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pp. 41-60 | Article Number: ijese.2019.004
Published Online: February 05, 2019
Article Views: 785 | Article Download: 868
Many models in educational have tried to clarify the causal relationships of motivation variables on student performance, by presenting hypothesized models, exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) under structural equation modeling (SEM). Based on the literature, this model inspected the most robust stimuli of motivation: intrinsic, extrinsic, amotivation, self-efficacy and achievement motivation alongside with other variables like parental education, location, musculoskeletal pain (MSP), student body mass index (BMI), bag weights and tuition. SEM (unmodified and modified) is used to clarify the interrelationships of these variables and their relative contributions to academic performance. The sample consists of 324 students from Forest-Side State Secondary School (Boys). The results show that as predicted the latent variable motivation, mother education, private tuition and weights of bags have direct effects on students‘ performance using the modified standardized coefficients.
Keywords: motivation, academic performance, students, SEM
Abledu, J. K., & Offei, E. B. (2015). Musculoskeletal Disorders among First-Year Ghanaian Students in a Nursing College. African Health Sciences, 15(2), 444-449. https://doi.org/10.4314/ahs.v15i2.18
Abu Bakar, K., Tarmizi, R. A., Mahyuddin, R., Elias, H., Luan, W. S., & Ayub, A. F. M. (2010). Relationships between university students’ achievement motivation, attitude and academic performance in Malaysia. Procedia-Social and Behavioral Sciences, 2(2), 4906-4910. https://doi.org/10.1016/j.sbspro.2010.03.793
Aguirre-Perez, D. M., Otero-Ojeda, G. A., Pliego-Rivero, F. B., & Ferreira-Martinez, A. A. (2007). Relationship of working memory and EEG to academic performance: A study among high school students. International journal of neuroscience, 117(6), 869-882. https://doi.org/10.1080/00207450600910077
Ahmed, W., & Bruinsma, M. (2006). A Structural Model of Self-concept, Autonomous Motivation and Academic Performance in Cross-cultural Perspective.
Alswat, K. A., Al-Shehri, A. D., Aljuaid, T. A., Alzaidi, B. A., & Alasmari, H. D. (2017). The association between body mass index and academic performance. Saudi medical journal, 38(2), 186. https://doi.org/10.15537/smj.2017.2.16320
Amrai, K., Motlagh, S. E., Zalani, H. A., & Parhon, H. (2011). The relationship between academic motivation and academic achievement students. Procedia-Social and Behavioral Sciences, 15, 399-402. https://doi.org/10.1016/j.sbspro.2011.03.111
Anderson, J. C., & Gerbing, D. W. (1984). The effect of sampling error on convergence, improper solutions, and goodness-of-fit indices for maximum likelihood confirmatory factor analysis. Psychometrika, 49(2), 155-173. https://doi.org/10.1007/BF02294170
Anderson, J. C., & Gerbing, D. W. (1988). Structural equation modeling in practice: A review and recommended two-step approach. Psychological bulletin, 103(3), 411. https://doi.org/10.1037/0033-2909.103.3.411
Arbabi, T., Vollmer, C., Dörfler, T., & Randler, C. (2015). The influence of chronotype and intelligence on academic achievement in primary school is mediated by conscientiousness, midpoint of sleep and motivation. Chronobiology international, 32(3), 349-357. https://doi.org/10.3109/07420528.2014.980508
Areepattamannil, S. (2014). Relationship between academic motivation and mathematics achievement among Indian adolescents in Canada and India. The Journal of general psychology, 141(3), 247-262. https://doi.org/10.1080/00221309.2014.897929
Atkinson, J. W., & Feather, N. T. (eds.) (1966). A theory of achievement motivation (Vol. 66). New York: Wiley.
Atta, M. A., Jamil, A., Rehman, J., Ayaz, M., Saeed, A., & Shah, M. A. (2011). Effects of private home tuition on educational attainments of students at secondary school level. World Applied Sciences Journal, 13(6), 1486-1491.
Ayub, N. (2010). Effect of intrinsic and extrinsic motivation on academic performance. Pakistan business review, 8, 363-372.
Badiee, H., Babakhani, N., & Hashemian, K. (2014). The Explanation of structural model of academic achievement based on perception of classroom structure and use of motivational strategies in middle schools of Tehran. Procedia - Social and Behavioral Sciences, 116, 397-402. https://doi.org/10.1016/j.sbspro.2014.01.229
Bakhtiarvand, F., Ahmadian, S., Delrooz, K., & Farahani, H. A. (2011). The moderating effect of achievement motivation on relationship of learning approaches and academic achievement. Procedia-Social and Behavioral Sciences, 28, 486-488. https://doi.org/10.1016/j.sbspro.2011.11.093
Baliyan, S. P., & Nenty, H. J. (2015). Demographic Factors Influencing Senior Secondary School Students’ Attitude towards Agriculture in Botswana. International Journal of Education and Research, 3(10), 457-470.
