This paper analyses the success of high school students in Denizli/Turkey who aim to access the quantitative departments of universities such as department of mathematics etc. Depending on the relevant literature, the dependent variable is the student scores in the university access exam, while the explanatory variables collection of the characteristics of the student, their family, and the school. For this research, the space was 1793 students. Our final sample size is 944 questionnaires that fulfilled the requirements of a scientific study. Some key explanatory variables are used one by one to estimate the students’ success. Subsequently, the different success models were estimated using multiple explanatory variables covering aspects of the student, their family, their school, and their environment. The results confirm that supportive education, income, parents’ educational level, and the family’s social and cultural status positively influence a student’s success. School specific factors are usually not significant. Each part of the education system can apply the results from this study to reorganize the structure of syllabuses of the courses and to understand better family and school related factors’ effect on the students’ success
Adli, R., Louichi, A. and Tamouh, N., (2010), “The
Sibling Size Impact on the Educational Achievement
in France,” Education Economics, 18 (3), pp. 331-348
Ahnert, L., Pinquart, M. and Lamb, M. E., (2006),
“Security of Children’s Relationship with non-parental
Care Providers: A Meta-Analysis,” Child Development,
74, pp. 664-679
Akerheilm, K., (1995), Does Class Size Matter?
Evidence from the National Longitudinal Survey of
Youth,” Economics of Education Review, 14 (3), pp.
229-241.
Altınkurt, Y. (2008) Öğrenci Devamsızlıklarının
Nedenleri ve Devamsızlığın Akademik Başarıya
Olan Etkisi, Dumlupınar Üniversitesi Sosyal Bilimler
Enstitüsü Dergisi, 20, pp. 129-142
Armor D., Conroy P., Oseguera, Cox M, King N., (1976),
“Analysis of the School Preferred Reading Program
in Selected Los Angeles Minority Schools,” The Rand
Corporation, Santa Monica.
Averett, S. L. and McLennan, M. C., (2004), “Exploring
the Effect of Class Size on Student Achievement:
What Have We Learned over the Past Two Decades?”
Working Paper.
Beiker, R. F.and Anscheck, K. R., (1973), Estimating
Educational Production Functions for Rural High
Schools: Some Findings, American Journal of
Agricultural Economics, 55, pp. 515-19.
Blatchford, P. and Mortimore, P., (1994), “The Issue
of Class Size for Young Children in Schools: What
Can We Learn from the Research?” Oxford Review of
Education, 20 (4), pp. 411-428
Boardman, A. E. O., Davis, A. and Sanday, P. R., (1977),
“A Simultaneous Equations Model of the Educational
Process”, Journal of Public Economics, 7, pp. 23-49.
Chakborty, K.and Poggio, J. (2006), “Efficiency and
Equity in School Funding: A Case Study for Kansas
Education Economics”, American Economic Review,
14 (2), pp. 181–196
Coleman, J, S. Campbell, E. Q., Hobson, C. J.,
McPartland, J., Mood, A. M., Weinfeld, F. D. and York,
R. L., (1966), Equality of Educational Opportunity, U.S.
Government Printing Office, Washington DC.
Committee of Vice-Chancellors and Principals, Report
of the Steering Committee for Efficiency Studies in
Universities (Chairman A. Jarran), March 1985.
Conger R. D., Wallace L. E., Sun Y., Simons R. L., McLoyd
V. C. and Brody G., (2002), “Economic Pressure in
African American Families: A Replication and
Extension of the Family Stress Model”, Developmental
Psychology, 38, pp. 179–193.
Correa, H., (1993), “An Economic Analysis of Class
Size and Achievement in Education, Education
Economics,” 1 (2), pp. 129-135
Cumbow, K. W. (2014), “Motivation and Resiliency
among Native American Students: Factors Impacting
Successful Native American High School Students”,
Unpublished Phd Thesis, University of South Dakota,
US
Çiftçi, C. and Çağlar, A. (2014) “The Effect of SocioEconomic
Characteristics of Parents on Student
Achievement: Is Poverty Destiny?”, International
Journal of Human Sciences, 11 (2), pp. 155-176
Davidson M. and Bangs, J. (2013), “PISA:
Questions from a Teacher’s Perspective” (video
file), Retrieved from http://www.youtube.com/
watch?v=uf12x1QqUK0#t=14
Davis-Kean P. E., (2005), “The Influence of Parent
Education and Family Income on Child Achievement:
The Indirect Role of Parental Expectations and the
Home Environment,“ Journal of Family Psychology,
19, pp. 294–304.
