Calibrating Time-Use Estimates for the British Household Panel Survey
This paper proposes an innovative statistical matching method to combine the advantages of large national surveys and time diary data. We use data from two UK datasets that share stylised time-use information, crucial for the matching process. In particular, time-diary information of an individual from the Home On-line Study, our donor data set, is imputed to a similar individual from the British Household Panel Survey, our recipient dataset. Propensity score methods are used in conjunction with Mahalanobis matching to increase matching quality. Copyright Springer Science+Business Media Dordrecht 2013
If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Volume (Year): 114 (2013)
Issue (Month): 3 (December)
|Contact details of provider:|| Web page: http://www.springer.com/economics/journal/11135|
|Order Information:||Web: http://link.springer.de/orders.htm|
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Michael Lechner, 2002. "Program Heterogeneity And Propensity Score Matching: An Application To The Evaluation Of Active Labor Market Policies," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 205-220, May.
- Man Kan & Jonathan Gershuny, 2009. "Calibrating Stylised Time Estimates Using UK Diary Data," Social Indicators Research, Springer, vol. 93(1), pages 239-243, August.
- Rajeev H. Dehejia & Sadek Wahba, 2002.
"Propensity score matching methods for non-experimental causal studies,"
0102-14, Columbia University, Department of Economics.
- Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
- Dehejia, R.H. & Wahba, S., 1998. "Propensity Score Matching Methods for Non-Experimental Causal Studies," Discussion Papers 1998_02, Columbia University, Department of Economics.
- Rajeev H. Dehejia & Sadek Wahba, 1998. "Propensity Score Matching Methods for Non-experimental Causal Studies," NBER Working Papers 6829, National Bureau of Economic Research, Inc.
- Connelly, Rachel & Kimmel, Jean, 2007.
"Spousal Influences on Parents' Non-Market Time Choices,"
IZA Discussion Papers
2894, Institute for the Study of Labor (IZA).
- Rachel Connelly & Jean Kimmel, 2009. "Spousal influences on parents’ non-market time choices," Review of Economics of the Household, Springer, vol. 7(4), pages 361-394, December.
- Jonathan Gershuny, 2004. "Costs and Benefits of Time Sampling Methodologies," Social Indicators Research, Springer, vol. 67(1), pages 247-252, June.
- Jeffrey Smith, 2000.
"A Critical Survey of Empirical Methods for Evaluating Active Labor Market Policies,"
UWO Department of Economics Working Papers
20006, University of Western Ontario, Department of Economics.
- Jeffrey Smith, 2000. "A Critical Survey of Empirical Methods for Evaluating Active Labor Market Policies," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 136(III), pages 247-268, September.
- Patrick Royston, 2004. "Multiple imputation of missing values," Stata Journal, StataCorp LP, vol. 4(3), pages 227-241, September.
- Jens Bonke, 2005. "Paid Work and Unpaid Work: Diary Information Versus Questionnaire Information," Social Indicators Research, Springer, vol. 70(3), pages 349-368, 02.
- Zhong Zhao, 2004. "Using Matching to Estimate Treatment Effects: Data Requirements, Matching Metrics, and Monte Carlo Evidence," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 91-107, February.
- Zhao, Zhong, 2008.
"Sensitivity of propensity score methods to the specifications,"
Elsevier, vol. 98(3), pages 309-319, March.
- Zhao, Zhong, 2005. "Sensitivity of Propensity Score Methods to the Specifications," IZA Discussion Papers 1873, Institute for the Study of Labor (IZA).
- Ridder, Geert & Moffitt, Robert, 2007. "The Econometrics of Data Combination," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 75 Elsevier.
- Man Kan, 2008. "Measuring Housework Participation: The Gap between “Stylised” Questionnaire Estimates and Diary-based Estimates," Social Indicators Research, Springer, vol. 86(3), pages 381-400, May.
- Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
- Rubin, Donald B, 1986. "Statistical Matching Using File Concatenation with Adjusted Weights and Multiple Imputations," Journal of Business & Economic Statistics, American Statistical Association, vol. 4(1), pages 87-94, January.
- Jutta M. Joesch & C. Katharina Spiess, 2006. "European mothers’ time spent looking after children - differences and similarities across nine countries," electronic International Journal of Time Use Research, Research Institute on Professions (Forschungsinstitut Freie Berufe (FFB)) and The International Association for Time Use Research (IATUR), vol. 3(1), pages 1-27, August.
- Sutherland, Holly & Taylor, Rebecca & Gomulka, Joanna, 2002.
"Combining Household Income and Expenditure Data in Policy Simulations,"
Review of Income and Wealth,
International Association for Research in Income and Wealth, vol. 48(4), pages 517-36, December.
- Sutherland, H. & Taylor, R. & Gomulka, J., 2001. "Combining Household Income and Expenditure Data in Policy Simulations," Cambridge Working Papers in Economics 0110, Faculty of Economics, University of Cambridge.
- Hans Bloemen & Silvia Pasqua & Elena Stancanelli, 2010. "An empirical analysis of the time allocation of Italian couples: are they responsive?," Review of Economics of the Household, Springer, vol. 8(3), pages 345-369, September.
- Andreas Peichl & Thilo Schaefer, 2009. "FiFoSiM - an integrated tax benefit microsimulation and CGE model for Germany," International Journal of Microsimulation, International Microsimulation Association, vol. 2(1), pages 1-15.
- Gershuny, Jonathan, 2000. "Changing Times: Work and Leisure in Postindustrial Society," OUP Catalogue, Oxford University Press, number 9780198287872, March.
- Hyunsub Kum & Thomas Masterson, 2008. "Statistical Matching Using Propensity Scores: Theory and Application to the Levy Institute Measure of Economic Wellbeing," Economics Working Paper Archive wp_535, Levy Economics Institute.
When requesting a correction, please mention this item's handle: RePEc:spr:soinre:v:114:y:2013:i:3:p:1211-1224. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Guenther Eichhorn)or (Christopher F Baum)
If references are entirely missing, you can add them using this form.