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Attrition and Follow-Up Rules in Panel Surveys: Insights from a Tracking Experience in Madagascar

Vaillant, Julia (2013), Attrition and Follow-Up Rules in Panel Surveys: Insights from a Tracking Experience in Madagascar, The Review of Income and Wealth, 59, 3, p. 509-538. http://dx.doi.org/10.1111/j.1475-4991.2012.00505.x

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Type
Article accepté pour publication ou publié
Date
2013
Journal name
The Review of Income and Wealth
Volume
59
Number
3
Publisher
Wiley
Pages
509-538
Publication identifier
http://dx.doi.org/10.1111/j.1475-4991.2012.00505.x
Metadata
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Author(s)
Vaillant, Julia
Abstract (EN)
Most longitudinal surveys recontact households only if they are still living in the same dwelling, producing very high attrition rates, especially in developing countries where rural–urban migration is prevalent. In this paper, we discuss the implications of the various follow-up rules used in longitudinal surveys in the light of an original tracking survey from Madagascar. This survey attempted in 2005 to search and interview all individuals who were living in the village of Bepako in 1995, the baseline year of a yearly survey, the Rural Observatories. The tracking survey yielded an individual recontact rate of 78.8 percent, more than halving attrition compared to a standard dwelling-based follow-up rule. The tracking reveals a very high rate of out-migration (38.8 percent) and household break-ups, as three-quarters of recontacted households had divided between 1995 and 2005. The average income growth of the sample over the period increases by 28 percentage points when follow-up is extended to those who moved out of their household or village, suggesting that dwelling-based panels give a partial view of the welfare dynamics of the baseline sample. A higher baseline income per capita is associated with a higher probability of staying in Bepako and of being found in the tracking if one moved out. The hardest people to find are the poorest and most isolated. Special attention should be paid to collecting data that enable the identification and follow-up of individuals, without which attrition is likely to remain a source of bias even after a tracking procedure is carried out.
Subjects / Keywords
Mobilité; Enquêtes tracking; Données de panel; Mobility; Attrition; Tracking surveys; Panel data
JEL
O15 - Human Resources; Human Development; Income Distribution; Migration
O12 - Microeconomic Analyses of Economic Development
I32 - Measurement and Analysis of Poverty
C81 - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access

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