high level - knowing yourself
Jane Student
Psych 1900
Final Project
What makes you happy?
Common wisdom is full of suggestions about what makes people happy. From the
Puritan tradition it is suggested that hard work is the secret to a happy life. A more Bacchanalian
sentiment suggests that all work and no play make Jack a dull boy, and that rather than work, it is
the direct pursuit of leisure and pleasure that is the not-so-secret secret to happiness. Recent
psychological and anthropological work has characterized the human ecology as especially and
complexly social in comparison to the rest of the animal kingdom, suggesting that part of our
niche may be the cultivation of close friendships to help buffer the hardships of life (Dunbar,
1998). From this perspective it can be predicted that happiness may lie in the richness of our
social connections. While these theories are not mutually incompatible, they do make different
predictions and can thus be independently supported or contradicted by data.
To test these predictions a paper-and-pencil survey was administered to 51 Harvard
undergraduates enrolled in an introductory statistics course. Pursuit of ‘hard work’ was
operationalized as a self-report of the number of hours spent studying on a weekly basis. The
pursuit of leisure and pleasure was operationalized as the self-reported number of alcoholic
drinks consumed per week and the number of hours spent watching television per week. The
two hedonic measures were individually z-transformed and these transformed values were
averaged within a participant to compute a composite ‘pleasure’ score for each participant.
‘Social ties’ was operationalized as the self-reported number of friends the participant had.
Finally, ‘happiness’ was operationalized as the endorsement of the 1-7 Likert scale item “I am
happy in life” anchored at 1 (strongly disagree) and 7 (strongly agree).
No support was found in these data for the Puritan hypothesis. The relationship
between hours spent studying (M=15.37, SD=10.53) and self-rated happiness (M=5.94,
SD=0.77) was assessed with a Pearson’s correlation, and no significant effect was observed. The
number of hours Harvard Undergrads spend studying is not significantly related to their self-
reported happiness, r(50)=.085, p>.05, two-tailed, 95% CI [0.36, -0.20].
The Bacchanalian hypothesis was also not supported. To compare high and low pleasure
groups, the data were split at the median for composite ‘pleasure’ (Me = -0.108). The difference
in happiness between the high pleasure group (M=6.04, SD=0.68) was not significantly different
than the low pleasure group (M=5.79, SD=0.83), t(47)=1.148, p>.05, 95% CI [-0.187, 0.683],
d=.33.
No support was found in these data for the social ties hypothesis, either. The data for
‘social ties’ were dichotomized into low friends (5 or less) and high friends (6 or more) groups,
and the data for happiness were dichotomized into less happy (rated 5 or less) and more happy
(rated 6 or more) groups. These data were then analyzed with a chi-square test of independence,
and no significant relationship between social ties and happiness was observed, χ2(1,
n=51)=0.22, p>.05. Were a significant effect observed, the size of the effect would be very
small, =0.065.
The results of this study fail to support three broad theories of the sources of happiness:
hard work, pleasurable experience, and social connection. It is possible that other
operationalizations of these variables would have yielded more positive results, or that a higher
powered study would have revealed true effects that were too small to observe with this sample.
However, given the present data none of the theories in question received any support from this
study. What causes happiness remains a mystery.
Works Cited
Dunbar, R. I. M. (1998), The social brain hypothesis. Evol. Anthropol., 6: 178–190.