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highbrow_timing's Introduction

Timing of Highbrow Cultural Socialization and the Conversion to Economic Capital

Authors

Brandon Sepulvado, NORC at the University of Chicago
Omar Lizardo, UCLA
Michael Lee Wood, BYU

Directory Structure

The files in this repository use relative paths, so it might be helpful to review the directory strucure. In the primary highbrow_timing directory, you will find the R project file alongside code, data, and output folders (in addition to the .gitignore and README.md files). The code folder contains all of code to reproduce the analyses and data cleaning/manipulation used in this paper, and the output folder contains the output file (e.g., regression tables and visualizations). The data folder contains the 1973 Americans and the Arts survey way. We obtained the files from ICPSR. The survey data is provided from the site in .rda format, and we simply converted that file to .rds format. The code folder only needs to contain the .rds file

Code

The code may be found in the code subdirectory.

data_convert.R is a short script that converts the original data file supplied by ICPSR into a .rds file and saves it within the data subdirectory.

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highbrow_timing's Issues

Add descriptive statistics

In the analysis.R file

Alluvial plot

Include alluvial plot to understand how people's highbrow consumption changes between periods.

Weights with new demographic variables

Do they weights change with consolidated race categories?

Don't split sample

Just include higher-order interactions in combined sample: e.g., CC_GS and CC_JHS X Gender X HoH_status

Rename factor levels.

E.g., some of the levels for race are pretty racist.

Remove college cultural consumption

This introduces reverse causation and selection concerns, and we don't want to deal with that.

qq plots for model residuals

Run them for all models.

Add link to ICPSR page.

Need to add a link in the README to the ICPSR page for the 1973 wave of Americans and the Arts.

Add data conversion note.

The README currently does not include information on how we convert the .rda to .rds, but I have included a conversion script. As such, this needs to be updated.

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