long curls. Their countenances showing their perfect freedom and happiness. Their arms extended gracefully smelling some sweet flower. In my mind this would make a beautiful picture.
VALUE 70
It was between the dark and the daylight when far away could be seen the treacherous wolves skulking over the hills. We sat beside our campfires and watched them for awhile. Sometimes a few of them would howl as if they wanted to get in our camp. Then, half discouraged, they would walk away and soon there would be others doing the same thing. They were afraid to come near because of the fires, which were burning brightly. I noticed that they howled more between the dark and the daylight than at any time of the night.
VALUE 80
The sun was setting, giving a rosy glow to all the trees standing tall black against the faintly tinted sky. Blue, pink, green, yellow, like a conglomeration of paints dropped carelessly onto a pale blue background. The trees were in such great number that they looked like a mass of black crepe, each with its individual, graceful form in view. The lake lay smooth and unruffled, dimly reflecting the beautiful coloring of the sky. The wind started madly up and blew over the lake's glassy surface making mysterious murmurings blending in with the chirping songs of the birds blew through the tree tops setting the leaves rustling and whispering to one another. A squirrel ran from his perch chattering, to the lofty branches—a far and distant hoot echoed in the silence, and soon night, over all came stealing, blotting out the scenery and wrapping all in restful, mysterious darkness.
VALUE 90
Oh that I had never heard of Niagara till I beheld it! Blessed were the wanderers of old, who heard its deep roar, sounding through the woods, as the summons to an unknown wonder, and approached its awful brink, in all the freshness of native feeling. Had its own mysterious voice been the first to warn me of its existence, then, indeed, I might have knelt down and worshipped. But I had come thither, haunted with a vision of foam and fury, and dizzy cliffs, and an ocean tumbling down out of the sky—a scene, in short, which nature had too much good taste and calm simplicity to realize. My mind had struggled to adapt these false conceptions to the reality, and finding the effort vain, a wretched sense of disappointment weighed me down. I climbed the precipice, and threw myself on the earth feeling that I was unworthy to look at the Great Falls, and careless about beholding them again.
A scale for measuring English composition in the eighth grade, which takes account of different types of composition, such as narration, description, and the like, has been developed by Dr. Frank W. Ballou, of Boston.[27] For those interested in the following up of the problem of English composition this scale will prove interesting and valuable.
Several scales have been developed for the measurement of the ability of children in reading. Among them may be mentioned the scale derived by Professor Thorndike for measuring the understanding of sentences.[28] This scale calls attention to that element in reading which is possibly the most important of them all, that is, the attempt to get meanings. We are all of us, for the most part, concerned not primarily with giving expression through oral reading, but, rather, in getting ideas from the printed page. A sample of this scale is given on the following page.
* * * * *
SCALE ALPHA. FOR MEASURING THE UNDERSTANDING OF SENTENCES
Write your name here............................... Write your age.............years............months.
SET a
Read this and then write the answers. Read it again as often as you need to.
John had two brothers who were both tall. Their names were Will and Fred. John's sister, who was short, was named Mary. John liked Fred better than either of the others. All of these children except Will had red hair. He had brown hair.
1. Was John's sister tall or short?..................... 2. How many brothers had John?.......................... 3. What was his sister's name?..........................
SET b
Read this and then write the answers. Read it again as often as you need to.
Long after the sun had set, Tom was still waiting for Jim and Dick to come. "If they do not come before nine o'clock," he said to himself, "I will go on to Boston alone." At half past eight they came bringing two other boys with them. Tom was very glad to see them and gave each of them one of the apples he had kept. They ate these and he ate one too. Then all went on down the road.
1. When did Jim and Dick come?................................... 2. What did they do after eating the apples?..................... 3. Who else came besides Jim and Dick?........................... 4. How long did Tom say he would wait for them?.................. 5. What happened after the boys ate the apples?..................
SET c
Read this and then write the answers. Read it again as often as you need to.
It may seem at first thought that every boy and girl who goes to school ought to do all the work that the teacher wishes done. But sometimes other duties prevent even the best boy or girl from doing so. If a boy's or girl's father died and he had to work afternoons and evenings to earn money to help his mother, such might be the case. A good girl might let her lessons go undone in order to help her mother by taking care of the baby.
1. What are some conditions that might make even the best boy leave school work unfinished?............................................ ................................................................... 2. What might a boy do in the evenings to help his family?......... 3. How could a girl be of use to her mother?....................... 4. Look at these words: idle, tribe, inch, it, ice, ivy, tide, true, tip, top, tit, tat, toe.
Cross out every one of them that has an i and has not any t (T) in it.
SET d
Read this and then write the answers. Read it again as often as you need to.
It may seem at first thought that every boy and girl who goes to school ought to do all the work that the teacher wishes done. But sometimes other duties prevent even the best boy or girl from doing so. If a boy's or girl's father died and he had to work afternoons and evenings to earn money to help his mother, such might be the case. A good girl might let her lessons go undone in order to help her mother by taking care of the baby.
1. What is it that might seem at first thought to be true, but really is false? .......................................................................
2. What might be the effect of his father's death upon the way a boy spent his time?................................................................. 3. Who is mentioned in the paragraph as the person who desires to have all lessons completely done?.............................................. .......................................................................
