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Design and Analysis for Quantitative Research in Music Education$
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Peter Miksza and Kenneth Elpus

Print publication date: 2018

Print ISBN-13: 9780199391905

Published to Oxford Scholarship Online: March 2018

DOI: 10.1093/oso/9780199391905.001.0001

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Analyses of Data from Complex Survey Sampling

Analyses of Data from Complex Survey Sampling

Chapter:
(p.163) 11 Analyses of Data from Complex Survey Sampling
Source:
Design and Analysis for Quantitative Research in Music Education
Author(s):

Peter Miksza

Kenneth Elpus

Publisher:
Oxford University Press
DOI:10.1093/oso/9780199391905.003.0011

This chapter introduces the specialized techniques necessary for analyzing data that have been gathered in a complex or multistage survey sample. The chapter details the methods most commonly used to collect complex survey data and then explains the specific statistical tools that must be employed to correctly analyze complex survey data. First, an overview of the various types of sampling methods is presented, beginning with simple random sampling and moving through other methods to finally discuss the commonly employed research techniques of cluster sampling. The chapter continues with a discussion of survey weights—what they mean and how they are derived. The chapter concludes with software-based suggestions on the proper analysis of survey data.

Keywords:   survey data, simple random sampling, cluster sampling, survey weight, fixed effects regression

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