More than Dollars for Scholars

References

1. ↵
   1. Angrist Joshua,
   2. Hudson Sally,
   3. Pallais Amanda

   . 2015. “Evaluating Econometric Evaluations of Post-Secondary Aid.” The American Economic Review 105(5):502–07.

   OpenUrlCrossRef
2. ↵
   1. Angrist Joshua,
   2. Rokkanen Miikka

   . 2015. “Wanna Get Away? Regression Discontinuity Estimation of Exam School Effects Away from the Cutoff.” Journal of the American Statistical Association 110(512):1331–44.

   OpenUrlCrossRef
3. ↵
   1. Bailey Martha,
   2. Dynarski Susan

   . 2011. “Gains and Gaps: Changing Inequality in U.S. College Entry and Completion.” In Whither Opportunity? Rising Inequality, Schools, and Children’s Life Chances, ed. Duncan Gregory, Murnane Richard, 117–32. New York: Russell Sage.
4. ↵
   1. Battistin Erich,
   2. Rettore Enrico

   . 2008. “Ineligibles and Eligible Non-Participants as a Double Comparison Group in Regression-Discontinuity Designs.” Journal of Econometrics 142(2): 715–30.

   OpenUrlCrossRef
5. ↵
   1. Baum Sandy,
   2. Ma Jennifer,
   3. Payea Kathleen

   . 2013. “Education Pays 2013: The Benefits of Higher Education for Individuals and Society.” New York: The College Board.
6. ↵
   1. Bettinger Eric,
   2. Baker Rachel

   . 2014. “The Effects of Student Coaching: An Evaluation of a Randomized Experiment in Student Advising.” Educational Evaluation and Policy Analysis 36(1):3–19.

   OpenUrlCrossRef
7. ↵
   1. Bound John,
   2. Lovenheim Michael,
   3. Turner Sarah

   . 2010. “Why Have College Completion Rates Declined? An Analysis of Changing Student Preparation and Collegiate Resources.” American Economic Journal of Applied Economics 2(3):129.

   OpenUrlCrossRef
8. ↵
   1. Bowen William,
   2. Chingos Matthew,
   3. McPherson Michael

   . 2009. Crossing the Finish Line: Completing College at America’s Public Universities. Princeton, NJ: Princeton University Press.
9. ↵
   1. Brock Thomas

   . 2010. “Young Adults and Higher Education: Barriers and Breakthroughs to Success.” The Future of Children 20(1):109–32.

   OpenUrlCrossRefPubMedWeb of Science
10. ↵
    1. Cahalan Margaret,
    2. Perna Laura

    . 2015. “Indicators of Higher Education Equity in the United States: 45 Year Trend Report.” Washington, DC: Pell Institute for the Study of Opportunity in Higher Education.
11. ↵
    1. Calonico Sebastian,
    2. Cattaneo Matias,
    3. Titiunik Rocio

    . 2014. “Robust Data-Driven Inference in the Regression-Discontinuity Design.” Stata Journal 14(4):909–46.

    OpenUrlCrossRef
12. ↵
    1. Card David

    . 1999. “The Causal Effect of Education on Earnings.” Handbook of Labor Economics 3:1801–63.

    OpenUrlCrossRef
13. ↵
    1. Carnevale Anthony,
    2. Strohl Jeff

    . 2013. “How Increasing College Access Is Increasing Inequality, and What to Do about It.” In Rewarding Strivers: Helping Low-Income Students Succeed in College, ed. Kahlenberg Richard, 71–190. New York: Century Foundation.
14. ↵
    1. Carrell Scott,
    2. Sacerdote Bruce

    . 2017. “Why Do College Going Interventions Work?” American Economic Journal: Applied Economics 9(3):124–51.

    OpenUrlCrossRef
15. ↵
    1. Castleman Benjamin,
    2. Page Lindsay

    . 2014a. “ATrickle or a Torrent? Understanding the Extent of Summer “Melt” among College-Intending High School Graduates.” Social Science Quarterly 95(1):202–20.

    OpenUrlCrossRef
16. ↵
    1. Castleman Benjamin,
    2. Page Lindsay

    . 2014b. Summer Melt: Supporting Low-Income Students through the Transition to College. Cambridge, MA: Harvard Education Press.
17. ↵
    1. Castleman Benjamin,
    2. Page Lindsay

    . 2016. “Freshman Year Financial Aid Nudges: An Experiment to Increase FAFSA Renewal and College Persistence.” Journal of Human Resources 51(2):389–415.

    OpenUrlAbstract/FREE Full Text
18. 1. Castleman Benjamin,
    2. Long Bridget

    . 2016. “Looking beyond Enrollment: The Causal Effect of Need-Based Grants on College Access, Persistence, and Graduation.” Journal of Labor Economics 34(4):1023–73.

