Replication of Marriage and happiness: Providing evidence against a relationship between inequality and happiness
Replication project final submission University of Washington: Data 598 A
Lauren Heintz [
Will Wright [
Tara Wilson
Ben Brodeur Mathieu
The purpose of this assignment is to explore the emphasis on reproducibility in scientific research. We will be recreating figures of the 2014 paper, Marriage and happiness: Providing evidence against a relationship between inequality and happiness. This paper challenges claims about American happiness, and looks into "happiness drivers" known to change over time. The paper examines the influence of factors such as race and marriage on happiness, and explains how accounting for these factors invalidates claims by a previous paper between the relationship of inequality and happiness. Specifically, our team will be replicating Table 2, a look into demographics and happiness, and Figure 2, a linear investigation of mean happiness and the proportion of the population that is married and white. Since this paper challenges previous claims on the grounds of data control, it is a prime candidate for a meaningful reproduction.
Paper: Marriage and happiness: Providing evidence against a relationship between inequality and happiness
Citation: Grunberg, Rebecca L. (Sloan School Of Management, MIT); Kim, Hyejun (Sloan School Of Management, MIT); Kim, Minjae (Sloan School Of Management, MIT). (2014). Marriage and happiness Grunberg Kim Kim.pdf [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/25655/MB980L
The data is available through Harvard Dataverse. The data for Gini_families.csv is available here. The remaining data from sub-data.txt is available for download here.
| Team Member | OS/Version | R Version |
|---|---|---|
| Lauren Heintz | MacOS Mojave 10.14.6 | 3.6.1 |
| Will Wright | ? | 3.?.? |
| Tara Wilson | Windows 10 Home 1903 x64 | 3.3.0, 3.5.0, 3.5.3, 3.6.2 |
| Ben Brodeur Mathieu | MacOS Catalina 10.15.2 | 3.6.2 |
R Packages Explicitly Required:
- car
- Hmisc
- Matrix
- lme4
- xtable
In the process of installed the listed packages above, other dependencies emerged. Here is the list of packages and their versions ultimately installed.
| R Package Name | Version |
|---|---|
| car | 3.0_2 |
| lme4 | 1.1_21 |
| matrixmodels | 0.4_1 |
| hmisc | 4.2_0 |
| xtable | 1.8_4 |
| abind | 1.4_5 |
| cardata | 3.0_2 |
| maptools | 0.9_5 |
| minqa | 1.2.4 |
| nloptr | 1.2.1 |
| openxlsx | 4.1.0 |
| pbkrtest | 0.4_7 |
| quantreg | 5.38 |
| rcppeigen | 0.3.3.5.0 |
| rio | 0.5.16 |
| sp | 1.3_1 |
| sparsem | 1.77 |
| zip | 2.0.1 |
| acepack | 1.4.1 |
| checkmate | 1.9.1 |
| formula | 1.2_3 |
| gridextra | 2.3 |
| htmltable | 1.13.1 |
| latticeextra | 0.6_28 |
| viridis | 0.5.1 |