SaftanJryyit
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SaftanJryyit
SaftanJryyit :'P Jilid 3, Bil. 2/2003 INFLUENCE OF PERSONALITY AND LEARNII{G STYLES ON I:iGINEERING STUDENTS'ACHIEVEMENT IN AN ENGLISH COURSE' By Norlida Ahmad e-mel: norli@usm.my AmirYazid Ali e-mel : meamir@eng.usm.my Puteri Rohani Megat Abdul Rahim e -me L' put er inmar t@ho tmail. c om Abstrak I an d ( I 9 9 3) unt uk m emp e r b a i ki p e n c ap a i an p e I aj ar, g ay a p eng aj ar an dan gaya pembelajaran perlulah saling lengkap melengkapi, Justeru, pengetahuan mengenai personaliti dan gaya belajar pelajar penting supaya M enur ut Hy guru dapat menyesuaikan gaya pengajaran mereka untuk memenuhi keperluan pembelajaran pelojar. Dalam kajian ini, kami cuba melihat sejauh mana personaliti dan goya belajar sekumpulan pelajar kejuruteraan mempengaruhi pencapaian mereka di dalam kelas bahasa Inggeris. Sebuah soal selidik personaliti yang diubahsuai dari Teori Personaliti (Eysenck, 1965) dan senarai semakberkenaangayabelajarpelajarberdasarkan'InferentialLearningTheory' (Kolbs, 1984) telah diberi kepada 97 orang pelajar tahun satu kejuruteraan yang mendaftar dalam kursus Academic English (LSP 300). Kertas kerja ini akan membincangkan dapatan kajian dan pandangan bagaimana untuk mempertingkatkan pencapaian pelajar berdasarkan personaliti dan gaya belajar mereka. Semoga dapatan ini dapat membantu guru mewujudkan persekitaran pembelajaran yang lebih sensitif kepada kehendak pelajar untuk mempertingkatkan p embel aj aran mer eka terutamanyq dal am b ahas a Ingger is. lntroduction It furst educators are aware that students vary in the ways they learn. Thus, attention should Ir si\,en to learners and how they learn. In the teaching and learning of English as the 5e;ond or foreign language (ESL/EFL), there should be less emphasis on teacher and Baching but more on learners and learning (Lessard-Clouston, 1997). The traditional miitions of teachers teach and learners learn is not always true. This has compelled ressarchers to focus their attention on the process of learning (Wenden, l99l). Wenden :';rther stipulates that researchers can find out more about what is learned from what is ,r;:rually taught and how it is learned. This is because the methods (how) and the reasons , n hr ) learners learn are as important as what they learn. 1r a rypical Malaysian classroom, the teaching and learning of English is still very much t. rirsion ofthis paper was presented at The Malaysian International r*.:.rng (MICELT) 2002 organized by Universiti Putra Malaysia. Conference on English Language 39 SahaaaJn%rr&l DP. Jitid 3, Bit. 2/2003 academic and exam oriented. Many teachers are still using the traditional teaching approach and students are assumed to learn uniformly or in accordance to the teachers, ways. Those who are unable to fit into the teachers' teaching methods are likely to face difficulties in learning the language. This might be one of the reasons why students fail or are less motivated to learn English. Hence, teachers need to consider individual differences since we know that individuals not only differ in what they learn but also how and why they learn or don't learn (Sim Seng Wan, 2000). Learners can benefit tremendously if a substantial proportion of the available formal learning time is given to address learning styles diversity and teachers try to construct their instructions to adapt to this diversity in learning' Consequently, knowledge of students'preferred learning styles and p".ronulity could prompt teachers to design more effective instructions that address individual differ- , ences. This insight would put them in a better position to implement a more learnercentered approach in teaching. j Cohen (1990) claims that a number of things taught in school are not learned by the stu- j dents, or at least not learned in the way that the teacher had envisioned. In other words. the content of instruction or teaching strategies may be inappropriate for certain l.urn"rr, I depending on their level of language proficiency, personality and their individual learnine I styles. If this happens, students struggle to adapt themselves to their teachers' teachini I style, the activities and materials that the teachers have prepared for them. In I cases students may just give up I trying. "rtr"*! I Teachers who do not recognize students'different learning styles, may discog.u*. ur| dents from developing and exploring new strategies, and in doing so limit studentr, u*ur"| ness oftheir cognitive capabilities (Wenden, 1991). This lack of awareness obviously limits I an individual's ability in a situation requiring new learning strategies. In addition, iiteacn| ers' teaching strategies do not match learners' cognitive capabilities or learners' learnine I strategies, the emotional toll may be great. Therefore it is very important