Bandura, A. (ed.) (1995). Self-efficacy in changing societies. Cambridge university press. https://doi.org/10.1017/CBO9780511527692
Bentler, P. M. (1982). Linear systems with multiple levels and types of latent variables. Systems under indirect observation, pp.101-130.
Bergamin, P., Ziska, S. and Groner, R., 2010. Structural equation modelling of factors affecting success in student’s performance in ODL-Programs: Extending Quality Management concepts. Open Praxis, 4(1), pp.18-25.
Bipp, T., & van Dam, K. (2014). Extending hierarchical achievement motivation models: The role of motivational needs for achievement goals and academic performance. Personality and Individual Differences, 64, 157-162. https://doi.org/10.1016/j.paid.2014.02.039
Bong, M. (2004). Academic motivation in self-efficacy, task value, achievement goal orientations, and attributional beliefs. The Journal of Educational Research, 97(6), 287-298. https://doi.org/10.3200/JOER.97.6.287-298
Boon, H. J. (2007). Low-and high-achieving Australian secondary school students: Their parenting, motivations and academic achievement. Australian Psychologist, 42, 3,212-225. https://doi.org/10.1080/00050060701405584
Bossaert, G., Doumen, S., Buyse, E., & Verschueren, K., 2011. Predicting children’s academic achievement after the transition to first grade: A two-year longitudinal study. Journal of Applied Developmental Psychology, 32(2), 47-57. https://doi.org/10.1016/j.appdev.2010.12.002
Bouffard, T., & Couture, N. (2003). Motivational profile and academic achievement among students enrolled in different schooling tracks. Educational studies, 29(1), 19-38. https://doi.org/10.1080/03055690303270
Bozack, A. R., & Salvaggio, A. N. (2013). Relational effects of reading motivation and academic achievement among adolescent boys. Reading Psychology, 34(6), 507-522. https://doi.org/10.1080/02702711.2012.660302
Broussard, S. C., & Garrison, M. E. (2004). The relationship between classroom motivation and academic achievement in elementary‐school‐aged children. Family and Consumer Sciences Research Journal, 33(2), 106-120. https://doi.org/10.1177/1077727X04269573
Burton, K. D., Lydon, J. E., D’alessandro, D. U., & Koestner, R. (2006). The differential effects of intrinsic and identified motivation on well-being and performance: prospective, experimental, and implicit approaches to self-determination theory. Journal of personality and social psychology, 91(4), 750. https://doi.org/10.1037/0022-35184.108.40.2060
Byrne, B. (2001). Structural Equation Modeling with AMOS. New Jersey: Lawrence Erlbaum.
Caprara, G. V., Vecchione, M., Alessandri, G., Gerbino, M., & Barbaranelli, C. (2011). The contribution of personality traits and self‐efficacy beliefs to academic achievement: A longitudinal study. British Journal of Educational Psychology, 81(1), 78-96. https://doi.org/10.1348/2044-8279.002004
Cassidy, T., & Lynn, R. (1989). A multifactorial approach to achievement motivation: The development of a comprehensive measure. Journal of Occupational Psychology.
Cherry, K. (2016). Motivation: Psychological factors that guide behavior. Retrieved from https://www.verywellmind.com/what-is-motivation-2795378.
Chevalier, A., Harmon, C., O’Sullivan, V., & Walker, I. (2013). The impact of parental income and education on the schooling of their children. IZA Journal of Labor Economics, 2(1), 8. https://doi.org/10.1186/2193-8997-2-8
Chik, Z., & Abdullah, A. H. (2018). Effect of Motivation, Learning Style and Discipline Learn about Academic Achievement Additional Mathematics. International Journal of Academic Research in Business and Social Sciences, 8(4), 772-787.
Choi, K., & Kim, D. Y. (2013). A cross cultural study of antecedents on career preparation behavior: Learning motivation, academic achievement, and career decision self-efficacy. Journal of Hospitality, Leisure, Sport & Tourism Education, 13, 19-32. https://doi.org/10.1016/j.jhlste.2013.04.001
Chow, S. J., & Yong, B. C. S. (2013). Secondary School Students’ Motivation and Achievement in Combined Science. Online Submission, 3(4), 213-228.
