Research Article
Open Access

Using Administrative Data for Social Science and Policy

Andrew M. Penner, Kenneth A. Dodge
RSF: The Russell Sage Foundation Journal of the Social Sciences March 2019, 5 (3) 1-18; DOI: https://doi.org/10.7758/RSF.2019.5.3.01

REFERENCES

  1. ↵
    1. Abendroth, Anja-Kristin,
    2. Silvia Melzer,
    3. Alexandra Kalev, and
    4. Donald Tomaskovic-Devey
    . 2017. “Women at Work: Women’s Access to Power and the Gender Earnings Gap.” ILR Review 70(1): 190–222.
    OpenUrl
  2. ↵
    1. Abowd, John M.,
    2. John Haltiwanger, and
    3. Julia Lane
    . 2004. “Integrated Longitudinal Employer-Employee Data for the United States.” American Economic Review 94(2): 224–29.
    OpenUrlCrossRefWeb of Science
  3. ↵
    1. Aizer, Anna,
    2. Janet Currie,
    3. Peter Simon, and
    4. Patrick Vivier
    . 2016. Do Low Levels of Blood Lead Reduce Children’s Future Test Scores? No. w22558. National Bureau of Economic Research.
  4. ↵
    1. Aizer, Anna, and
    2. Joseph J. Doyle Jr.
    . 2015. “Juvenile Incarceration, Human Capital, and Future Crime: Evidence from Randomly Assigned Judges.” Quarterly Journal of Economics 130(2): 759–803.
    OpenUrlCrossRef
  5. ↵
    1. Aizer, Anna,
    2. Shari Eli,
    3. Joseph Ferrie, and
    4. Adriana Lleras-Muney
    . 2016. “The Long-Run Impact of Cash Transfers to Poor Families.” American Economic Review 106(4): 935–71.
    OpenUrlCrossRef
    1. Ananat, Elizabeth O.,
    2. Anna Gassman-Pines,
    3. Dania V. Francis, and
    4. Christina M. Gibson-Davis
    . 2017. “Linking Job Loss, Inequality, Mental Health, and Education.” Science 356(6343): 1127–28.
    OpenUrlAbstract/FREE Full Text
  7. ↵
    1. Anderson, Margo, and
    2. William Seltzer
    . 2007. “Challenges to the Confidentiality of U.S. Federal Statistics, 1910–1965.” Journal of Official Statistics 23(1): 1–34.
    OpenUrl
  8. ↵
    1. Austin, Megan, R.
    2. Joseph Waddington, and
    3. Mark Berends
    . 2019. “Voucher Pathways and Student Achievement in Indiana’s Choice Scholarship Program.” RSF: The Russell Sage Foundation Journal of the Social Sciences 5(3): 20–40. DOI: 10.7758/RSF.2019.5.3.02.
    OpenUrlCrossRef
  9. ↵
    1. Bailey, Drew,
    2. Greg J. Duncan,
    3. Candice L. Odgers, and
    4. Winnie Yu
    . 2017. “Persistence and Fadeout in the Impacts of Child and Adolescent Interventions.” Journal of Research on Educational Effectiveness 10(1): 7–39.
    OpenUrl
  10. ↵
    1. Blau, Peter, and
    2. Otis Dudley Duncan
    . 1967. The American Occupational Structure. New York: John Wiley & Sons.
  11. ↵
    1. Brummet, Quentin, and
    2. Emily Penner
    . 2017. “After School: An Examination of the Career Paths and Earnings of Former Teachers.” Paper presented at APPAM 2017. Chicago (November 2–4, 2017).
  12. ↵
    1. Campbell, Frances,
    2. Gabriella Conti,
    3. James J. Heckman,
    4. Seong Hyeok Moon,
    5. Rodrigo Pinto,
    6. Elizabeth Pungello, and
    7. Yi Pan
    . 2014. “Early Childhood Investments Substantially Boost Adult Health.” Science 343(6178): 1478–85.