that due attentioi I 'be paid to active learning that considers the learning styles aiu"rsity of the students in the I English classrooms. Learning and individuat I differences I I I I | | I I I I Most educators recognize that understanding the ways in which people learn is a t<ey ete| mentto understand students'satisfaction in learning and consequently, their educational imI There are several functions of learning. According to Eysenck ( 1990), two main functions of leaming are the acquisition of knowledge and the acquisition of principles of behaviour, discipline and character. We are aware that intelligence and personality of students pfuy significant roles in meeting the goals of learning. Teachers and lecturers must gin. utt"ntion to both social and biological aspects oftheir students, as genetic factors ur.-u. i*portant in determining intelligence as personality. The relevance of intelligence to acadernic achievement is obvious (Anthony, 1970). However, how personality is;elated to achievement is not clear to teachers or lecturers. That is why the relationships of personality and academic achievement remain the concern of researchers (Elliot, 1972;Entwistle, l-972). Every student has his own style in perceiving, conceptualizing, acquirt"- t"a" :;*."" I DP Jilid 3, Bil. 2/2003 Eaftaoalnggaab nation, forming ideas, processing, memorizing and forming value judgments (Hickson & Baltimore, 1996). In the classroom, each student has his own unique personality and motivatbnal factors (Collinson, 2000). These two elements will affectthe way they respond to the rhool environment and system and in acquiring the basic educational requirement and skills. lesearch in educational psychology has been directed to identifu the effects of individual differences in learning styles. Learning theorists generally agree that curriculum and iniructional strategies should be adapted to accommodate these individual differences (Burrows Horton & Oakland, 1997\.In Malaysian educational system, schools and universities under the ever-increasing pressure to meet highei academic standards. Thus, educaare becoming increasingly aware that it is important and essential to recognize the rry in which the students leam in order to improve their academic performance. It are two types ofpersonality as categorised by carl Jung (1923). They are extrovert introvert personalities. An extrovert person tends to like socializing, prefers activities, is friendly, a risk taker, and an impulsive and open-minded person. He likes learning discussion or in groups. on the other hand, an introvert person tends to focus his inner world. He dislikes involvement with other people or detests communicawith people that he is not familiar with. An introvert is usually reflective and defensive. is not as aggressive or temperamental as an extrovert. Unlike extroverts who are dominant (carver and Scheieq 2000) in any group discussion, introverts are pas- listeners. researchers have investigated the relationships between personality and academic (Engler, 1979; Furneaux,1962; Gordon, 1961). The findings showed that do better in examinations and acquire better grades. The results also show a g correlation between these two variables. In language acquisition, it was proposed extroverts learn better than introverts as they could easily acquire exposure to the hguageandinteractwithotherspeakers(Ellis,l985). Naiman(1978)ascitedinO'Malley Chamot (1990) also claims that extroversion personality is desirable for language rquisition as compared to introversion personality. Generally, learning styles either biobgical or developmental impose a set of personal characteristics that make certain teachfu or learning strategy effective for some and ineffective for others. d Learning Styles $ome researchers suggest that learning styles refer to individual's characteristic mode of Fining, processing and storing information (Davidson, 1990; De Bello, 1990). Kolb (1985) rcerted that learning style is a result of past experience, hereditary equifment and the fuands of present environment combining to produce individual orientations to a variety of harning modes. Learning style also refers to the ways students concentrate, process, internlize and remember academic information or skills. It often varies with age, achievement lvel, global versus analytic processing, preference and gender. Leaming style theorists have rbo identified and defined prefened student sensory modalities (visual, tactile and auditory). 