Clark, et al. (2014). Mediating relationships between academic motivation, academic integration and academic performance. Learning and Individual Differences, 33, 30-38. https://doi.org/10.1016/j.lindif.2014.04.007
Cokley, K. O. (2000). Examining the validity of the Academic Motivation Scale by comparing scale construction to self-determination theory. Psychological Reports, 86(2), 560-564. https://doi.org/10.2466/pr0.2000.86.2.560
Cokley, K., Komarraju, M., King, A., Cunningham, D., & Muhammad, G. (2003). Ethnic differences in the measurement of academic self-concept in a sample of African American and European American college students. Educational and Psychological Measurement, 63(4), 707-722. https://doi.org/10.1177/0013164402251055
Dang, H. A., & Rogers, H. F. (2008). How to interpret the growing phenomenon of private tutoring: human capital deepening, inequality increasing, or waste of resources?. The World Bank. https://doi.org/10.1093/wbro/lkn004
Dang, H.-A. (2008). Private Tutoring in Vietnam: An Investigation of its Causes and Impacts with policy implications. Saarbrucken: VDM Verlag Dr. Muller.
Deci, E. L., & Ryan, R. M. (1975). Intrinsic motivation. John Wiley & Sons, Inc.. https://doi.org/10.1007/978-1-4613-4446-9
Deci, E. L., & Ryan, R. M. (1985). The general causality orientations scale: Self-determination in personality. Journal of research in personality, 19(2), 109-134. https://doi.org/10.1016/0092-6566(85)90023-6
Deci, E. L., & Ryan, R. M. (2000). The “what” and “why” of goal pursuits:Human needs and the self-determination theory. Psychological Inquiry, 11(4), 227–268. https://doi.org/10.1207/S15327965PLI1104_01
Deci, E. L., & Ryan, R. M. (2008). Facilitating optimal motivation and psychological well-being across life’s domains. Canadian Psychology/Psychologie canadienne, 49(1), 14. https://doi.org/10.1037/0708-55220.127.116.11
Deci, E., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. Springer Science & Business Media. https://doi.org/10.1007/978-1-4899-2271-7
Desforges, C., & Abouchaar, A. (2003). The impact of parental involvement, parental support and family education on pupil achievement and adjustment: A literature review (Vol. 433). Nottingham: DfES publications.
Detsch, C., Luz, A. M. H., Candotti, C. T., Oliveira, D. S. D., Lazaron, F., Guimarães, L. K., & Schimanoski, P. (2007). Prevalência De Alteraçõesposturaisemescolares Do Ensinomédioemumacidade No Sul Do Brasil. Revistapanamericana De Salud Publica, 21, 231-238. https://doi.org/10.1590/S1020-49892007000300006
Di Giunta, L., Alessandri, G., Gerbino, M., Kanacri, P. L., Zuffiano, A., & Caprara, G. V. (2013). The determinants of scholastic achievement: The contribution of personality traits, self-esteem, and academic self-efficacy. Learning and individual Differences, 27, 102-108. https://doi.org/10.1016/j.lindif.2013.07.006
Diseth, Å., Pallesen, S., Brunborg, G. S., & Larsen, S. (2010). Academic achievement among first semester undergraduate psychology students: the role of course experience, effort, motives and learning strategies. Higher Education, 59(3), 335-352. https://doi.org/10.1007/s10734-009-9251-8
Dodd, A. (2006). Investigating the effective use of resources in secondary schools. DfES Publications.
Doshi Dhara, R., & Jogson, Y. A. (2014). A study of mental health and academic achievement among orphan and non-orphan students. International Journal of Current Research and Academic Review, 2(1).
Du Toit, D., Pienaar, A. E., & Truter, L. (2011). Relationship between physical fitness and academic performance in South African children. South African Journal for Research in Sport. Physical Education and Recreation, 33(3), 23-35.
Du, J. Y., Aichmair, A., Schroeder, J. E., Kiely, P. D., Nguyen, J. T., & Lebl, D. R. (2017). Neck Pain and Low Back Pain in Medical Students: A Cross-Sectional Study. International Archives of Public Health and Community Medicine.
Duthey, B. (2013). Background Paper 6.24 Low BP. Priority Medicines for Europe and the World. Global Burden of Disease (2010), (March), 1-29.
Erten, İ. H. (2014). Interaction between Academic Motivation and Student Teachers’ Academic Achievement. Procedia - Social and Behavioral Sciences, 152, 173-178. https://doi.org/10.1016/j.sbspro.2014.09.176
Falout, J., Elwood, J., & Hood, M. (2009). Demotivation: Affective states and learning outcomes. System, 37(3), 403-417. https://doi.org/10.1016/j.system.2009.03.004
Feldman, D. B., & Kubota, M. (2015). Hope, self-efficacy, optimism, and academic achievement: Distinguishing constructs and levels of specificity in predicting college grade-point average. Learning and Individual Differences, 37, 210-216. https://doi.org/10.1016/j.lindif.2014.11.022
Field, A. (2009). Discovering Statistics using SPSS. Sage: London.