Dayıoğlu, M., Kırdar, M. G. and Tansel, A. (2009), “Impact
of Sibship Size, Birth Order and Sex Composition on
School Enrolment in Urban Turkey,”Oxford Bulletin of
Economics and Statistics, 71, pp. 399-426.
Dearing E., McCartney K. and Taylor B. A., (2001),
“Change in Family Income Matters more for Children
with Less,” Child Development, 72:1779–1793
Dinçer, M. A. and Uysal, G. (2009), “Determinants of
Student Achievement in Turkey” http://ideas.repec.
org/p/bae/wpaper/002.html
Duncan G. J., Brooks-Gunn J. and Klebanov P. K.,
(1994), “Economic Deprivation and Early Childhood
Development,” Child Development, 65, pp. 296–318.
Feldman, R., and Eidelman, A. I., (2009), “Biological
and Environmental Initial Conditions Shape the
Trajectories Cognitive and Social-Emotional
Development Across the First Five Years of Life,”
Developmental Science, 12, pp. 194-200.
Finn, J. D. and Achilles, C. M., (1990), “Answers and
Questions about class size: A Statewide Experiment,”
American Educational Research Journal, 27 (3), pp.
557-77.
Güneş, S., Görmüş, Ş., Yeşilyurt, F., Tuzcu, G. (2012),
“ÖSYS Başarısını Etkileyen Faktörlerin Analizi”,
Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü
Dergisi, 11, pp.1308-2922
Hanushek E. A., (1971), “Teacher Characteristics and
Gains in Student Achievement: Estimation Using
Micro-Data,” American Economic Review, 61 (2), pp.
280-288.
Hanushek, E. A., (1979), “Conceptual and Empirical
Issues in the Estimation of Educational Production
Functions,” Journal of Human Resources, 14(3), pp.
351-88.
Hanushek, E. A., (1986), “The Economics of Schooling:
Production And Efficiency in Public Schools,” Journal
of Economic Literature, 24 (3), pp. 1141-1177.
Haveman, R. and Wolfe, B., (1995), “The Determinants
of Children’s Attainments: A Review of Methods and
Findings,” Journal of Economic Literature, 33 (4), pp.
1829-1878
Heck, R.H. (2009), “Teacher Effectiveness and
Student Achievement. Investigating a Multilevel
Cross-Classified Model”, Journal of Education
Administration, 7 (22), pp. 227-249
Higgins J.C., (1989), “Performance Measurement in
Universities Europea,” Journal of Perational Research,
38, pp. 358-368.
http://www.rand.org/education/projects/
measuring-teacher-effectiveness/teachers-matter.
html
Jensen, E., (2009), “Teaching with Poverty in Mind:
What Being Poor Does to Kids’ Brains and What
Schools Can Do About It”.
Kalender, I. and Berberoglu, G. (2009), “An Assessment
of Factors Related to Science Achievement of Turkish
Students”, International Journal of Science Education,
31(10), 1379-1394.
Kang, C., (2007), “Does Money Matter? The Effect
of Private Educational Expenditures on Academic
Performance”, Departmental Working Papers wp0704,
National University of Singapore, Department of
Economics.
Karweit, N. and Slavin, R. E. (1981) “Measurement and
Modelling Choices in Studies of Time and Learning”,
American Educational Research Journal, 18(2), pp.
157-171.
Koc, M., Avsaroglu, S. and Sezer, A., (2002), “Üniversite
Öğrencilerinin Akademik Başarıları ile Problem
Alanları Arasındaki İlişki,” Selçuk Üniversitesi Sosyal
Bilimler Enstitüsü Dergisi, 11, pp. 483–497.
Lavy, V. and Kohtaro H. (2008), “Do Students Care
About School Quality? Determinants of Dropout
Behavior in Developing Countries”, Journal of Human
Capital, 1 (2), pp. 69-105
Link, Mulligan, R. A., (1991), “Socio-Economic
Background and College Enrolment,” American
Sociological Review, 16, pp. 188-196.
Maylor, U., Glass, K., Issa, T, Kuyok, K. A., Minty, S.
