Multidimensional well-being of US households at a fine spatial scale using fused household surveys: fusionACS

09/15/2023
by   Kevin Ummel, et al.
0

Social science often relies on surveys of households and individuals. Dozens of such surveys are regularly administered by the U.S. government. However, they field independent, unconnected samples with specialized questions, limiting research questions to those that can be answered by a single survey. The fusionACS project seeks to integrate data from multiple U.S. household surveys by statistically "fusing" variables from "donor" surveys onto American Community Survey (ACS) microdata. This results in an integrated microdataset of household attributes and well-being dimensions that can be analyzed to address research questions in ways that are not currently possible. The presented data comprise the fusion onto the ACS of select donor variables from the Residential Energy Consumption Survey (RECS) of 2015, the National Household Transportation Survey (NHTS) of 2017, the American Housing Survey (AHS) of 2019, and the Consumer Expenditure Survey - Interview (CEI) for the years 2015-2019. The underlying statistical techniques are included in an open-source R package, fusionModel, that provides generic tools for the creation, analysis, and validation of fused microdata.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
08/16/2019

Challenges in Survey Research

While being an important and often used research method, survey research...
research
01/25/2022

SQRQuerier: A Visual Querying Framework for Cross-national Survey Data Recycling

Public opinion surveys constitute a powerful tool to study peoples' atti...
research
05/14/2023

SmartProbe: A Virtual Moderator for Market Research Surveys

Market research surveys are a powerful methodology for understanding con...
research
06/24/2019

Scalable Online Survey Framework: from Sampling to Analysis

With the advancement in technology, raw event data generated by the digi...
research
07/14/2016

Dynamic Question Ordering in Online Surveys

Online surveys have the potential to support adaptive questions, where l...
research
10/10/2019

Latent Dirichlet Analysis of Categorical Survey Responses

Data from surveys are increasingly available as the internet provides a ...
research
03/27/2020

Towards Autonomous Industrial-Scale Bathymetric Surveying

Both higher efficiency and cost reduction can be gained from automating ...

Please sign up or login with your details

Forgot password? Click here to reset