Recommended readings (Machine generated): 1. Claudia Goldin and Lawrence F. Katz (2008), 'The Race between Education and Technology', in The Race between Education and Technology, Chapter 8, Appendix D.1, [notes and references], London, UK and Massachusetts, USA: Harvard University Press, 287-323 -- 2. David H. Autor, Frank Levy and Richard J. Murnane (2003), 'The Skill Content of Recent Technological Change: An Empirical Exploration', Quarterly Journal of Economics, 118 (4), November, 1279-333 [55] -- 3. David Card (2001), 'Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems', Econometrica, 69 (5), September, 1127-60 [34] -- 4. Pedro Carneiro, James J. Heckman and Edward J. Vytlacil (2011), 'Estimating Marginal Returns to Education', American Economic Review, 101 (6), October, 2754-81 [28] -- 5. Philip Oreopoulos and Uros Petronijevic (2013), 'Making College Worth It: A Review of the Returns to Higher Education', The Future of Children, 23 (1), Spring, 41-65 [25] -- 6. Janet Currie and Enrico Moretti (2003), 'Mother's Education and the Intergenerational Transmission of Human Capital: Evidence from College Openings', Quarterly Journal of Economics, 118 (4), November, 1495-532 [38] -- 7. Carolina Arteaga (2018), 'The Effect of Human Capital on Earnings: Evidence from a Reform at Colombia's Top University', Journal of Public Economics, 157, 212-25 [14] -- 8. Brian Jacob, Brian McCall and Kevin Stange (2018), 'College as Country Club: Do Colleges Cater to Students' Preferences for Consumption?', Journal of Labor Economics, 36 (2), December, 309-48 [40] -- 9. Thomas J. Kane and Cecelia Elena Rouse (1995), 'Labor-Market Returns to Two and Four Year College', American Economic Review, 85 (3), June, 600-14 [15] -- 10. Mark Hoekstra (2009), 'The Effect of Attending the Flagship State University on Earnings: A Discontinuity-Based Approach', Review of Economics and Statistics, 91 (4), 717-24 [8] -- 11. Seth D. Zimmerman (2014), 'The Returns to College Admission for Academically Marginal Students', Journal of Labor Economics, 32 (4), 711-54 [44] -- 12. David J. Deming, Noam Yuchtman, Amira Abulafi, Claudia Goldin and Lawrence F. Katz (2016), 'The Value of Postsecondary Credentials in the Labor Market: An Experimental Study', American Economic Review, 106 (3), March, 778-806 [29] -- 13. Joseph G. Altonji, Erica Blom and Costas Meghir (2012), 'Heterogeneity in Human Capital Investments: High School Curriculum, College Major, and Careers', Annual Review of Economics, 4, 185-223 [39] -- 14. Lars J. Kirkeboen, Edwin Leuven and Magne Mogstad (2016), 'Field of Study, Earnings, and Self-selection', Quarterly Journal of Economics, 131 (3), 1057-112 [56] -- 15. Matthew Wiswall and Basit Zafar (2015), 'Determinants of College Major Choice: Identification using an Information Experiment', Review of Economic Studies, 82 (2), April, 791-824 [34] -- 16. Enrico Moretti (2004), 'Workers' Education, Spillovers, and Productivity: Evidence from Plant-Level Production Functions', American Economic Review, 94 (3), June, 656-90 [35] -- 17. Adam B. Jaffe (1989), 'Real Effects of Academic Research', American Economic Review, 79 (5), December, 957-70 [14] -- 18. Otto Toivanen and Lotta Väänänen (2016), 'Education and Invention', Review of Economics and Statistics, 98 (2), 382-96 [15] -- 19. John Bound, Michael F. Lovenheim and Sarah Turner (2010), 'Why Have College Completion Rates Declined? An Analysis of Changing Student Preparation and Collegiate Resources', American Economic Journal: Applied Economics, 2 (3), July, 129-57 [29]