4t fiaAaaahnggstia DP. Jilid 3, Bil, 2/2003 ] Past research on learning style preference and academic achievement tend to support the learning style theory. Students do manifest significant variations in how they best learn in l a seffing (Orsak, 1990; Andrews, 1990; Carbo & Hodges, 1988; Doyle & I I classroom Rutterford, 1984). The samples include gifted students, participation of students in regular I education curriculum and students who are in special education. In researches done by I Orsak (1990) and Doyle and Rutterford (1984), the learning style preference and academic I is achievement relationship seems to be relatively consistent. In addition, it is found that there I significant ilifference in learning style preference in bothhigh and low achieving students. I Researchers also investigate the consistent patterns of learning style preference for high, I middle and low achieving students. Smith and Holliday ( 1 986), Ricca ( I 983) and Wasson I ( 1 980) found that the high achieving students prefer independent study, they are signifi| cantly more self-motivated, persistent, responsible and prefer tactile rather than auditory | instruction. They learned best through self-direction, flexibility and need minimum struc- | ture and lecture. Middle and low achieving groups learn bestthrough group discussion and I fieldwork. In order to maintain attention in learning they prefer variety and mobility of I instructions. Generally low achievers have poor auditory memory. When they learn visu- I ally, it is usually through pictures, drawings, symbols, graphs, comics and cartoons. They I dislike reading textbook. Their inability to remember facts through discussion, lecture or I reading contributes to low achievers' low performance in conventional schools as most I instruction in conventional schools is delivered by teachers talking and students listening or I reading (Milgram, Dunn & Price, 1983) Learning | Preference I Kolb's (1934) stated that each student has one main style, which tends to be fairly stable I overtime. However, the style may be modified with experiences, or in a classroom where I the preferred style is not encouraged, one has to change to try to learn. It is advisable that I lebturers and teachers understand each preference in order to develop an understanding I of how students may respond to lessons. In this model, four leaming preference are iden- | and ::'*T;,."Tverger ac commod ator. A bri er de scripti on *,n. ""' ||l*t_# I I I | arts. I il. Assimilator. I The greatest strength is the ability to create theoretical models. This person seems to learn I bestthrough inductive reasoning, organizing information, and assimilatingdisparate obser- | vations into an integrated explanation, often disregardingthe facts that they do not fit with I the theory. Assimilators love and enjoy abstract argument or assignments, for example, I creating action plans to solve problems or situations. They prefer abstract conceptualization ! doresearchandpranning' and are "o***u**'" ;:1,:'ff:lT:r"H;ffi:Jit"Jrriketo The greatest strength is the ability to assimilate disparate observations. This person seems to learn best through brainstorming, which allows viewing concrete situations from many perspectives, and the use of imagination. Divergers tend to be emotional, have broad cultural interests, and often specialize inthe I E I ," Jitid 3, Bit. 2/2003 *arta&fiqsaiia lfr"o"W"nunLsthepracticalapplicationofideas,theabilitytosolveproblems. I lhis person seems to learn best through hypothetical-deductive reasoning in situations I ! I ! nrch as conventional learning where there is one correct answer or solution to a problem. Convergers learn through abstract conceptualization and active experimentation. They pttf.t concrete answers and are relatively unemotional, prefer to deal with things instead of.people, and tend to have narrow technical interests, often specializing in the physical j=o=--t=='n*o*^oo*o, shength is doing things, carrying out plans and involving self in new experiI m" greatest person seems to learn best through intuitive trial-and-error experimenting or f cnces. This to immediate circumstances. Accommodators prefer to be risk takers who thrive rdapting ! action and new experience. m They are at ease with people, but sometimes seen as ! as they rely heavily on others for information instead of asserting their own inpatient ! ability. They tend to be found in technical or practical "action-orGnted" jobs !. lalytical tr nrch as marketins and sales. I! I I I ! f ! I ! ! ! n vlew of all the theories discussed so far, we hope to identifu the common learning style Feference and personality of engineering students so that we could use this knowledge to doigt more effective instructions that address individual differences. This insight would Xtp put teachers in a better position to implement a more learner-centered approach in taching. Teachers could differentiate the types of tasks and instructions to comply with th" different learning styles of the students. When having cooperative learning groups, lachers can group students together based on their learning styles. Students with similar ryt.t could learn the task in the ways that best meet their needs and could produce different things to show their learning. On the other hand, teachers could also group nrdents with different styles together to get the sharing of ideas from different perspectives. Therefore, it is very important that lecturers and teachers understand each learning order to deverop an understanding of how students mav respond to' ] :::::"' 1 n"roord"r,, JJ,*,**ntsinthisstudywerefirstyearengineeringstudentsenrolledintheAca- J J J I J I I If I &mic English course (LSP 300). 