Findings on Happiness and SOCIAL MOBILITY

World Database of Happiness

Correlational Findings on Happiness and SOCIAL MOBILITY
Subject Code: S5

© on data collection: Ruut Veenhoven, Erasmus University Rotterdam

Classification of Findings
Subject Code Description Nr of Studies
on this Subject
S5SOCIAL MOBILITY0
S5.1Mobility career0
S5.1.1Earlier social mobility2
S5.1.2Change in social mobility0
S5.1.4Later social mobility0
S5.1.4.1Expected mobility1
S5.1.4.2Actual mobility (assessed by follow-up)0
S5.2Current social mobility status0
S5.2.1Inter-generational mobility6
S5.2.2Intra-generational mobility2
S5.2.2.1Over/under-achievement5
S5.3Attitudes to own social mobility0
S5.3.1Concern about social mobility2
S5.3.2Aspirations for social advancement4
S5.3.3Satisfaction with one's social mobility1
 
Appendices
Appendix 1Happiness measures used 
Appendix 2Statistics used 
Appendix 3About the World Database of Happiness 
Appendix 4Further Findings in the World Database of Happiness 
Appendix 5Related Subjects 

Cite as:    Veenhoven, R.: Findings on Happiness and SOCIAL MOBILITY
World Database of Happiness, Collection of Correlational Findings
Internet: http://worlddatabaseofhappiness.eur.nl/hap_cor/top_sub.php?code=S5
Erasmus University Rotterdam, 2013, Netherlands

Correlational finding on Happiness and Earlier social mobility
Subject code: S5.1.1

Study Dykstra & Liefbroer (1998): study NL 1992
TitleKinderloos en toch Gelukkig? (Childless but Still Happy?)
SourceMens en Maatschappij, 1998, Vol. 73, 108 - 129
Public 55-89 aged, The Netherlands, 1992
Sample Probability stratified sample
Non-Response 38,3
Respondents N = 3729

Correlate
Author's labelupward occupational mobility
Page in Source 113, 123
Our classification Earlier social mobility, code S5.1.1
Operationalization
Difference in occupational prestige of first and last 
job, current job in case of respondents still working.
1: Upward mobility
   a: some upward mobility
   b: substantial upward mobility
0: No upward mobility (reference group)
Observed distribution1a: males 37,3%, females 25,3% 1b: males 19,4% females 6,1% 0: males 43,4%, females 68,6%

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-SLu-g-sq-n-5-a
SOME UPWARD MOBILITY (vs no upward mobility)
O-SLu-g-sq-n-5-aB=-.00 ns
Males
O-SLu-g-sq-n-5-aB=+.03 ns
Females
O-SLu-g-sq-n-5-a
MUCH UPWARD MOBILITY (vs no upward mobility)
O-SLu-g-sq-n-5-aB=+.08 ns
Males
O-SLu-g-sq-n-5-aB=+.09 ns
Females

B's controled for:
- current age
- parental history
- marital history
- early retirement


Correlational finding on Happiness and Earlier social mobility
Subject code: S5.1.1

Study Dykstra & Wagner (2007): study DE 1990
TitlePathway to Childlessness and Late-Life Outcomes.
SourceJournal of Family Issues, 2007, Vol. 26, 1487 - 1517
DOIDOI:10.1177/0192513X07303879
Public 70-100+ aged, West-Berlin, Germany 1990-1993
Sample Non-probability purposive-quota sample
Non-Response 32%
Respondents N = 516

Correlate
Author's labelOccupational history, upward mobility
Page in Source 1498,1510
Our classification Earlier social mobility, code S5.1.1
Operationalization
Difference in occupational prestige of first and last 
job.
0: No upward mobility (reference)
1: Upward mobility
   1a: Small upward mobility
   1b: Large upward mobility
Observed distributionMen/Women 0: 25/35; 1a: 44/57; 1b: 31/8

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-SLu-g-sq-n-5-a
SMALL UPWARD MOBILITY (vs no upward mobility)
O-SLu-g-sq-n-5-aB=+.04 ns
Males
O-SLu-g-sq-n-5-aB=-.26 ns
Females

B's controled for
-age
-parental history
-retirement career (exit age)
O-SLu-g-sq-n-5-a
LARGE UPWARD MOBILITY 9vs no upward mobility)
O-SLu-g-sq-n-5-aB=+.03 ns
Males
O-SLu-g-sq-n-5-aB=-.07 ns
Females

B's controled for
-age
-parental history
-retirement career (exit age)

Upward mobility has no impact on happiness of men, 
but a negative impact on happiness of women.


Correlational finding on Happiness and Expected mobility
Subject code: S5.1.4.1

Study Brenner (1970): study US 1960
TitleSocial Factors in Mental Well-Being at Adolescence.
SourcePhD Dissertation, The American University, 1970, Washington DC, USA
URLHTTP://worlddatabaseofhappiness.eur.nl/hap_bib/freetexts/brenner_b_1970.pdf
Public Highschool pupils, New York State, USA, 1960
Sample
Non-Response 1%
Respondents N = 5204

Correlate
Author's labelPerceived subjective social class position in future (1)
Page in Source 120/182/..
Our classification Expected mobility, code S5.1.4.1
Operationalization
Closed question on the general standing of expected 
future business or profes- sion: below average / 
average / good / excellent.