    OpenUrlAbstract/FREE Full Text
    1. Candelaria, Christopher A
    . 2015. “Rethinking Teacher Effects on Student Achievement.” Paper presented at the Association for Education Finance and Policy. Washington, D.C. (February 26–28, 2015).
  14. ↵
    1. Chetty, Raj,
    2. John N. Friedman,
    3. Nathaniel Hilger,
    4. Emmanuel Saez,
    5. Diane Whitmore Schanzenbach, and
    6. Danny Yagan
    . 2011. “How Does Your Kindergarten Classroom Affect Your Earnings? Evidence from Project STAR.” Quarterly Journal of Economics 126(4): 1593–660.
    OpenUrlCrossRefPubMedWeb of Science
  15. ↵
    1. Chetty, Raj,
    2. John N. Friedman, and
    3. Jonah E. Rockoff
    . 2014a. “Measuring the Impacts of Teachers I: Evaluating Bias in Teacher Value-Added Estimates.” American Economic Review 104(9): 2593–632.
    OpenUrlCrossRef
  16. ↵
    1. Chetty, Raj,
    2. John N. Friedman, and
    3. Jonah E. Rockoff
    . 2014b. “Measuring the Impacts of Teachers II: Teacher Value-Added and Student Outcomes in Adulthood.” American Economic Review 104(9): 2633–79.
    OpenUrlCrossRef
  17. ↵
    1. Denice, Patrick, and
    2. Betheny Gross
    . 2016. “Choice, Preferences, and Constraints: Evidence from Public School Applications in Denver.” Sociology of Education 89(4): 300–20.
    OpenUrlCrossRef
  18. ↵
    1. Di, Qian,
    2. Yan Wang,
    3. Antonella Zanobetti,
    4. Yun Wang,
    5. Petros Koutrakis,
    6. Christine Choirat,
    7. Francesca Dominici, and
    8. Joel D. Schwartz
    . 2017. “Air Pollution and Mortality in the Medicare Population.” New England Journal of Medicine 376(26): 2513–22.
    OpenUrlCrossRefPubMed
  19. ↵
    1. Dodge, Kenneth A
    . 2009. “Community Intervention and Public Policy in the Prevention of Antisocial Behavior.” Journal of Child Psychology and Psychiatry 50(1–2): 194–200.
    OpenUrlCrossRefPubMedWeb of Science
  20. ↵
    1. Dodge, Kenneth A
    . 2011. “Context Matters in Child and Family Policy.” Child Development 82(1): 433–42.
    OpenUrlCrossRefPubMed
  21. ↵
    1. Dodge, Kenneth A.,
    2. W. Benjamin Goodman,
    3. Robert A. Murphy,
    4. Karen O’Donnell,
    5. Jeannine Sato, and
    6. Susan Guptill
    . 2014. “Implementation and Randomized Controlled Trial Evaluation of Universal Postnatal Nurse Home Visiting.” American Journal of Public Health 104(S1): S136–43.
    OpenUrlCrossRefPubMed
  22. ↵
    1. Domina, Thurston,
    2. Andrew McEachin,
    3. Paul Hanselman,
    4. Priyanka Agarwal,
    5. NaYoung Hwang, and
    6. Ryan Lewis
    . 2016. “Beyond Tracking and Detracking: The Dimensions of Organizational Differentiation in Schools.” RAND Labor & Population working paper no. WR1155. Santa Monica, Calif.: RAND Corporation.
  23. ↵
    1. Downing, Janelle, and
    2. Tim Bruckner
    . 2019. “Subprime Babies: The Foreclosure Crisis and Initial Health Endowments.” RSF: The Russell Sage Foundation Journal of the Social Sciences 5(2): 123–40. DOI: 10.7758/RSF.2019.5.2.07.
