Calibrating Time-Use Estimates for the British Household Panel Survey

被引：7

作者：

Borra, Cristina ^{[1
]}

Sevilla, Almudena ^{[2
]}

Gershuny, Jonathan ^{[3
]}

机构：

[1] Univ Seville, Dept Econ & Ec Hist, Seville 41018, Spain

[2] Univ London, Sch Business & Management, London E1 4NS, England

[3] Univ Oxford, Ctr Time Use Res, Dept Sociol, Oxford OX1 3UQ, England

来源：

SOCIAL INDICATORS RESEARCH | 2013年 / 114卷 / 03期

关键词：

Statistical matching; Propensity score; Mahalanobis distance; Childcare time; PROPENSITY SCORE; DIARY DATA; CAUSAL;

D O I：

10.1007/s11205-012-0198-2

中图分类号：

C [社会科学总论];

学科分类号：

03 ; 0303 ;

摘要：

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.

引用

页码：1211 / 1224

页数：14

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