Fritea, I., & Fritea, R. (2013). Can motivational regulation counteract the effects of boredom on academic achievement? Procedia-Social and Behavioral Sciences, 78, 135-139. https://doi.org/10.1016/j.sbspro.2013.04.266
Geier, A. B., Foster, G. D., Womble, L. G., McLaughlin, J., Borradaile, K. E., Nachmani, J., Sherman, S., Kumanyika, S., & Shults, J. (2007). The relationship between relative weight and school attendance among elementary schoolchildren. Obesity, 15(8), 2157-2161. https://doi.org/10.1038/oby.2007.256
George, D., Nayak, B. S., & Shetty, S. (2015). Bag Pack Weight and Musculoskeletal Discomfort Among School Children. Nursing and Midwifery Research, 11(3), 97.
Goodgold, S., Corcoran, M., Gamache, D., Gillis, J., Guerin, J., & Coyle, J. Q. (2002). Backpack Use in Children. Pediatric Physical Therapy: The Official Publication of The Section on Pediatrics of The American Physical Therapy Association, 14(3), 122-131.
Grace, J. B., & Bollen, K. A. (2005). Interpreting the results from multiple regression and structural equation models. The Bulletin of the Ecological Society of America, 86(4), 283-295. https://doi.org/10.1890/0012-9623(2005)86[283:ITRFMR]2.0.CO;2
Guay, F., Chanal, J., Ratelle, C. F., Marsh, H. W., Larose, S., & Boivin, M. (2010). Intrinsic, identified, and controlled types of motivation for school subjects in young elementary school children. British Journal of Educational Psychology, 80(4), 711-735. https://doi.org/10.1348/000709910X499084
Gwynn, E. P. (2012). Achievement Motivation in High School: The Role of Teacher-Child Relationship Quality from Third Grade to Sixth Grade (Doctoral dissertation).
Harreby, M., Nygaard, B., Jessen, T., Larsen, E., Storr-Paulsen, A., Lindahl, A., Fisker, I., & Lægaard, E. (1999). Risk Factors for Low BP in a Cohort of 1389 Danish School Children: An Epidemiologic Study. European Spine Journal, 8(6), 444-450. https://doi.org/10.1007/s005860050203
Hart, J. W., Stasson, M. F., Fulcher, K. H., & Mahoney, J. M. (2008). Assessing Achievement Motivation as a Multi-Faceted Construct: Examining the Psychometric Properties of the Cassidy and Lynn Achievement Motivation Scale. Individual Differences Research, 6(3).
Hart, J. W., Stasson, M. F., Fulcher, K. H., & Mahoney, J. M. (2008). Assessing Achievement Motivation as a Multi-Faceted Construct: Examining the Psychometric Properties of the Cassidy and Lynn Achievement Motivation Scale. Individual Differences Research, 6(3).
Hauser, R. M., & Warren, J. R. (1997). Socioeconomic indexes for occupations: A review, update, and critique. Sociological methodology, 27(1), 177-298. https://doi.org/10.1111/1467-9531.271028
Helker, K., & Wosnitza, M. (2016). The interplay of students’ and parents’ responsibility judgements in the school context and their associations with student motivation and achievement. International Journal of Educational Research, 76, 34-49. https://doi.org/10.1016/j.ijer.2016.01.001
Hornstra, L., van der Veen, I., Peetsma, T., & Volman, M. (2013). Developments in motivation and achievement during primary school: A longitudinal study on group-specific differences. Learning and Individual Differences, 23, 195-204. https://doi.org/10.1016/j.lindif.2012.09.004
Hoseinzadeh, D., & Shoghi, B. (2013). The Relationship between Physical Function and General Health with Academic Achievement. Procedia-Social and Behavioral Sciences, 84, 1212-1216. https://doi.org/10.1016/j.sbspro.2013.06.730
Hulin, C., Netemeyer, R., & Cudeck, R. (2001). Can a reliability coefficient be too high?. Journal of Consumer Psychology, 55-58. https://doi.org/10.1207/S15327663JCP1001&2_05
Jackson, D. L. (2001). Sample size and number of parameter estimates in maximum likelihood confirmatory factor analysis: A Monte Carlo investigation. Structural Equation Modeling, 8(2), 205-223. https://doi.org/10.1207/S15328007SEM0802_3
Jovinius, J. (2015). An Investigation of the Effect of Geographical Location of Schools to the Students’ Academic Performance: A Case of Public Secondary Schools in Muleba District (Doctoral dissertation, The Open University of Tanzania).
Khadaee, G. H., & Saeidi, M. (2016). Increases of Obesity and Overweight in Children: an Alarm for Parents and Policymakers. International journal of pediatrics, 4(4), 1591-1601.