4. In these two lines draw a line under every 5 that comes just after a 2, unless the 2 comes just after a 9. If that is the case, draw a line under the next figure after the 5:
5 3 6 2 5 4 1 7 4 2 5 7 6 5 4 9 2 5 3 8 6 1 2 5 4 7 3 5 2 3 9 2 5 8 4 7 9 2 5 6 1 2 5 7 4 8 5 6
* * * * *
Many tests have been devised which have been thought to have more general application than those which have been mentioned above for the particular subjects. One of the most valuable of these tests, called technically a completion test, is that derived by Dr. M.R. Trabue.[29] In these tests the pupil is asked to supply words which are omitted from the printed sentences. It is really a test of his ability to complete the thought when only part of it is given. Dr. Trabue calls his scales language scales. It has been found, however, that ability of this sort is closely related to many of the traits which we consider desirable in school children. It would therefore be valuable, provided always that children have some ability in reading, to test them on the language scale as one of the means of differentiating among those who have more or less ability. The scores which may be expected from different grades appear in Dr. Trabue's monograph. Three separate scales follow.
* * * * *
Write only one word on each blank Time Limit: Seven minutes NAME ..........................
TRABUE LANGUAGE SCALE B
1. We like good boys................girls. 6. The................is barking at the cat. 8. The stars and the................will shine tonight. 22. Time................often more valuable................money. 23. The poor baby................as if it.....................sick. 31. She................if she will. 35. Brothers and sisters ................ always ................ to help..............other and should................quarrel. 38. ................ weather usually................ a good effect ................ one's spirits. 48. It is very annoying to................................toothache, ................often comes at the most................time imaginable. 54. To................friends is always................the........ it takes.
Write only one word on each blank Time Limit: Seven minutes NAME..........................
TRABUE LANGUAGE SCALE D
4. We are going................school. 76. I................to school each day. 11. The................plays................her dolls all day. 21. The rude child does not................many friends. 63. Hard................makes................tired. 27. It is good to hear................voice....................... ..........friend. 71. The happiest and................contented man is the one........ ........lives a busy and useful................. 42. The best advice................usually................obtained ................one's parents. 51.................things are................ satisfying to an ordinary ................than congenial friends. 84.................a rule one................association.......... friends.
Write only one word on each blank Time Limit: Five minutes NAME ............................
TRABUE LANGUAGE SCALE J
20. Boys and................soon become................and women. 61. The................are often more contented.............. the rich. 64. The rose is a favorite................ because of................ fragrance and................. 41. It is very................ to become................acquainted ................persons who................timid. 93. Extremely old..................sometimes..................almost as .................. care as ................... 87. One's................in life................upon so............ factors ................ it is not ................ to state any single................for................ failure. 89. The future................of the stars and the facts of............ history are................now once for all,................I like them................not.
* * * * *
Other standard tests and scales of measurement have been derived and are being developed. The examples given above will, however, suffice to make clear the distinction between the ordinary type of examination and the more careful study of the achievements of children which may be accomplished by using these measuring sticks. It is important for any one who would attempt to apply these tests to know something of the technique of recording results.
In the first place, the measurement of a group is not expressed satisfactorily by giving the average score or rate of achievement of the class. It is true that this is one measure, but it is not one which tells enough, and it is not the one which is most significant for the teacher. It is important whenever we measure children to get as clear a view as we can of the whole situation. For this purpose we want not primarily to know what the average performance is, but, rather, how many children there are at each level of achievement. In arithmetic, for example, we want to know how many there are who can do none of the Courtis problems in addition, or how many there are who can do the first six on the Woody test, how many can do seven, eight, and so on. In penmanship we want to know how many children there are who write quality eight, or nine, or ten, or sixteen, or seventeen, as the case may be. The work of the teacher can never be accomplished economically except as he gives more attention to those who are less proficient, and provides more and harder work for those who are capable, or else relieves the able members of the class from further work in the field. It will be well, therefore, to prepare, for the sake of comparing grades within the same school or school system, or for the sake of preparing the work of a class at two different times during the year, a table which shows just how many children there are in the group who have reached each level of achievement. Such tables for work in composition for a class at two different times, six months apart, appear as follows:
DISTRIBUTION OF COMPOSITION SCORES FOR A SEVENTH GRADE
====================================== NUMBER OF CHILDREN +  NOVEMBER FEBRUARY + +  Rated at 0 0 0 1.83 1 1 2.60 6 4 3.69 12 6 4.74 8 11 5.85 3 4 6.75 1 3 7.72 1 2 8.38 0 1 9.37 0 0 ======================================
A study of such a distribution would show not only that the average performance of the class has been raised, but also that those in the lower levels have, in considerable measure, been brought up; that is, that the teacher has been working with those who showed less ability, and not simply pushing ahead a few who had more than ordinary capacity. It would be possible to increase the average performance by working wholly with the upper half of the class while neglecting those who showed less ability. From a complete distribution, as has been given above, it has become evident that this has not been the method of the teacher. He has sought apparently to do everything that he could to improve the quality of work upon the part of all of the children in the class.