Rose, Anthea. Ross, Alistair, Tanner, E., Finch, S., Low,
N., Taylor, E., Tipping, S., Purdon,, (2010), “Impact
of Supplementary Schools on Pupils’ Attainment:
An Investigation into what Factors Contribute to
Educational Improvements,” London: DSCF.
McLoyd V. C., (1989), “Socialization and Development
in a Changing Economy: The Effects of Paternal Job
and Income Loss on Children,” American Psychologist,
44, pp. 293–302.
Murnane R. J., (1975), “Impact of School on the
Learning of Inner City Children,” Ballinger, Cambridge.
Murnane R. J., Phillips B., (1981), “What Do Effective
Teachers of Inner-City Children Have in Common?”
Social Science Research, 10(1), pp. 83-100.
Nagin D. S. and Tremblay R. E., (2001), “Parental and
Early Childhood Predictors of Persistent Physical
Aggression in Boys from Kindergarten to High School,”
Archives of General Psychiatry, 58, pp. 389–394.
Özer H. and Demir K., (2009), “Öğrenci Seçme
Sınavına Hazırlanan Öğrencilerin BaĢarılarını
Etkileyen Faktörlerin Belirlenmesi: Oltu Anadolu Lisesi
Öğrencileri İçin Bir Uygulama”, Atatürk Üniversitesi
Sosyal Bilimler Enstitüsü Dergisi, 11 (1), pp. 261-274.
Petra E. T. and Wolpin, K. I., (2003), “On The
Specification and Estimation of The Production
Function for Cognitive Achievement,” Economic
Journal, Royal Economic Society, 113 (485), 3-33
RAND Report (2012), “Teachers Matter: Understanding
Teachers’ Impact on Student Achievement”,
Saudino, K. J., (2005), “Behavioral Genetics and
Child Temperament,” Journal of Developmental and
Behavioral Pediatrics, 26 (3), pp. 214-223
Shapson, S. M., Wright, E. N., Eason, G. and Fitzgerald,
J., (1980), “An Experimental Study of the Effects of
Class Size,” American Educational Research Journal,
17(2), pp. 141-152.
Smith, J. R., Brooks-Gunn, J. and Klebanov, P.K.,
(1997), “Consequences of Living in Poverty for Young
Children’s Cognitive and Verbal Ability and Early
School Achievement,” in Consequences of Growing
up Poor, editors Duncan, G. J. Brooks-Gunn, J. Russell
Sage Foundation, New York.
Stipek, D., (1998), “Motivations to Learn: From Theory
to Practice,” Allyn and Bacon, Massachusetts.
Tansel, A. and Bircan, F., (2006), “Demand for Education
in Turkey: A Tobit Analysis of Private Tutoring
Expenditures in Turkey,” Economics of Education
Review, 25, pp. 303-313.
Tansel, A., (2002), “Determinants of Schooling
Attainment for Boys and Girls in Turkey”, Economics
of Education Review, 21, pp. 455-470.
Tansel, A., (2013), “Supplemantary Education in
Turkey: Recent Developments and Future Prospects,”
Koç University-TUSIAD Economic Research Forum
Working Paper Series, Working Paper 1319.
Yaylalı, M., Kızıltan, A., Oktay, E., Doğan, E. M., Özer, H.,
Naralan, A., Özen, Ü., Özçomak, M. S., Akan, Y., Aktürk,
E., (2006), “Üniversite Gençliğinin Gelir-Harcama
Kalıpları Araştırması,” Atatürk Üniversitesi, Yayın No:
957, Erzurum
Yesilyurt, M. E. (2008), “Eğitim Sektöründe Etkinlik ve
Mekansal İlişkiler-Girdi Tıkanıklığı, Aylak Girdi ve Gizli
İşsizlik”, İktisat, İşletme ve Finans, 23 (263), pp. 53-69.
Yesilyurt, M. E., Basturk R., Yesilyurt F. and Kara I.,
(2014), “The Effect of Technological Devices on
Student’s Academic Success”, Journal of Internet
Applications and Management, 5 (1), pp. 39-47
FACTORS AFFECTING SUCCESS OF HIGH SCHOOL STUDENTS IN TURKEY
Bu çalışma Denizli/Türkiye’de Matematik Bölümü
gibi sayısal alanlarda üniversiteye girmeyi
amaçlayan lise öğrencilerinin başarılarını analiz
etmektedir. İlgili literature dayalı olarak, baımsız
değişkenler öğrencinin, ailesinin ve okulun
karakteristiklerinden oluşurken bağımlı değişken
öğrencinin üniversite giriş sınavındaki almış olduğu
puandır. Bu çalışmada ana kitle 1793 öğrencidir.
