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the failing non-graduates are gone by that age. The percentage of drop-outs is higher for older pupils. REFERENCES: 5. Kelley, T.L. "A Study of High School and University Grades, with Reference to Their Intercorrelation and the Causes of Elimination," _Journal of Educational Psychology_, 6:365. 6. Johnson, G.R. "Qualitative Elimination in High School," _School Review_, 18:680. 7. Bliss, D.C. "High School Failures," _Educational Administration and Supervision_, Vol. 3. 8. Strayer, G.D., Coffman, L.D., Prosser, C.A. _Report of a Survey of the School System of St. Paul, Minnesota_. 9. Meredith, A.B. _Survey of the St. Louis Public Schools_, 1917, Vol. III, p. 51. 10. _Annual Report of the Board of Education, Paterson, New Jersey_, 1915. 11. Bobbitt, J.F. _Report of the School Survey of Denver_, 1916. 12. Strayer, G.D. _A Survey of the Public Schools of Butte_, 1914. 13. Rounds, C.R., Kingsbury, H.B. "Do Too Many Students Fail?" _School Review_, 21:585. CHAPTER III WHAT BASIS IS DISCOVERABLE FOR PROGNOSTICATING THE OCCURRENCE OF OR THE NUMBER OF FAILURES? 1. ATTENDANCE, MENTAL OR PHYSICAL DEFECTS, AND SIZE OF CLASSES ARE POSSIBLE FACTORS Any definite factors available for the school that have a prognostic value in reference to school failures will help to perform a function quite comparable to the science of preventive medicine in its field, and in contrast with the older art of doctoring the malady after it has been permitted to develop. Such prognostication of failure, however, need not imply a complete knowledge of the causes of the failures. It may simply signify that in certain situations the causes are less active or are partly overcome by other factors. Perhaps one of the simplest factors with a prognostic value on failure may be found in the facts of attendance. Persistent or repeated absence from school may reach a point where it tends to affect the number of failures. It happened, unfortunately, that the reports for attendance were incomplete or lacking in a considerable portion of the records employed in this study. Consequently the influence of attendance is given no especial consideration in these pages, except as explained in Chapter I, that the pupil must have been present enough of any semester to secure his subject grades, else no failure is counted and no time is charged to his period in school. In this connection, Dr. C.H. Keyes[14] found in a study of eleme
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