It is very interesting to note, when such complete distributions are given, how the achievement of children in various classes overlaps. For example, the distribution of the number of examples on the Courtis tests, correctly finished in a given time by pupils in the seventh grades, makes it clear that there are children in the fifth grade who do better than many in the eighth.
THE DISTRIBUTION OF THE NUMBER OF EXAMPLES CORRECTLY FINISHED IN THE GIVEN TIME BY PUPILS IN THE SEVERAL GRADES
=================================================================== ADDITION SUBTRACTION No. OF + No. OF EXAMPLES GRADES EXAMPLES GRADES FINISHED 5 6 7 8 FINISHED 5 6 7 8 + + + + + + + + +  0 12 15 5 4 0 6 2 2 1 26 23 14 9 1 5 6 2 1 2 27 31 8 6 2 7 8 1 3 31 27 27 9 3 13 21 3 1 4 25 28 19 16 4 21 18 13 2 5 16 23 16 15 5 26 30 12 7 6 15 22 12 12 6 17 27 15 9 7 1 11 8 9 7 15 27 18 9 8 3 4 6 11 8 15 20 12 12 9 1 2 3 8 9 10 13 9 12 10 6 10 8 6 13 11 11 1 11 6 2 3 12 12 1 2 12 3 1 7 9 13 13 2 2 3 5 14 14 1 1 3 7 15 2 15 2 3 16 1 16 1 2 17 17 1 1 18 18 1 19 19 4 20 20 2 21 21 1 22 22 + + + + + + + + +  Total papers 157 86 119 111 155 185 119 111 ===================================================================
THE DISTRIBUTION OF THE NUMBER OF EXAMPLES CORRECTLY FINISHED IN THE GIVEN TIME BY PUPILS IN THE SEVERAL GRADES
======================================================================= MULTIPLICATION DIVISION No. of GRADES No. of GRADES Examples  Examples  Finished 5 6 7 8 Finished 5 6 7 8 + + + + + + 0 . . . 10 4 0 . . . 17 7 1 1 . . . 10 4 3 1 . . . 19 17 2 1 2 . . . 19 20 5 1 2 . . . 18 22 8 4 3 . . . 21 17 11 5 3 . . . 21 26 6 2 4 . . . 28 31 16 3 4 . . . 25 27 8 6 5 . . . 26 34 12 13 5 . . . 21 27 11 7 6 . . . 24 27 13 13 6 . . . 9 15 12 4 7 . . . 9 20 16 10 7 . . . 10 15 16 18 8 . . . 5 14 21 19 8 . . . 6 7 20 9 9 . . . 3 9 11 13 9 . . . 4 7 11 6 10 . . . 4 6 10 10 . . . 4 9 7 13 11 . . . 1 2 9 11 . . . 1 3 3 7 12 . . . 2 6 12 . . . 2 10 10 13 . . . 1 3 13 . . . 2 10 14 . . . 3 14 . . . 1 1 4 15 . . . 15 . . . 1 2 9 16 . . . 1 16 . . . 2 17 . . . 17 . . . 4 18 . . . 1 18 . . . 2 19 . . . 1 19 . . . 1 20 . . . 20 . . . 1 21 . . . 21 . . . 1 22 . . . 22 . . . + + + + + + +  Total Papers 156 184 119 111 156 187 118 111 =======================================================================
If the tests had been given in the fourth or the third grade, it would have been found that there were children, even as low as the third grade, who could do as well or better than some of the children in the eighth grade. Such comparisons of achievements among children in various subjects ought to lead at times to reorganizations of classes, to the grouping of children for special instruction, and to the rapid promotion of the more capable pupils.
In many of these measurements it will be found helpful to describe the group by naming the point above and below which half of the cases fall. This is called the median. Because of the very common use of this measure in the current literature of education, it may be worth while to discuss carefully the method of its derivation.[30]
[31]The median point of any distribution of measures is that point on the scale which divides the distribution into two exactly equal parts, one half of the measures being greater than this point on the scale, and the other half being smaller. When the scales are very crude, or when small numbers of measurements are being considered, it is not worth while to locate this median point any more accurately than by indicating on what step of the scale it falls. If the measuring instrument has been carefully derived and accurately scaled, however, it is often desirable, especially where the group being considered is reasonably large, to locate the exact point within the step on which the median falls. If the unit of the scale is some measure of the variability of a defined group, as it is in the majority of our present educational scales, this median point may well be calculated to the nearest tenth of a unit, or, if there are two hundred or more individual measurements in the distribution, it may be found interesting to calculate the median point to the nearest hundredth of a scale unit. Very seldom will anything be gained by carrying the calculation beyond the second decimal place.
The best rule for locating the median point of a distribution is to take as the median that point on the scale which is reached by counting out one half of the measures, the measures being taken in the order of their magnitude. If we let n stand for the number of measures in the distribution, we may express the rule as follows: Count into the distribution, from either end of the scale, a distance covered by *n/2 measures. For example, if the distribution contains 20 measures, the median is that point on the scale which marks the end of the 10th and the beginning of the 11th measure. If there are 39 measures in the distribution, the median point is reached by counting out 191/2 of the measures; in other words, the median of such a distribution is at the midpoint of that fraction of the scale assigned to the 20th measure.
