Abstract
When properly secured, anonymized, and optimized for research, administrative data can be put to work to help government programs better serve those in need.
- Almond, D., Doyle, J.J., Kowalski, A.E. and Williams, H. Estimating marginal returns to medical care: Evidence from at-risk newborn. Quarterly J. Economics 125, 2 (May 2010), 591--634 Google ScholarCross Ref
- Chetty, R., Stepner, M., Abraham, S., Lin, S., Scuderi, B., Turner, N., Bergeron, A. and Cutler, D. The association between income and life expectancy in the United States, 2001--2014. JAMA 315, 16 (Apr. 2016), 1750--1766 Google ScholarCross Ref
- Chyn, E., Gold, S. and Hastings, J. The Returns to Early-life Interventions for Very Low Birth Weight Children. Working Paper No. 25753. National Bureau of Economic Research, Cambridge, MA, 2019 Google ScholarCross Ref
- Commission on Evidence-Based Policymaking. The Promise of Evidence-Based Policymaking (2017); https://www.cep.gov/cep-final-report.html.Google Scholar
- Connelly, R., Playford, C.J., Gayle, V. and Dibben, C. The role of administrative data in the big data revolution in social science research. Social Science Research 59, (Sept. 2016), 1--12 Google ScholarCross Ref
- Davis, J.M.V. and Heller, S. Rethinking the Benefits of Youth Employment Programs: The Heterogeneous Effects of Summer Jobs. Working Paper No. 23443. National Bureau of Economic Research, Cambridge, MA, 2017 Google ScholarCross Ref
- Dayal, U., Castellanos, M., Simitsis, A. and Wilkinson, K. Data integration flows for business intelligence. In Proceedings of the 12th Intern. Conference on Extending Database Technology: Advances in Database Technology. (Saint Petersburg, Russia, Mar. 24--26, 2009) Google ScholarDigital Library
- Dutton, W.H. and Kraemer, K.L. Modeling as Negotiating: The Political Dynamics of Computer Models in the Policy Process. Ablex Publishing Corporation, Norwood, NJ, 1985.Google Scholar
- Danziger, J. Computers and the frustrated chief executive. Management Information Systems Quarterly 1, 2 (June 1977), 43--53.Google ScholarDigital Library
- Einav, L. and Levin, J. Economics in the age of big data. Science 346, 6210 (2014), 1243089.Google Scholar
- Gauravaram, P. Security analysis of salt||password hashes. In Proceedings of the 2012 Intern. Conference on Advanced Computer Science Applications and Technologies, 25--30 Google ScholarDigital Library
- Harron, K., Dibben, C., Boyd, J., Hjern, A., Azimaee, M., Barreto, M.L. and Goldstein, H. Challenges in administrative data linkage for research. Big Data & Society 4, 2 (Dec. 2017) Google ScholarCross Ref
- Hastings, J.S. Fact-Based Policy: How Do State and Local Governments Accomplish It? The Hamilton Project (Brookings Institution), Policy Proposal 2019-01; https://bit.ly/2VFK3ogGoogle Scholar
- Hastings, J. and Shapiro, J.M. How are SNAP benefits spent? Evidence from a retail panel. American Economic Review 108, 12 (Dec. 2018), 3493--3540 Google ScholarCross Ref
- Kleinberg, J., Lakkaraju, H., Leskovec, J., Ludwig, J. and Mullainathan, S. Human decisions and machine predictions. Q J Econ 133, 1 (Feb. 2018), 237--293 Google ScholarCross Ref
- Lane, J. and Shipp, S. Using a remote access data enclave for data dissemination. Intern. Journal of Digital Curation 2, 1 (2007), 128--134 Google ScholarCross Ref
- Peng, R.D. Reproducible research in computational science. Science 334, 6060 (Dec. 2011), 1226--1227 Google ScholarCross Ref
- Robert, C.R. The Soundex coding system. Patent No. US1261167. 1918.Google Scholar
Index Terms
- Unlocking data to improve public policy
Recommendations
Can big data improve public policy analysis?
dg.o '17: Proceedings of the 18th Annual International Conference on Digital Government ResearchWe conduct a systematic review targeting the idea of whether big data can improve public policy analysis. The ideas about the benefits and risks of applying big data technologies on public policy analysis are summarized. Big data can provide accurate, ...
Public Policy Considerations for Data-Driven Innovation
To achieve the maximum benefits from data-driven innovation, policymakers must take into account the possibility that regulation could preclude economic and societal benefits. The proposed framework for policy discussions examines three main areas of ...
Expediting ICT Policy Implementation in Malawi Through Public-Private Partnership
This paper analysed the role of public private partnership (PPP) in expediting ICT policy implementation. The study used the case of Malawi as an example of a low-income status country in Africa. Data for the study was gathered through key informant ...
Comments