University of Montana ScholarWorks at University of Montana Theses, Dissertations, Professional Papers Graduate School 1969 The relationship of physical fitness to academic achievement of University of Montana freshmen Vidvuds Celtnieks The University of Montana Follow this and additional works at: http://scholarworks.umt.edu/etd Recommended Citation Celtnieks, Vidvuds, "The relationship of physical fitness to academic achievement of University of Montana freshmen" (1969). Theses, Dissertations, Professional Papers. Paper 6351. This Thesis is brought to you for free and open access by the Graduate School at ScholarWorks at University of Montana. It has been accepted for inclusion in Theses, Dissertations, Professional Papers by an authorized administrator of ScholarWorks at University of Montana. For more information, please contact [email protected]. THE R E L A T I O N S H I P OF P H Y SI CA L FITNESS TO A C A D E M I C A C H I E V E M E N T OF UN I V E R S I T Y OF M O N T A N A F R E S H M E N By Vidvuds Ce ltnieks BoAe, A m e r i c a n U n i v e r s i t y , 1965 Presented in partial i u l f i ll me n t of the r eq u i r e m e n t s for the degr e e of M a s t e r of Science U N I V E R S I T Y OF M O N T A N A 1969 Approved by : ^^^^airman, Board of Ex am i ne rs , G ra du a t e Scho(pl Date Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. UMI Number; EP37152 All rights reserved INFO RM ATION TO ALL USERS The quality of this reproduction is dependent upon the quality of the copy submitted. In the unlikely event that the author did not send a complete manuscript and there are missing pages, these will be noted. Also, if material had to be removed, a note will indicate the deletion. UMI OisMTUition PuMmhing UMI EP37152 Published by ProQuest LLC (2013). Copyright in the Dissertation held by the Author. Microform Edition © ProQuest LLC. All rights reserved. This work is protected against unauthorized copying under Title 17, United States Code ProQuest LLC. 789 East Eisenhower Parkway P.O. Box 1346 Ann Arbor, Ml 48106 - 1346 Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. TABLE OF C O N T E N T S CHAPTER lo PAGE I N T R O D U C T I O N ................. TL.G O TD1 6ITl S D e f i n i t i o n of Terms Ile 1 . . , . » ,. . « , , . . . R E V I E W OF R E L A T E D L I T E R A T U R E ..................... Phy si q ue S t u d i es . . . . , Junior H ig h S ch o o l Studies « . » H i g h Scho ol Studies , 7 » = , » » . 7 ,. . . = . . . « 9 . . . . » . . . 12 . . . . , » 14 . . . » .» . E l e m e n t a r y Scho ol Studies . . . . . .. . College S t u d i e s ................... .. Studies of Athletes S u m m a r y of R e v i e w III. . « . « .. » » . . , » 15 . . , . . » 19 . . . . , . 21 P R O C E DU RE S F O R M E A S U R I N G P H Y SI CA L FITNESS AND ACADEMIC A C H I E V E M E N T ^3xxhJ e C S IV. , . . . . . .. . . . 5 0 0 . 0 0 0 . . . . . . . . . . 0 0 0 0 0 0 . 0 0 0 0 . 23 23 0 R o ge r s * Phys ic al Fitness In dex Test . . . . . . 23 Academic A c h i ev em en t . . . o . .. . . . o . . . 29 Tre at me nt of Data . . . o . .o . . . . . . . 30 . A N A L Y S I S OF D A T A R e l a t i o n s h i p of Total PFl to G PA . . . . 31 . . . . . . 31 R e l a t i o n s h i p of I n d i vi du al PFl Items to GPA . . 32 R e l a t i o n s h i p of Number of Hours Attempted to G P A and P F l ........... Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 33 LIS T OF TABLES TABLE I. P AG E R A NG E AND M E A N OF PFl I T E M S ........................32 II.CO R RE LA TI ON OF III. PFl ITEMS TO G P A ....................33 CO M P A R I S O N S B E T W E E N PFl M E A N S OF G R O UP S W IT H AND W I T H O U T M A J O R S . . . . . . . . . . . . . . . Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 35 ACKNOWLEDGMENTS The a u t ho r w i s h e s to express his sincere a p p r e c i a t i o n to Dr. John L, D a y ri e s for g u i d an ce and as si s ta nc e duri ng the co m p l e t i o n of this study. Additionally, the author w o u l d like to express his thanks for m e m b er s of the student b ody and staff w h o m ad e this study possible * VoC. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. CHAPTER I INTRODUCTION F o r centuries scientists have studied the r e l a t i o n ship b e t w e e n physical and m e n t a l f a c t o r s . Socrates once said : Why, even in the process of t hi nk i n g in w h i c h the use of the body seems to be redu ce d to a minimum, it is a m a t t e r of common k n o w l e dg e that grave m i s t a k e s can ofte n be trac ed to. bad health. Plato tal ke d about h e a l t h y bodies for h e a l th y minds (12). A r istotle held that b o d y and soul are clos el y i n t e r re l at ed and that m e n t a l f ac ulties are affected by b o di ly m o v e m e n t and con d it io n of body health. B o h e m i a n e d u c a t io na l reformer, noted : Comenius, a " I n t e l le ct ua l p rogress is conditioned at every step by bodi ly vigor. a t t a i n the best results, To physical exercise m u s t a c c o m p a n y and c o n d i t i o n m e n t a l training" (12). R o u s s e a u in Emile r e m a rk ed : To learn to t h i n k we must th e r e f o r e exercise our limbs, our senses, and our b o d i l y organs, w h i c h are the tools of the intellect; and to get the best use out of these tools, the b od y w h i c h supplies us w i t h t h e m must be str o ng and healthy. Not only is it quite a m i s t a k e that true r e a s o n is d e v e lo pe d apart f r o m the body, but it is a good b o d i l y c o n s t i t u t i o n w h i c h m a k e s the w o r k i n g s of the mind easy and correct (7). Locke (10) w r o t e that : A sound m in d in a sound b ody is a short but full d e s c r i p t i o n of a h a ppy state in this world. He th a t has these two has little else to w i s h f o r . He w h o Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. w a n t s either of t h e m w i l l be little b e tt er for a n y t h in g else» M or e recently, S h e r ri ng to n (10), the Brit is h p h y s i o logist, stated that "the mu sc l e is the cradle of r e c o g n i z a b l e mind," That the m i n d and body are i nt e r d e p e n d e n t w a s s u c c i n c t l y expressed b y M e n n i n g e r (5) in the f o l l o wi ng passage : M i n d dep en d s u p o n the sen so r y nerve endings in the skin and the m o t o r ne rve endings in the m u s c l e s ; it d e pe nd s u p o n the m u s c le s t h e m s el ve s and to some extent u p o n all phy si ca l st ru ctures of the body. Not everyone agrees w i t h this concept, (18) said that: Cattell "The a s s o c i a t i o n of a heal th y mind w i t h a h e a l t h y b o d y is still not a pro ve n fact. R e s e a r c h must s h ow w h e t h e r organic and p s y c h ol og ic a l c on dition are a s s o c i at ed ," A l t h o u g h this r e s e a r c h is i n d i v i du al l y inconclusive, Cat t ell bel ie ve d that p hysical and m e n t a l traits w er e c o m p l e t e l y i n d e p e n d e n t of e ac h other, Aldous Huxley, cr it ic iz in g the science of p s y c h o l ogy, w r o t e these w o r ds : W h a t is, I suppose, the m o s t serious, as it is c e r t a i n l y the m os t c on sp i cu ou s s ho r tc om in g of all . , , the abs en ce of a n y m e n t i o n of the body as a condit i on in g facto r in the f o r m a t i o n of the mind, or as a d et e r m i n a n t of thoughts, feeling, and b e h a v ior (2), T h ou gh this c r i t i c i s m was f a ir ly a ccurate at the time of its writing, it is no longer valid. In the past d ec ad e a g r o w i n g interest in the r e l a t i o n s h i p bet we en the m in d and bo d y has b e e n evident. as Johnson, M o d e r n psychologists K e p h a r t , and O l s o n bel i ev e that the first Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. such 3 l e a r n i n g experi en ce s of a child o c cu r t h r o u g h the senses of taste, smell, touch, sight, and hearing. L ater the child beg in s ex p l o r i n g the w o r l d by id e nt if yi ng and r e l a t i n g the b o d y and its parts to objects in space. m a k i n g these explorations, The child, in lear ns to communi ca t e in a r u d i m e n t a r y f a s h i o n and lear ns to st i m u l a t e h i m s e l f physically. Both J a c ob s (34) and J o h n s o n (37) agre e that a dynamic " b o d y image" or basic s e lf -c on ce pt e volves in this w a y and w i t h it a f o u n d a t i o n is laid for f u r th er l earning t h r o u g h movement. M o v e m e n t t h r o u g h the phys ic al becomes the e arliest m e d i u m for s o c ia l interaction, for d e v e lo pi ng a d e f i n i t e p e r s o n a l i t y s t r u c t u r e , and for abstract r e a s o n i n g w h i c h m a y be a s s o c i a t e d w i t h d ir ec t e d cr ea t iv e play. On the basis of the pr ec ed in g statements and the fact that it has b e e n c o m m o n l y o b s er ve d that people w ho are p h y s i c a l l y fit can and do d e m o n s t r a t e a g r e a t e r p ersistence in a v a r i e t y of m e n t a l and p h y s i c a l tasks, the f o l l o w i n g study was undertaken. I, THE P R O B L E M S t a t em en t of the P r o b l e m The p r o b l e m of this i n v e s t i g a t i o n w a s to d e t e r m i n e the r e l a t i o n s h i p b e t w e e n p h y s i c a l fitness and academic a c h i e v e m e n t of the U n i v e r s i t y of M o n t a n a freshmen. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 4 S i g n i f i c a n c e of the S t u d y If a r e l a t i o n s h i p between physical f i t ne ss and a c a demic a ch i e v e m e n t exists, t h e n perhaps ph ys ic a l fitness could be used to p r e d i c t a student ^s success in college. It is possible t h a t this s t u dy m i g h t add insight into the r e l a t i o n s h i p b e t w e e n p h y s ic al f i t n es s and academic a c h i e v e ment. More va lue m i g ht be a s s i g n e d to physical e d u c a t i o n in the total e d u c a t i o n of the student. s t u d e n t ’s success A dd itionally, a in college m i g h t be en hanced if the p h y s i cal v a r i a b l e s that co n t r i b u t e to academic success are i d e n t i f ied and developed. L i m i t a t i o n s of the S t u d v 1. This study was limited to 10S v ol unteer f r e s h m a n m a l e s enrolled in ph ys i c a l ed u c a t i o n a c t i v i t y classes during the 1969 spring q u a r t e r at the U n i v e r s i t y of Montana. 2. w a s lim it ed to f r e s hm e n w i t h a m i n i This s t u d y m u m of t w e n t y a c c u m u l a t e d q u a r t e r hours for the 1 96S fall and 1969 w i n t e r q u a r t e r s w i t h no re f e r e n c e to their m a j o r fie ld of study, 3. fit ne s s No a t t em p t w a s m a d e to improve the physical level of the subjects. 4. No a t t e m p t w a s m ad e to d e t e r m i n e h ow the sub jects a r r iv ed at t h e i r ph ysical fitness level. 5. This s tudy w a s lim it ed to the c um ul a ti ve grade point a v e r a g e in d e t e r m i n i n g academic achievement. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 5 6, F i t n es s This s t ud y w a s limited to the Rogers* P hy si c a l I n d e x to m e a s u r e ph ysical fitnesso 7. This s t u d y w a s lim it ed to one test a d m i n i s t r a tio n of t he Rogers* P h y s i c a l F i t n e s s Index» IIo D E F I N I T I O N OF TERMS For p u r po se s o f c l a r i f i c a t i o n and u n d e r st an di ng , the f o l l o w i n g terms and d e f i n i t i o n s w e r e u s e d in the study. Grade point a v e r ag e : demic refers to the cum ul at iv e a c a i n d ex as d e t e r m i n e d by the U n i v e r s i t y of M o n t a n a r e g i s t r a r *s offi ce » The i n d e x of a student is the ratio of q u a l i t y points to his total n u m b e r of hours » b ased u p o n a four-point- system: D. 4-«0 = A ; 3 » G r a d i n g is ; 2 »0=0 ; 1.0= In t his study, g r a d e point a v e r ag e wi l l be r e f e r r e d to as GPA. Phvsical fitness : ref er s to the fu n c t i o n a l c a p a c i t y of an i n d i vi du al for a s p e c if i ed t as k or job in w h i c h f i t ness is judged. One who is fit can p e r f or m a t a sk r e p e a t e d l y w i t h o u t u n d u e f a t i gu e, and p o s s e s s e s e n o u g h rese rv e ca pa ci ty to be a bl e to m e e t and s u s t a i n a n y u n e x p e c t e d stresses w h i c h m ight arise. R o g e r s * P h y s i c a l F i t ne ss of s t r e n g t h r e l a t i v e to t h e ageups, In dex : refers to a m e a s u r e i n d i v i d u a l * s sex, weight, It is d e r i v e d f r o m the f o l l o w i n g m a x i m a l tests : p us h-ups, ri ght and left hand grips, and pull- b ac k and leg lifts. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 6 and lung capacity» In this s t u d y Rog er s * P h y s ic al Fit ne ss I n d e x w i l l be r e f e r r e d to as P F l » Endomorphy: refers to a physique w i t h an o v e r a b u n d a n c e of fa tty ti s s u e and w ei g h t in r e l at io n to height» The f o l l o w i n g d e s c r i p t i o n c ha ra ct e ri ze s the endomorphic physique: a large r o u n d head w i t h a t h i c k short neck, t h i c k chest w i t h f a t t y breasts, full a b o v e the navel, broad short arms, a large a b d o m e n h e a vy fat buttocks, g e n e r a l l y short h e a v y legs, n a r r o w shoulders, and broad hips w i t h f l e s h y a re a a b o v e the iliac crest. Mesomorphv: r e f e rs to a physique w i t h a heavy, hard, r e c t a n g u l a r out li ne w i t h large pr ominent bones, long strong neck, f a i r l y low thor ac ic t r u n k , broad shoulders, m u s c u l a r u p p e r arms, strong f or earms, heav il y m u s c le d abdomen, slender l ow w a i s t , narr ow h i p s , h e av y b u t t o c k s , and strong p owerful legs. Ectomorphv: f r a g i l i t y prevail. r e f e r s to a p hysique w h e r e l i n e a r i t y and This physique is c h a ra ct er iz ed by a s l e n der, frai l b o d y s t r u c t u r e w i t h small bones and thin segments, large head w i t h b u l b o u s forehead, nose, p o i n te d chin, s mall fac i al bones, long sle nd er neck, tendency toward winged sharp long narr ow chest, a scapula and round s h o u l d e r s , long a r m s , and a v er y f la t a b d o m e n h o l l o w ab ove the navel. b u t t o c k s are i nc on spicuous, The the legs are long and t h i n w i t h p i p e s t e m bones, and g e n e r a l m u s c u l a t u r e is not m a r k e d Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. (1 3 )- C H A P T E R II R E V I E W OF R E L A T E D L I T E R A T U R E The f o l l o w i n g r e v i e w of l i t e r a t u r e has be e n o r g a n ized into six categories. The first c a t e g o r y dis cu ss es those studies that have r e l a t e d b o d y type to intelli ge nc e a n d / o r a c a de mi c achievement. The f o l l o wi ng four categories dis cu s s those studies that have rela te d similar v a r i a bl e s but have us e d subjects that v a r y p r i m a r i l y in c h r o n o lo gi ca l age and p h y s i c a l m at urity. high, h i g h school, Therefore, elementary, junior and college c at egories w e r e used. Fin ally, t hose studies that have compared the academic a c h i e v e ment of a t h l e t e s to n o n - a t h l e t e s are di s c u s s e d u nder a s ep ar a t e category, I. P H Y S I Q U E STUDIES M a n y of the e a r l ie r studies c o m p ar ed body type to intelligence. For example, in 1921, N a c c ar at i (47) m e a s u r e d s e v e n t y - f i v e u n i v e r s i t y students and d i f f e r e n t i a t e d body types a c c o rd in g to a r a tio of limb l e n g t h to trunk size. Based u p o n this p ro cedure, the f o l l o w i n g cl as s i f i c a t i o n s were devised : (1) m a c r o s p l a n c h n i c s , d e s c r i b e d as having r e l a t i v e l y large tr un k s compared to limb length; s p l a nc hn ic s, those (2) m i c r o - i n d i v i du al s w i t h r e l a t i v e l y small t ru n k s in c o m p a r i s o n to limb length; and (3) n o r m o s p l a n c h n i c s , Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. ê those individuals with medium trunks relative to limb length* On the basis of comparing intelligence to an index of body type, Naccarati found a correlation of *36 between microsplanchnics and intelligence as measured by the Thorn dike Entrance Examination, In 1924 Sheldon ($6) replicated Naccarati*s investi gation utilizing 450 students entering the University of Chicago. He found a correlation of ,136 between micro splanchnics and an intelligence rating and a correlation of ,114 between microsplanchnics and grades. Later, Sheldon developed a system of somatyping human physiques based on a patterning of the morphological components of an individual. He used the terms endomorph, mesomorph, and ectomorph as general classifications of the various body types. In a recent longitudinal study, Moutis (4 6 ) analyzed the relationship of academic achievement to selected maturational, structural, strength, and motor characteristics of boys ten through twelve years of age. He found that boys who were superior in standing and sitting, height and maturity, as measured by skeletal age, received signifi cantly higher grades. In addition, he reported that boys with higher grades demonstrated ectomorphic features to a greater degree than boys with lower grades. In a similar study Jarmon (35) compared the academic achievement of nine, twelve, and fifteen-year-old boys to Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 9 s e l e c t e d maturity, physique, strength, and m o t o r measures. He found t hat boys w i t h e c t o mo rp h ic f e a t u r e s had higher g ra d e s th a n did m e s o m o r p h i c and e nd om or ph i c boys, II, Num er ou s E L E M E N T A R Y S C H O O L STUD IE S stu di es have been done w i t h e l e m e n t a r y school c h i l d r e n c o m p a r i n g a v a r i e t y of m o t o r skills to school success, Kephart (3) feels that some kind of m o t or a c t i v i t y u n d e r l i e s all beh av i or , including h i g h e r thought processes. He also states that m o t o r skills are v a l u a b l e in d e v e l o p i n g all a r o un d school p re p a r e d n e s s and that in order to f u l l y jprepare c h i l d r e n for the types of a c t i v i t i e s that t h ey w i l l encounter in the school p r o g r a m , cert ai n d e v e l o p m e n t a l e x p e r i e n c e s are nec es s ar y. Therefore, ch il d re n need to d e v e l o p rhythm, a sense of l a t e r a l i t y and d ir ec tionality, b i l a t e r a l a r m and leg m o v e me nt s, and o t he r girls, F o x s tudying s e v e n t y - f i v e second grade boys and (2 7 ) c o n c l u d e d that there was a p ositive r e l a (49) b e t w e e n r e a d i n g skills and dynamic, s t a t i c , and r o t a t i o n a l balance. bases, f or m perception, s e n s o r y - m o t o r activities. After tionship balance, P l a ck A d d i n g more st re ng th to K e p h a r t m o t o r (49) f o u n d h i g h l y s i gn if ic an t correla ti on s b e t w e e n r e a d i n g a c h i e v e m e n t and the thr ow and catch t est a nd zig -z a g r u n test in e l e m e n t a r y school c h i l d r e n , M c C o r m i c k et al Similarly, (44) m a t c h e d f o r t y - t w o first grade r e a d i n g Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 10 u n d e r a c h i e v e r s on the basis of age, sex, i nt el l ig en ce , and r e a d i n g level, a c c o r d i n g to the Lee C l a r k r e a d in g level test o T h e y w e r e r a n d o m l y assigned to a pe rc e pt ua l m o t o r t r a i n i n g group, a r e g u l a r p h y s i c a l e d u c at i on group, a n d a c o n t ro l group. A f t e r seven w e e ks the pe r c e p t u a l m o t o r training group made signifi ca n t grade level g a i n s in r e a d ing w h e n compared to the o t he r two groups. Ismail et al (33) found pos it iv e r e l a t i o n s h i p s b e t w e e n m o t o r aptitude test items, most n o t a b l y c o o r d i n a t i o n and balance, and w e l l e s t a b l i s h e d m e a s u r e s of intelligence and sc h ol as ti c ab ility. M o ut is (46), in agreement, fo und that t h o s e sco ri ng hi g h in the sixty-yard shuttle r u n and s t a n d i n g broad jump w e r e r a t e d high scholastically. U t i l i z i n g n i n e - y e a r - o l d boys as subjects. Day (23) f o un d a low but positive c o r r e l a t i o n of .143 b e t w ee n the s t a n d i n g broad jump and intelligence. Conversely, Page (4Ô) found a s ig n i f i c a n t c o r r e l a t i o n b e t w e e n academic a c h i e v e m e n t and the standing broad jump in fa vor of the low a c a demic group. R a r i c k and M c K e e (50) c a t e g o r i z e d tw en t y t h i r d grade c h i l d r e n into h igh and low m o to r a b i l i t y groups on the basis of v a r i o u s m o t o r e f f i c i e n c y tests. h i g h m o t o r a b i l i t y groups, above T he y f o und that in the seven out of ten had IQ scores 110, w h e r e a s o nl y two out of ten had IQ scores g r e a t e r t h a n 1 10 in the low m o t o r a b i l i t y group. T hey also found Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 11 t h at c h i l d r e n in t h e h i g h g r o u p w e r e more popular, active, r e s o u r c e f u l , a t t e nt iv e, cooperative, and had a w i d e r range of interests* Trussell (6 4 ) t e s t e d the r e l a t i o n s h i p b e t w e e n r e a d ing r e a d i n e s s and the F r o s t i g tests of m o t o r a b i l i t y of s e v e n t y - f i v e e l e m e n t a r y sc ho o l c h i l d r e n . She found that c h r o n o l o g i c a l a g e w a s a m o r e significant d e t e r mi na n t of r e a d i n g r e a d i n e s s t h a n w e r e the F r o s t i g tests * a negative correlation Ex c e p t for (-.2?) b e t w e e n the hu rd l e jump and the S t a n fo rd A c h i e v e m e n t Test batteries, T h o mp so n (6 3 ) found littl e evidence of a r e l a t i o n s h i p betw ee n m o to r skills and m e n t a l a c h i e v e m e n t of si xth graders * P h y s i c a l m a t u r i t y seems to play an imp o rt an t role in aca de mi c a c h i e v e m e n t , level. In Britain, e s p e c ia l ly at the e l e m e n t a r y school Brace (15) found that only 2 .36 per cent of abo ve a verage students in s c h o l a r s h i p we r e bel ow average in physique, w h e r e a s 3 9.7 per cent w i t h poor s c h o l a r s h i p w e r e b e l o w a v e r a g e physique. Phys iq ue w as de te rm i ne d by body m e a s u r e m e n t s of w e i g h t and height. In the same report, Bra ce school c hildren who w ere (15) c o n c lu de d that St. Louis b e l o w a v e r a g e s c h o l a s t i c a l l y w e r e lighter, w h e r e a s t h o s e w h o w e r e above a v e r a g e s c h o l a s t i c a l l y w e r e heavier. Mout i s (4 6 ) in a simi la r study of boys t e n to twelve years of a g e , c o n c u rr ed w i t h those results. In a study of 1 ,000 i n t e l l e c t u a l l y s u p e ri o r children, Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 12 Terman (62) co nc lu d ed that i n t e l l e c t u a l l y s uperior c h i l d r e n w e re not c h a r a c t e r i z e d by a d e f i c i e n c y of p lay and t hat : " T h e r e is no sh red of evidence to support the w i d e s p r e a d o p i n i o n that, t yp ically, is weak, u n d e r s i z e d , III. the i n t e l l e c t u a l l y precocious child or n e r v o u s l y u n s t a b l e ." J U N I OR HI G H S C H O O L STUDIES A v a r i e t y of r e s e a r c h has b een c on ducted at the juni or high school level in c o m p a r i n g selected p hy si c a l variables to a c a d e m i c achiev em en t. Miller (45) f o un d a positive significant c o r r e l a tio n b e t w e e n power, as m e a s u r e d by the v e r t i c a l jump test, and scholastic class rank. Thomas cal fitness, (63) studied the r e l a t i o n s h i p b e t w e e n p h y s i IQ, and the GPA of sev en semesters of seventh and e i g h t h g r a de girls. c o r r e l a t i o n s of She found si gn i fi ca nt positive .49 b e t w e e n p h y si ca l fitness and seven s e m e st er G P A and s e v e n t h graders. .45 b e t w e e n p h y s i c a l fitness and IQ of the At> the eighth grade level she found a p o sitive c o r r e l a t i o n of .37 b e t w e e n seven semester GPA and p h y s i c a l fitn es s and a po s it i v e c o r r e l a ti on of .34 betw ee n IQ and physical fitness. Buckellew (1?) studied fifth, sixth, seventh, and e i g h t h g r a d e boys u s i n g the A A H PE R Fit ne s s Test and c o m p ared the results to intelligence, as d e t e r m in ed by the Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 13 C a l i f o r n i a M e n t a l M a t u r i t y Test, and academic achievement, as m e a s u r e d by the Iowa Test of Basic S k i l l s . p o s i t i v e c or re la t io ns , u p to l a n g ua ge and sit-ups, Sig ni fi ca nt «294» w e r e found b e t w e e n sta nd i ng broad j u m p , and the 600-yard w a l k and run. Phy si c al f i t ne ss and i n t e l li ge nc e of high and low a c h i e v e r s have been compared. Sundholm (60) tested a h i g h and l o w i n t e l l i g e n c e g r o u p of junior h i g h school g i r ls w i t h a g e n e r a l m o t o r c a p a c i t y test and found a si gn i fi ca nt d i f f e r e n c e in m e a n scores in favor of the high in te ll ig en ce group. C l a r k e and Jarmon (20) ca t eg orized nine, twelve, and f i f t e e n - y e a r - o l d boys into h ig h and low PFl g ro u p s and found that the h i gh PFl g r o u p s had s i g n i f i c a n t l y h i g h e r a cademic m e a s u r e s as d e m o n s t r a t e d by G PA and scores of the Standard A c h i e v e m e n t Test t h a n did the low PFl groups. H ig h fitness gro up s do not always have a higher GPA t h an l ow fitness groups. boyd, Jarmon In a s tudy of 105 f i f t e e n - y e a r - o l d (35) f o u n d a significant n e g a ti ve r e l a t i o n s h i p b e t w e e n a c a d e m i c a c h i e v e m e n t and stre ng th and e n d u r a n c e . A c a d e m i c a c h i e v e m e n t was de t e r m i n e d by the Iowa tests of E d u c a t i o n a l Develo p me nt , A b i l i t y Test, and PFl Test. Page GPA, and Otis Q u i c k Scoring M e n t a l s t r e n g t h and endurance det er mi ne d by the (4Ô) con cl ud e d that the low PFl g r o u p had a h i g h e r GPA than did the h i g h PFl g r o u p at age t h i r t e e n and Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 14 sixteen. IV. HIGH SCHOOL STUDIES The comparison of physical fitness and academic achievement has not only varied in measures used but also in results gained. A number of studies have compared phy sically active to physically inactive students. By studying the class average of 432 high school boys in physical fitness and academic achievement, Ray (51) found that boys not enrolled in physical education during part of their high school career showed general inferiority to the class average in the two areas. Additionally, stu dents not enrolled in physical education failed twice as many academic subjects as those who did enroll. Physical education grades were not used in determining overall cumula tive gradepoint, Hines (32) found that high school students with low physical fitness indices often failed one or more subjects, even though their IQs were high. He elaborated on case studies of students with low PFl scores who improved their school grades as they improved their PFl. Low PFl scores also have indicated some health defencts, which might other wise have gone undetected. Some students who scored 140 and above on the PFl were likely to be too nervous, poor sleepers, undernourished, disciplinary problems, and even poor scholars. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 15 Hines suggested that the students with PFl scores above 140 redirect their energies into more academic and cultural activities » He concluded that by improving the PFl a per son *s GPA could also be improved, McCollum (43)» using the AAHPER Fitness Test, selected twenty-eight fit and twenty-eight unfit boys from 172 high school male students and found that the fit group had an average GPA of 2,68, whereas the unfit group had an average of 1.91. Walker (66) categorized twelfth grade boys into gifted, average, and special groups according to IQ scores. He found that the lower the group was in IQ the lower they were in physical fitness and the higher they were in IQ the higher they were in physical fitness, V, COLLEGE STUDIES So far, little mention has been made of the women. Studies of college women (30, 53» 14) have shown a signifi cant positive relationship between GPA, physical fitness, and skill measures. In comparing the PFl of sixty freshman women to their cumulative academic index, Hart and Shay (30) found a positive correlation of ,63 significant at the ,01 level, Arnett (14) found a significant correlation of ,556 when she compared a physical fitness score derived from the Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 16 variables of height, weight, broad jump, arm hang, cur1-up, and step test to the GPA of Ô27 college women. Not all studies have shown as positive a relation ship, In a study of women physical education majors at Brigham Young University from 1957 to 1964» Hawkes (31) found a negative correlation of -,444 between a motor ability test and GPA in the 1961-1962 school year. In a study of male college students. Gutin (29) administered the Employee Aptitude Survey, which consisted of verbal comprehension, visual pursuit, verbal reasoning, and symbolic reasoning, and the Indiana Motor Fitness Index II, which was a sum total of push-ups, standing broad jump, and pull-ups. Afterwards he administered a stress test which included a one-minute step-up test, twenty-five long addition and subtraction problems, and concluded with a one-minute step-up test. After a twelve-week physical training program for one group, both groups were adminis tered the stress test, Gutin found no significant differ ences between the groups.. However, he did find a positive correlation of .355 between physical fitness improvement and degree of mental task improvement in the training group. At Ohio University, Coates (21) administered skill tests in the softball throw, soccer kick, tennis ball stroke, and jumping events to a student group of juniors, Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 17 seniors, and graduates and compared them to a drop-out group. The student group of juniors, seniors, and gradu ates were significantly superior (.34) to the drop-out group on all the skill tests. Doornick (25) reported on 1,33Ô men during their four years Oregon. the academic successof at the University of He found a positive correlation of ,29 between PFl and GPA. All freshmen had a forty per cent chance of graduating and a twenty per cent chance of winning a schol arship. Seven per cent of students with the lowest PFl had a twenty per cent chance of graduating and a one and one-half per cent chance of winning a scholarship. The upper seven per cent in PFl had eight times as many chances of winning a scholarship. with Chances for graduation decreased the lower levels of physical fitness. Since this study concerns male college freshmen, the author will now relate a number of studies that have used college students as subjects. Weber (6?) investigated the relationship between PFl and GPA of 264 male freshmen at the University of Iowa, He found a positive correlation of .41 between physical fitness scores and GPA, and a multiple correlation of ,666 when physical fitness scores and composite entrance examination scores were related to the GPA during the fresh man year. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 1Ô At Springfield College (30) the PFl of 269 freshmen was compared to their GPA, Students with PFl scores of 115 and above had a mean GPA of 2.01, those ranging from 100 to 114; a mean GPA of 1,94. In addition, students with PFl scores from Ô5 to 93 had a mean GPA of 1,03, and those students scoring below Page had a mean GPA of 1,31, (7 1 ) studied the freshman students who were dismissed at Syracuse University during the 1939-40 school year. He found that eighty-three per cent of those dis missed had physical fitness indices lower than 100, whereas only thirty-nine per cent of freshmen dismissed had PFl scores above 100. At the University of Oregon, Coefleld and McCollum (22) found that the seventy-eight freshmen with the lowest PFl scores had a GPA of 1,04 compared to all other freshmen with a 2.45 GPA, In another study, Wilson (6Ô) compared the GPAs of a high PFl group to the GPA of the low PFl group and found that even though the predicted fall GPA of the low PFl group was greater than the high PFl group, the high PFl group achieved a higher fall GPA. Johnson (36), however, found no relationship be tween the physical skill and intelligence of 310 Denver College freshman students, Jones (3Ô) evaluated 101 Indiana University freshmen Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 19 with the Fleishman Basic Fitness Tests, When the men were separated into high, average, and low groups on physical fitness, a negative significant correlation was found in the high group between physical fitness and academic aptitude, VI, STUDIES OF ATHLETES For many years athletes have been stereotyped as academically inferior to other students. According to recent research on this topic this belief has not been sub stantiated, Stafford (59), in a longitudinal study of ele mentary and junior high school students, compared athletes to non-athletes and found that the athletes were superior to non-athletes on GPA, mathematics grades, English grades, and social studies grades. Eidsmoe (26) studied twelve members on each basket ball team in the 1961-62 Iowa boys regional and state tour naments, He compared their first semester grades to those of the other students in the classes. The 16Ô players had a 2,56 average compared to 2,106 for all other members, Jones (4 0 ) conducted a study from 1964 to 1966 com paring high school athletes to non-athletes on academic achievement, which was measured by the Iowa Test of Educa tional Development and GPA, Athletes participating in foot ball, track, golf, baseball, tennis, and cross country were significantly superior in academic achievement to non- Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. ?0 athleteso No significant difference was found between the academic achievement of wrestlers and non-athletes. Shafer and Armer (55) studied the GPA of 5^5 high school boys, of whom I64 were athletes. The athletes* average GPA was 2.55, compared to I.83 for the non-athletes. Jones (4 0 ) compared high school athletes to non athletes on IQ and found that athletes were represented on a proportional basis in the average and above average in telligence groups, but were fewer in the low group. This might be due to the eligibility requirements for athletic participation. Smith (5^) found that athletes participating in intercollegiate sports had lower grades than non-athletes during the season. However, these differences were compen sated for by increased academic achievement during the off season. It is interesting to note that participants in individual sports, except wrestling (39, 40, 55), generally have a superior GPA than those participating in team sports. Studies by Shafer and Armer (55) and Jones (39) concur with this finding. Jones (39) concluded that high academic achievers tended to select those individual non-contact sports that can be carried over into adult life, such as tennis, golf, and cross-country. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 21 VII. SUMMARY OF REVIEW In summarizing the literature, the majority of studies indicate a rather low positive significant relation ship between physical fitness and academic achievement. Some studies show no relationship, while others indicate a negative relationship. It appears as if a disagreement exists as to the actual relationship. To complicate the topic, a variety of tests to measure physical fitness and academic achievement have been used to determine whether a relationship exists. The physical measurements were deter mined by body type, general motor ability, motor skill, and fitness, and have been compared to the academic variables measured by mental aptitude, mental maturity, intelligence, scholastic rank, and grade point average. At elementary, junior high, senior high, and college levels, ectomorphic features of boys correlated with academic success, while endomorphic and mesomorphic features did not. Motor skill items of balance, coordination, and jumping ability were important in the academic success of elementary school children. Physical maturity, height, and weight were also contributing factors to the academic success. Some junior high studies produced a positive corre lation between high PFl and academic achievement. In most junior high as well as in senior high studies the standing Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 22 broad jump correlated with academic achievement. Physical fitness determined by the PFI and the AAHPER Physical Fitness test was positively correlated to academic achievement at the high school level. Generally, studies of college students indicate a positive correlation between physical fitness measures and academic achievement. Most studies of college women show a positive correlation between height, weight, broad jump, arm curl, step test, curl up, motor ability, and academic achieve ment, Softball, soccer, tennis, jump and reach skills and PFI correlated significantly to academic success of college men. College freshmen with high PFI were academically superior and had a better chance of graduating than students with low PFI. Motor skills compared to academic success showed no correlation. Studies involving athletes indicate a higher GPA in comparison to non-athletes. The reader must be critical of such studies since eligibility requirements must be main tained in order to participate in athletics. Therefore, athletes with low GPA were eliminated, resulting in an invalid sample. Since the majority of the information available on this subject exhibited differing results, it appeared worth while to conduct an additional study in hopes to contributing more information in this area. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. CHAPTER III PROCEDURES FOR MEASURING PHYSICAL FITNESS AND ACADEraC ACHIEVEMENT Io SUBJECTS The subjects were 108 male freshman students en rolled in physical education activity classes during the spring quarter of 1969. Of these freshmen, sixty were majors in the College of Arts and Sciences, thirty-three were in the professional schools, and fifteen were undecided as to their major. At the time of the test, forty-nine were eighteen, fifty-one were nineteen, and the rest were twenty, twenty-one, and twenty-two years of age. All of the group were enrolled at the University of Montana in the fall of 1960 without any previous college experience. Data gathered for this study included the cumulative academic indices for fall and winter quarter 1968-6 9 , and the Rogers* Physical Fitness Indices as of May 7, 1969. Additional information collected was for the total number of credit hours and major field of study, II. ROGERS* PHYSICAL FITNESS INDEX TEST The Rogers* Physical Fitness Index Test was used in this study to measure the physical fitness of freshman Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. ?4 students» In order to discuss the topic of physical fit ness, we must first define it. Physical fitness is the capacity of an individual to perform specific tasks requir ing muscular activity without undue fatigue. Therefore, the PFI measures the capacity of an individual to engage in strenuous physical activity without undue fatigue. The PFI not only has tests to measure the strength of the back, legs, and grip, but also measures capacity for sustained physical activity with the pull-up and push up tests. The vital capacity test is also included in the battery. Test results may vary from day to day as does blood pressure, pulse, temperature, and other body measures. Nevertheless, physical fitness as measured by the PFI re mained so constant that reliability coefficients of correla tion from ,06 to .97 were yielded in tests taken six months apart (9). When individuals were tested from 9:00 a.m. to 12:00 a.m. and 1 ;30 p.m. to 5:00 p.m., fluctuation for PFI was about five per cent, which is within the reliability limits (54). Every bodily and mental change is reflected some how, and to some degree in effective voluntary muscle power. Hundreds of cases on record exist in which low or declining PFIs have indicated the presence of disturbances to health which escaped recognition by competent physicians. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. The PFI 25 can provide an additional check on the physical condition of students since it may often reveal muscular strengths or weaknesses before subjective changes can be noted. The PFI test was used because it is not only a rapid and interesting test, but also because it is a valid and reliable measure of physical fitness. Testing Procedure The following procedure was utilized in adminis tering the Rogers’ Physical Fitness Index, Upon arriving at the testing center in the m e n ’s gymnasium the subject was given a PFI score sheet. his weight and height were measured. Next From here he proceeded with the PFI battery as prescribed by Larson and Yociim (4)® The order of test items was as follows : lung capacity, right and left hand grip, back strength, leg strength, pullups, and push-ups after a five-minute rest. The score sheet was turned in and checked so that everything was completed. Total time for the administration of the PFI for each subject ranged from six to ten minutes. Lung capacity. When arriving at the wet spirometer (standard Narragansett model), the subject inserted a sterile wooden mouthpiece into the spirometer hose. He was then instructed to inhale deeply and exhale all the air under his control slowly and steadily into a hose while Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 26 while bending forward. By cupping the hands around the mouthpiece and pinching his nostrils, the air was prevented from escaping. If the first test was inadequate the sub ject was given another trial. in cubic inches. efficient Lung capacity was recorded This test item has a ,97 reliability co (9). Grip strength. A hand dynamometer (Nissan Medart) was placed face down into the subject’s palm so that the convex edge was rounded against the base of the hand, with the thumb touching or overlapping the first finger. The subject fixed his elbow so that his hand was near his ear. Then he was instructed to squeeze the dynamometer as he made a sweeping downward motion with his hand. allowed to touch the body. The hand was not Each hand was measured and re corded to the nearest pound. The left grip has a .90 relia bility coefficient compared to .92 for the right hand (9). Back lift. The subject was instructed to stand with his hands in front of his thighs, fingers extended downward with the feet parallel and six inches apart on a thirteeninch bench to which a dynamometer (Medart No. 57021) was attached. fingertips. The tester hooked a bar just below the subject’s The subject grasped the bar firmly at its ends with the thumb clenching the fingers and with one palm for ward and the other backward. His back was slightly bent Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 27 at the beginning so it could not be completely straightened out on the lift. The subject *s knees were not allowed to bend during the lift. pound. The lift was recorded to the nearest The test item has a coefficient of reliability (9). Leg lift. A lifting belt (3 inches wide, 60 inches long, one-fifth inch thick) was placed around the subject as low as possible over the hips and gluteal muscles. A permanent loop at one end of the belt was slipped over the end of the twenty-inch lifting bar and the free end was looped around the opposite end of the bar and tucked under and against the body. The subject was instructed to hold the lifting bar with both