The median step of a distribution is the step which contains within it the median point. Similarly, the median measure in any distribution is the measure which contains the median point. In a distribution containing 25 measures, the 13th measure is the median measure, because 12 measures are greater and 12 are less than the 13th, while the 13th measure is itself divided into halves by the median point. Where a distribution contains an even number of measures, there is in reality no median measure but only a median point between the two halves of the distribution. Where a distribution contains an uneven number of measures, the median measure is the (n+1)/2 measurement, at the midpoint of which measure is the median point of the distribution.
Much inaccurate calculation has resulted from misguided attempts to secure a median point with the formula just given, which is applicable only to the location of the median measure. It will be found much more advantageous in dealing with educational statistics to consider only the median point, and to use only the n/2 formula given in a previous paragraph, for practically all educational scales are or may be thought of as continuous scales rather than scales composed of discrete steps.
The greatest danger to be guarded against in considering all scales as continuous rather than discrete, is that careless thinkers may refine their calculations far beyond the accuracy which their original measurements would warrant. One should be very careful not to make such unjustifiable refinements in his statement of results as are often made by young pupils when they multiply the diameter of a circle, which has been measured only to the nearest inch, by 3.1416 in order to find the circumference. Even in the ordinary calculation of the average point of a series of measures of length, the amateur is sometimes tempted, when the number of measures in the series is not contained an even number of times in the sum of their values, to carry the quotient out to a larger number of decimal places than the original measures would justify. Final results should usually not be refined far beyond the accuracy of the original measures.
It is of utmost importance in calculating medians and other measures of a distribution to keep constantly in mind the significance of each step on the scale. If the scale consists of tasks to be done or problems to be solved, then "doing 1 task correctly" means, when considered as part of a continuous scale, anywhere from doing 1.0 up to doing 2.0 tasks. A child receives credit for "2 problems correct" whether he has just barely solved 2.0 problems or has just barely fallen short of solving 3.0 problems. If, however, the scale consists of a series of productions graduated in quality from very poor to very good, with which series other productions of the same sort are to be compared, then each sample on the scale stands at the middle of its "step" rather than at the beginning.
The second kind of scale described in the foregoing paragraph may be designated as "scales for the quality of products," while the other variety may be called "scales for magnitude of achievement." In the one case, the child makes the best production he can and measures its quality by comparing it with similar products of known quality on the scale. Composition, handwriting, and drawing scales are good examples of scales for quality of products. In the other case, the scales are placed in the hands of the child at the very beginning, and the magnitude of his achievement is measured by the difficulty or number of tasks accomplished successfully in a given time. Spelling, arithmetic, reading, language, geography, and history tests are examples of scales for quantity of achievement.
Scores tend to be more accurate on the scales for magnitude of achievement, because the judgment of the examiner is likely to be more accurate in deciding whether a response is correct or incorrect than it is in deciding how much quality a given product contains. This does not furnish an excuse for failing to employ the qualityofproducts scales, however, for the qualities they measure are not measurable in terms of the magnitude of tasks performed. The fact appears, however, that the method of employing the qualityofproducts scales is "by comparison" (of child's production with samples reproduced on the scale), while the method of employing the magnitudeofachievement scales is "by performance" (of child on tasks of known difficulty).
In this connection it may be well to take one of the scales for quality of products and outline the steps to be followed in assigning scores, making tabulations, and finding the medians of distributions of scores.
When the Hillegas scale is employed in measuring the quality of English composition, it will be advisable to assign to each composition the score of that sample on the scale to which it is nearest in merit or quality. While some individuals may feel able to assign values intermediate to those appearing on the Hillegas scale, the majority of those persons who use this scale will not thereby obtain a more accurate result, and the assignment of such intermediate values will make it extremely difficult for any other person to make accurate use of the results. To be exactly comparable, values should be assigned in exactly the same manner.
The best result will probably be obtained by having each composition rated several times, and if possible, by a number of different judges, the paper being given each time that value on the Hillegas scale to which it seems nearest in quality. The final mark for the paper should be the median score or step (not the median point or the average point) of all the scores assigned. For example, if a paper is rated five times, once as in step number five (5.85), twice as in step number six (6.75), and twice as in step number seven (7.72), it should be given a final mark indicating that it is a number six (6.75) paper.
After each composition has been assigned a final mark indicating to what sample on the Hillegas scale it is most nearly equal in quality, proceed as follows:
Make a distribution of the final marks given to the individual papers, showing how many papers were assigned to the zero step on the scale, how many to step number one, how many to step number two, and so on for each step of the scale. We may take as an example the distribution of scores made by the pupils of the eighth grade at Butte, Montana, in May, 1914.
No. of papers 1 9 32 39 43 22 6 2 Rated at 0 1 2 3 4 5 6 7 8 9
All together there were 154 papers from the eighth grade, so that if they were arranged in order according to their merit we might begin at the poorest and count through 77 of them (n/2 = 154/2 = 77) to find the median point, which would lie between the 77th and the 78th in quality. If we begin with the 1 composition rated at 0 and count up through the 9 rated at 1 and the 32 rated at 2 in the above distribution, we shall have counted 42. In order to count out 77 cases, then, it will be necessary to count out 35 of the 39 cases rated at 3.