    OpenUrlCrossRef
    1. Drabiak-Syed, Katherine
    . 2010. “Lessons from Havasupai Tribe v. Arizona State University Board of Regents: Recognizing Group, Cultural, and Dignity Harms as Legitimate Risks Warranting Integration into Research Practice.” Journal of Health and Biomedical Law 6(2): 175–226.
    OpenUrl
  25. ↵
    1. Fabelo, Tony,
    2. Michael D. Thompson,
    3. Martha Plotkin,
    4. Dottie Carmichael,
    5. Miner P. Marchbanks, and
    6. Eric A. Booth
    . 2011. “Breaking Schools’ Rules: A Statewide Study of How School Discipline Relates to Students’ Success and Juvenile Justice Involvement.” New York: Council of State Governments Justice Center.
  26. ↵
    1. Fernandez, Roberto M., and
    2. Santiago Campero
    . 2017. “Gender Sorting and the Glass Ceiling in High-Tech Firms.” ILR Review 70(1): 73–104.
    OpenUrl
  27. ↵
    1. Fernandez, Roberto M., and
    2. Colette Friedrich
    . 2011. “Gender Sorting at the Application Interface.” Industrial Relations: A Journal of Economy and Society 50(4): 591–609.
    OpenUrlCrossRef
  28. ↵
    1. Fernandez, Roberto M., and
    2. Jason Greenberg
    . 2013. “Race, Network Hiring, and Statistical Discrimination.” In Networks, Work and Inequality, edited by Steve McDonald. Bingley, UK: Emerald Group Publishing.
    1. Fernandez, Roberto M., and
    2. Brian Rubineau
    . 2019. “Network Recruitment and the Glass Ceiling: Evidence from Two Firms.” RSF: The Russell Sage Foundation Journal of the Social Sciences 5(3): 88–102. DOI: 10.7758/RSF.2019.5.3.05.
    OpenUrlCrossRef
  30. ↵
    1. Fernandez-Mateo, Isabel, and
    2. Roberto M. Fernandez
    . 2016. “Bending the Pipeline? Executive Search and Gender Inequality in Hiring for Top Management Jobs.” Management Science 62(12): 3636–55.
    OpenUrl
  31. ↵
    1. Finucane, Mariel McKenzie,
    2. Ignacio Martinez, and
    3. Scott Cody
    . 2017. “What Works for Whom? A Bayesian Approach to Channeling Big Data Streams for Public Program Evaluation.” American Journal of Evaluation 39(1): 109–22.
    OpenUrl
  32. ↵
    1. Ganzeboom, Harry B. G.,
    2. Donald J. Treiman, and
    3. Wout C. Ultee
    . 1991. “Comparative Intergenerational Stratification Research: Three Generations and Beyond.” Annual Review of Sociology 17(1): 277–302.
    OpenUrlCrossRefWeb of Science
  33. ↵
    1. Godechot, Olivier
    . 2013. “Financialization and Sociospatial Divides.” L’Année Sociologique 63(1): 17–50.
    OpenUrl
  34. ↵
    1. Goerge, Robert M., and
    2. Emily R. Wiegand
    . 2019. “Understanding Vulnerable Families in Multiple Service Systems.” RSF: The Russell Sage Foundation Journal of the Social Sciences 5(2): 86–104. DOI: 10.7758/RSF.2019.5.2.05.
    OpenUrlCrossRef
  35. ↵
    1. Grusky, David B.,
    2. Michael Hout,
    3. Timothy M. Smeeding, and
    4. C. Matthew Snipp
    . 2019. “The American Opportunity Study: A New Infrastructure for Monitoring Outcomes, Evaluating Policy, and Advancing Basic Science.” RSF: The Russell Sage Foundation Journal of the Social Sciences 5(2): 20–39. DOI: 10.7758/RSF.2019.5.2.02.
