Private tutoring and parents decision to work more: evidence from Egypt

References

• Acar, Elif Öznur, Seyit Mümin Cilasun, and Burak Günalp, 2016. “An Analysis of Education Expenditures in Turkey by Income Groups.” In Economic Research Forum Working Papers.
   Google Scholar
• Ali, Yahya A. 2013. “Private Tutoring in Jordan: Underpinning Factors and Impacts.” International Journal of Humanities and Social Science 3 (13): 109–114. doi: 10.1002/pad.1651
   Google Scholar
• Altonji, Joseph G., Todd E. Elder, and Christopher R. Taber. 2005. “Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools.” Journal of Political Economy 113 (1): 151–184. doi: 10.1086/426036
   Web of Science ®Google Scholar
• Álvarez-Galván, José-Luis. 2015. OECD Reviews of Vocational Education and Training A Skills beyond School Review of Egypt. Paris: OECD Publishing. doi: 10.1787/9789264209626-en
   Google Scholar
• Amemiya, Takeshi. 1978. “The Estimation of a Simultaneous Equation Generalized Probit Model.” Econometrica: Journal of the Econometric Society 46: 1193–1205. doi: 10.2307/1911443
   Web of Science ®Google Scholar
• Assaad, Ragui, and Asmaa El-Badawy. 2004. “Private and Group Tutoring in Egypt: Where Is the Gender Inequality.” In 11th Annual Conference Economic Research Forum (ERF), 14–16.
   Google Scholar
• Assaad, Ragui, Djavad Salehi-Isfahani, and Rana Hendy. 2014. “Inequality of Opportunity in Educational Attainment in Middle East and North Africa: Evidence from Household Surveys.” In Economic Research Forum Working Paper Series.
   Google Scholar
• Atalmis, Erkan Hasan, Mustafa Yilmaz, and Argun Saatcioglu. 2016. “How Does Private Tutoring Mediate the Effects of Socio-Economic Status on Mathematics Performance? Evidence from Turkey.” Policy Futures in Education 14 (8): 1135–1152. doi: 10.1177/1478210316674159
   Web of Science ®Google Scholar
• Azam, Mehtabul. 2016. “Private Tutoring: Evidence from India.” Review of Development Economics 20 (4): 739–761. doi: 10.1111/rode.12196
   Web of Science ®Google Scholar
• Baker, David P., Motoko Akiba, Gerald K. LeTendre, and Alexander W. Wiseman. 2001. “Worldwide Shadow Education: Outside-School Learning, Institutional Quality of Schooling, and Cross-National Mathematics Achievement.” Educational Evaluation and Policy Analysis 23 (1): 1–17. doi: 10.3102/01623737023001001
   Web of Science ®Google Scholar
• Banerjee, Abhijit V., Shawn Cole, Esther Duflo, and Leigh Linden. 2007. “Remedying Education: Evidence from Two Randomized Experiments in India.” The Quarterly Journal of Economics 122 1235–1264. doi: 10.1162/qjec.122.3.1235
   Web of Science ®Google Scholar
• Berberoğlu, Giray, and Aysit Tansel. 2014. “Does Private Tutoring Increase Students Academic Performance? Evidence from Turkey.” International Review of Education 60 (5): 683–701. doi: 10.1007/s11159-014-9436-y
   Google Scholar
• Blossfeld, Hans-Peter, Sandra Buchholz, Johanna Dämmrich, Elina Kilpi-Jakonen, Yuliya Kosyakova, Jan Skopek, Moris Triventi, and Daniela Vono de Vilhena. 2015. “Gender Differences at Labor Market Entry: The Effect of Changing Educational Pathways and Institutional Structures.” In Gender, Education and Employment: An International Comparison of School-To-Work Transitions, edited by H.-P. Blossfeld, J. Skopek, M. Triventi, and S. Buchholz, S: 3–38. Cheltenham: Edward Elgar.
   Google Scholar
• Bray, Mark. 2001. “Out-of-School Supplementary Tutoring.” Childhood Education 77 (6): 360–366. doi: 10.1080/00094056.2001.10521671
   Google Scholar
• Bray, Mark. 2003. “Adverse Effects of Supplementary Private Tutoring: Dimensions, Implications, and Government Responses.” Series: Ethics and Corruption in Education. Paris: UNESCO International Institute for Educational Planning (IIEP).
