Correlational finding on Happiness and Socializing
Subject code: A02ac10

StudyCsikszentmihalyi & Hunter (2003): study US 1998
TitleHappiness in Everyday Life: the Uses of Experience Sampling.
SourceJournal of Happiness Studies, 2003, Vol. 4, 185 - 199
DOIDOI:10.1023/A:1024409732742
PublicTeenagers, USA, 199?
SampleNon-probability purposive sample
Non-Response
Respondents N =828

Correlate
Author's labelBeing alone
Page in Source 193
Our classificationSocializing, code A02ac10
Operationalization
% time in company when beeped
0: alone
1: in company of:
   a: teachers
   b: classmates
   c: friends
Remarks
Participants were beeped at random moments eight times 
a day from 7:30 am to 10:30 pm for one week. At each 
beep they answered questions about:
a: what activity they where doing on the moment
b: whom they were with 
c: how they felt at that moment (various feelings, one 
of which happiness)

Observed Relation with Happiness
Happiness
Measure
StatisticsElaboration/Remarks
A-ARE-mi-sqr-n-7-aBeta=- p < .001
Beta controlled for:
- age
- gender
- SES
A-ARE-mi-sqr-n-7-at.=-3.9 p < .001
A-ARE-mi-sqr-n-7-ab=-.01 p < .001
Beta additionally controlled for:
- % time in flow
- % time in relaxation
- % time reading/writing for fun
- grade level in school


Appendix 1: Happiness measures used
CodeFull Text
A-ARE-mi-sqr-n-7-aSelfreport on single question repeated several times a day.

" .. mood .."
Full lead question not reported
7 happy
6
5
4
3
2
1 sad


Appendix 2: Statistics used
SymbolExplanation
bREGRESSION COEFFICIENT (non-standardized) by LEAST SQUARES (OLS)
Type: test statistic
Measurement level: Correlate: metric, Happiness: metric
Theoretical range: unlimited

Meaning:
b > 0 A higher correlate level corresponds with a higher happiness rating on average.
B < 0 A higher correlate level corresponds with a lower happiness rating on average.
B = 0 Not any correlation with the relevant correlate.
Beta STANDARDIZED REGRESSION COEFFICIENT by LEAST SQUARES (OLS)
Type: test statistic.

Measurement level: Correlates: all metric, Happiness: metric.
Range: [-1 ; +1]

Meaning:
beta > 0 a higher correlate level corresponds to a higher happiness rating on average.
beta < 0 a higher correlate level corresponds to a higher happiness rating on average.
beta = 0 no correlation.
beta = + 1 or -1 perfect correlation.
t.t-STATISTIC (Student's t-statistic)
Type: symmetric standard test statistic.
One parameter: n (= number of degrees of freedom (df) ; range df: [1; + infinite)
Range for t: unlimited

Meaning : the test statistic is the ratio of a difference between a statistic and its expected value under the null hypothesis and its (estimated) standard error with n degrees of freedom.
The critical values of its probability distribution are tabulated extensively in almost any textbook on Statistics.
Source:
Ruut Veenhoven, World Database of Happiness, Collection of Correlational Findings, Erasmus University Rotterdam.
https://worlddatabaseofhappiness.eur.nl