hands near the center against the junction of the thighs and trunk. In the starting position the knees were slightly bent, arms kept straight, head erect, and chest out. The maximum lift as measured by the dynamometer occurred when the subject’s legs were nearly straightened. The lift was recorded to the nearest pound. The test item has a .06 coefficient of reliability (9). Pull-ups. Still rings (Nissen) were adjusted so that the tallest subject was able to hang without touching the floor with his feet. The subject grasped the rings with his palms forward and chinned as many times as possible. If the subject kicked, jerked, kipped, or did not complete Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 28 the pull-up he was awarded half a point. After four half points the subject was not allowed to continue. The number of repetitions was recorded as the total score. This test has a .91 reliability coefficient (9). A five-minute rest period was allowed between pull-ups and push-ups. Push-ups. Regulation Nissen gymnasium parallel bars were adjusted to the subject*s shoulder height. The subject grasped the bars and jumped to a straight arm sup port. This counted as one point. Each time the body was lowered until the upper arm and forearm were at less than a right angle and extended so the subject was again in a straight arm position a point was awarded. was incomplete, half a point was awarded. If a push-up A maximum of four half points could be awarded after which the subject was not allowed to continue. tions was the subject^s score. bility coefficient The total number of repeti The test has a ,90 relia (9). Testers The PFI test was administered by physical education majors, minors, and graduate students. Before they tested the freshman students, they were thoroughly instructed by the author in the proper procedures first by taking the test themselves, and then by trying it on other testers. when these students demonstrated competence were they Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. Only 29 allowed to administer a particular test item. Scoring the PFI The following scoring procedures were used as prescribed by Larson and Yocum (4). 1. Score representing arm strength was computed according to the following formula: (Number of pull-ups + push-ups) (Weight + Height- 6 0 ) 10 Fractions were rounded off to the nearest whole number. 2. Scores from each test item, lung capacity, right grip, left grip, back lift, leg lift, and arm strength score were added together. The total score is called the Strength Index. 3. The subject ^s norm strength index was obtained from the norm charts based on sex, weight, and age. 4. The PFI is computed from the formula: T^TTi-r_ Achieved Strength Index v ^ Normal Strength Index ^ III. ACADEMIC ACHIEVEMENT Academic achievement for the purpose of this study was determined by the cumulative academic index for the 1968-69 fall and winter quarters. This information was provided by the University of Montana registrants office. The index of a student is the ratio of quality points to Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 30 his total number of hours attempted* determined by the following : Quality points are grade A is credited with 4 points; grade B, with 3; grade C, with 2; and grade D, with 1 point; and grade F, with zero, IV. TREATMENT OF DATA The PFI scores of each student were calculated at the University Computer Science Center on an IBM 1620 computer. Total PFI scores were then related to grade point averages with the Pearson product-moment correlation technique, as described by Willgoose (13)» In addition, the following physical variables were compared to GPA: height, weight, lung capacity, right grip, left grip, back lift, leg lift, pull-ups, push-ups, and strength index. Moreover, the Pearson product-moment method was used to compare PFI scores and GPA to the number of credits completed. To determine if differences existed between the means of the freshman students in the College of Arts and Sciences and those in the professional schools, and students without a major, a one-way analysis of variance was used as described by Edwards (1), Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. CHAPTER IV ANALYSIS OF DATA I. RELATIONSHIP OF TOTAL PFI TO GPA The 10Ô male freshmen used in this study had Physical Fitness Indices ranging from 49.5 to 125.3 with an 80.4 mean score. Rogers (9) suggested that the score of 100 should be the average. -The low scores could be due to a lack of physical fitness activities in the physical educa tion program at the University of Montana, Perhaps it was because of the lack of participation in physical activities or the type of high school physical education program the freshmen had prior to entering the university. When the PFI norms were developed in 1925 the average height and weight was less than that of students today. Therefore, the variables that could influence the PFI scores were numerous and it was not the purpose of this investigation to deter mine the cause of the low scores. In this sample the cumulative academic indices ranged from 1.08 to 3-90 with a 2.3^ mean. To determine if a correlation existed between the Physical Fitness Index and grade point average, the two scores were compared with the Pearson r method of correla tion. An r of ,01106 was found which indicates no relation ship between PFI and GPA, Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 32 IIo RELATIONSHIP OF INDIVIDUAL PFI ITEMS TO GPA In order to determine if any of the individual items of the PFI test correlated to GPA, the Pearson r method was used. Each PFI item was also analyzed for range and mean. Table I lists the ranges and means of PFI items. Refer to Table II for correlation of PFI items to GPA, TABLE I RANGE AND MEAN OF PFI ITEMS PFI Item Mean Range Height 61 inches to 77 inches Back Lift 190 lbs, to 499 lbs. We ight 130 lbs, to 237 lbs. 164.3 Leg Lift 320 lbs, to 1690 lbs. 847,1 Lung Capacity 1Ô 70,25 .If 5 cubic inches to 365 cubic :27iS, c) inches Pull-ups 1 to 20 repetitions Right Grip 78 lbs. to 195 lbs. 124.9 Push-ups 0 to 35 repetitions 14.1 Left Grip 72 lbs. to 160 lbs. 115.8 TOTAL STRENGTH INDEX 1403 to 3741 points 2289.2 Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 9).5 S) 33 TABLE II CORRELATION OF PFI ITEMS TO GPA PFI Item Pearson r Correlation to GPA Height -.0761 Weight -.0206 Lung Capacity -.0013 Right Grip -.0082 Left Grip -.0601 Back Lift -.0940 Leg Lift -.0165 Pull-ups ,0785 Push-ups .0881 Strength Index -.017 No correlation was significant at the oO$ level between PFI and GPA. III. RELATIONSHIP OF NUMBER OF HOURS ATTEMPTED TO GPA AND PFI The attempted credit hours ranging from twenty-one to thirty-seven were compared to GPA and PFI scores. A .5204 correlation between the number of quarter credits attempted and GPA significant at the .05 and the .01 level was found. This indicates that students with a high GPA attempted more quarter credits at the University of Montana Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 34 than those with a low GPA, fifteen quarter hours. Freshmen generally enroll in In order for a student to enroll in credit hours exceeding seventeen, a signature from the advisor, chairman, or dean is needed. Freshman students with low ACT (American College Testing) scores may be limited to twelve or thirteen by their advisor. Since students are somewhat limited to the number of quarter hours they may attempt this could influence the correlation. No correlation was found between the number of quarter hours attempted and PFI scores, IV, RELATIONSHIP OF PFI SCORES TO FRESHMEN WITH OR WITHOUT MAJOR During the freshman year many students select major areas of study that are included in the College of Arts and Sciences and the professional schools. The subjects in this study from the College of Arts and Sciences had an 01,00 mean PFI and majored in anthropology, biological sciences, chemistry, economics, English, history, liberal arts, mathe matics, medical technology, physical therapy, political science, pre-business administration, pre-forestry, pre medical sciences, sociology and wildlife biology. The students from the professional schools had a 70,13 mean PFI and majored in drama, elementary education, forestry, journalism, music, and pharmacy. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 35 The students who had not selected a major had a mean PFI of 83.6 4 . The means of the three groups were then com pared with Duncan^s new multiple range test. TABLE III COMPARISONS BETWEEN PFI MEANS OF GROUPS WITH AND WITHOUT MAJORS Non-Majors — —— Non-Î/Iajors College of Arts and Sciences Professional Schools 2.56 College of Arts and Sciences — Professional Schools — —— :2 — —— Significant at the .05 level. Significant at the .01 level. Non-majors, who had the highest PFI mean scores, were significantly superior to freshman students of professional schools, and freshmen in the College of Arts and Sciences were superior to the students in the professional schools. V. DISCUSSION OF DATA The results of this study show that there was no relationship between the PFI and GPA of 108 male freshman students enrolled in physical education activity classes at the University of Montana. Even when individual items of Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 36 the PFI were compared to GPA, no relationship was found. This concurs with the results found by Ricci (52), who studied Ô95 freshmen at the University of Massachusetts and found no significant relationship between PFI and GPA, However, most studies mentioned in the review of literature have found a low positive significant correla tion between PFI and GPA. These studies were not identical to the one conducted by the author. Page (71), Coefield and McCollum (22), and Doornick (25) used all the male freshmen as their sample and tested in the fall. Hart and Shay (30), Wilson (68), and Weber (67), also tested in the fall. this study, testing was done in the spring. In This does not mean that the testing results would have been significantly altered according to Rogers (9). However, if the freshman students were physically active in the summer, they might be well conditioned in the fall. Due to the demands created by the university environment the level of physical condition could be changed by spring. The sample was obtained from a group of more than ■450 freshmen enrolled in activity classes. ate sample in terms of randomness Had an appropri and representativeness of the total male freshman class participated, the results might have differed. Additionally, this study might have included those freshmen enrolled in certain activity classes to eliminate the effects of the activity on the PFI scores. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 37 Activities such as physical conditioning and weight lifting will have a significant effect on the PFI scores. This might indicate a need for developing more stable measures of physical fitness. With a little effort, PFI scores can be improved, just as grade noint average can be changed. In addition, perhaps a more stable index of academic achieve ment, which measures intelligence, should be used. From this investigation and research cited in the literature, it is rather questionable whether future studies should be continued in the area of physical and mental relationships. The attempts have been so confounded with variables it may be impossible to partition those variables that may be related. If any factor needs to be partitioned, perhaps it is the characteristic of persistence. Persis tence tcj endure a task until it is completed might be the factor which is developed through physical fitness. If a physically fit individual is able to endure physical strain for a longer period than one who is physically unfit, per haps this persistence carries over to mental tasks. If, however, it is impossible to partition this variable or others that may have an effect upon mental tasks, then these studies should be discontinued. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. CHAPTER V SUMMARY, CONCLUSIONS, AND RECOMMENDATIONS I. SUMMARY The purpose of this study was to determine the relationship between academic achievement and physical fit ness of University of Montana male freshmen with at least twenty credit hours. The measures used in this study were the Rogers * PFI, the cumulative academic index, and the total number of credits earned. The subjects were 10S freshmen enrolled in activity classes at the University of Montana. Correlations between the Physical Fitness Index and cumulative academic indices .011, between the Physical Fitness Index and number of credits earned ,079 were not significant at the ,05 level of confidence. An r of ,5289 was found between the cumula tive academic index and the number of credits earned at the ,05 and the ,001 level of significance. Students classi fied as non-majors had significantly higher PFI scores (83 .6 4 ) than students from the professional schools (?8„13); and majors in the college of Arts and Sciences also had sig nificantly higher PFI scores (8l.08) than the majors in the professional schools. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 3Q II. CONCLUSIONS An analysis of the results in this study reveals the following conclusions: 1. Students with high physical fitness indices do not have high academic indices. 2. Students classified as non-majors are superior in physical fitness indices to student majors in the professional schools, but not to those in the College of Arts and Sciences. 3. Students majoring in the College of Arts and Sciences are superior in physical fitness indices to the students in the professional schools. 4. Students who have high cumulative academic indices also have completed more quarter credit hours than students with low cumulative aca demic indices. III. RECOMMENDATIONS It is recommended that the psychological and sociological benefits of physical fitness be partitioned and related to academic achievement. If, however, further re search indicates that these qualities can not be partitioned, it is recommended that studies relating the physiological benefits to academic achievement be discontinued. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. SELECTED REFERENCES Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. SELECTED REFERENCES A. BOOKS 1o Edwards, Allen L. Experimental Design in Psychological Research. 3rd. ed. New York: Holt, Rinehart, and Winston, I960. 2. Huxley, Aldous. "The Oldest Science," Collected Essays. New York: Bantam Books, Inc., 1960. 3. Kephart, Newell C. The Slow Learner in the Classroom. Columbus, Ohio: Charles E. Merrill Books, Inc., I960. 4. Larson, Leonard A., and Rachael D, Yocum. Measurement and Evaluation in Physical, Health, and Recreation Education. St. Louis : The C. V. Mosby Co., 1951. 5. Menninger, Karl. Knopf, 1945. 6. Olson, W. C. 1959. 7. Paterson, Ann, and Edmon C. Hallberg. Background Read ings for Physical Education. Chicago: Holt, Rine hart, and Winston, 1965. Ô. Paterson, Donald L. "Personality and Physique," The Measurement of M a n . Edited by J. A, Harris et al, Minneapolis: University of Minnesota Press, 1930. 9. Rogers, Frederick Rand. Physical Capacity Tests in the Administration of Physical Education. New York: Teachers College, Columbia University, 1926. The Human Mind. Child Development. New York: Boston: Alfred D, C, Heath, 10. Sherrington, Sir Charles. Man on His Nature. Cambridge University Press, 1940. 11. Ulrich, Robert. History of Educational Thought. York: American Book Co., 1950, 12. Van Dalen, Deobold B. , Elmer D, Mitchell, and Bruce L. Bennett. A World History of Physical Education. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. London: New 42 13» Willgoose, Carl E. Evaluation in Health and Physical Education. New York: McGraw-Hill Book Co., Inc., 1961 . B. PERIODICALS 14» Arnett, Chappelle. "Interrelationships Between Selec ted Physical Variables and Academic Achievement of College Women," Research Quarterly. 39s22?“30, May, I960. 1$. Brace, David K, "Some Objective Evidence of the Value of Physical Education," Journal of Health and Physical Education. 4:30-9, April, 1933* 16. Broekhoff, Jan. "Relationships Between Physical, Socio-Psychological, and Mental Characteristics of Thirteen-Year-Old Boys," Microcard Doctoral disser tation, University of Oregon, I960. 17. Buckellew, William F. "A Cross Sectional and Longi tudinal Study of Various Factors of Growth and Intelligence of Fifth, Sixth, Seventh, and Eighth Grade Boys," Dissertation Abstracts. 5:1445-1446, Nov., 1968, w V 9 9 w * 16. Cattell, Raymond B, "Some Psychological Correlates of Physical Fitness and Physique," Exercise and Fit ness . University of Illinois, College of Physical Education Colloquim Report (Chicago: Athletic Institute, I960J, 19. Clarke, H, Harrison. "The Physical in Mental Alert ness ," Journal of the Association for Physical and Mental Rehabilitation, 20:134-39, July-August, 1966. 20. Clarke, H. Harrison, and Boyd Jarraon. "Scholastic Achievement of Boys Nine, Twelve, and Fifteen Years of Age as Related to Various Strength and Growth Measures," Research Quarterly. 32 :155-56, M a y ; 1961 o 21. Coates, Edward. "The Relationship of the Ohio State University Physical Education Index to Achievement," Dissertation Abstracts, Ohio University, 1967. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 43 22o Coefield, John R . , and Robert H, McCollum, "A Case Study Report of Seventy-eight University Freshmen with Low Physical Fitness Indices/' Microcard Mas t e r ’s thesis, University of Oregon, 1955o 23 « D a y , James, "Relationship Between Intelligence and Selected Physical, Motor, and Strength of Boys Nine, Thirteen, and Seventeen Years of Age," Microcard Master’s thesis. University of Oregon, 196$. 24o DiNucci, James M. "Longitudinal Analysis of the Aca demic Achievement and Intelligence of Boys Nine to Seventeen Years of Age as Related to Selected Physical Variables," Microcard dissertation. Uni versity of Oregon, 1968, 25 « Doornick, Robert H, "The Feasibility of Using Strength Index as a Predictor of Student Success at the University of Oregon," Microcard Doctoral disserta tion, University of Oregon, 1959. 26. Eidsmoe, Russell, "The Academic Performance of High School Athletes," Journal of Health, Physical Education and Recreation, 32:20, Nov,*^ 1961 , 27. Fox, Kathleen, "The Relationship Between Balancing and Reading Achievement in Children," Dissertation Abstracts, University of Southern California, 196É (No. 68-10, 2 2 9). 28. Gates, Arthur I, "The Nature and Educational Sig nificance of Physical Status and of Mental, Physiological, and Social and Emotional Maturity," The Journal of Educational Psychology, 15"329-58, Sept,, 1924. 29. Gutin, Bernard. "Effect of Increase in Physical Fit ness on Mental Ability Following Physical and Mental Stress," Research Quarterly, 3 7 :211-20, M a y , 1966, 30. Hart, Marcia E ,, and Clayton T, Shay, "Relationship Between Physical Fitness and Academic Success," Research Quarterly, 34^443-45, Oct,, 1964. 31. Hawkes, Nina Ray, "The Relationship of Motor Ability to Academic Success Among Women Physical Education Majors at Brigham Young University," unpublished Master’s thesis, Brigham Young University, 196$, Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 44 32. Hines, Thomas. "A New Emphasis on Health," Journal of Health and Physical Education, 10:21, Jan., 1939. 33. Ismail, A. H . , John Kane, and D„ R. Kirkendall. "Re lationships Among Intellectual and Non-Intellectual Variables," Research Quarterly. 35*03-92, March, 1969. 34. Jacobs, Joseph S. "Psychiatry, the Body Image, and Identity," Proceeding of _a National Conference on Values in Sports. American Association of Health, Education and Recreation, Washington B.C., 1963. 35. Jarraon, Boyd 0. "Interrelationships Between the Aca demic Achievement and Selected Maturity, Physique, Strength, and Motor Measures of Fifteen-Year-Old Boys," Microcard Doctoral dissertation, University of Oregon, T965. 36. Johnson, Granville D. "A Study of the Relationship that Exists Between Physical Skill as Measured and the General Intelligence of College Students," Research Quarterly. 13 :57-59, March, 1942. 37. Johnson, Warren R, "Critical Periods, Body Image, and Movement Competency in Childhood," Report Symposium on Integrated Development, Purdue University, June, 1964, 3Ô. Jones, Jack Adrion. "The Relationship 6f Physical Fitness to Academic Success, Academic Aptitude, and Athletic Participation," Dissertation Abstracts, Indiana University, pp. 3297-98, 1965. 39. Jones, Milton A, "A Comparison of the Academic Achieve ment of Athletes and Non-athletes," Arizona State University, 1967. 4O 0 Jones, Rowland H. "Comparison of the Intelligence of High School Athletes with Non-athletes," School and Society. 42:415» Sept., 1935. 41. Klingbeil, Jerrold L. "Athletic Participation and the Academic Success of College Freshmen," Microcard Master ^s thesis, University of V/isconsin, 1967. 42. Leathers, Roger K. "A Study of the Relationships Between Physical Performance and Academic Achieve ment of Springfield College Students," Microcard dissertation, Springfield College, March, 1967. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 45 43. McCollum, Garlando ”A Comparison Between the Physi cally Fit and Physically Unfit in Intelligence, Academic Achievement, and Attendance in School," Microcard Master*s thesis, Arkansas State College, 1962 . 44. McCormick, Clarence C ., Janice Nelson Schmobrich, S, Willard Footlik, and Betty Poetker, "Improvement in Reading Achievement through Perceptual-Motor Training," Research Quarterly. 39:627-33» Oct., 1968 . 45- Miller, Jeffrey 0. "A Study of the Relationships Be tween Certain Fitness Variables and an Index of Scholastic Standing in a Selected Sample of N, S. W, Public Secondary School Children," Micro card Master’s thesis, University of Sydney, Aus tralia, 1962. 46. Moutis, Nicholas P. "Longitudinal Analysis of Academic Achievement Related to Selected Maturational, Structural, Strength, and Motor Characteristics of Boys Ten Throug]i TweIve Years of Age," Microcard Doctoral dissertation. University of Oregon, 196?. 