   Google Scholar
• Bray, Mark. 2013. “Shadow Education: Comparative Perspectives on the Expansion and Implications of Private Supplementary Tutoring.” Procedia-Social and Behavioral Sciences 77: 412–420. doi: 10.1016/j.sbspro.2013.03.096
   Google Scholar
• Bray, Mark. 2014. “The Impact of Shadow Education on Student Academic Achievement: Why the Research is Inconclusive and What Can Be Done About It.” Asia Pacific Education Review 15 (3): 381–389. doi: 10.1007/s12564-014-9326-9
   Web of Science ®Google Scholar
• Bray, Mark, Jacques Hallak, and Franois Caillçods. 1999. The Shadow Education System: Private Tutoring and Its Implications for Planners. Paris: UNESCO International Institute for Educational Planning Paris. doi: 10.14425/00.45.79
   Google Scholar
• Bray, Mark, and Magda Nutsa Kobakhidze. 2014. “The Global Spread of Shadow Education.” In Qualities of Education in a Globalised World, 185–200. Springer.
   Google Scholar
• Bray, Mark, and Percy Kwok. 2003. “Demand for Private Supplementary Tutoring: Conceptual Considerations, and Socio-Economic Patterns in Hong Kong.” Economics of Education Review 22 (6): 611–620. doi: 10.1016/S0272-7757(03)00032-3
   Web of Science ®Google Scholar
• Bray, Mark, André Elias Mazawi, and Ronald G. Sultana. 2013. Private Tutoring Across the Mediterranean. Rotterdam: Springer. doi: 10.1007/978-94-6209-237-2
   Google Scholar
• Bray, Mark, Shengli Zhan, Chad Lykins, Dan Wang, and Ora Kwo. 2014. “Differentiated Demand for Private Supplementary Tutoring: Patterns and Implications in Hong Kong Secondary Education.” Economics of Education Review 38: 24–37. doi: 10.1016/j.econedurev.2013.10.002
   Web of Science ®Google Scholar
• Byun, Soo-yong. 2014. “Shadow Education and Academic Success in Republic of Korea.” In Korean Education in Changing Economic and Demographic Contexts, 39–58. Springer.
   Google Scholar
• Caliendo, Marco, Wang-Sheng Lee, and Robert Mahlstedt. 2017. “The Gender Wage Gap and the Role of Reservation Wages: New Evidence for Unemployed Workers.” Journal of Economic Behavior and Organization 136: 161–173. doi: 10.1016/j.jebo.2017.02.011
   Web of Science ®Google Scholar
• Cámara, Florencia, and Héctor R. Gertel. 2016. “The Shadow Education Market of a Mass Higher Education Institution in Argentina.” In The Global and the Local, 133–153. Springer.
   Google Scholar
• Cameron, A. Colin, and Pravin K. Trivedi. 2005. Microeconometrics: Methods and Applications. Cambridge: Cambridge University Press. doi: 10.1017/cbo9780511811241
   Google Scholar
• Cardak, Buly A., and Joe Vecci. 2013. “Catholic School Effectiveness in Australia: A Reassessment Using Selection on Observed and Unobserved Variables.” Economics of Education Review 37: 34–45. doi: 10.1016/j.econedurev.2013.08.003
   Web of Science ®Google Scholar
• Cayubit, Ryan Francis O., Janelle Ysabela S. Castor, Erick John S. Divina, Raymond Michael S. Francia, Remirr Theodore P. Nolasco, Amellia Jade E. Villamiel, Anna Isabelle S. Viloria, and Mark Troy G. Zarraga. 2014. “AQ Analysis on the Impact of Shadow Education on the Academic Life of High School Students.” Psychological Studies 59 (3): 252–259. doi: 10.1007/s12646-014-0260-z
   Google Scholar
• Chatterji, Pinka, Margarita Alegria, and David Takeuchi. 2011. “Psychiatric Disorders and Labor Market Outcomes: Evidence from the National Comorbidity Survey-Replication.” Journal of Health Economics 30 (5): 858–868. doi: 10.1016/j.jhealeco.2011.06.006
   PubMed Web of Science ®Google Scholar
• Cheo, Roland, and Euston Quah. 2005. “Mothers, Maids and Tutors: An Empirical Evaluation of their Effect on Children's Academic Grades in Singapore.” Education Economics 13 (3): 269–285. doi: 10.1080/09645290500073746
   Google Scholar
