Longer commute times are associated with lower happiness and job satisfaction.
1 University of Redlands
This project examines how commute time relates to two major indicators of well-being: happiness and job satisfaction.
Commuting affects millions of workers, and existing research suggests it has meaningful consequences for physical health, stress levels, and overall quality of life.
We selected this topic because each researcher on our team has personal experience with commuting—whether to school or to work—which led us to wonder how much commute time actually influences happiness.
Academic research provides strong evidence that commuting affects well‐being:
Stutzer & Frey (2008) show that longer commutes decrease life satisfaction—a phenomenon known as the commuting paradox.
Koslowsky et al. (1995) documents the psychological stress caused by commuting and its connection to lower job satisfaction.
Gottholmseder et al. (2009) finds that commute length increases perceived stress.
Popular press sources reinforce these concerns:
The Washington Post (2016) reports that long commutes are linked to obesity, back pain, stress, depression, and wasted time.
Forbes (2023) explains that long and costly commutes are a major reason workers avoid returning to the office after COVID.
The Economic Times (2025) identifies long commutes as a top deal-breaker for American workers.
Together, these sources show commuting influences both personal well-being and broader labor-market behavior.
Our data comes from the General Social Survey (GSS), conducted annually since 1972 by the National Opinion Research Center (NORC).
We focus on the 1986 survey (since there were no other years with sustainable data in the GSS and we couldn’t find other data sets that worked well enough) and examine the following variables:
Commute time (numeric)
Happiness (categorical, ordered)
Job satisfaction (categorical, ordered)
Sex (categorical)
Age (numeric)
Income (converted to numeric)
Link: https://gssdataexplorer.norc.org/variables/11/vshow
First, we describe our variables of commute time and well-being variables. Next, we visualize the relationships between commute time and happiness; and then commute time and job satisfaction.
Distribution of Commute Time
Commute Time and Happiness
Summary Statistics
| Variable | N | Mean | Std. Dev. | Min | Pctl. 25 | Pctl. 75 | Max |
|---|---|---|---|---|---|---|---|
| commute_num | 1330 | 20 | 17 | 0 | 10 | 30 | 97 |
| age_num | 1458 | 45 | 18 | 18 | 30 | 60 | 87 |
| income_num | 1346 | 19102 | 8959 | 500 | 12500 | 27500 | 27500 |
Summary for Categorical Variables
| Variable | N | Percent |
|---|---|---|
| sex | 1470 | |
| … FEMALE | 849 | 58% |
| … MALE | 621 | 42% |
Our initial findings support the idea that longer commute times are associated with lower happiness and reduced job satisfaction. Longer commute times may cause reduced personal time, stress, and a limit to a work-life balance. These results align with our academic and popular press sources on our initial guesses on what commute times would cause. The results are in line with what we expected since we have experienced these problems that come with commuting as well.
Longer commute times are associated with lower happiness and job satisfaction.