Khalaila, R. (2015). The relationship between academic self-concept, intrinsic motivation, test anxiety, and academic achievement among nursing students: Mediating and moderating effects. Nurse Education Today, 35(3), 432-438. https://doi.org/10.1016/j.nedt.2014.11.001
Khine, M. S. (ed.). (2013). Application of structural equation modeling in educational research and practice. SensePublishers. https://doi.org/10.1007/978-94-6209-332-4
Khoshnam, A. H., & Gendavani, A. G. (2013). The relationship between intrinsic motivation and happiness with academic achievement in high school students. International Journal of Academic Research in Business and Social Sciences, 3(11), 330. https://doi.org/10.6007/IJARBSS/v3-i11/342
Kilonzo, J. (2014). Influence of private tuition on standard eight pupils’ academic achievement in Mbooni West District, Kenya. A University of Nairobi MED Project Report.
Kim, J. H., & So, W. Y. (2013). Association between overweight/obesity and academic performance in South Korean adolescents. Central European journal of public health, 21(4).
King, G. (2013). A solution to the ecological inference problem: Reconstructing individual behavior from aggregate data. Princeton University Press.
Kistnasamy, E. J. (2014). The power of extrinsic motivation in tertiary education. American Journal of Educational Research, 2(6), 383-388. https://doi.org/10.12691/education-2-6-9
Kline, R. B. (1991). Latent variable path analysis in clinical research: A beginner’s tour guide. Journal of clinical psychology, 47(4), 471-484. https://doi.org/10.1002/1097-4679(199107)47:4<471::AID-JCLP2270470402>3.0.CO;2-O
Kline, R. B. (2005). Principles and practice of structural equation modeling: Methodology in the social sciences. The Guilford Press.
Kocakaya, S., & Kocakaya, F. (2014). A structural equation modeling on factors of how experienced teachers affect the students’ science and mathematics achievements. Education Research International. https://doi.org/10.1155/2014/490371
Komarraju, M., Karau, S. J., & Schmeck, R. R. (2009). Role of the big ﬁve personality traits inpredicting college students’ academic motivation and achievement. Learning and Individual Differences, 19,47–52. https://doi.org/10.1016/j.lindif.2008.07.001
Kong, Y. (2009). A brief discussion on motivation and ways to motivate students in English Language Learning. International Education Studies, 2(2), 145. https://doi.org/10.5539/ies.v2n2p145
Krukru, K. (2015). Effects of instrumental materials on student’s academic performance. Social studies in selected secondary schools in Nigeria.
Kusurkar, R. A., Ten Cate, T. J., Vos, C. M. P., Westers, P., & Croiset, G. (2013). How motivation affects academic performance: a structural equation modelling analysis. Advances in health sciences education, 18(1), 57-69. https://doi.org/10.1007/s10459-012-9354-3
Kyriazos, T. A. (2018). Applied Psychometrics: Sample Size and Sample Power Considerations in Factor Analysis (EFA, CFA) and SEM in General. Psychology, 9(08), 2207. https://doi.org/10.4236/psych.2018.98126
Lapointe, J., Dionne, C. E., Brisson, C., & Montreuil, S. (2009). Interaction Between Postural Risk Factors and Job Strain on Self-Reported Musculoskeletal Symptoms Among Users of Video Display Units: A Three-Year Prospective Study. Scandinavian Journal of Work, Environment and Health, 134-144. https://doi.org/10.5271/sjweh.1312
Lasagabaster, D. (2011). English achievement and student motivation in CLIL and EFL settings. Innovation in language Learning and Teaching, 5(1), 3-18. https://doi.org/10.1080/17501229.2010.519030
Lee, C. J., Park, H. J., & Lee, H. (2012). Shadow education systems. In Handbook of education policy research (pp. 917-935). Routledge.
Legault, L. (2016). Intrinsic and Extrinsic Motivation. In Encyclopedia of Personality and Individual Differences (pp. 1-4). Springer International Publishing. https://doi.org/10.1007/978-3-319-28099-8_1139-1
López-Aragón, L., López-Liria, R., Callejón-Ferre, Á. J., & Gómez-Galán, M. (2017). Applications of The Standardized Nordic Questionnaire: A Review. Sustainability, 9(9), 1514. https://doi.org/10.3390/su9091514
Machebe, C. H., Ezegbe, B. N., & Onuoha, J. (2017). The Impact of Parental Level of Income on Students’ Academic Performance in High School in Japan. Universal Journal of Educational Research, 5(9), 1614-1620. https://doi.org/10.13189/ujer.2017.050919
Mackenzie, W. G., Sampath, J. S., Kruse, R. W., & Sheir-Neiss, G. J. (2003). Backpacks in Children. Clinical Orthopaedics And Related Research®, 409, 78-84. https://doi.org/10.1097/01.blo.0000058884.03274.d9
Malone, T. W., & Lepper, M. R. (1987). Making learning fun: A taxonomy of intrinsic motivations for learning. Aptitude, learning and instruction, 3.