• Chib, Siddhartha, Edward Greenberg, and Ivan Jeliazkov. 2009. “Estimation of Semiparametric Models in the Presence of Endogeneity and Sample Selection.” Journal of Computational and Graphical Statistics 18 (2): 321–348. doi: 10.1198/jcgs.2009.07070
   Web of Science ®Google Scholar
• Choi, Álvaro, Jorge Calero, and Josep-Oriol Escardíbul. 2012. “Private Tutoring and Academic Achievement in Korea: An Approach through PISA-2006.” KEDI Journal of Educational Policy 9 (2): 299–322. doi: 10.5944/reec.19.2012.7578
   Web of Science ®Google Scholar
• Choi, Hoon, and Álvaro Choi. 2016. “Regulating Private Tutoring Consumption in Korea: Lessons from Another Failure.” International Journal of Educational Development 49: 144–156. doi: 10.1016/j.ijedudev.2016.03.002
   Web of Science ®Google Scholar
• Chu, Hsiao-Lei. 2015. “Private Tutoring, Wealth Constraint and Higher Education.” Pacific Economic Review 20 (4): 608–634. doi: 10.1111/1468-0106.12122
   Web of Science ®Google Scholar
• Cobb-Clark, Deborah A., Sonja C. Kassenboehmer, Trinh Le, Duncan McVicar, and Rong Zhang. 2015. “Is there an Educational Penalty for Being Suspended from School?” Education Economics 23 (4): 376–395. doi: 10.1080/09645292.2014.980398
   Web of Science ®Google Scholar
• Cole, Rachel. 2017. “Estimating the Impact of Private Tutoring on Academic Performance: Primary Students in Sri Lanka.” Education Economics 25 (2): 142–157. doi: 10.1080/09645292.2016.1196163
   Web of Science ®Google Scholar
• Dang, Hai-Anh. 2007. “The Determinants and Impact of Private Tutoring Classes in Vietnam.” Economics of Education Review 26 (6): 683–698. doi: 10.1016/j.econedurev.2007.10.003
   Web of Science ®Google Scholar
• Davis, Jenny. 2013. “Educational Legitimation and Parental Aspiration: Private Tutoring in Perth, Western Australia.” PhD diss., University of Western Australia.
   Google Scholar
• Dawson, Walter. 2010. “Private Tutoring and Mass Schooling in East Asia: Reflections of Inequality in Japan, South Korea, and Cambodia.” Asia Pacific Education Review 11 (1): 14–24. doi: 10.1007/s12564-009-9058-4
   Web of Science ®Google Scholar
• De Paola, Maria, and Vincenzo Scoppa. 2014. “The Effectiveness of Remedial Courses in Italy: A Fuzzy Regression Discontinuity Design.” Journal of Population Economics 27 (2): 365–386. doi: 10.1007/s00148-013-0466-8
   Web of Science ®Google Scholar
• Dhrymes, Phoebus J. 1986. “Limited Dependent Variables.” Handbook of Econometrics 3: 1567–1631.
   Google Scholar
• Dierkes, Julian. 2010. “Teaching in the Shadow: Operators of Small Shadow Education Institutions in Japan.” Asia Pacific Education Review 11 (1): 25–35. doi: 10.1007/s12564-009-9059-3
   Web of Science ®Google Scholar
• Di Gropello, Emanuela, and Jeffery H. Marshall. 2011. “Decentralization and Educational Performance: Evidence from the PROHECO Community School Program in Rural Honduras.” Education Economics 19 (2): 161–180. doi: 10.1080/09645290902992816
   Google Scholar
• Dlugosz, Piotr. 2016. “Private Lessons as an Instrument for Middle Class Status Struggle in Post-socialist Societies: Poland and Ukraine Case Studies.” Economics & Sociology 9 (1): 173–191. doi: 10.14254/2071-789X.2016/9-1/12
   Web of Science ®Google Scholar
• Duchini, Emma. 2017. “Is College Remedial Education a Worthy Investment? New Evidence from a Sharp Regression Discontinuity Design.” Economics of Education Review 60: 36–53. doi: 10.1016/j.econedurev.2017.06.004
   Web of Science ®Google Scholar
• Dujardin, Claire, and Florence Goffette-Nagot. 2010. “Neighborhood Effects on Unemployment?: A Test à la altonji.” Regional Science and Urban Economics 40 (6): 380–396. doi: 10.1016/j.regsciurbeco.2010.05.001
   Web of Science ®Google Scholar
• Elbadawy, Asmaa. 2013. “The Effect of Tutoring on Secondary Streaming in Egypt.” In Economic Research Forum Working Paper No. 769.