Now we know (if the instructions given above have been followed) that the compositions rated at 3 were so rated by virtue of the fact that the judges considered them nearer in quality to the sample valued at 3.69 than to any other sample on the scale. We should expect, then, to find that some of those rated at 3 were only slightly nearer to the sample valued at 3.69 than they were to the sample valued at 2.60, while others were only slightly nearer to 3.69 than they were to 4.74. Just how the 39 compositions rated on 3 were distributed between these two extremes we do not know, but the best single assumption to make is that they are distributed at equal intervals on step 3. Assuming, then, that the papers rated at 3 are distributed evenly over that step, we shall have covered .90 (35/39 = .897 = .90) of the entire step 3 by the time we have counted out 35 of the 39 papers falling on this step.
It now becomes necessary to examine more closely just what are the limits of step 3. It is evident from what has been said above that 3.69 is the middle step 3 and that step 3 extends downward from 3.69 halfway to 2.60, and upward from 3.69 halfway to 4.74. The table given below shows the range and the length of each step in the Hillegas Scale for English Composition.
THE HILLEGAS SCALE FOR ENGLISH COMPOSITION
====================================================== STEP No. VALUE or SAMPLE RANGE OF STEP LENGTH OF STEP + + + 0. . . . 0 0 .91[32] .91 1. . . . 1.83 .922.21 1.30 2. . . . 2.60 2.223.14 .93 3. . . . 3.69 3.154.21 1.07 4. . . . 4.74 4.225.29 1.08 5. . . . 5.85 5.306.30 1.00 6. . . . 6.75 6.307.23 .93 7. . . . 7.72 7.248.05 .81 8. . . . 8.38 8.058.87 .82 9. . . . 9.37 8.88 ======================================================
From the above table we find that step 3 has a length of 1.07 units. If we count out 35 of the 39 papers, or, in other words, if we pass upward into the step .90 of the total distance (1.07 units), we shall arrive at a point .96 units (.90 x 1.07 = .96) above the lower limit of step 3, which we find from the table is 3.15. Adding .96 to 3.15 gives 4.11 as the median point of this eighth grade distribution.
The median and the percentiles of any distribution of scores on the Hillegas scale may be determined in a manner similar to that illustrated above, if the scores are assigned to the individual papers according to the directions outlined above.
A similar method of calculation is employed in discovering the limits within which the middle fifty per cent of the cases fall. It often seems fairer to ask, after the upper twentyfive per cent of the children who would probably do successful work even without very adequate teaching have been eliminated, and the lower twentyfive per cent who are possibly so lacking in capacity that teaching may not be thought to affect them very largely have been left out of consideration, what is the achievement of the middle fifty per cent. To measure this achievement it is necessary to have the whole distribution and to count off twentyfive per cent, counting in from the upper end, and then twentyfive per cent, counting in from the lower end of the distribution. The points found can then be used in a statement in which the limits within which the middle fifty per cent of the cases fall. Using the same figures that are given above for scores in English composition, the lower limit is 2.64 and the limit which marks the point above which the upper twentyfive per cent of the cases are to be found is 5.08. The limits, therefore, within which the middle fifty per cent of the cases fall are from 2.64 to 5.08.
It is desirable to measure the relationship existing between the achievements (or other traits) of groups. In order to express such relationship in a single figure the coefficient or correlation is used. This measure appears frequently in the literature of education and will be briefly explained. The formula for finding the coefficient of correlation can be understood from examples of its application.
Let us suppose a group of seven individuals whose scores in terms of problems solved correctly and of words spelled correctly are as follows:[33]
====================================== INDIVIDUALS No. OF No. OF WORDS MEASURED PROBLEMS SPELLED CORRECTLY CORRECTLY   A 1 2 B 2 4 C 3 6 D 4 8 E 5 10 F 6 12 G 7 14 ======================================
From such distributions it would appear that as individuals increase in achievement in one field they increase correspondingly in the other. If one is below or above the average in achievement in one field, he is below or above and in the same degree in the other field. This sort of positive relationship (going together) is expressed by a coefficient of +1. The formula is expressed as follows:
(Sum x . y) r = ——————————————— (sqrt(Sum x^2))(sqrt(Sum y^2))
Here r = coefficient of correlation.
x = deviations from average score in arithmetic (or difference between score made and average score).
y = deviations from average score in spelling.
Sum = is the sign commonly used to indicate the algebraic sum (i.e. the difference between the sum of the minus quantities and the plus quantities).
x . y = products of deviation in one trait multiplied by deviation in the other trait with appropriate sign.