97 students (21 females andT6males) from the schools ofMechanical, Electric and Electrical andAerospace engineering participated in this study. Their age ranges between 19 and 21 years old. There are 54 Chinese, T Indians and 36 Uatays and all of them scored band 4 in Malaysian University English Test (MUET). The nain objective of the study is to find out how much students' personality and leaming style influence their performance in their English subject. The study also attempts to determine {D *nat tYpe of personality do majority of the engineering students have and (ii) what harning style do majority ofthe engineering students preferred. I.' I IF Eafraaa.1nggpiia DP. Jilid 3, Bit. 2/2003 Methods The respondents were given a set of questionnaires consisted of 2l items (yes/no) on personality types based on Eysenck's Theory of Personality (1990) and ZZ iiems (with Likert's scale) on learning styles based on Kolb's Inferential Learning Theory (19g5) in the middle of the semester. The items on the questionnaires were first given to a group consisted of 20 students enrolled in LSP 3001 Corrections were made to items that students found confusing. At the end of the semester, the students' grades in the English course (LSP 300) were recorded. The data collected were then tabulated using the statistical packages (Excel and SpSS Version l0). Results The data were analyzed based on three key determinant factors (i) the grades obtained in the English course, (ii) the leaming styles of the students and (iii) theii personality type. The first test is to determine the personality traits of students majoring in engineering. The result on the personality scores is shown in Table l. Those scoring 10 or below are ctnsidered introvert and those scoring I I or higher are considered extrovert. Table l: Freauency and Percentage Distribution on The personalitv scores Personality-score Introvert Extrovert From table 2, it Frequency Percentage 5-10 15 tt t5.46 82 85.53 -20 can be said that ma- jority of engineering students from the sample are having extrovert personality, with the mode ofthe scores hovering between 11 and 14. The table shows that only 15.5 % of engineer- Personalitv-score Frequency Valid Percent 5 I 6 I 1.0 7 2.1 1.0 ing majors are introverts while the rest 8 2 4 (84.5%) are extroverts. 9 I 1.0 l0 6 6.2 Table 2: Frequenqt On The Personaliy Scores The second analysis is on the learning style of engineering students. A cross lt 34 12 10 0.3 t3 t4 t2 1l 2.4 l5 9 9.3 l6 lt lt I1.3 2 2.1 2 2.1 t7 l8 l9 tabulation table was produced as in table n J. Total 44 l3 4.1 1.3 I1.3 1.0 s7 100.0 DP. Jilid 3, Bil. 2/2003 SoAaoaJng*eti6 Table 3: Learning Styles Of Engineering Students Learning Style Valid Frequency Percent 10.3 Converger (1.00) 10 Diverser (2.00) 16 16.5 Assimilator (3.00) 51 52.6 Accommodator (4.00) J Unsure (s.00) t7 t7.5 97 r00.0 Total 3.1 Table 3 indicates that more than halt (52.6%) of the students in the sample are assimilators rn their learning style. The divergers trailed second with a percentage of 16.5 o%. Perusal firough raw data indicates that most of those who are unsure have also indicated to be assimilators. Further analyses on learning style by race indicate that there are similar trends among the three major races (Table 4). Table 4: Summary qf Learning Snles RACE 4:cording to Race Learning style Chinese Indian 2 Converger (1.00) 6 Diverger (2.00) t2 Assimilator (3.00) 22 J Total Malay 2 10 4 16 26 51 I J Accommodator (4.00) 2 Unsure t2 2 3 l7 54 7 36 97 (5.00) Total The third analysis is to find out whether learning styles have any effect on the score rn the English course. The rcst is to find conelations beseen the two factors. Figure I shows a box plot graph between the two factors. Oe T-T-T l.I,-I _L o !(u Fiqure L' Correlation ben,,een learning s\tles and Enqlish Course Grades o) (D g f o o l_ .c ,9 (') c o T ot2 40 10 16 51 3 17 1.00 2.OO 3.00 4.00 5.00 learning style 45 fiaAa&Xnggelia DP. Jilid 3, Bil. 2/2003 From figure 1, it can be visually observed that Divergence-learning style had slightly better score (mean) with lesser standard deviation in comparison to Convergence and Assimilators learning styles. The accommodative learning styles seem to perform rather conseryatively. Further analysis using Pearson corelations test was done as shown in Table 5. Table 5: Relationshio Between Lqarni.np Stvles and Per_formance in Enelish Course Correlations , English course grade Correlations English course grade ANOVA English course grade Pearson 1.000 Correlation Sie. (2+ailed) Learning style Learning style -.M7 .