   Google Scholar
• Elbadawy, Asmaa. 2015. “Education in Egypt: Improvements in Attainment, Problems with Quality and Inequality.” The Egyptian Labor Market in an Era of Revolution127–146.
   Google Scholar
• Elbadawy, Asmaa, Ragui Assaad, Dennis Ahlburg, and Deborah Levison, 2007. “Private and Group Tutoring in Egypt: Where Is the Gender Inequality?” In Economic Research Forum Working Papers.
   Google Scholar
• El-Fiki, Hana A. 2012. “Teaching English as a Foreign Language and using English as a Medium of Instruction in Egypt: Teachers' Perceptions of Teaching Approaches and Sources of Change.” PhD diss., University of Toronto (Canada).
   Google Scholar
• Entrich, Steve R. 2014. “German and Japanese Education in the Shadow–Do Out-of-School Lessons Really Contribute to Class Reproduction?.” IAFOR Journal of Education 2 (2): 17–53.
   Google Scholar
• Ersado, Lire, and Jeremie Gignoux. 2014. “Egypt: Inequality of Opportunity in Education.” World Bank Policy Research Working Paper (6996).
   Google Scholar
• Even, William E. 1988. “Testing Exogeneity in a Probit Model.” Economics Letters 26 (2): 125–128. doi: 10.1016/0165-1765(88)90026-2
   Web of Science ®Google Scholar
• Galal, Ahmed. 2008. The Road Not Traveled: Education Reform in the MENA Region. Washington, DC: World Bank. doi: 10.1596/978-0-8213-7062-9
   Google Scholar
• Goyal, Sangeeta. 2009. “Inside the House of Learning: The Relative Performance of Public and Private Schools in Orissa.” Education Economics 17 (3): 315–327. doi: 10.1080/09645290903142577
   Google Scholar
• Greene, William. 2009. “Discrete Choice Modeling.” In Palgrave Handbook of Econometrics, 473–556. Springer.
   Google Scholar
• Greene, W. H. 2012. Econometric Analysis. 7th ed. London: Pearson Education. doi: 10.1016/b978-0-08-097086-8.71006-3
   Google Scholar
• Grossman, Michael, Robert Kaestner, and Sara Markowitz. 2004. “Get High and Get Stupid: The Effect of Alcohol and Marijuana Use on Teen Sexual Behavior.” Review of Economics of the Household 2 (4): 413–441. doi: 10.1007/s11150-004-5655-5
   Google Scholar
• Guimarães, Juliana, and Breno Sampaio. 2013. “Family Background and Students Achievement on a University Entrance Exam in Brazil.” Education Economics 21 (1): 38–59. doi: 10.1080/09645292.2010.545528
   Google Scholar
• Ha, Tran Thu, and Trudy Harpham. 2005. “Primary Education in Vietnam: Extra Classes and Outcomes.” International Education Journal 6 (5): 626–634.
   Google Scholar
• Hallak, Jacques, and Muriel Poisson. 2007. Corrupt Schools, Corrupt Universities: What Can be Done? Vol. 27. Paris: UNESCO International Institute for Education Planning doi: 10.4103/1357-6283.134317
   Google Scholar
• Hamid, M. Obaidul, Roland Sussex, and Asaduzzaman Khan. 2009. “Private Tutoring in English for Secondary School Students in Bangladesh.” Tesol Quarterly 43 (2): 281–308. doi: 10.1002/j.1545-7249.2009.tb00168.x
   Web of Science ®Google Scholar
• Hare, Denise. 2016. “What Accounts for the Decline in Labor Force Participation Among Married Women in Urban China, 1991–2011?” China Economic Review 38: 251–266. doi: 10.1016/j.chieco.2016.01.004
   Web of Science ®Google Scholar
• Hartmann, Sarah. 2007. “The Informal Market of Education in Egypt.” In Private Tutoring and Its Implication. Contribution à AEGIS European Conference on African Studies, 11–14.