Applying the formula we find: =================================================================== ARITH SPEL METIC x x^2 LING y y^2 x.y      A 1 3 9 2 6 36 +18 B 2 2 4 4 4 16 +8 C 3 1 1 6 2 4 +2 D 4 0 0 8 0 E 5 +1 1 10 +2 4 +2 F 6 +2 4 12 +4 16 +8 G 7 +3 9 14 +6 36 +18 _ _ _ _ _ 7 28 Sum x^2 = 28 7 56 Sum y^2 = 112 Sum x.y = +56 Av. =4 Av. =8 =================================================================== Sum x . y +56 +56 r = =  = = +1 (sqrt(Sum x^2)(sqrt(Sum y^2) (sqrt(28))(sqrt(112)) 56
If instead of achievement in one field being positively related (going together) in the highest possible degree, these individuals show the opposite type of relationship, i.e., the maximum negative relationship (this might be expressed as opposition—a place above the average in one achievement going with a correspondingly great deviation below the average in the other achievement), then our coefficient becomes 1. Applying the formula:
=================================================================== ARITH SPEL METIC x x^2 LING y y^2 x*y      A 1 3 9 14 +6 36 18 B 2 2 4 12 +4 16 8 C 3 1 2 10 +2 4 2 D 4 0 8 0 E 5 +1 2 6 2 4 2 F 6 +2 4 4 4 16 8 G 7 +3 9 2 6 36 18 _ _ _ _ _ 7 28 Sum x^2 = 28 7 56 Sum y^2 = 112 Sum x.y = 56 Av. =4 Av. =8 ===================================================================
It will be observed that in this case each plus deviation in one achievement is accompanied by a minus deviation for the other trait; hence, all of the products of x and y are minus quantities. (A plus quantity multiplied by a plus quantity or a minus quantity multiplied by a minus quantity gives us a plus quantity as the product, while a plus quantity multiplied by a minus quantity gives us a minus quantity as the product.)
(Sum x.y) 56 56 r = ——————————————— = ————————— = —— = 1. (sqrt(Sum x^2))(sqrt(Sum y^2)) (sqrt(28)sqrt(112)) = 56
If there is no relationship indicated by the measures of achievements which we have found, then the coefficient of correlation becomes 0. A distribution of scores which suggests no relationship is as follows:
================================================================= ARITH METIC x x^2 Spelling y y^2 x.y + + + + + + +  + A 2 2 4 12 +4 16 8 +6 B 1 3 9 8 0 0 +4 C 4 0 2 6 36 0 +4 D 5 +1 1 14 +6 36 6 E 3 1 1 4 4 16 14 +14 F 7 +3 9 6 2 4 G 6 +2 4 10 +2 4 28 Sum x^2=28 7 56 Sum y^2=112 x.y=0 AV.=4 AV.=8 ===================================================================
(Sum x.y) 0 r = —————————————— = ————————— = 0. (sqrt(Sum x^2)sqrt(Sum y^2)) (sqrt(28)sqrt(112))
In a similar manner, when the relationship is largely positive as would be indicated by a displacement of each score in the series by one step from the arrangement which gives a +1 coefficient, the coefficient will approach unity in value.
=============================================================== ARITHMETIC x x^2 SPELLING y y^2   A 1 3 9 4 4 16 12 B 2 2 4 2 6 36 + 12 C 3 1 1 8 0 + 4 D 4 0 6 2 4 + 4 E 5 +1 1 12 4 16 18 F 6 +2 4 10 +2 4 Sx.y=50 G 7 +3 9 14 +6 36 Av. =4 Sum x^2 =28 Av. = 8 Sum y^2= 112 ===============================================================
Sum x.y +50 r= ————————————— = —— = +.89. sqrt(Sum x^2)sqrt(Sum y^2) 56
Other illustrations might be given to show how the coefficient varies from + 1, the measure of the highest positive relationship (going together) through 0 to 1, the measure of the largest negative relationship (opposition). A relationship between traits which we measure as high as +.50 is to be thought of as quite significant. It is seldom that we get a positive relationship as large as +.50 when we correlate the achievements of children in school work. A relationship measured by a coefficient of +.15 may not be considered to indicate any considerable positive or negative relationship. The fact that relationships among the achievements of children in school subjects vary from +.20 to +.60 is a clear indication of the fact that abilities of children are variable, or, in other words, achievement in one subject does not carry with it an exactly corresponding great or little achievement in another subject. That there is some positive relationship, i.e., that able pupils tend on the whole to show allround ability and the less able or weak in one subject tend to show similar lack of strength in other subjects, is also indicated by these positive coefficients.
QUESTIONS
1. Calculate the median point in the following distribution of eighthgrade composition scores on the Hillegas scale.
Quality 0 18 26 37 47 58 67 Frequency 2 68 73 3
2. Calculate the median point in the following distribution of thirdgrade scores on the Woody subtraction scale.
No. problems 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 Frequency 2 2 2 3 3 5 4 5 8 16 16 16 23 20 21 11 22 11 2
22 23 24 + 1
3. Compare statistically the achievements of the children in two eighthgrade classes whose scores on the Courtis addition tests were as follows:
Class A—6, 5, 8, 9, 7, 10, 13, 4, 8, 7, 8, 7, 6, 8, 15, 6, 7, 0, 6, 9, 5, 8, 7, 10, 8, 4, 7, 8, 6, 9, 5, 7, 2, 6, 8, 5, 7, 8, 7, 8, 5, 8, 10, 6, 3, 6, 8, 17, 5, 7.
Class B—10, 4, 8, 13, 11, 9, 8, 10, 7, 9, 11, 10, 18, 7, 12, 9, 10, 8, 11, 10, 12, 9, 2, 11, 8, 10, 9, 14, 11, 7, 10, 12, 10, 6, 11, 8, 10, 9, 10, 17, 8, 11, 9, 7, 9, 11, 8, 12, 9, 13.