&7 Pearson -.M7 Correlation .&7 1.000 Sig. (2-tailed) N n s7 Sum ofSquares df Mean Square F' Sig. 128.071 4 32.018 .701 .593 Within Groups 4201.616 n 4s.67A Total 4329.686 % Between Groups Table 5 shows that there is no significant correlation between learning styles and performance in the English course. The ANOVA test confirms the non-correlation between the two factors. It is not viable to perform an analysis on personality traits to English course grade, because majority of the students are extrovert. Any type of testing for the two factors will result to inconclusiveness. Discussion Personalify traits It is common practice in Malaysian secondary schools that the better students are streamed to science and the lesser achievers are streamed into arts classes. This trend continues at university where only the better students are allowed to take technical or medical subjects. As Engineering is a technical subject, the engineering students are known to be better academic achievers than those taking other courses as majors. The result tends to be in agreement with the findings of Engler ( I 979), Furneaux (1962), and Gordon ( I 96 I ), where extroverts tend to perform better in examinations. 46 )P. Jilid 3, Bil. 2/2003 SahaaoJn#oio Learning styles Engineering is a course that requires its students to be able to conceptualize complex and ssstract scenarios and also requires the students to amalgamate information and concepts l,: form models. Inference and deductive reasoning are important methods of finding a :.:lution to an engineering problem. Assimilators and convergers learning styles seem to be s.ritableforstudyingtechnicalsubjects. Theresultsofthisstudyshowsthatmorethanhalf : f the engineering students have the learning style that are suitable for studying engineerrre namely the assimilator. Learning styles correlation with test performance The results of the third analysis tends to differ from the conclusion made by Orsak (1990), {ndrew (1990), Carbo and Hodges (1988), Doyle and Rutterford (1984), that learning style :nd students' achievement are significantly correlated, especially in this particular case. The :esults show no significant difference between learning styles to achievement in the English ;"lurse grades for Engineering students. Maybe this is due to the fact that English is not a :echnical subject and if another engineering subject is used to examine correlation, a different ;,rnclusion could be the result. Another possible reason is maybe because of the way the r,rurSe, LSP 300, is taught. Tutors need to consider and tailor the lessons according to the learning style in order to get better students' achievement. 'mdents' Implication leachers need to consider individual differences since we know that individuals not only Jiffer in what they learn but also how and why they learn or don't learn. Accordingly, i;iowing students' prefened learning styles and personality can prompt teachers to design nore effective instructions that address individual differences. This insight would also :elp teachers in designing a more learner-centered approach in their teaching. \\-hen it comes to teaching students majoring in technical subjects like in this case, engineering students, teachers have to bear in mind that these students learn best through :nductive reasoning, organizing information, and assimilating contrasting olservations into an integrated explanation. As many of them are assimilators, they would enjoy abstract argument or assignments, for example, creating action plans to solve problems or situa:ions. These students would like to do research and planning. Since majority of engineering students are having extrovert personality, lessons should also consider their preference for 3ctivities that include group work and discussion. In teacher training programmes, train:es need to be exposed to the many theories and models of students' personality and learning styles so that they too would be aware of the students' diversity. 