    OpenUrlCrossRef
    1. Hällsten, Martin
    . 2014. “Inequality Across Three and Four Generations in Egalitarian Sweden: 1st and 2nd Cousin Correlations in Socio-Economic Outcomes.” Research in Social Stratification and Mobility 35(1): 19–33.
    OpenUrlCrossRefWeb of Science
  37. ↵
    1. Holbein, John B
    . 2017. “Childhood Skill Development and Adult Political Participation.” American Political Science Review 111(3): 572–83.
    OpenUrl
  38. ↵
    1. Howard, Lanikque,
    2. Lisa Klein Vogel,
    3. Maria Cancian, and
    4. Jennifer L. Noyes
    . 2019. “Building Connections: Using Integrated Administrative Data to Identify Issues and Solutions Spanning the Child Welfare and Child Support Systems.” RSF: The Russell Sage Foundation Journal of the Social Sciences 5(2): 70–85. DOI: 10.7758/RSF.2019.5.2.04.
    OpenUrlCrossRef
    1. Ioannidis, John P. A
    . 2015. “Why Most Published Research Findings Are False.” PLoS Medicine 2(8): e124.
    OpenUrl
  40. ↵
    1. Kessler-Harris, Alice
    . 1982. Out to Work: A History of Wage-Earning Women in the United States. Oxford: Oxford University Press.
  41. ↵
    1. Kim, ChangHwan, and
    2. Christopher R. Tamborini
    . 2019. “Are They Still Worth It? The Long-Run Earnings Benefits of an Associate Degree, Vocational Diploma or Certificate, and Some College.” RSF: The Russell Sage Foundation Journal of the Social Sciences 5(3): 64–85. DOI: 10.7758/RSF.2019.5.3.04.
    OpenUrlCrossRef
  42. ↵
    1. King, Joseph,
    2. Andrew M. Penner,
    3. Nina Bandelj, and
    4. Aleksandra Kanjuo-Mrčela
    . 2017. “Market Transformation and the Opportunity Structure for Gender Inequality: A Cohort Analysis Using Linked Employer-Employee Data from Slovenia.” Social Science Research 67 (September): 14–33.
    OpenUrl
  43. ↵
    1. Laurito, Agustina,
    2. Johanna Lacoe,
    3. Amy Ellen Schwartz,
    4. Patrick Sharkey, and
    5. Ingrid Gould Ellen
    . 2019. “School Climate and the Impact of Neighborhood Crime on Test Scores.” RSF: The Russell Sage Foundation Journal of the Social Sciences 5(2): 141–66. DOI: 10.7758/RSF.2019.5.2.08.
    OpenUrlCrossRef
  44. ↵
    1. Li, Danielle
    . 2012. “Essays on the Organization of Science and Education.” Ph.D. diss., Massachusetts Institute of Technology.
  45. ↵
    1. Liebler, Carolyn A.,
    2. Renuka Bhaskar, and
    3. Sonya R. Porter
    . 2016. “Joining, Leaving, and Staying in the American Indian/Alaska Native Race Category Between 2000 and 2010.” Demography 53(2): 507–40.
    OpenUrl
  46. ↵
    1. Ludwig, Jens,
    2. Greg J. Duncan,
    3. Lisa A. Gennetian,
    4. Lawrence F. Katz,
    5. Ronald C. Kessler,
    6. Jeffrey R. Kling, and
    7. Lisa Sanbonmatsu
    . 2013. “Long-Term Neighborhood Effects on Low-Income Families: Evidence from Moving to Opportunity.” American Economic Review 103(3): 226–31.
    OpenUrlCrossRef
  47. ↵
    1. Meghir, Costas,
    2. Mårten Palme, and
    3. Marieke Schnabel
    . 2012. “The Effect of Education Policy on Crime: An Intergenerational Perspective.” NBER working paper no. w18145. Cambridge, Mass.: National Bureau of Economic Research.