4. If the marks received in algebra and in geometry by a group of high school pupils were as given below, what relationship is indicated by the coefficient of correlation?
GEOMETRY ALGEBRA MARKS MARKS 1. 80 60 2. 68 73 3. 65 80 4. 96 80 5. 59 62 6. 75 65 7. 90 75 8. 86 90 9. 52 63 10. 70 55 11. 63 54 12. 85 95 13. 93 90 14. 87 70 15. 82 68 16. 79 75 17. 78 86 18. 79 75 19. 82 60 20. 70 82 21. 52 86 22. 94 85 23. 72 73 24. 53 62 25. 94 85
5. Compare the abilities of the 10yearold pupils in the sixth grade with the abilities of the 14yearold pupils in the same grade, in so far as these abilities are measured by the completion of incomplete sentences.
(Note: 5 = 5.05.999.)
================================================== NO. SENTENCES COMPLETED 10YEAROLDS 14YEAROLDS 24 23 22 21 1 20 19 18 17 1 16 3 15 2 14 7 4 13 10 3 12 18 7 11 9 10 10 7 9 9 8 10 8 2 10 7 3 10 6 2 5 2 3 4 2 3 2 1 1 0 ===========================================
6. From the scores given here, calculate the relationship between ability to spell and ability to multiply. Use the average as the central tendency.
============================== PUPIL SPELLING MULTIPLICATION   A 9 22 B 10 16 C 2 19 D 6 14 E 13 24 F 8 22 G 10 17 H 7 20 I 3 21 J 2 21 K 14 20 L 8 18 M 7 23 N 11 25 O 8 25 P 17 24 Q 10 21 R 4 16 S 9 15 T 6 19 U 12 22 V 14 19 W 8 17 X 3 20 Y 11 18 ==============================
* * * * *
INDEX
Achievements of children, measuring the, and examinations, in English composition, in arithmetic, arithmetic scale, reasoning problems in arithmetic, distribution of handwriting scores, handwriting scale, spelling scale, scale for English composition. AEsthetic emotions, appreciation and skill, appreciation, intellectual factors in. Aim of education, I Analysis and abstraction, III. Angell, J.R. Appreciation, types of, passive attitude in, development in, value of, lesson. Associations, organization of, number of. Attention, situations arousing response of, and inhibition, breadth of, to more than one thing, concentration of, span of, free, forced, immediate free, immediate and derived, derived, forced, and habit formation, focalization of, divided. Ayres, L.P.
Ballou, F.W. Breadandbutter aim.
Classroom exercises, types of. Coefficient of correlation, calculation of, values of. Comparison and abstraction, step of. Concentration, of attention. habits of. Conduct, moral social. Consciousness, fringe of. Correlation, coefficient of. Courtis, S.A. Culture as aim of education. Curriculum, omissions from.
Deduction lesson, the, steps in. Deduction, process of. Dewey, John. Differences, individual, sex. Disuse, method of. Drill, lesson, the, work, deficiency in.
Education, before school age. Effect, law of. Emotions, aesthetic. Environment and individual differences. Examinations, limitations of. Exceptions, danger of.
Fatigue and habits. Formal discipline.
Gray, W.S.
Habit formation, and attention, laws of, and instinct, complexity of, and interest, and mistakes. Habits, of concentration, modification of the nervous system involved, and fatigue, and will power, and original work. Harmonious development of aim. Heck, W.H. Henderson, E.N. Heredity and individual differences. Hillegas, M.B.
Illustrations, use of. Imagery, type of, and learning, productive, types of. Images, classified, object and concrete. Imagination. Individual differences, causes of, and race inheritance, and maturity, and heredity, and environment, and organization of public education in composition in arithmetic in penmanship Induction and deduction differences in relationship of Induction, process of Inductive lesson, the Inquiry in school work Instinctive tendencies modifiability of inhibition of Instincts transitoriness of delayedness of of physical activity to enjoy mental activity of manipulation of collecting of rivalry of fighting of imitation of gregariousness of motherliness Interest an end
Judd, C.H. Junior high school, the
Kelly, F.J. Knowledge aim
Learning incidental and imagery curves Lecturing and appreciation Lesson the inductive
McMurry, F.M. Maturity and individual differences Measurement of group comparison of seventhgrade scores in composition comparison of scores in arithmetic Measuring results in education Median calculation of point step measure Memorization verbatim wholepart method illustrated Memory factors in and native retentiveness and recall part and whole methods practice periods immediate desultory rote logical and forgetting permanence of Miller, I.E. Moral conduct development of Morality defined and conduct and habit and choice and individual opinion social nature of and training for citizenship and original nature and environment stages of development in and habit formation transition period in direct teaching of and classroom work and service by pupils and social responsibility and school rules Morgan, C.L.
Openmindedness Original nature of children and racial inheritance and aim of education utilization of and morality Original work and habits
Payne, Joseph Physical welfare of children Play theories of types of complexity of characteristics of and drudgery and work and ease of accomplishment and social demands supervision of Preparation steps of Presentation steps of Problems as stimulus to thinking Punishment
Questioning Questions types of responses to number of appeal of
Reasoning and thinking technique of Recapitulation theory Recitation social purpose of Recitation lesson, the Repetition Retention power of Review Review lesson, the Roark, R.N.
