Brady T. West photo

The Need to Account for Complex Sampling Features when Analyzing Establishment Survey Data: An Illustration using the 2013 Business Research and Development and Innovation Survey (BRDIS)

Publication Abstract

West, Brady T., and Joseph W. Sakshaug. 2018. "The Need to Account for Complex Sampling Features when Analyzing Establishment Survey Data: An Illustration using the 2013 Business Research and Development and Innovation Survey (BRDIS)." Survey Methods, https://surveyinsights.org/?p=9435.

The importance of correctly accounting for complex sampling features when generating finite population inferences based on complex sample survey data sets has now been clearly established in a variety of fields, including those in both statistical and non-statistical domains. Unfortunately, recent studies of analytic error have suggested that many secondary analysts of survey data do not ultimately account for these sampling features when analyzing their data, for a variety of possible reasons (e.g., poor documentation, or a data producer may not provide the information in a public-use data set). The research in this area has focused exclusively on analyses of household survey data, and individual respondents. No research to date has considered how analysts are approaching the data collected in establishment surveys, and whether published articles advancing science based on analyses of establishment behaviors and outcomes are correctly accounting for complex sampling features. This article presents alternative analyses of real data from the 2013 Business Research and Development and Innovation Survey (BRDIS), and shows that a failure to account for the complex design features of the sample underlying these data can lead to substantial differences in inferences about the target population of establishments for the BRDIS.

10.13094/SMIF-2018-00001

Browse | Search | Next

PSC In The News

RSS Feed icon

Study by Miller et al. finds lack of expansion in Medicaid has led to >15,600 extra deaths/year. Governor elections next week in KY, MS, LA, & VA could effect this.

Do paid family leave policies help fix the gender pay gap? Bailey's study found the opposite.

More News

Highlights

Sarah Burgard appointed as next PSC director

National Study of Caregiving (NSOC) Extended

More Highlights


Connect with PSC follow PSC on Twitter Like PSC on Facebook