    1. Miller, Portia,
    2. Elizabeth Votruba-Drzal, and
    3. Rebekah Levine Coley
    . 2019. “Poverty and Academic Achievement Across the Urban to Rural Landscape: Associations with Community Resources and Stressors.” RSF: The Russell Sage Foundation Journal of the Social Sciences 5(2): 106–22. DOI: 10.7758/RSF.2019.5.2.06.
    OpenUrlCrossRef
  49. ↵
    1. Mills, Jonathan N., and
    2. Patrick J. Wolf
    . 2017. “Vouchers in the Bayou: The Effects of the Louisiana Scholarship Program on Student Achievement After 2 Years.” Educational Evaluation and Policy Analysis 39(3): 464–84.
    OpenUrl
  50. ↵
    1. Mueller, Anna S.,
    2. Tania M. Jenkins,
    3. Melissa Osborne,
    4. Arjun Dayal,
    5. Daniel M. O’Connor, and
    6. Vineet M. Arora
    . 2017. “Gender Differences in Attending Physicians’ Feedback to Residents: A Qualitative Analysis.” Journal of Graduate Medical Education 9(5): 577–85.
    OpenUrl
    1. Murray, Brittany,
    2. Thurston Domina,
    3. Linda Renzulli, and
    4. Rebecca Boylan
    . 2019. “Civil Society Goes to School: Parent-Teacher Associations and the Equality of Educational Opportunity.” RSF: The Russell Sage Foundation Journal of the Social Sciences 5(3): 41–63. DOI: 10.7758/RSF.2019.5.3.03.
    OpenUrlCrossRef
  52. ↵
    1. Open Science Collaboration
    . 2015. “Estimating the Reproducibility of Psychological Science.” Science 349(6251): aac4716.
    OpenUrlAbstract/FREE Full Text
    1. Park, Hyunjoon
    . 2014. “The Legacy of Disadvantaged Origins: Blocked Social Mobility of Descendants of Nobis in Late Joseon (Korea).” Ann Arbor: Nam Center for Korean Studies, University of Michigan.
  54. ↵
    1. Penner, Andrew M.,
    2. Thurston Domina,
    3. Emily K. Penner, and
    4. AnneMarie Conley
    . 2015. “Curricular Policy as a Collective Effects Problem: A Distributional Approach.” Social Science Research 52 (July): 627–41.
    OpenUrlCrossRefPubMed
    1. Penner, Emily K.,
    2. Jane Rochmes,
    3. Jing Liu,
    4. Sabrina Solanki, and
    5. Susanna Loeb
    . 2019. “Differing Views of Equity: How Prospective Educators Perceive Their Role in Closing Achievement Gaps.” RSF: The Russell Sage Foundation Journal of the Social Sciences 5(3): 103–27. DOI: 10.7758/RSF.2019.5.3.06.
    OpenUrlCrossRef
  56. ↵
    1. Persico, Claudia,
    2. David Figlio, and
    3. Jeffrey Roth
    . 2016. “Inequality Before Birth: The Developmental Consequences of Environmental Toxicants.” NBER working paper no. w22263. Cambridge, Mass.: National Bureau of Economic Research.
  57. ↵
    1. Petersen, Trond, and
    2. Laurie A. Morgan
    . 1995. “Separate and Unequal: Occupation-Establishment Sex Segregation and the Gender Wage Gap.” American Journal of Sociology 101(2): 329–65.
    OpenUrlCrossRef
    1. Petersen, Trond, and
    2. Ishak Saporta
    . 2004. “The Opportunity Structure for Discrimination.” American Journal of Sociology 109(4): 852–901.
    OpenUrlCrossRef
  59. ↵
    1. Poulton, Richie,
    2. Avshalom Caspi,
    3. Barry J. Milne,
    4. W. Murray Thomson,
    5. Alan Taylor,
    6. Malcolm R. Sears, and
    7. Terrie E. Moffitt
    . 2002. “Association Between Children’s Experience of Socioeconomic Disadvantage and Adult Health: A Life-Course Study.” The Lancet 360(9346): 1640–45.