Satisfaction result of Scales of measurement School government participation in Sex differences education Social aim of education and curriculum and special types of schools Stone, C.W. Study how to types of and habit formation and memorization and interest necessity for aim in and concentrated attention involves critical attitude general factors in for appreciation involving thinking use of books in supervised Substitution method of
Thinking defined Thinking stimulation of and problematic situations by little children and habit formation essentials in process of for its own sake and critical attitude laws governing and association failure in and classroom exercises Thorndike, E.L. Thought imageless Trabue, M.R. Training transfer of identity of response probability of amount of Transfer of training
Will power and habits Woody, Clifford Work, independent Work and play
Footnote 1: The nervous system is composed of units of structure called neurones or nerve cells. "If we could see exactly the structure of the brain itself, we should find it to consist of millions of similar neurones each resembling a bit of string frayed out at both ends and here and there along its course. So also the nerves going out to the muscles are simply bundles of such neurones, each of which by itself is a threadlike connection between the cells of the spinal cord or brain and some muscle. The nervous system is simply the sum total of all these neurones, which form an almost infinitely complex system of connections between the sense organs and the muscles."
The word synapses, meaning clasping together, is used as a descriptive term for the connections that exist between neurone and neurone.
Footnote 2: This is synonymous with James's Involuntary Attention, Angell's NonVoluntary Attention, and Titchener's SecondaryPassive Attention.
Footnote 3: Educational Psychology, Briefer Course, pp. 1945.
Footnote 4: Thorndike, Psychology of Learning, p. 194.
Footnote 5: How We Think, p. 6.
Footnote 6: The Psychology of Thinking, p. 98.
Footnote 7: How We Think, p. 66.
Footnote 8: How We Think, pp. 6970.
Footnote 9: Psychology of Thinking, p. 291.
Footnote 10: How We Think, p. 79.
Footnote 11: Thorndike, Educational Psychology, Briefer Course, p. 172.
Footnote 12: Introduction to Psychology, p. 284.
Footnote 13: Thorndike, Origin of Man, p. 146.
Footnote 14: Racial Differences in Mental Traits, pp. 177 and 181.
Footnote 15: Thorndike, Educational Psychology, Briefer Course, p. 374.
Footnote 16: Thorndike, Educational Psychology, Vol. III, p. 304.
Footnote 17: Moral Principles in Education, p. 17.
Footnote 18: For a fuller discussion of this topic see next chapter.
Footnote 19: For a discussion of these scales see Chapter XV.
Footnote 20: The Courtis Tests, Series B, for Measuring the Achievements of Children in the Fundamentals of Arithmetic, can be secured from Mr. S.A. Curtis, 82 Eliot Street, Detroit, Mich.
Footnote 21: Measurements of Some Achievements in Arithmetic, by Clifford Woody, published by the Teachers College Bureau of Publications, Columbia University, 1916.
Footnote 22: Reasoning Test in Arithmetic, by C.W. Stone, published by the Bureau of Publications, Teachers College, Columbia University, 1916.
Footnote 23: A Scale for Handwriting of Children, by E.L. Thorndike, published by the Bureau of Publications, Teachers College, Columbia University.
Footnote 24: A scale derived by Dr. Leonard P. Ayres of the Russell Sage Foundation is also valuable for measuring penmanship, and can be purchased from the Russell Sage Foundation.
Footnote 25: Copies of the Spelling Scale can be secured from the Russell Sage Foundation, New York, for five cents a copy.
Footnote 26: A Scale for the Measurement of Quality in English Composition, by Milo B. Hillegas, published by the Bureau of Publications, Teachers College, Columbia University.
Footnote 27: The HarvardNewton Scale for the Measurement of English Composition, published by the Harvard University Press, Cambridge, Mass.
Footnote 28: Scale Alpha. For Measuring the Understanding of Sentences, by E.L. Thorndike, published by the Bureau of Publications, Teachers College, Columbia University.
Scales for measuring the rate of silent reading and oral reading have been derived by Dr. W.S. Gray, of the University of Chicago, and by Dr. F.J. Kelly, of the University of Kansas. Reference to the use of Dr. Gray's scale will be found in Judd's Measuring Work of the Schools, one of the volumes of the Cleveland survey, published by the Russell Sage Foundation. Dr. Kelly's test, called The Kansas Silent Reading Test, can be had from the Emporia, Kansas, State Normal School.
Footnote 29: Completion Test Language Scales, by M.R. Trabue, published by the Bureau of Publications, Teachers College, Columbia University.
Footnote 30: The student who is not interested in the statistical methods involved in measuring with precision the achievements of pupils may omit the remainder of this chapter.
Footnote 31: This explanation of the method of finding the median was prepared for one of the classes in Teachers College by Dr. M.R. Trabue.
Footnote 32: The third decimal place is omitted in this table.
Footnote 33: In order to discover the relationship which exists between two traits which we have measured we would use many more than seven cases. The illustrations given are made short in order to make it easy to follow through the application of the formula.
THE END 