Marras, W. S., & Hancock, P. A. (2014). Putting Mind and Body Back Together: A Human-Systems Approach To The Integration Of The Physical And Cognitive Dimensions Of Task Design And Operations. Applied Ergonomics, 45(1), 55-60. https://doi.org/10.1016/j.apergo.2013.03.025
Marsh, H. W., & Hau, K. T. (2007). Applications of latent-variable models in educational psychology: The need for methodological-substantive synergies. Contemporary Educational Psychology, 32(1), 151-170. https://doi.org/10.1016/j.cedpsych.2006.10.008
Martínez, A. F., & Dolores, H. M. (2008) 171. Is working memory capacity diminished in students with low academic achievement? Clinical Neurophysiology, 119(9), p.e141. https://doi.org/10.1016/j.clinph.2008.04.187
McClelland, D. C. (1961). The achieving society. New York: The Free Press. https://doi.org/10.1037/14359-000
Mega, C., Ronconi, L., & De Beni, R. (2014) What makes a good student? How emotions, self-regulated learning, and motivation contribute to academic achievement. Journal of Educational Psychology, 106(1), 121-131 https://doi.org/10.1037/a0033546
Mersch, R. L. D. (2012). Student academic achievement in rural vs. non-rural high schools in Wisconsin (Doctoral dissertation, Edgewood College, Madison).
Moenikia, M., & Zahed-Babelan, A. (2010). A study of simple and multiple relations between mathematics attitude, academic motivation and intelligence quotient with mathematics achievement. Procedia-Social and Behavioral Sciences, 2(2), 1537-1542. https://doi.org/10.1016/j.sbspro.2010.03.231
Nafula, N. N. (2002). Achieving sustainable Universal Primary Education through debt relief. Nairobi: KIPRA.
Naticchioni, K. (2013). The Relationship between Obesity and Academic Achievement of School-Age Children.
Nicholls, J. G. (1984). Achievement motivation: Conceptions of ability, subjective experience, task choice, and performance. Psychological review, 91(3), 328. https://doi.org/10.1037/0033-295X.91.3.328
Nix, G. A., Ryan, R. M., Manly, J. B., & Deci, E. L. (1999). Revitalization through self-regulation: The effects of autonomous and controlled motivation on happiness and vitality. Journal of Experimental Social Psychology, 35(3), 266-284. https://doi.org/10.1006/jesp.1999.1382
Önder, İ., Beşoluk, Ş., İskender, M., Masal, E., & Demirhan, E. (2014). Circadian preferences, sleep quality and sleep patterns, personality, academic motivation and academic achievement of university students. Learning and Individual Differences, 32, 184-192. https://doi.org/10.1016/j.lindif.2014.02.003
Othman, M., & Muijs, D., 2013. Educational quality differences in a middle-income country: the urban-rural gap in Malaysian primary schools. School Effectiveness and School Improvement, 24(1), 1-18. https://doi.org/10.1080/09243453.2012.691425
Owoeye, J. S., & Yara, P. O. (2011). School location and academic achievement of secondary school in Ekiti State, Nigeria. Asian social science, 7(5), 170. https://doi.org/10.5539/ass.v7n5p170
Pajares, F., & Valiante, G. (2001). Gender differences in writing motivation and achievement of middle school students: A function of gender orientation? Contemporary educational psychology, 26(3), 366-381. https://doi.org/10.1006/ceps.2000.1069
Panigrahi, S. S. (2018). Effect of Learning Burden on Academic Achievement of Nursery School Children. International Journal of Innovative Research in Science, Engineering and Technology, 7(5). https://doi.org/10.15680/IJIRSET.2018.07051155110
Passini, S., Molinari, L., & Speltini, G. (2015). A validation of the Questionnaire on Teacher Interaction in Italian secondary school students: the effect of positive relations on motivation and academic achievement. Social Psychology of Education, 18(3), 547-559. https://doi.org/10.1007/s11218-015-9300-3
Pawaskar, R. P., & Goel, M. (2016). Improving the efficacy of destination marketing strategies: A structural equation model for leisure travel. Indian Journal of Science and Technology, 9(15). https://doi.org/10.17485/ijst/2016/v9i15/92154
Próspero, M., & Vohra-Gupta, S. (2007). First generation college students: Motivation, integration, and academic achievement. Community College Journal of Research and Practice, 31(12), 963-975. https://doi.org/10.1080/10668920600902051
Putwain, D. W., Kearsley, R., & Symes, W. (2012). Do creativity self-beliefs predict literacy achievement and motivation? Learning and Individual Differences, 22(3), 370-374. https://doi.org/10.1016/j.lindif.2011.12.001
Quirk, K. J., Keith, T. Z., & Quirk, J. T. (2001). Employment during high school and student achievement: Longitudinal analysis of national data. The Journal of Educational Research, 95(1), 4-10. https://doi.org/10.1080/00220670109598778
Rai, A., & Agarawal, S. (2013). Back Problems Due to Heavy Backpacks in School Children. IOSR J Hum Soc Sci, 10, 1-5.