Nihai örneklem ise 944 anket olup bilimsel bir
çalışmanın gereklerini karşılamaktadır. Bazı kritik
bağımsız değişkenler öğrenci başarısını tahmin
etmek için tek tek kullanılmıştır. Daha sonra farklı
başarı modelleri öğrenci, öğrencinin ailesi, okul
ve çevresine ait birden fazla değişken kullanılarak
tahmin edilmiştir. Sonuçlar destekleyici eğitim,
gelir, ebeveynlerin eğitim durumu ve ailenin sosyal
ve kültürel statüsünün öğrenci başarısı olumlu
etkilediğini doğrulamıştır. Okula ait değişkenler
genellikle anlamlı çıkmamıştır. Eğitim sisteminin
bütün parçası sonuçları derslerin müfredatlarını
tekrar organize etmek ve öğrenci başarısı üzerindeki
aile ve okulla ilişkili faktörlerin en uygun olanlarını
belirlemek için kullanabilirler.
Adli, R., Louichi, A. and Tamouh, N., (2010), “The
Sibling Size Impact on the Educational Achievement
in France,” Education Economics, 18 (3), pp. 331-348
Ahnert, L., Pinquart, M. and Lamb, M. E., (2006),
“Security of Children’s Relationship with non-parental
Care Providers: A Meta-Analysis,” Child Development,
74, pp. 664-679
Akerheilm, K., (1995), Does Class Size Matter?
Evidence from the National Longitudinal Survey of
Youth,” Economics of Education Review, 14 (3), pp.
229-241.
Altınkurt, Y. (2008) Öğrenci Devamsızlıklarının
Nedenleri ve Devamsızlığın Akademik Başarıya
Olan Etkisi, Dumlupınar Üniversitesi Sosyal Bilimler
Enstitüsü Dergisi, 20, pp. 129-142
Armor D., Conroy P., Oseguera, Cox M, King N., (1976),
“Analysis of the School Preferred Reading Program
in Selected Los Angeles Minority Schools,” The Rand
Corporation, Santa Monica.
Averett, S. L. and McLennan, M. C., (2004), “Exploring
the Effect of Class Size on Student Achievement:
What Have We Learned over the Past Two Decades?”
Working Paper.
Beiker, R. F.and Anscheck, K. R., (1973), Estimating
Educational Production Functions for Rural High
Schools: Some Findings, American Journal of
Agricultural Economics, 55, pp. 515-19.
Blatchford, P. and Mortimore, P., (1994), “The Issue
of Class Size for Young Children in Schools: What
Can We Learn from the Research?” Oxford Review of
Education, 20 (4), pp. 411-428
Boardman, A. E. O., Davis, A. and Sanday, P. R., (1977),
“A Simultaneous Equations Model of the Educational
Process”, Journal of Public Economics, 7, pp. 23-49.
Chakborty, K.and Poggio, J. (2006), “Efficiency and
Equity in School Funding: A Case Study for Kansas
Education Economics”, American Economic Review,
14 (2), pp. 181–196
Coleman, J, S. Campbell, E. Q., Hobson, C. J.,
McPartland, J., Mood, A. M., Weinfeld, F. D. and York,
R. L., (1966), Equality of Educational Opportunity, U.S.
Government Printing Office, Washington DC.
Committee of Vice-Chancellors and Principals, Report
of the Steering Committee for Efficiency Studies in
Universities (Chairman A. Jarran), March 1985.
Conger R. D., Wallace L. E., Sun Y., Simons R. L., McLoyd
V. C. and Brody G., (2002), “Economic Pressure in
African American Families: A Replication and
Extension of the Family Stress Model”, Developmental
Psychology, 38, pp. 179–193.