    OpenUrlCrossRef
19. ↵
    1. Chetty Raj,
    2. Grusky David,
    3. Hendren Nathaniel,
    4. Hell Maximilian,
    5. Manduca Robert,
    6. Narang Jimmy

    . 2017. “The Fading American Dream: Trends in Absolute Mobility Since 1940.” Science 356(6336):398–406.

    OpenUrlAbstract/FREE Full Text
20. ↵
    1. Chingos Matthew

    . 2016. “Who Would Benefit Most from Free College?” Economics Studies at Brookings 1(15):1–4.

    OpenUrl
21. ↵
    1. Clotfelter Charles,
    2. Hemelt Steven,
    3. Ladd Helen

    . 2017. “Multifaceted Aid for Low-Income Students and College Outcomes: Evidence from North Carolina.” Economic Inquiry 56(1): 278–303.

    OpenUrl
22. ↵
    1. Deming Daniel

    . 2009. “Early Childhood Intervention and Life-Cycle Skill Development: Evidence from Head Start.” American Economic Journal: Applied Economics 1(3):111–34.

    OpenUrlCrossRefWeb of Science
23. ↵
    1. Deming Daniel,
    2. Walters Christopher

    . 2017. “The Impact of Price Caps and Spending Cuts on US Postsecondary Attainment.” NBER Working Paper 23736. Cambridge, MA: NBER.
24. ↵
    1. Denning Jeffrey,
    2. Marx Benjamin,
    3. Turner Lesley

    . 2017. “ProPelled: The Effects of Grants on Graduation, Earnings, and Welfare.” NBER Working Paper 23860. Cambridge, MA: NBER.
25. ↵
    1. DesJardins Stephen,
    2. McCall Brian

    . 2014. “The Impact of the Gates Millennium Scholars Program on College and Post-College Related Choices of High Ability, Low-Income Minority Students.” Economics of Education Review 38:124–38.

    OpenUrlCrossRef
26. ↵
    1. Gelman Andrew,
    2. Imbens Guido

    . 2014. “Why High-Order Polynomials Should Not be Used in Regression Discontinuity Designs.” NBER Working Paper 20405. Cambridge, MA: NBER.
27. ↵
    1. Goldrick-Rab Sara,
    2. Kelchen Robert,
    3. Harris Douglas N.,
    4. Benson James

    . 2016. “Reducing Income Inequality in Educational Attainment: Experimental Evidence on the Impact of Financial Aid on College Completion.” American Journal of Sociology 121(6):1762–817.

    OpenUrl
28. ↵
    1. Goodman John,
    2. Hurwitz Michael,
    3. Smith Jonathan

    . 2015. “College Access, Initial College Choice and Degree Completion”. NBER Working Paper 20996. Cambridge, MA: NBER.
29. ↵
    1. Howell Jessica,
    2. Pender Matea

    . 2016. “The Costs and Benefits of Enrolling in an Academically Matched College.” Economics of Education Review 51:152–68.

    OpenUrlCrossRef
30. ↵
    1. Hoxby Caroline,
    2. Avery Christopher

    . 2013. “The Missing ‘One-Offs’: The Hidden Supply of High-Achieving, Low-Income Students.” Brookings Papers on Economic Activity 2013(1):1–65.

    OpenUrl
31. ↵
    1. Hurwitz Michael,
    2. Mbekeani Preeya,
    3. Nipson Margaret,
    4. Page Lindsay

    . 2017. “Surprising Ripple Effects: How Changing the SAT Score Sending Policy for Low-Income Students Impacts College Access and Success.” Educational Evaluation and Policy Analysis 39(1):77–103.

    OpenUrlCrossRef
32. ↵
    1. Iacus Stefano,
    2. King Gary,
    3. Porro Giuseppe

    . 2009. “CEM: Software for Coarsened Exact Matching.” Journal of Statistical Software 30(9):1–27.

    OpenUrlPubMed
33. ↵
    1. Imbens Guido,
    2. Lemieux Thomas

    . 2008. “Regression Discontinuity Designs: A Guide to Practice.” Journal of Econometrics 142(2):615–35.

    OpenUrlCrossRefWeb of Science
34. ↵
    1. Jacob Brian,
    2. Lefgren Lars

    . 2004. “Remedial Education and Student Achievement: A Regression-Discontinuity Analysis.” Review of Economics and Statistics 86(1):226–44.

    OpenUrlCrossRefWeb of Science
35. ↵
    1. Jepsen Christopher,
    2. Troske Kenenth,
    3. Coomes Paul

    . 2014. “The Labor-Market Returns to Community College Degrees, Diplomas, and Certificates.” Journal of Labor Economics 32(1):95–121.

    OpenUrlCrossRefWeb of Science
36. ↵
    1. Leppel Karen

    . 2002. “Similarities and Differences in the College Persistence of Men and Women.” The Review of Higher Education 25(4):433–50.

    OpenUrlCrossRef
37. ↵
    1. Ludwig Jens,
    2. Miller Ludwig

    . 2007. “Does Head Start Improve Children’s Life Chances? Evidence from a Regression Discontinuity Design.” The Quarterly Journal of Economics 122(1):159–208.