   Google Scholar
• Heckman, J. 1978. “Dummy Endogenous Variables in a Simultaneously Equation System.” Econometrica 46: 931–960. doi: 10.2307/1909757
   Web of Science ®Google Scholar
• Hof, Stefanie. 2014. “Does Private Tutoring Work? The Effectiveness of Private Tutoring: A Nonparametric Bounds Analysis.” Education Economics 22 (4): 347–366. doi: 10.1080/09645292.2014.908165
   Google Scholar
• Hof, Stefanie, Stefan Wolter, and Guido Schwerdt. 2016. “Essays on the Economics of Education.” PhD diss., University of Bern.
   Google Scholar
• Homann, Malte, and Uwe Jensen. 2013. Does Better Education Cause Higher Income? HWWI Research Paper 145. Hamburg. http://hdl.handle.net/10419/88917
   Google Scholar
• Ieva, Francesca, Giampiero Marra, Anna Maria Paganoni, and Rosalba Radice. 2014. “A Semiparametric Bivariate Probit Model for Joint Modeling of Outcomes in STEMI Patients.” Computational and Mathematical Methods in Medicine 2014: 1–7.
   Google Scholar
• Ille, Sebastian. 2015. “Private Tutoring in Egypt: Quality Education in a Deadlock between Low Income, Status and Motivation.” Egyptian Center for Economic Studies, Cairo, Egypt. Working Paper No. 178.
   Google Scholar
• Imbens, Guido W., and Jeffrey M. Wooldridge. 2009. “Recent Developments in the Econometrics of Program Evaluation.” Journal of Economic Literature 47 (1): 5–86. doi: 10.1257/jel.47.1.5
   Web of Science ®Google Scholar
• Kang, Changhui, 2007. “Does Money Matter? The Effect of Private Educational Expenditures on Academic Performance.” National University of Singapore. Department of Economics Working Paper 704.
   Google Scholar
• Khuwaileh, Abdullah A., and Ali Al-Shoumali. 2001. “Private Tuition in English: The Case of Two Universities in Jordan.” English Today 17 (1): 31.
   Google Scholar
• Kim, Ji-Ha, and Daekwon Park. 2010. “The Determinants of Demand for Private Tutoring in South Korea.” Asia Pacific Education Review 11 (3): 411–421. doi: 10.1007/s12564-009-9067-3
   Web of Science ®Google Scholar
• Kinyaduka, Bryson D. 2014. “Private Tutoring: A Critical Analysis of World Experiences.” Merit Research Journal of Education and Review 2 (8): 135–140.
   Google Scholar
• Kiss, David. 2017. “How Do Ability Peer Effects Operate? Evidence on One Transmission Channel.” Education Economics 26: 1–13. doi: 10.1080/09645292.2017.1418840
   Web of Science ®Google Scholar
• Krafft, Caroline. 2012. Challenges Facing the Egyptian Education System: Access, Quality, and Inequality. Cairo: Population Council. doi: 10.1007/978-1-137-52977-0_6
   Google Scholar
• Lee, Soojeong. 2006. “Prestige-Oriented View of College Entrance and Shadow Education in South Korea: Factors Influencing Parent Expenditures on Private Tutoring.”
   Google Scholar
• Lee, Soojeong, and Roger C. Shouse. 2011. “The Impact of Prestige Orientation on Shadow Education in South Korea.” Sociology of Education 84 (3): 212–224. doi: 10.1177/0038040711411278
   Web of Science ®Google Scholar
• Li, Qi, and Jeffrey Scott Racine. 2007. Nonparametric Econometrics: Theory and Practice. New Jersey: Princeton University Press. doi: 10.1561/0800000009
   Google Scholar
• Liu, Junyan, and Mark Bray. 2017. “Determinants of Demand for Private Supplementary Tutoring in China: Findings from a National Survey.” Education Economics 25 (2): 205–218. doi: 10.1080/09645292.2016.1182623
   Web of Science ®Google Scholar
• Loveluck, Louisa. 2012. Education in Egypt: Key Challenges. London: Citeseer. doi: 10.1111/fare.12325
   Google Scholar
• Marra, Giampiero, and Rosalba Radice. 2011. “Estimation of a Semiparametric Recursive Bivariate Probit Model in the Presence of Endogeneity.” Canadian Journal of Statistics 39 (2): 259–279. doi: 10.1002/cjs.10100
   Web of Science ®Google Scholar
• Marra, Giampiero, and Rosalba Radice. 2017. “SemiParBIVProbit: Semiparametric Bivariate Probit Modelling.” R Package Version 3: 2–9.