4 7 . Naccarati, Sante. "The Morphological Aspect of In telligence," Archives of Psychology, No, 45, 1921, 4 8 . Page, Joseph T. "Comparison of Academic Achievement of Boys Ten, Thirteen, and Sixteen Years of Age as Related to Selected Non-Academic Variables," Microcard Doctoral dissertation, University of Oregon, August, 1965. 49. Plack, Jeralyn J, "Relationship Between Achievement in Reading and Achievement in Selected Motor Skills in Elementary School Children," Research Quarterly, 39:1063-6 8 , December, 1968, 50 . Rarick, Lawrence G , , and Robert McKee, "A Study of Twenty Third Grade Children Exhibiting Extreme Levels of Achievement on Tests of Motor Efficiency," Research Quarterly, 20:142-151 » M a y , 1949. 51. Ray, Howard C, "Interrelationships of Physical and Mental Abilities and Achievement of High School Boys," Research Quarterly, 11:141» March, 1940, Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 46 52, Ricci, Benjamin, "The Relationship of Physical Fit ness, as Measured by Rogers Physical Fitness Index, to Academic Success of College Freshman Male Stu dents," Microcard dissertation, Springfield Col lege, 1958. 53» Richardson, Peggy Ann, "The Relationship in College Women of High and Low Motor Ability to Personality, Aptitude, and Scholastic Achievement," Microcard thesis, Ohio State University, I965. 54. Rogers, Frederick Rand, "PFI Questions and Answers," Journal of Health and Physical Education, 11 ;352, June, 1940. 55. Shafer, Walter E, , and Michael J. Armer, "Athletes Outrank Non-athletes in Making High School Grades tt Trans-A ction. Nov., 1968. 56. Sheldon, William H, "Morphological Types and Mental Ability," Journal of Personnel Research, 5:447-51> March, 192?. 57. Slusher, H. S, "Personality and Intelligence Charac teristics of Selected High School Athletes and Non-athletes," Research Quarterly, 35 :539-45, Dec,, 1964. 58 . Smith, Edwin Ball. "Academic Achievement and Athletic Participation," Dissertation Abstracts, Kent State University, 1966. 59. Stafford, Elba G. "Single-Year and Longitudinal Com parison of Intelligence and Academic Achievement of Elementary and Junior High School Athletes and Non-participants," Microcard dissertation, Univer sity of Oregon, 1968, 60. Sundholm, Ivan, "Physical Fitness and Motor Ability Scores of High and Low Achieving Junior High School Girls," Microcard thesis. Central Michigan Uni versity, 1965» 61. Sweeney, John F , "Physical Fitness and Academic Per formance," Physical F itness News Letter. University of Oregon, p. 4, D e c ,, 1962, Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 47 62o Terman, Lewis M. "Psychological Approaches to the Biography of Genius," Presidential Address before the Pacific Division of the American Association for the Advancement of Science, Seattle, June 1Ô, 1940, Science. 92:2300, Oct., 1940. 63. Thomas, Peggy S, "The Relationship of Physical Fit ness to Selected Aspects of Intellectual and Academic Performance, Co-curricular Participation, and Socio-economic Status," Dissertation Abstracts, 10:3449-50, April, 1969. 64. Thompson, Margaret M. "A Study of the Relationship Between Performance in Selected Motor Skill and Mental Achievement of Children of Elementary School Age," Dissertation Abstracts, 22:1505-06, Nov., 1961. 65. Trussell, Ella M, "Relation of Performance of Selected Physical Skills to Perceptual Aspects of Reading Readiness in Elementary School Children,” Research Quarterlv. 35*383-90, May, 1969. 66. Walker, Alfred. "A Comparative Study of the Physical Fitness of Special, Average, and Giften Twelfth Grade Boys," Microcard thesis, San Diego State College, 1965. 67. W e b e r , Robert J. "The Relationship of Physical Fit ness to Success in College and to Personality," Research Quarterly, 24:471-4, Dec., 1953» 68. Wilson, Peter G. "Personality Traits, Academic Achieve ment, and Health Status of University Freshman Men with Low Physical Fitness Scores," Microcard thesis, University of Oregon, August, 196?. 69. Wyrick, W, "Comparison of Motor Creativity with Verbal Creativity, Motor Ability, and Intelligence," Dissertation Abstracts, 27:2060. C. 70. UNPUBLISHED MATERIALS Hawkes, Nina Ray. "The Relationship of Motor Ability to Academic Success Among Women Physical Education Majors at Brigham Young University," unpublished Master's thesis, Brigham Young University, 1965. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 48 71o Page, Getty G. "Case Studies of College Men with Low Physical Fitness Indices," unpublished Master*s thesis, Syracuse University, 1940. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. APPENDIX A Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 50 TO: FROM: RE: ALL M E N ’S ACTIVITY CLASS INSTRUCTORS VINCE CELTNIEKS ROGERS’ PHYSICAL FITNESS INDEX TEST TO BE ADMINISTERED TO ALL FALL I960 FRESHMAN ENROLLEES ON WEDNESDAY,' MAY 7, IN THE M E N ’S GYM. The study I am conducting involves the relation ship of physical fitness to academic achievement. All male freshmen who have enrolled at the U of M since fall 1968 and are not in activity classes comprise rjiy sample. your cooperation. Therefore, I am soliciting Please send your freshman stu dents to the men's gym at your regular class time on Wednesday, May 7. THANK YOU VINCE CELTNIEKS Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 51 PHYSICAL FITNESS INDEX ROGERS STRENGTH TEST Name Telephone Date Enrolled at U of M M Age Years and whole months Weight Nearest pound Height Nearest inch Multiplier Pull-ups Weight + Height - 60 10 Total number Push-ups Total number Arm Strength Leg Lift Pull-ups + push-ups X Multiplier Nearest pound Back Lift Nearest pound Left Grip Nearest pound Right Grip Nearest pound Lung Capacity Cubic inches Strength Index Total from arm strength through lung capacity. Normal Strength Index: Find norm in tables for age, sex, and weight. If weight is an odd number use nearest even number in weight column. Record the figure from table as normal strength index. Normal Strength Index Physical Fitness Index A freshman student taking this test must be a fall 1968 enrollee, having attended the winter quarter at the U of M and not having transferred from another college. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. APPENDIX B PFI INDIVIDUAL ITEMS AND GPA Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. DJ3 vxii < 9 .5 5 1 .i 5 3 .4 5 5 .6 5 6 .5 5 6 .7 5 0 .6 5 9 .2 5 9 .3 6 1 .8 6 2 ,3 6 3 .5 6 6 .0 6 6 .4 6 6 .6 6 7 .3 6 8 .7 6 3 .9 6 9 .3 6 9 .7 6 9 .9 7 0 .7 7 1 .0 7 1 .0 7 1 .0 7 1 .1 7 1 .2 7 1 ,7 7 1 .7 7 2 .0 7 2 .1 7 2 .2 7 2 .5 7 3 .1 7 3 ,1 7 3 .6 7 4 .0 7 4 .5 7 5 .0 7 3 ,6 7 6 .0 7 6 .1 7 6 .6 7 7 .0 7 7 .1 7 7 .2 7 7 .9 7 8 .0 7 3 .1 7 8 .5 C 3 .0 7 3 .8 EM3 tip LJ? [3 0 0 .6 0 0 .8 0 0 .9 PM m DAL LS EL T? R5Z DAS DCJ J? JL E? JES K3 coa JE3 E îm GDS DDJ EL ■ CPM RL3 DRW PP. JG RJI( JED DJD GL <rw K i Em WIiS glb lTX-2 CBS GL AJÎÎ GAB BW EW CM KS FO CO.2 GPÂ A g e PJ 2 .0 4 1C 2 .0 3 2 .9 0 18 3 .6 5 1 .7 3 IQ 2 .1 7 '] e 1 .9 3 12 .0 3 19' 2 .2 4 1 Q 2 .6 6 I'C 3 .6 5 ] 8 3 .6 0 2 .1 6 1= 2 .0 3 '1 = 1 .6 2 1 .2 1 19 2 .6 7 18 2 .5 3 2 .7 2 2 .1 9 ' ^ 2 .5 3 •1 ? 3 .7 6 ] 7 3 .3 4 1Q 3 .4 2 1 = 2 .2 5 2 .3 6 3 .1 6 1 2 .5 1 21 3 .5 2 20 1 ,0 3 1p 2 .3 7 1? 3 .4 1 1o 1 .5 2 3Q 1 .0 0 1o 1 .3 3 18 1 .0 3 3 .0 4 .3 20 1 .5 7 19 2 .6 0 ] ^ 1 ,9 5 1 9 1 .0 3 19 2 .0 3 1 8 2 .1 2 19 2 .8 3 IP 2 .7 5 1 .7 9 1 .7 9 2 .1 1 1 1Q 2*’ 1 .2 7 2 .0 9 ' 10 2~ S. 93 1 1 .9 2 19 2 .1 5 ' p 1 .0 0 39 2 .7 1 3Q 2 .9 6 ■ >= ■'o 1r "C 13 W t. H t. PL PS LL ■ BL GL GR LC NI c 72.■ ■ 7 0 f. « = C« 250 I "O'. 1 2 0 2 7 5 .3 1 3 8 55. 69 9 c 0. 390 1 2 " . 13 2 310 2 8 0 .2 7 4 6 ? ‘7 . 44n 69 ■1 2 * 5 1 1 70 155. 17" 2 0 4 .4 3 8 5 72 90. 2 c 2. E6C = 30 1 3 0 . 127 25 ".3 3 6 6 8 5". 4 5 "7"7 • 5. 5 540 13 9 . 1 3 7 ' n T T T T T g ? 320 Q 7 U ^ 70 , 4. 750 1 1 0 . 113 2^0 2 5 5 .3 0 7 9 C 5 1 .5 7] 4. 5 6 =0 2 5= 12 3 . 93 2 6 0 .2 7 8 7 4 62. 68 . 12. 550 1 1 5 . 11 0 300 2 9 0 .2 9 9 6 7 5". 71 . 5" 8• "T3T -2 S 5 .T T 6 2 68 . 75 4 5 0 6 9. 350 9 0 . 130 3 4 ".2 9 9 6 67.: "7? RQO f 2S 8 .2 9 T 6 5. 5 2 50 1 1 0 . 11". -7 5 52. 7] , 250 64'-' 6. 90. 12" 2 9 0 ,2 5 8 0 2004'BT— 71 . " " — 7 “c. — c7-er- "-fc = 0" 9'OT"— 9 5' “ 2 3 Ô . T 5 7 9 son 80. 72 3 2 30 7.5 1 1 0 . 120 2 6 ".3 1 5 9 jz r n - “ T 4 C . “ 15 O' —Z 9 T . 3 7 7 9 09 . - " 7 2 2 1 1 . : T ir^D 86. 72 6 340 6* 920 ' 3 3 . 12 3 30 5 . 3 2 = 3 67.- -70 . 9 / 00 12. 3Ü0 —TCT9T 'TOO -2'50-."2'99'E 40. l'' * 4 5 1C. 5 450 26 = 12 5 . 1 2 0 2 9 4 .2 3 3 2 Ç-0 -- M 3C 6 6 ' . “ '6'9' « 6 ■"6" ."5 — Ç'007 650" 2 5 0 . '2 9 54 05 . 7^ 6 s 12. 380 1 120 1 2 0 . 140 26 ".3 7 8 7 47. 6" S 25= “ 7. 7'= "5"6 # T I T " 2 4 5-. 2 5 7 " 290 55. 69 5 A 8. 5 790 1 1 0 . 11 0 2 4 0 .2 6 6 : ■7 c r , 54. 66 2 50 12 2 2.5 n "o . 12" 2 T ".Z 5 T ': P 70 6 s 1 P. 5 82. 72 3 70 1 1 0 . 120 2 =0 . 7 3 2 89T3 20 ? 1 5. 9 50 130. l4 5 T2rrr37% l 0 eg 0 ar > 1 0 5 . 11 5 46. 68 32 17.5 2 2 ".257: 79. 75 6 6 * 5 ICCO '3 2 0 1 3 3 . "14 0 3 C 4 . ' 3 2 4f 2 1. 7r 290 7. 3 600 9 9 . 1C3 2 1 0 .2 1 6 ' 0 % : 16. l '4 . - 7 5 950 r z 3 . TT g- "3T4T39T/ 3S0 4 lio n 91 . 71 • 7. 1 4 2 . 139 360 3 1 5 .3 3 1 ! 6 947 69 9 00 boo JC7TT34-4! 12. : 3 A . 135 7 1 . 5 68 7 30 72. 3 1" 1 3 0 . 12 5 3 0 0 .2 9 9 ' 3 10 7 9V 11 .5 11 3750 7'2 11 7 '7 6 0 .3 1 5 ' 310 48. 69 3 0 c. 6. 7^5 72. ° 3 ■3 0 " . 2 5 7 ' : 71 . ""O' 5 1 1 . 66 --5 3 2" 4 I 0 . T T 5 " —2'71"TZ9 5' 4 30 17 61 2-0 31. ICO. 51. 93 2 7 5 .2 5 = 1 C A C c = 20 2 0 . 5 1 0 0 . 3 47. '68 2 6 5 .2 5 7 . A 1 3 0 , 140 5 5 0 9 =0 74 , 10.5 2 = ".8 1 8 75. Q= 0 3 0 4 . 3 32 ' 73 6 A 14 . 3 50 12 3 . 130 82. c 70 920 73. 16.5 275 115. n o 2 7 0 .3 0 3 7 2 0 ----- 57TT T T 2 . 82 10 A 1 2 . 5 56. ' 67 11. 300 95. 2,0 8 . 2 57 1C 7CC 70 48. 90 . —■ çr ■' 1 - T . T ' 71 - ' 0 2 ? -----5 TO' TT7J. 1 20 - 3 V 0 : 3 0 3 ' 73. 6 40 240 1 2 0 . 114 2 7 0 .2 6 2 16.5 10 69 50. 1 7 . Ï T T T T T OVPPT . s'T "6 " "1'3'2 . "6 8 66 0 1 0 0 9 , 3 1 " S I . 6 1 0 2 7 " . 2 24 6 8 36 . 4 3 5 o 2 '7 T .2 7 '4 5. 5 970 n o . T T "2 7^ 5 6.' A 0 710 30" 2 5 5 .2 7 0 14 . 13 = . 13P 54. 69 n 1 Q. 5 1 40" 260 ^(72 1 6 0 . 14 " 72 30 C l .' 3 2 4 ,2 5 3 • 2 5 5 1 20 1 3 0 . = = 0 1 1 1 2 . ^ 72 50. c . 9 " 0 . ' 1 0 " 2'C"6 ."2TT2 ■' 3 i V 66 ■=9. 0 nA 124 7r 1 1 7 . 2 7 " 3 2 2 .3 1 2 19.^' 74 . " I s '=.2 n “ 1 2 2 . 5 =0 300 130 19 , 18 65 . 42. c 370 16 0 . 1 6 0 3 20 .332 1000 15 . S4_. 71 A 1 2.5 . 2 6 2 .2 8 1 1 3 0 7 5 0 2 0 0 3 8 . 5 15 66 62. C C J 3 20.281 1 1 " 1 C ' 0 . = 4 0 P 0 0 9 . 5 72 62 . -3 f" 26 5 . 2 2 " 10 9 . 1 " " 7 7 1 5.5 50" 26. 3 4 3 1 4 " . 140 = 1 2 .2 9 c 7 4 5 16.= 67. 71 11 p or, 7 "".7 8 4 12 0 . n ? - 5" 72. 1; . 60. 1] P r, 120 2 = 0 .2 8 3 =" lie . 69 1 ’ A 14 . 5 62 . A A 7 7 4 .2 7 / , Q 1 3 0 . 15 = 9 2 5 14. 60 66 2 '7_7A( ' P . 10 0 12' P -7o . . . / ."?. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. PPI GPA 1.21 82.5 C3 02,9 oc 1.S 9 83.2 C3 1.85 LT 83,3 3 . CO KJD 8 3 . 5 2.80 CCTJ 8 4 , 1 3 , 2 0 IB 84.3 1.30 ?L 8 4 .9 2.24 TK 8 5 . 1 3,72 JAÎ4 0 5 . 2 2,32 EED 6 5 . 4 1.11 CO-S 8 5 , 7 2 . 