47 SaAaooJnggatil DP. Jilid 3, Bil. 2/2003 Conclusion In this study, we attempt to investigate to what extend personality and learning styles of a group of engineering students influence their achievement in English language. The findings can help teachers teaching such students establish a learning environment that is more sensitive to the students' characteristics and learning style in order to enhance their learning experience especially in English classes. Teachers cannot expect to teach every student the sarile way because engineering students have different learning styles than the students majoring in arts. Awareness of the students' personality and learning style is important because teachers can then adapt their instructional style according to their students' needs. With an understanding of the role of learning style and personality traits in language learning, teachers can assist learners in becoming more aware of their learning style and the range of possible strategies that they can use successfully to facilitate language learning. Therefore it is very important that due attention be paid to active learning that considers the learning style diversity of the students in the English classrooms. Limitation In this study we are largely oriented towards quantitative data. In order to get a true picture of learner's learning styles and personality a variety of research methods, both quantitative and qualitative should be employed. Reference Andrews, R.H. ( 1990). The Development Of Learning Style Program in a Low Socioeconomic, Underachieving North Carolina Elementary School. Journal Of Reading, 'Writing & Learning Diabilities International.6 (3) r 307-314. l Anthony, W.G. (1977). The Development of Extraversion and Ability : An analysis of Rushton's Longitudinal data. British Journal Of Educational Pcychologt.47.l%-1 j 196. Burrows-Horton, C. & Oakland, T (1997). Temperament-Based Learning StylesAs Moderators Of Academic Achievement . Adolescence i2 (125). l3l-142. Carbo, M & Hodges, H. (1988). Learning style Strategies Can Help Students At Risk Teaching Exceptional Children,20. 55-58. l Carver, Charles S. and ScheieE Michael F. (2000). Perspective on Personality, Al ,tl and Bacon. I Cohen, A.D. (1990). Language' Learning: searchers. New York: Newburry House. Insights for learners, teachers and ,"1 I 48 I l I Jilid 3, Bil. 2/2003 1Jafraoo Jngget ii Eric (2000). Survey Of Elementary Students Learning Style Preference And Academic Success. Contemporary Education. Vol. 71. Issue 4. 42-49. idson, G.V. (1990). Matching Learning Style With Teaching Style. Is it a useful Con- cept in lnstruction? Performance And Instruction. 29. 36-38. Bello, T.C. (1990). Comparison Of Eleven Major Learning Style Models: Variable, Appropriate Populations, Validity Of Instrumentation and Research Behind Them. International Journal Of Reading, Writing and Learning Disabilities. 6. 203- 222. W & Rutherford,B (1984). Classroom Research On Matching Learning And Teaching Style. Theory Into Practice, 23, 20-25. R.S., Dunn, K.J., and Price, G.E. (1975). The Learning Style Inventory. Boston:McBer. C.D. (1972). Personality factors and Scholastic Attainment. British Journal Of Educational P sychology.4 2. 23 -32. Rod. (1985). Understanding Second language Acquisition. Oxford University Press. . (1979). Personality Theories . An Introducfion. Boston : Houghton Mifflin Co. N.J. (1972). Personality and Academic Attainment. British Journal Of Educational Pcychology.42. 137-151. H.J. (1990). Personality and School Achievement. Education Today.4|.316, x, W.D (1962). The Pcychologist And The University. University Quart.l7. 33-47. J. & Baltimore,M. (1996). Gender Related Learning Style Patterns Of Middle School Pupils. School Psychologt International. 17 (1). 59-70. D.A. (1985). Learning Style Inventory. Boston, MA: Mcber. b, David. A (1984). Experiential Learning : Experience As The Sources Of Learning And Developmenf. New Jersey : Prentice-Hall. Lessard-Clouston, M. (1997). Language Learning Strategies: An Overview forL2teachers. The Internet TESL Journal (on-line serial), l2(3), December 1997. Available at: wwwaitech.ac. i p/-iteslj/Articles/Lessard-C louston-StrateKv.html. 49 SJaAaoaXnggotia DP. Jilid 3, Milgram, R.M, Dunn, R. & Price, G.E. (1993). Teaching And Counseling Gifted Talented Adolescents: An International Learning Style Perspective. CT : Praeger. O'Malley, Michael J. and Chamot, Anna Uhl, (1990). Learning Strategies in Language Acquis ition, Cambridge University Press. Orsak, L: (1990), Learning Style versus The Rip Van Winkle Syndrome. Educat Leadership, 48(2), 19-20. Ricca, J. (1993). Curricular Implications Of Learning Style differences between and non-gifted students. (Doctoral Dissertation, State University Of New York Buffalo) Dissertation Abstracts International, 44, 1324A. Sim Seng Wan (2000). Learning Styles and language Learning Strategies of form students. Unpublished Masters Degree, Universiti Sains Malaysia. & Holliday, P. (1986). Learning Style And Academic Achievement in F, Fifth and Sixth grade Students. San Francisco. Smith,D Wassono F.R. (1980). A.Comparative Analysis Of Learning Styles And Personality acteristics Of achieving and underachieving gifted elementary students (Doctoral sertation, Florida State University). Dissertation Abstract International, 4l.3993 A. (1991). Learner Strategy for learner autonomy: Planning and menting learner training for language learners. New York: Prentice Hall. Wenden, 50