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
A-AOL-g-sq-v-5-aG=+.15
Unaffected by scoial class
O-HL-u-sq-v-4-bG=+.23
Middle and upper class          : G = +.22
Lower class                     : G = +.09
A-AOL-g-sq-v-5-aV= .08 p<. 01
O-HL-u-sq-v-4-bV= .10 p<. 01


Correlational finding on Happiness and Inter-generational mobility
Subject code: S5.2.1

Study Bakker & VandeBerg (1974): study NL 1968 6
TitleDeterminanten en Correlaten van Geluk.(Determinants and Correlates of Happiness).
SourceUnpublished Thesis, Erasmus University Rotterdam, 1974, Netherlands
URLHTTP://worlddatabaseofhappiness.eur.nl/hap_bib/freetexts/bakker_p_1974.pdf
Public 20-65 aged, general public, The Netherlands, 1968
Sample
Non-Response 34% refusal and unattainable.
Respondents N = 1552

Correlate
Author's labelSocial mobility. (1)
Page in Source 28
Our classification Inter-generational mobility, code S5.2.1
Operationalization
Discrepancy between the respondent's S.E.S. and his 
father's S.E.S.

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-HP-g-sq-ol-7-aG=+.03 ns
Both upward and downward social mobility are 
unrelated to happiness.


Correlational finding on Happiness and Inter-generational mobility
Subject code: S5.2.1

Study Fischer (2009): study ZZ OECD member states 1997 b
TitleThe Welfare Effects of Social Mobility. An Analysis for OECD Countries
SourceOECD Social, Employment and Migration Working Papers no. 93, 2009, Paris, France
URLhttp://mpra.ub.uni-muenchen.de/17070/
DOIDOI:10.1787/221272634852
Public Adults, general public, 30 OECD Countries, 1997-2001
Sample Mixed samples
Non-Response not reported
Respondents N = 45000

Correlate
Author's labelLabour market mobility (income mobility)
Page in Source 18, 21, 22, 32
Our classification Inter-generational mobility, code S5.2.1
Operationalization
Intergerational earnings elasticity: Dependency of 
one's own life-time income to parental income based on 
a farther son comparison. 

Value 0 denotes no dependency between between parent 
and child outcomes, value -1 denotes complete 
dependency between parent and child outcomes.
Observed distributionAustralia: -.162 Canada: -.19 Denmark: -0.15 Finland: -.18 France: -.41 Germany: -.32 Italy: -.48 Norway: -.17 Spain: -.32 Sweden: -.27 United Kingdom: -.50 United States: -.47
Error EstimatesAvailable for 12 OECD countries in the sample.
Remarks
Intergenerational earnings elasticity is based on the 
theoretical framework by Becker and Tomes (1979)

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-SLW-c-sq-n-10-aB=+1.3 p<.01
All individuals
O-SLW-c-sq-n-10-aB=+1.8 p<.05
Political conservative individuals
O-SLW-c-sq-n-10-aB=+.91 p<.10
Political leftist individuals

B's are controlled for:
- National net income per capita
- Individual demographic factors
- Individual socio-economics factors
O-SLW-c-sq-n-10-aB=+1.2 p<.01
Additionally controlled for perceived social 
mobility, all individuals

B +1.2 means that complete dependency between 
parent and child outcomes in nation goes with -1.2 
points less happiness on the scale 0-10 compared 
to complete no income mobility
O-SLW-c-sq-n-10-aB=-.31 p<.05
Interaction of labour market mobility and market 
income inequality. Individuals are the most happy 
in countries:
- with low income mobility and high income 
inequality 
- with high income mobilty and low income 
inequality
O-SLW-c-sq-n-10-aB=+.02 ns
Interaction term of labour market mobility and 
final income inequality does not affect happiness


Correlational finding on Happiness and Inter-generational mobility
Subject code: S5.2.1

Study Fischer (2009): study ZZ OECD member states 1997 b
TitleThe Welfare Effects of Social Mobility. An Analysis for OECD Countries
SourceOECD Social, Employment and Migration Working Papers no. 93, 2009, Paris, France
URLhttp://mpra.ub.uni-muenchen.de/17070/
DOIDOI:10.1787/221272634852
Public Adults, general public, 30 OECD Countries, 1997-2001
Sample Mixed samples
Non-Response not reported
Respondents N = 45000

Correlate
Author's labelEducational mobility
Page in Source 18, 21, 22
Our classification Inter-generational mobility, code S5.2.1
Operationalization
Intergenerational transmission of education: Dependency 
of student's educational attainment of her 
parents'education. Educational mobility is approximated 
by the difference between the mean student test score 
in the high-education-family-background-subsample and 
that in the 
medium-level-of-parental-education-subsample. 

