How data quality affects our understanding of the earnings distribution / / Reza C. Daniels.

• Author: Daniels, Reza Che.
• Place / Publishing House: Singapore : : Springer,, 2022.; ©2022.
• Year of Publication: 2022
• Language: English
• Physical Description: 1 online resource (xx, 114 pages) :; illustrations (some color)

This open access book demonstrates how data quality issues affect all surveys and proposes methods that can be utilised to deal with the observable components of survey error in a statistically sound manner. This book begins by profiling the post-Apartheid period in South Africa's history when...

Table of Contents

• Introduction A Framework for Investigating Micro Data Quality, with Application to South African Labour Market Household Surveys Questionnaire Design and Response Propensities for Labour Income Micro Data Univariate Multiple Imputation for Coarse Employee Income Data Conclusion: How Data Quality Affects our Understanding of the Earnings Distribution