Richardson, K. (2000). Mathematics Standards for Pre-Kindergarten through Grade 2. ERIC Digest.
Robbins, S. B., Lauver, K., Le, H., Davis, D., Langley, R., & Carlstrom, A. (2004). Do psychosocial and study skill factors predict college outcomes? A meta-analysis. Psychological bulletin, 130(2), 261. https://doi.org/10.1037/0033-2909.130.2.261
Roeser, R. W., Schonert-Reichl, K. A., Jha, A., Cullen, M., Wallace, L., … Harrison, J., 2013. Mindfulness training and reductions in teacher stress and burnout: Results from two randomized, waitlist-control field trials. Journal of Educational Psychology, 105(3), p.787. https://doi.org/10.1037/a0032093
Rücker, J. C. (2012). The relationship between motivation, perceived stress and academic achievement in students (Bachelor’s thesis, University of Twente).
Rugutt, J. K., & Chemosit, C. C. (2005). A Study of Factors that Influence College Academic Achievement: A Structural Equation Modeling Approach. Journal of Educational Research & Policy Studies, 5(1), 66-90.
Ryan, A. M. (2001). The peer group as a context for the development of young adolescent motivation and achievement. Child development, 72(4), 1135-1150. https://doi.org/10.1111/1467-8624.00338
Ryan, R. M., & Deci, E. L. (2000a). Intrinsic and extrinsic motivations: Classic definitions and new directions. Contemporary educational psychology, 25(1), 54-67. https://doi.org/10.1006/ceps.1999.1020
Ryan, R. M., & Deci, E. L. (2000b). Self-determination theory and the facilitation of intrinsic motivation, social development and well-being. American Psychologist, 55, 68-78. Accession Number: 00000487-200001000-00007
Scott, J. E. (1996). Self-efficacy: A key to literacy learning. Reading Horizons, 36(3), 1.
Sigfúsdóttir, I. D., Kristjánsson, A. L., & Allegrante, J. P. (2006). Health behaviour and academic achievement in Icelandic school children. Health education research, 22(1), 70-80. https://doi.org/10.1093/her/cyl044
Sivandani, A., Koohbanani, S. E., & Vahidi, T. (2013). The relation between social support and self-efficacy with academic achievement and school satisfaction among female junior high school students in Birjand. Procedia-Social and Behavioral Sciences, 84, 668-673. https://doi.org/10.1016/j.sbspro.2013.06.623
Skaalvik, E. M., Federici, R. A., & Klassen, R. M. (2015). Mathematics achievement and self-efficacy: Relations with motivation for mathematics. International Journal of Educational Research, 72, 129-136. https://doi.org/10.1016/j.ijer.2015.06.008
Stage, F. K., Carter, H. C., & Nora, A. (2004). Path analysis: An introduction and analysis of a decade of research. The Journal of Educational Research, 98(1), 5-13. https://doi.org/10.3200/JOER.98.1.5-13
Stoeber, J., & Eismann, U., 2007. Perfectionism in young musicians: Relations with motivation, effort, achievement, and distress. Personality and Individual Differences, 43(8), 2182-2192. https://doi.org/10.1016/j.paid.2007.06.036
Suárez-Álvarez, J., Fernández-Alonso, R., & Muñiz, J. (2014). Self-concept, motivation, expectations, and socioeconomic level as predictors of academic performance in mathematics. Learning and Individual Differences, 30, 118-123. https://doi.org/10.1016/j.lindif.2013.10.019
Suleman, Q., & Hussain, I. (2014). Effects of private tuition on the academic achievement of secondary school students in subject of mathematics in Kohat division, Pakistan. Journal of Education and Learning (EduLearn), 8(1), pp.29-40. https://doi.org/10.11591/edulearn.v8i1.203
Tabernero, C., & Hernández, B., 2011. Self-efficacy and intrinsic motivation guiding environmental behavior. Environment and Behavior, 43(5), 658-675. https://doi.org/10.1177/0013916510379759
Taylor et al., 2014, Cortina, M. A., Stein, A., Kahn, K., Hlungwani, T. M., Holmes, E. A., & Fazel, M. (2016). Cognitive styles and psychological functioning in rural South African school students: understanding influences for risk and resilience in the face of chronic adversity. Journal of adolescence, 49, 38-46. https://doi.org/10.1016/j.adolescence.2016.01.010
Taylor, G., Jungert, T., Mageau, G. A., Schattke, K., Dedic, H., Rosenfield, S., & Koestner, R. (2014). A self-determination theory approach to predicting school achievement over time: The unique role of intrinsic motivation. Contemporary Educational Psychology, 39(4), 342-358. https://doi.org/10.1016/j.cedpsych.2014.08.002
Teo, T., & Khine, M. S. (2009). Structural equation modeling in educational research. Sense Publ.