   Google Scholar
• Marsh, Lawrence C., and David R. Cormier. 2001. Spline Regression Models. Vol. 137. Thousand Oaks, CA: Sage. doi: 10.4135/9781412985901
   Google Scholar
• McFadden, Daniel L. 1984. “Econometric Analysis of Qualitative Response Models.” Handbook of Econometrics 2: 1395–1457.
   Google Scholar
• Mendolia, Silvia, and Ian Walker. 2014. “The Effect of Personality Traits on Subject Choice and Performance in High School: Evidence from an English Cohort.” Economics of Education Review 43: 47–65. doi: 10.1016/j.econedurev.2014.09.004
   Web of Science ®Google Scholar
• Mendolia, Silvia, and Ian Walker. 2015. “Youth Unemployment and Personality Traits.” IZA Journal of Labor Economics 4 (1): 1.
   Google Scholar
• Pallegedara, Asankha, and Khondoker Abdul Mottaleb. 2018. “Patterns and Determinants of Private Tutoring: The Case of Bangladesh Households.” International Journal of Educational Development 59: 43–50. doi: 10.1016/j.ijedudev.2017.10.004
   Web of Science ®Google Scholar
• Pallegedara, A., and T. Yamano. 2012. “Demand for Private Tuition Classes Under the Free Education Policy. Evidence from Sri Lanka.” In Proceedings of International Conference on Business Management, Vol. 8.
   Google Scholar
• Pellicer, Miquel. 2018. “The Evolution of Returns to Education in the Middle East and North Africa: Evidence from Comparable Education Policy Changes in Tunisia.” Economics of Education Review 62: 183–191. doi: 10.1016/j.econedurev.2017.11.008
   Web of Science ®Google Scholar
• Racine, Jeffrey S. 2014. “A Primer on Regression Splines.” CRAN. R-Project http://cranrproject.org/web/packages/crs/vignettes/splineprimer.pdf
   Google Scholar
• Rizk, Reham, and Hala Abou-Ali, 2016. “Out of Pocket Education Expenditure and Household Budget: Evidence from Arab Countries.” In Economic Research Forum Working Papers.
   Google Scholar
• Rizk, Reham, and John Owusu-Afriyie. 2014. “Determinants of Household Expenditure on Childrens Education in Egypt.” International Journal of Education Economics and Development 5 (4): 332–360. doi: 10.1504/IJEED.2014.067194
   Google Scholar
• Rosenbaum, P. R., and D. B. Rubin. 1983. “The Central Role of the Propensity Score in Observational Studies for Causal Effects.” Biometrika 70 (1): 41–55. doi:10.1093/biomet/70.1.41 http://biomet.oxfordjournals.org/content/70/1/41.short
   Web of Science ®Google Scholar
• Ruppert, David, and Raymond J. Carroll. 1997. “Penalized Regression Splines”. doi: 10.1198/106186005x47345
   Google Scholar
• Sawiński, Zbigniew. 1986. “The Prestige of Education.” International Journal of Sociology 16 (1–2): 144–159. doi: 10.1080/15579336.1986.11769903
   Google Scholar
• Sayed, Eman Sh, and Ray Langsten. 2014. “Gender, Tutoring and Track in Egyptian Education.” World Academy of Science, Engineering and Technology, International Journal of Social, Behavioral, Educational, Economic, Business and Industrial Engineering 8 (10): 3215–3219.
   Google Scholar
• Schacter, John. 2000. “Does Individual Tutoring Produce Optimal Learning?” American Educational Research Journal 37 (3): 801–829. doi: 10.3102/00028312037003801
   Web of Science ®Google Scholar
• Sieverding, Maia, Caroline Krafft, and Asmaa Elbadawy. 2017. The Teacher Does Not Explain in Class: An Exploration of the Drivers of Private Tutoring in Egypt. Technical Report. GLO Discussion Paper.