Correa, H., (1993), “An Economic Analysis of Class
Size and Achievement in Education, Education
Economics,” 1 (2), pp. 129-135
Cumbow, K. W. (2014), “Motivation and Resiliency
among Native American Students: Factors Impacting
Successful Native American High School Students”,
Unpublished Phd Thesis, University of South Dakota,
US
Çiftçi, C. and Çağlar, A. (2014) “The Effect of SocioEconomic
Characteristics of Parents on Student
Achievement: Is Poverty Destiny?”, International
Journal of Human Sciences, 11 (2), pp. 155-176
Davidson M. and Bangs, J. (2013), “PISA:
Questions from a Teacher’s Perspective” (video
file), Retrieved from http://www.youtube.com/
watch?v=uf12x1QqUK0#t=14
Davis-Kean P. E., (2005), “The Influence of Parent
Education and Family Income on Child Achievement:
The Indirect Role of Parental Expectations and the
Home Environment,“ Journal of Family Psychology,
19, pp. 294–304.
Dayıoğlu, M., Kırdar, M. G. and Tansel, A. (2009), “Impact
of Sibship Size, Birth Order and Sex Composition on
School Enrolment in Urban Turkey,”Oxford Bulletin of
Economics and Statistics, 71, pp. 399-426.
Dearing E., McCartney K. and Taylor B. A., (2001),
“Change in Family Income Matters more for Children
with Less,” Child Development, 72:1779–1793
Dinçer, M. A. and Uysal, G. (2009), “Determinants of
Student Achievement in Turkey” http://ideas.repec.
org/p/bae/wpaper/002.html
Duncan G. J., Brooks-Gunn J. and Klebanov P. K.,
(1994), “Economic Deprivation and Early Childhood
Development,” Child Development, 65, pp. 296–318.
Feldman, R., and Eidelman, A. I., (2009), “Biological
and Environmental Initial Conditions Shape the
Trajectories Cognitive and Social-Emotional
Development Across the First Five Years of Life,”
Developmental Science, 12, pp. 194-200.
Finn, J. D. and Achilles, C. M., (1990), “Answers and
Questions about class size: A Statewide Experiment,”
American Educational Research Journal, 27 (3), pp.
557-77.
Güneş, S., Görmüş, Ş., Yeşilyurt, F., Tuzcu, G. (2012),
“ÖSYS Başarısını Etkileyen Faktörlerin Analizi”,
Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü
Dergisi, 11, pp.1308-2922
Hanushek E. A., (1971), “Teacher Characteristics and
Gains in Student Achievement: Estimation Using
Micro-Data,” American Economic Review, 61 (2), pp.
280-288.
Hanushek, E. A., (1979), “Conceptual and Empirical
Issues in the Estimation of Educational Production
Functions,” Journal of Human Resources, 14(3), pp.
351-88.
Hanushek, E. A., (1986), “The Economics of Schooling:
Production And Efficiency in Public Schools,” Journal
of Economic Literature, 24 (3), pp. 1141-1177.
Haveman, R. and Wolfe, B., (1995), “The Determinants
of Children’s Attainments: A Review of Methods and
Findings,” Journal of Economic Literature, 33 (4), pp.
1829-1878
Heck, R.H. (2009), “Teacher Effectiveness and
Student Achievement. Investigating a Multilevel
Cross-Classified Model”, Journal of Education
Administration, 7 (22), pp. 227-249
Higgins J.C., (1989), “Performance Measurement in
Universities Europea,” Journal of Perational Research,
38, pp. 358-368.
http://www.rand.org/education/projects/
measuring-teacher-effectiveness/teachers-matter.
html
Jensen, E., (2009), “Teaching with Poverty in Mind:
What Being Poor Does to Kids’ Brains and What
Schools Can Do About It”.
Kalender, I. and Berberoglu, G. (2009), “An Assessment
of Factors Related to Science Achievement of Turkish
Students”, International Journal of Science Education,
31(10), 1379-1394.
Kang, C., (2007), “Does Money Matter? The Effect
of Private Educational Expenditures on Academic
Performance”, Departmental Working Papers wp0704,
National University of Singapore, Department of
Economics.
Karweit, N. and Slavin, R. E. (1981) “Measurement and
Modelling Choices in Studies of Time and Learning”,
American Educational Research Journal, 18(2), pp.
157-171.
Koc, M., Avsaroglu, S. and Sezer, A., (2002), “Üniversite
Öğrencilerinin Akademik Başarıları ile Problem
Alanları Arasındaki İlişki,” Selçuk Üniversitesi Sosyal
Bilimler Enstitüsü Dergisi, 11, pp. 483–497.