6 1 IH 85,7 3.33 CB 8 5 , S 1,86 DID 8 5 . 1 1.43 EBD 8 6 . 3 2 . 2 5 86.9 3.84 F!-l 87,5 3.19 S? 6 3 ,6 2.51 FAt, 8 0 . 8 2 . 0 3 BU 88,8 3 ,4 2 GL? 9 0 . 2 2.09 EAV 6 0 . 3 2 . 0 4 R:3 9 1 ,9 2.17 RD 9 2 ,0 1.59 CH3K 9 2 . 1 2 , 0 3 ÎD 92.3 2,C3 JC 92.5 2,33 m ? 93.2 3,37 m?. 9 5 . 2 2 , 4 3 GA? 9 3 , 6 2 .C 9 Bi:* 9 6 . 5 2,24 H? 96,5 2 ,1 1 C3 9 6 ,6 2.32 m 97.7 3 , CO SJ 98,5 1.89 RK 9 3 .9 2.37 K ID 9 9 .8 2.76 100.3 2 ,5 1 D? 1 0 0 , 0 2 . 7 6 WJJ 1 0 1 . 7 2 . CD RFR 1 0 4 , 0 2.C 0 ÙVL 1 0 5 . 1 2 . 3 9 DM 1 0 7 . ^ 2 . 7 6 Î'U'L U S . 4 3 . 9 9 BJO 1 2 5 . 3 2 , 2 1 Age . _ _vrt. H t . _,PL — J3L - GL^_-Q?v r 1" . ] ? : . 67 . ' * 74. 172. 6 12.5 10 5 " . 3 20 13", 150 3^ r ^ C1- . ' '18 9.“ 7 27 " 1 3 i'4 : 5" 1icT:" 345 120.~■i/'C '“ 3T2T34-54 360 69 . 110. 128 2 3 " .2 6 2 : 1 42 . 11 26. 1'^. 176. 7 l ‘. IS 22.5' 6'70 .' ^'3 5'0 1'3 0^ 'iTo " H 4. T I 62' 1^. 1^3. .72. 3 C. 9 0 294.2496 9 5 12. 770 . __3_l_y 1- . ' 66. ' 69 . ' 8 i 3 . ' r- 1 1 5 = . T4"“ / 9 n ./9 '6 L 66. 161. 1" 5. n s 235.27=? S. 1320. 'C' 1 • ■-1 59. 7 2 . T27 . T 2Ô -“ -T^.'TT29' 7 8: — 1=:. 165. 70. 1 2 3 2 .70 11 12. 10" 0. 5 =0 IP. f7'5T' “7^'. I' 1 4 . ^ 1 200. TOO 11?# 1 -5 I =. 67 . 142. 91. 117 290.2579 6 5 11.5 970 . 350 y c 7 f 66. T F T 10 T 5 . 9'F'C':' i'C'2: 15 0 “ -2-65TZeTT1=.. IS 2. 75 . ■r 5 IC-. 5 1120. 34n 115. 13c 345.3201 - T4S-; -- 7 2 T 2-^— 19T5- “ c'CT;”- 3'OJ 1J r -~T73-rZ5^T 117. 13 2 2 2 5.2580 8 50 . 63 * 1C 5 16.5 1 S. 152. 290 5. Àn #• 120 167. I S . - 9 0 0 . - 34 " —-J 1-. 69. ' T 3 295.2911 19. 156. 130. 135 2 8 2 . 278C 70. ......10 11.5 10 4 5 • 295 r, ' 26.' '■“ 75-9-.- yr,-/s- -"13 0.- T40- - 7 7 =: 4 1 1 r I-;. ■178. ^2.' C4 .0 . 410 1?C. 130 7 0 5 . P" 3 7 179. 9 7? . 13. 1 ■ “-3 C^ " l i T . - - T f o - ^ i'"'. 3118 ---c c T r n . " 7^ . 1 ]'2o: 172. ' 1 p. G 1200. 440 14 C. 150 310.3162 19 , 69. 175. 1-Î-. 12 2" “-2TA.725719 . -10^3 - I 6 9 0 T 122.' ■7C“.' ---- c 310 7 1c. 110. 133 284.29=3 169. 71 . 12.5 1 33". 5' 13 " -90 c: "'330- “12 5-," 125- -77 0.2 5^0' 73T IP. 151. 9 3 0 0 110. 140 2 5 0.3118' 5 19. ^ 1200. 178. 72 . 1=. " ■ 71 . 3 5 2 0 . 5 - 1C5 0 T 400- “1 1 5 . 130 " 33'". 3079' 19, 172. 430 130. 195 315.3697 8 — 19.5 1433. 74. 12. 205. — — “ '3 2'0■ '9'90T - 95“ --2 5f::24'v8': I F . " 1 4 2 . ■ 6 9.' To 14.S" POO. 350 113. 125 270.2498 14 7. 67. 12 5 20.5 IF . 2 80 14 SOC. l i e . 110 2 2 8 “2 2.5 ' 6 6 . 1 30."' 1 1 c P 50 F? = . 30. 95 244.2571 : 1 7. 1^7. 62 . 1 =. < r7 0 " “ 6=0: iT'o. 128 "24 0.249= i 148. 7 2.' 1^ 5' 2 1 . ' “ 1 2. pon 10 5. 1 2 0 9 27=.?=39 ' 67. 16.= 1 1 CO.' 150. 1 0. 1'2'0'."“ T l'o " ' 2 8 5 : 2 7 4 6 ' , 156. 7 2 : “ 12 '5' ' i ' 7 : i “ 9 0 0 : " “ 42 o' 340 1 1 5 . 140 1 4 . 5 1 C= c . 322.2704 11 154. 72. *1 '1 3 0 . 1 3 0 . 11“" “ 3 4 8 : 2 9 96 14:5 71 , ' '12 21" 16 7 . 19. 1 3 0 . 119 33" 620 . 13 18. 2 9 ".2 2 "5 70. ] 34. 1 ?. 19. 1 13. ' ■ I 3 '.' I 9. ------Q“ 1 3 : 5 " ' —5'2'CT-“ n o " 147 . 70. 320 17,5 11 2 9 . 5 14 7 4 . 165. ' 4 " -“75'T 5' 5 6 5:-1 2 :"" 13 8 . ■ ■7 27 400 1100. 7 25. 75. 174. ----O ' T5"9 T T . T 1T40. 1 5 4 ." '6 3 T 31" 970 . 2 = . 6 4 . 1 1^0. 142. To'40T' 7 2. "TO 9 13 3 2.5 1190. 49. 61T7"—7'B" '“ Z B '5 T r7 2 '3 303 .2 9 5 4 11 0 . 15C — '78 . 72 0 -“2 5-0: 1'6-'o 1 4 1 . 154 325.3035 !T 2 . 1 10 “ 2T O T ? "^":4110. 12" 2 1 n . 2 2 " 5 5'A^7 7'4r2' TT5“ 12c. 135 200.2454 3 90 Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. APPENDIX C PFI AND GPA FREQUENCY CHARTS Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. Graph I.; Grade Point Average of 108 Freshmen GE& meaD= ^0 2.376 t9 If 16 Ï1 11. f r e q u e n c y (-1 H ft >v 10 4 t 1 t S 4 i > I ov 1.0 tx i.i J.0 J.3, g r a d e -point i.<i u G ra p h I I .: f r e q u e n c y a.t 3.0 J.Î; oW 3.1. 5.Î 4,0 Physical Fitness Index of 108 Freshmen .80 /f PFI mean = /o 9 g 7 é f 9 J I 0 PFI Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 80. APPENDIX D COMPUTATION OF DATA Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 58 PEARSON PRODUCT kOMSNT CORRELATION COMPUTATION N 108 X (measures) Y Ü ^fx if: - r2 ^ 7 _ ^xy (measures ) G P A ^fy 77S y = 2 7 — = - '^y C_2 108 N Cy , = # = T Ô8 N ' a' X ûà3.y 77<T 7 7 ^ = N f - , C U ^ = /OS //. ^ 3 y <Ty = (C^>y) (S. I. y) y xy ( = ' "(^x r = ) - (°y) (. (/'^) = l ô î J T ^ ( ) ■ <S ( ^,5 s ) - , ^ s.n Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. — , 077/ 59 PEARSON PRODUCT ROEEi'ÏT CORRELATION COMPUTATION N = 108 X (measures) WeiQK't y PA (measures) = -/y ^fx^ = y/cZ, ^xy = — / N ;yZ" ' 1o8 ~ — zZtS^Ù> N “ TôB“ = = (O* ) (S, l.y) = . I. ) = /7 r = /.yyj" = ! //.o$ ^ ( /‘^ ( ) = . «2 ) - 9f,VS' ^ -/f "7TT ( K ) roy) ) ( <^'^ 3 ) "ü , - .^9^ ( /'f “*(Oy ) (0-y) _ = 9 ^ /àS' 2;xy -r = '^ - -,(ÿ/vy fa^9 - 0. N o' c ^ y Ù / W Xl =[I/- X N , . 1 2:fx^ Cf:X , ) 1.99S = ( -, ) / 3 V Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. — , ÛO L ^c-‘ PEARSON PRODUCT LOrlSNT CORRELATION COMPUTATION 60 N = 108 X (m easures) Luhg Caf>c\C&y y (meas ures ) ^ fX =7/ itj = ^fx^ = ^fy2 = ^xy = 7S X TÔB c ^ y if / ' ^ y îF ^ V „ °x = ("'% ) (S. ffy = W 'y ) (S. /y -. 5"o?/ = /z?y I" y) - ( = % ) (Oy) r = »v5V<é , . .f ^fx= = P ^X^ - TôB N -^’ y C P A = _ (,%2^) (.‘^^<^)r “TSF" (OroyJ . ^3/ 39V /^y, z r y Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. PEARSON PRODUCT kOHSwT CORRELATION COMPUTATION W = 1 0 8 X (measures) R \g k t 6 rip Y ^fy = ^fy2 = Cy ToB“ = (SPA V .^s"! N (measures) = ■ X = ÏÔS— ir^' / . y / 2 = -, N f - c. 2 = /3^9 = ( -3 . 33 -) Af; = =?///<5S' = -3 3 N O-y = W'x) (S. I-x) (tf'y) I. y) (S.. -- ( .a ( 3.3^ ) = . 2 ’xy - “ (Cy ) ' H ( /,9Z ) ) = -. ’^ , 0 O 4^ 3 9 S d Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. FZ PEAKSOîî Pk ü DUCT iiOl'iENT CORKELATIOiï COMPüTATIOIf 62 H = X (measures) L e f t 108 ifx = 7 ^fx2 = /V7^ ;^xy = p Y (measures) (p = = ^fy2 - 7 S C^ =■ = , = =: N . \ .ÔÎH, ^ 108 6> S 3 7 108 X û^7 = _ 3. ^ .-,.2 I/ 2 \ U _ A-2SŸ N °Lc = (<J<^) (s. ffy = (<j'y) (S. I. y) ( r.^ ) = ( S.33) :< ) = //,•// ( - -2. ) 2;xy -(Cy ) (c ) — _ r. - = N "7ÂF" ( 3 X f ^ f V -, ôVs" (.ÙSd ) ) = C 3.33 ) -, /^, J S 3 Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. PSARSOK PRODUCT R0M5NT COk KRLATIOU COMPUTATION’ 63 N = 108 X (measures) B>ack- Lift Y (measures) ifx = - // ^fy = ^fx2 =. ^ 6 " ^fy2 = ^xy = = , <P2VS' -WS7V. 108 N = = -,£^â-L 108 N = N ( (J* ) (<î*^) (S. léy) (s W y) (S c 2 7 - . = . 39S = A - c. i . J>'3S 'X H cT /-^ — /? Cy (7 P A = û7 ( ) ^xy -(c. r = J N K ) r<)}j 7S 7 ( ) -f-o ^>25''/ • Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. - PEARSON PRODUCT l.OHENT CORF.ELATION COMPUTATION N = X (measures) L e g ifx 64 108 Lift Y C PA (measures) = /7 ^fy2 - Cx2 = /7 N . i m - 108 X - r ^ I 1 c « .^ d*. ‘ / = (Ty = - C, 2 =1 ”*1/ 77 N (d*3-) (S. I.x> Wy) (s. I. y) ( = ( ^.à’3’) ( .JZ) = ,/39 -(Cy ) (C„) _ = ^ = : ^•xy r —^ N ( JZ 6- K)roy) / ^ S 7 K - 3 3 3 7 ) = ( J",j J ) - X 373 B. 3 ^ 7 Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. *"- O/é^S. 65 PEARSON PRODUCT kOMEKT CORRELATION COMPUTATION N 108 X Y (measures) P u / 1* (measures) ^ fX = - ^fy = ^fx^ = /V70^ ^fy2 = /=?=?;? ^xy - Sù Cx2 = ./// % " — N Cv = - = :: "TÔB = -g 108 c / =11 N - ,n i /V7Z /o% i/%""' d*. -, c;?ff Z‘^ ^ 9 - <.a\) (s. (tf'y ) (s .. -I.. y ) — r _”n = KXo}; # ?V/ S, S3> T ' - N ffy = G P ( \ ( C y 1-,^33U /J. 3 9 Z. i.x > = ( = ) ( / ) = 3. ( - ) /c % T73 yz. ^ 9 jz Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. (-.4/^6) (, ^//^) 66 PEâRSON PRODUCT ROMEKT CORRELATION COMPUTATION N = 108 X (measures) P u sli ^fx = ifx2 = Ups y (measures) (S' P A = ^fy2 / = = /3^y S'é -3Ù <=k =■ -^tï N 108 - cTf i68 • - - ’ C^2 • % # ■=. ,SVà> =. . c^ if f = !/ /àc, H O Î = 1 / X f/ tf'y = H yes' = <r^ = (a') J if (s. I. ( ) ( ) if ( ) = ••2- ) = iS", / 2"xy — (Cy ) (c^) r _ = - ÇS33) N ( 3 . C &T ) ( 3. 3 'S ) .293/O, /S7^S Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. PEARSON PRODUCT luOMENT CORRELATION COMPUTATION N 108 X (measures) Y (measures) ^ fx = ^fy = ^fx2 = ^fy2 = ^xy = : -^3. 108 ■■ . - X N r Cy2 -,dpy/iT = -,X^S ^ /c>S = N = y Ej ^ î x ‘ 0- /^.2-Ÿ ^ , ^y/j- : c2 = X G-PA "TÔB N Cy 0^2 6? /Aot = 3,3d /el = (cj. ) (S. <r_ = ¥ (O' ) if (S. I. = ) = if 2-xy W'7?y ) (d,3S) (/^<7 ) = f/^-7 (. ) ,A - , -JPf “ (C^ ) (C-y) T _ I f = l7,7?^ ) ( Asa = -, f,^Sô7 Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. - .^/7 P jEARSON p r o d u c t LOUR NT CORRELATION COMPUTATION N = 108 X (measures) ^fx = ^fx^ = p p j Y ^ 3 ? (measures) ^fy = j^^y2 — (î P A ^xy 108 N ^ £ 1 N . : --A'/, ^ Tos— = Cg2 : . 3'»39 = . / c 2 = y =!/ , - J3C5^ = *— »/ Vi N o-x = ("',) (8. .% tfy = (8'y) (S. I. y) = ) ( .2 _ -(Cy ) ( O -r- _ = ) (,jf&// ) (.^5") N /^39 9,3 Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. é://àé 69 PEARSON PRODUCT LOluENT CORRELATION COMPUTATION N X 108 (measures)*Xbir<^^ NJuvvibcv* Cv'e'^it-s Y (measures) ( > P A 9& = ^fx = — ^fx2 = /f/^ = 767 ^^ f x N £fy2 . -?% 10 Ô . = ^ .7ŸÛ f <sr ^ , .5 S3'. Cy2 TÔT N /97S /97^ -,79 N - c. 2 -.j'y /cz N '^x = C(ï’y) (8. I.y) (tf«y) (s. I. y) y xy ^ _ _ N = ( = ) ( ( / i/' ) = yy^ y _ -(=. ) (oj (y ’’ ) ( s.v % ( . g f f ) ( . 5 ’à’tî): ) S ^ '? iV, ^ 3 Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. PEARSON Pk CDUCT LOMERT'CORRELATION COMPUTATION N = X (measures )TotAI Cvec\\"ts 108 ifx y /& 10 ^xy = % (measures) ^fy = -37 ^fy2 = PPI V = 2L££. N 108 s = £i= 4 X 70 :=/=' N - /&/<9 =1 M -,7f //7V = y7- f»2'= y-as" /<£>^ = OV y = Cs. ( tf'v) y I. y {. 3.7i • W ) I ( / ) = d ; 7^ ( dr 3 = // 2-xy - -(c„ ) ( O ; r = (-. W ) - —N ~ = (<)roy) £f£7 = ,iv^/ /df, d 3 Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. ( if/): 71 ONE- WAY ANALYSIS OF VARIANCE College of Arts and Sciences = 60 33 15 4953.1 2578.4 1254.6 81 .0816 = NonMajors Professional Schools N = 108 T = 8786.1 83 .64 78.1353 T^N j=_ 71_4_7_73.64 Knj 77195553.21 108 nj , S Xij-2 = 422021.81 Tj^/nj 204591.76 91305.14 = 408886.6016 2 p i 95^.9866 t = 717918.7 104934.744 = 715279.3322 Sum of Squares (ETj^/nj - t 2/N) Between 715279*3322-714,773.6700=505*691 4 A nj o k o Xij - 5: M ) W i t h i n 71791 8.71 -71 5 ,279.3322=2639.3778 ^j ^ ^ k 'nj (e e Xij2_T2/N) Total 1433190.0422-1430,052.9730=3145.0692 >/ hi Source of Variation Sum of Squares Degrees of Freedom Between 505.6917 (k-1)=2 Within TOTAL 2639.3778 769.0682 (n-k)=105 107 Variance Estimate 252.8457=sb^ 25,1369= s w ^ F=10 .0587^' -'Since a significant F was found, the differences of means had to be located. Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. 72 DUNCAN»S NEW MULTIPLE RANGE TEST W i t h i n means square = 25.13? Harmonic mean = 26.785 Standard error of a single m ean s = s = 5.01 = .968 X fn Ttrrtr Duncan*s significant studentized ranges 2 steps 3 steps 2,800 2.947 2.710 2.853 (.05 level) 3.584 3.733 (-01 level) College of Arts and Professional NonSciences_____ Schools____________ Majors Mean 83.64 81,08 83.64 —— — 81.08 2.56 78.13 5 .6 1 ^ 2.95^- Significant at the .01 level Significant at the .05 level Reproduced with permission of the copyright owner. Further reproduction prohibited without permission.
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