   Google Scholar
• Silova, Iveta, Virginijae Budien, and Mark Bray. 2016. Education in a Hidden Marketplace: Monitoring of Private Tutoring. Budapest: Education Support Program (ESP) Open Society Institute.
   Google Scholar
• Stevenson, David Lee, and David P. Baker. 1992. “Shadow Education and Allocation in Formal Schooling: Transition to University in Japan.” American Journal of Sociology 97 1639–1657. doi: 10.1086/229942
   Web of Science ®Google Scholar
• Sujatha, K. 2014. “Private Tuition in India: Trends and Issues.” Revue Internationale Deducation de Sevres 1–15. doi: 10.1080/13603116.2018.1430179
   Google Scholar
• Tansel, Aysıt, and Fatma Bircan. 2006. “Demand for Education in Turkey: A Tobit Analysis of Private Tutoring Expenditures.” Economics of Education Review 25 (3): 303–313. doi: 10.1016/j.econedurev.2005.02.003
   Web of Science ®Google Scholar
• Tansel, Aysit, and Fatma Bircan Bodur. 2005. “Effect of Private Tutoring on University Entrance Examination Performance in Turkey”.
   Google Scholar
• Tok, Türkay Nuri. 2013. “The Shadow Education System: Private Courses.” International Journal of Social Sciences & Education 3 (3): 119–138. doi: 10.9779/puje583
   Google Scholar
• UNICEF. 2015. Global Initiative on Out-of-School children. Amman ,Jordan: UNICEF MENA Regional Office. doi: 10.15220/978-92-9189-162-7-en
   Google Scholar
• Vytlacil, Edward, and Nese Yildiz. 2007. “Dummy Endogenous Variables in Weakly Separable Models.” Econometrica 75 (3): 757–779. doi: 10.1111/j.1468-0262.2007.00767.x
   Web of Science ®Google Scholar
• Wahyuni, W., and H. Susanti. 2018. “Household Characteristics and Demand for Private Tutoring in Indonesia.” Competition and Cooperation in Economics and Business.
   Google Scholar
• Wegener, Bernd. 1992. “Concepts and Measurement of Prestige.” Annual Review of Sociology 18 (1): 253–280. doi: 10.1146/annurev.so.18.080192.001345
   Google Scholar
• Wilde, Joachim. 2000. “Identification of Multiple Equation Probit Models with Endogenous Dummy Regressors.” Economics Letters 69 (3): 309–312. doi: 10.1016/S0165-1765(00)00320-7
   Web of Science ®Google Scholar
• Wooldridge, Jeffrey M. 2010. Econometric Analysis of Cross Section and Panel Data. Second Edition . Cambridge: MIT Press.
   Google Scholar
• Zanin, Luca, Rosalba Radice, and Giampiero Marra. 2013. “Estimating the Effect of Perceived Risk of Crime on Social Trust in the Presence of Endogeneity Bias.” Social Indicators Research 114 (2): 523–547. doi: 10.1007/s11205-012-0160-3
   Web of Science ®Google Scholar
• Zanin, Luca, Rosalba Radice, and Giampiero Marra. 2015. “Modelling the Impact of Womens Education on Fertility in Malawi.” Journal of Population Economics 28 (1): 89–111. doi: 10.1007/s00148-013-0502-8
   Web of Science ®Google Scholar
• Zhan, Shengli, Mark Bray, Dan Wang, Chad Lykins, and Ora Kwo. 2013. “The Effectiveness of Private Tutoring: Students Perceptions in Comparison with Mainstream Schooling in Hong Kong.” Asia Pacific Education Review 14 (4): 495–509. doi: 10.1007/s12564-013-9276-7
   Web of Science ®Google Scholar
• Zhang, Wei, and Mark Bray. 2016. “Shadow Education.” In Spotlight on China, 85–99. Springer.
   Google Scholar
• Zhang, Yu, and Junyan Liu. 2016. “The Effectiveness of Private Tutoring in China with a Focus on Class-Size.” International Journal of Educational Development 46: 35–42. doi: 10.1016/j.ijedudev.2015.11.006
   Web of Science ®Google Scholar