Lavy, V. and Kohtaro H. (2008), “Do Students Care
About School Quality? Determinants of Dropout
Behavior in Developing Countries”, Journal of Human
Capital, 1 (2), pp. 69-105
Link, Mulligan, R. A., (1991), “Socio-Economic
Background and College Enrolment,” American
Sociological Review, 16, pp. 188-196.
Maylor, U., Glass, K., Issa, T, Kuyok, K. A., Minty, S.
Rose, Anthea. Ross, Alistair, Tanner, E., Finch, S., Low,
N., Taylor, E., Tipping, S., Purdon,, (2010), “Impact
of Supplementary Schools on Pupils’ Attainment:
An Investigation into what Factors Contribute to
Educational Improvements,” London: DSCF.
McLoyd V. C., (1989), “Socialization and Development
in a Changing Economy: The Effects of Paternal Job
and Income Loss on Children,” American Psychologist,
44, pp. 293–302.
Murnane R. J., (1975), “Impact of School on the
Learning of Inner City Children,” Ballinger, Cambridge.
Murnane R. J., Phillips B., (1981), “What Do Effective
Teachers of Inner-City Children Have in Common?”
Social Science Research, 10(1), pp. 83-100.
Nagin D. S. and Tremblay R. E., (2001), “Parental and
Early Childhood Predictors of Persistent Physical
Aggression in Boys from Kindergarten to High School,”
Archives of General Psychiatry, 58, pp. 389–394.
Özer H. and Demir K., (2009), “Öğrenci Seçme
Sınavına Hazırlanan Öğrencilerin BaĢarılarını
Etkileyen Faktörlerin Belirlenmesi: Oltu Anadolu Lisesi
Öğrencileri İçin Bir Uygulama”, Atatürk Üniversitesi
Sosyal Bilimler Enstitüsü Dergisi, 11 (1), pp. 261-274.
Petra E. T. and Wolpin, K. I., (2003), “On The
Specification and Estimation of The Production
Function for Cognitive Achievement,” Economic
Journal, Royal Economic Society, 113 (485), 3-33
RAND Report (2012), “Teachers Matter: Understanding
Teachers’ Impact on Student Achievement”,
Saudino, K. J., (2005), “Behavioral Genetics and
Child Temperament,” Journal of Developmental and
Behavioral Pediatrics, 26 (3), pp. 214-223
Shapson, S. M., Wright, E. N., Eason, G. and Fitzgerald,
J., (1980), “An Experimental Study of the Effects of
Class Size,” American Educational Research Journal,
17(2), pp. 141-152.
Smith, J. R., Brooks-Gunn, J. and Klebanov, P.K.,
(1997), “Consequences of Living in Poverty for Young
Children’s Cognitive and Verbal Ability and Early
School Achievement,” in Consequences of Growing
up Poor, editors Duncan, G. J. Brooks-Gunn, J. Russell
Sage Foundation, New York.
Stipek, D., (1998), “Motivations to Learn: From Theory
to Practice,” Allyn and Bacon, Massachusetts.
Tansel, A. and Bircan, F., (2006), “Demand for Education
in Turkey: A Tobit Analysis of Private Tutoring
Expenditures in Turkey,” Economics of Education
Review, 25, pp. 303-313.
Tansel, A., (2002), “Determinants of Schooling
Attainment for Boys and Girls in Turkey”, Economics
of Education Review, 21, pp. 455-470.
Tansel, A., (2013), “Supplemantary Education in
Turkey: Recent Developments and Future Prospects,”
Koç University-TUSIAD Economic Research Forum
Working Paper Series, Working Paper 1319.
Yaylalı, M., Kızıltan, A., Oktay, E., Doğan, E. M., Özer, H.,
Naralan, A., Özen, Ü., Özçomak, M. S., Akan, Y., Aktürk,
E., (2006), “Üniversite Gençliğinin Gelir-Harcama
Kalıpları Araştırması,” Atatürk Üniversitesi, Yayın No:
957, Erzurum
Yesilyurt, M. E. (2008), “Eğitim Sektöründe Etkinlik ve
Mekansal İlişkiler-Girdi Tıkanıklığı, Aylak Girdi ve Gizli
İşsizlik”, İktisat, İşletme ve Finans, 23 (263), pp. 53-69.
Yesilyurt, M. E., Basturk R., Yesilyurt F. and Kara I.,
(2014), “The Effect of Technological Devices on
Student’s Academic Success”, Journal of Internet
Applications and Management, 5 (1), pp. 39-47