    OpenUrlCrossRefWeb of Science
38. 1. Ma Jennifer,
    2. Pender Matea,
    3. Welch Meredith

    . 2016. “Education Pays 2016: The Benefits of Higher Education for Individuals and Society.” New York: The College Board.
39. ↵
    1. Mabel Zachary,
    2. Britton Tolani

    . 2017. “Leaving Late: Understanding the Extent and Predictors of College Late Departure.” Social Science Research 69:34–51.

    OpenUrlPubMed
40. ↵
    1. McCrary Justin

    . 2008. “Manipulation of the Running Variable in the Regression Discontinuity Design: A Density Test.” Journal of Econometrics 142(2):698–714.

    OpenUrlCrossRefWeb of Science
41. ↵
    1. Mealli Fabrizia,
    2. Rampichini Carla

    . 2012. “Evaluating the Effects of University Grants by Using Regression Discontinuity Designs.” Journal of the Royal Statistical Society: Series A (Statistics in Society) 175(3):775–98.

    OpenUrlCrossRef
42. ↵
    1. Oreopoulos Philip

    . 2007. “Do Dropouts Drop Out Too Soon? Wealth, Health and Happiness from Compulsory Schooling.” Journal of Public Economics 91(11):2213–29.

    OpenUrlCrossRefWeb of Science
43. 1. Page Lindsay,
    2. Gehlbach Hunter

    . 2017. “How an Artificially Intelligent Virtual Assistant Helps Students Navigate the Road to College.”” AERA Open 3(4).
44. ↵
    1. Page Lindsay,
    2. Scott-Clayton Judith

    . 2016. “Improving College Access in the United States: Barriers and Policy Responses.” Economics of Education Review 51:4–22.

    OpenUrlCrossRef
45. ↵
    1. Pallais Amanda

    . 2015. “Small Differences that Matter: Mistakes in Applying to College.” Journal of Labor Economics 33(2):493–520.

    OpenUrlCrossRef
46. ↵
    1. Reardon Sean,
    2. Baker Rachel,
    3. Klasik Daniel

    . 2012. “Race, Income, and Enrollment Patterns in Highly Selective Colleges, 1982–2004.” Palo Alto, CA: Center for Education Policy Analysis, Stanford University.
47. ↵
    1. Rodriguez Awilda

    . 2015. “Understanding the Parent PLUS Loan Debate in the Context of Black Families.” In Race in the Age of Obama: Part 2, ed. Cunnigen Donald, Bruce Marino, 147–70. Bingley, UK: Emerald Group Publishing.
48. ↵
    1. Rosenbaum Paul,
    2. Rubin Donald

    . 1985. “Constructing a Control Group Using Multivariate Matched Sampling Methods that Incorporate the Propensity Score.” The American Statistician 39(1):33–38.

    OpenUrlCrossRefWeb of Science
49. ↵
    1. Schochet Peter,
    2. Cook Thomas,
    3. Deke Jonathan,
    4. Imbens Guido,
    5. Lockwood J.R.,
    6. Porter Jack,
    7. Smith Jonathan

    . 2010. “Standards for Regression Discontinuity Designs.” https://ies.ed.gov/ncee/wwc/Docs/ReferenceResources/wwc_rd.pdf (accessed December 4, 2015).
50. ↵
    1. Schudde Lauren,
    2. Scott-Clayton Judith

    . 2016. “Pell Grants as Performance-Based Scholar-ships? An Examination of Satisfactory Academic Progress Requirements in the Nation’s Largest Need-Based Aid Program.” Research in Higher Education 57(8):943–67.

    OpenUrlCrossRef
51. ↵
    1. Scott-Clayton Judith

    . 2011. “On Money and Motivation: A Quasi-Experimental Analysis of Financial Incentives for College Achievement.” Journal of Human Resources 46(3):614–46.

    OpenUrlAbstract/FREE Full Text
52. ↵
    1. Scott-Clayton Judith

    . 2015. “The Shapeless River: Does a Lack of Structure Inhibit Students’ Progress at Community Colleges?” New York: Community College Research Center.
53. 1. Scott-Clayton Judith,
    2. Minaya Veronica

    . 2016. “Should Student Employment Be Subsidized? Conditional Counterfactuals and the Outcomes of Work-Study Participation.” Economics of Education Review 52:1–18.

    OpenUrlCrossRef
54. ↵
    1. Scrivener Susan,
    2. Weiss Michael

    . 2013. “More Graduates: Two-Year Results from an Evaluation of Accelerated Study in Associate Programs (ASAP) for Developmental Education Students.” New York: MDRC Policy Brief.
55. ↵
    1. Smith Jonathan,
    2. Pender Matea,
    3. Howell Jessica

    . 2013. “The Full Extent of Student–College Academic Undermatch.” Economics of Education Review 32:247–61.

    OpenUrlCrossRef