Tety, J. L. (2016). Role of Instructional Materials in Academic Performance in Community Secondary Schools in Rombo District (Doctoral dissertation, The Open University of Tanzania).
Tobin, K. J. (2013). Fast-food consumption and educational test scores in the USA. Child Care Health Dev, 39, 118-124. https://doi.org/10.1111/j.1365-2214.2011.01349.x
Tongsilp, A. (2013). A Path Analysis of Relationships between Factors with Achievement Motivation of Students of Private Universities in Bangkok, Thailand. Procedia - Social and Behavioral Sciences, 88, 229-238. https://doi.org/10.1016/j.sbspro.2013.08.501
Um, E. K., Corter, J., & Tatsuoka, K. (2005). Motivation, autonomy support, and mathematics performance: A structural equation analysis (Unpublished manuscript). retrieved from http://cms.tc.columbia.edu/i/a/1996_ncme2005-3unkyoung.pdf
Ursachi, G., Horodnic, I. A., & Zait, A. (2015). How reliable are measurement scales? External factors with indirect influence on reliability estimators. Procedia Economics and Finance, 20, 679-686. https://doi.org/10.1016/S2212-5671(15)00123-9
Utvær, B. K. S., & Haugan, G. (2016). The academic motivation scale: dimensionality, reliability, and construct validity among vocational students. Nordic Journal of Vocational Education and Training, 6(2), 17-45. https://doi.org/10.3384/njvet.2242-458X.166217
Vegas, E. (2007). Teacher labor markets in developing countries. The future of children, 219-232. https://doi.org/10.1353/foc.2007.0011
Venkatesh Kumar, G., & Karimi, A. (2010). Mathematics anxiety, mathematics performance and overall academic performance in high school students. Journal of the Indian Academy of Applied Psychology, 36(1), 147-150.
Violato, C., & Hecker, K. G. (2007). How to use structural equation modeling in medical education research: A brief guide. Teaching and learning in medicine, 19(4), 362-371. https://doi.org/10.1080/10401330701542685
Wang, J. C., Morin, A. J., Ryan, R. M., & Liu, W. C. (2016). Students’ motivational profiles in the physical education context. Journal of Sport and Exercise Psychology, 38(6), 612-630. https://doi.org/10.1123/jsep.2016-0153
Waseka, E. L., & Simatwa, E. M. W. (2016). Student Factors Influencing Academic Performance of Students in Secondary Education in Kenya: A Case Study of Kakamega County. Educational Research, 7, 72-87.
Washington, L. (2016). The Effects of Parent Involvement on Student Outcomes in a Minority-Serving Charter High School Western. Sydney, Penrith, Australia.
Webster, B. J., & Fisher, D. L. (2000). Accounting for variation in science and mathematics achievement: A multilevel analysis of Australian data Third International Mathematics and Science Study (TIMSS). School Effectiveness and School Improvement, 11(3), 339-360. https://doi.org/10.1076/0924-3453(200009)11:3;1-G;FT339
Weiner, B. (1990). History of motivational research in education. Journal of educational Psychology, 82(4), 616. https://doi.org/10.1037/0022-0618.104.22.1686
Wilson, K. M., & Trainin, G. (2007). First-grade students’ motivation and achievement for reading, writing, and spelling. Reading Psychology, 28(3), 257-282. https://doi.org/10.1080/02702710601186464
World Health Organization (2016). Obesity and overweight: 2016 update. Geneva (GH): WHO. Retrieved allowed on May 2016. Retrieved on May 2016 from http://www.who.int/mediacentre/factsheets/fs311/en/
Wormington, S. V., Anderson, K. G., & Corpus, J. H. (2011). The role of academic motivation in high school students’ current and lifetime alcohol consumption: Adopting a self-determination theory perspective. Journal of studies on alcohol and drugs, 72(6), 965-974. https://doi.org/10.15288/jsad.2011.72.965
Young, R. (2008). Using technology tools in the public school classroom. University of Wisconsin: Unpublished Master’s Thesis.
Yuet, C. C. (2008). The Relationship between motivation and achievement in foreign language learning in a sixth form college in Hong Kong (Unpublished doctoral dissertation), University of Leicester, Leicester, United Kingdom.