    OpenUrl
  60. ↵
    1. Rafalow, Matthew H.,
    2. Cynthia Feliciano, and
    3. Belinda Robnett
    . 2017. “Racialized Femininity and Masculinity in the Preferences of Online Same-Sex Daters.” Social Currents 4(4): 306–21.
    OpenUrl
    1. Reardon, Sean F
    . 2019. “Educational Opportunity in Early and Middle Childhood: Using Full Population Administrative Data to Study Variation by Place and Age.” RSF: The Russell Sage Foundation Journal of the Social Sciences 5(2): 40–68. DOI: 10.7758/RSF.2019.5.2.03.
    OpenUrlCrossRef
  62. ↵
    1. Ruzek, Erik A.,
    2. Thurston Domina,
    3. AnneMarie M. Conley,
    4. Greg J. Duncan, and
    5. Stuart A. Karabenick
    . 2015. “Using Value-Added Models to Measure Teacher Effects on Students’ Motivation and Achievement.” Journal of Early Adolescence 35(5–6): 852–82.
    OpenUrlCrossRef
  63. ↵
    1. Song, Xi, and
    2. Cameron D. Campbell
    . 2017. “Genealogical Microdata and Their Significance for Social Science.” Annual Review of Sociology 43(1): 75–99.
    OpenUrl
  64. ↵
    1. Sun, Min,
    2. Emily K. Penner, and
    3. Susanna Loeb
    . 2017. “Resource- and Approach-Driven Multidimensional Change: Three-Year Effects of School Improvement Grants.” American Educational Research Journal 54(4): 607–43.
    OpenUrl
  65. ↵
    1. Temby, Owen F., and
    2. Ken R. Smith
    . 2014. “The Association Between Adult Mortality Risk and Family History of Longevity: The Moderating Effects of Socioeconomic Status.” Journal of Biosocial Science 46(6): 703–16.
    OpenUrl
  66. ↵
    1. Tomaskovic-Devey, Donald
    . 1993. Gender & Racial Inequality at Work: The Sources and Consequences of Job Segregation. Ithaca, N.Y.: Cornell University Press.
    1. U.S. Census Bureau
    . 1996. “Puerto Rico, Virgin Islands, and the Pacific Island Territories.” In 1990 Census of Population and Housing, History, chapter 13. Washington: Government Printing Office.
  68. ↵
    1. Wightman, Patrick, and
    2. Sheldon Danziger
    . 2014. “Multi-Generational Income Disadvantage and the Educational Attainment of Young Adults.” Research in Social Stratification and Mobility 35(1): 53–69.
    OpenUrlCrossRef
  69. ↵
    1. Wilde, Melissa J
    . 2004. “How Culture Mattered at Vatican II: Collegiality Trumps Authority in the Council’s Social Movement Organizations.” American Sociological Review 69(4): 576–602.
    OpenUrlCrossRef
  70. ↵
    1. Wynn, John D.,
    2. Daniel A. Reyes, and
    3. Willard E. Caldwell
    . 2011. “United States Census 2010: A Description of the 2010 Census Operations and Data Products of the Island Areas, and How They Compare to the 50 States and the District of Columbia.” Washington: U.S. Census Bureau.
  71. ↵
    1. Young, Cristobal,
    2. Charles Varner,
    3. Ithai Z. Lurie, and
    4. Richard Prisinzano
    . 2016. “Millionaire Migration and Taxation of the Elite: Evidence from Administrative Data.” American Sociological Review 81(3): 421–46.
    OpenUrlCrossRef
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Using Administrative Data for Social Science and Policy
Andrew M. Penner, Kenneth A. Dodge
RSF: The Russell Sage Foundation Journal of the Social Sciences Mar 2019, 5 (3) 1-18; DOI: 10.7758/RSF.2019.5.3.01
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