Negative values indicate educational immobility, values 
close to zero denote educational mobility.
Observed distributionRange= -57,74-2,41
Remarks
Data: PISA 2003 student performance data in Mathematics 
and the information on family background.

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-SLW-c-sq-n-10-aB=+.01 p<.05
Difference with MOTHER's education, All
O-SLW-c-sq-n-10-aB=+.01 p<.01
- conservative individuals only
O-SLW-c-sq-n-10-aB=+.01 ns
- leftist individuals only
O-SLW-c-sq-n-10-aB=+.01 p<.10
Difference with FATHER's education, All Ss
O-SLW-c-sq-n-10-aB=+.01 p<.05
- conservative individuals only
O-SLW-c-sq-n-10-aB=+.01 ns
- leftist individuals only

B's are controlled for:
- National net income per capita
- Individual demographic factors
- Individual socio-economics factors
O-SLW-c-sq-n-10-aB=-.00 ns
B additionally controlled for:
- perceived social mobility in society
- difference with mother's education
O-SLW-c-sq-n-10-aB=-.00 ns
Additionally controlled for:
- perceived social mobility in society
- difference with father's education


Correlational finding on Happiness and Inter-generational mobility
Subject code: S5.2.1

Study McKinley Runyan (1980): study US 1959
TitleThe Life Satisfaction Chart: Perceptions of the Course of Subjective Experience.
SourceInternational Journal of Aging and Human Development, 1980, Vol. 11, 45 - 64
Public Highschool pupils, Oakland, USA, 1932, followed from age 12 to 38, 1959
Sample Non-probability chunk sample
Non-Response
Respondents N = 91

Correlate
Author's labelUpward social mobility
Page in Source 52-57
Our classification Inter-generational mobility, code S5.2.1
Operationalization
Mobility is difference between social class of father 
in 1929 and own class in 1958.
1. Downwardly or non-mobile.
2. Upwardly mobile.
Observed distributionDownward: N=14 Upward: N= 53 Non-mobile: N=24
Remarks
Mobile Ss only.

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-HL-cy-sq-lg-9-aDM=+ ns
No difference in current happiness (T2).

Slight difference in recalled happiness at earlier 
ages.
Upwardly mobile recall less happiness in youth 
than non-mobile and downwardly mobile.
Set Image size:   



Correlational finding on Happiness and Inter-generational mobility
Subject code: S5.2.1

Study Mitchell (1972): study HK 1967
TitleLevels of Emotional Strain in East Asian Cities.
SourceAsian Folklore & Social Life Monographs, The Orient Cultural Service, 1972, Taipei, Formosa
URLHTTP://worlddatabaseofhappiness.eur.nl/hap_bib/freetexts/mitchell_re_1972.pdf
Public 18+ aged, general public, Hong Kong, 1967
Sample Probability multi-stage cluster sample
Non-Response 21%
Respondents N = 3966

Correlate
Author's labelDownward mobility (1)
Page in Source 202
Our classification Inter-generational mobility, code S5.2.1
Operationalization
Single direct question on living situation 
compared with parent's :
better now/the same/worse now

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-HL-c-sq-v-4-aG=-.19 p<.01
% happy:
- better now 72
- the same   72
- worse now  60


Correlational finding on Happiness and Inter-generational mobility
Subject code: S5.2.1

Study Veenhoven & Bakker (1975): study NL 1968 6
TitleSchooleducation and Psychological Well-Being.
SourceUnpublished Paper, 1975, Department of Sociology, Erasmus University Rotterdam, Netherlands
URLHTTP://worlddatabaseofhappiness.eur.nl/hap_bib/freetexts/veenhoven_r_1975.pdf
Public 20-65 aged, general public, The Netherlands, 1968
Sample
Non-Response 34%
Respondents N = 1534

Correlate
Author's labelSocial mobility (1)
Page in Source 13
Our classification Inter-generational mobility, code S5.2.1
Operationalization
Discrepancy between the respondent's S.E.S. and his 
father's S.E.S.

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-HP-g-sq-ol-7-aG=+.03 ns
Both upward and downard social mobility are 
unrelated to happiness.


Correlational finding on Happiness and Intra-generational mobility
Subject code: S5.2.2

Study Dykstra & Liefbroer (1998): study NL 1992
TitleKinderloos en toch Gelukkig? (Childless but Still Happy?)
SourceMens en Maatschappij, 1998, Vol. 73, 108 - 129
Public 55-89 aged, The Netherlands, 1992
Sample Probability stratified sample
Non-Response 38,3
Respondents N = 3729

Correlate
Author's labelupward occupational mobility
Page in Source 113, 123
Our classification Intra-generational mobility, code S5.2.2
Operationalization
Difference in occupational prestige of first and last 
job, current job in case of respondents still working.
1: Upward mobility
   a: some upward mobility
   b: substantial upward mobility
0: No upward mobility (reference group)
Observed distribution1a: males 37,3%, females 25,3% 1b: males 19,4% females 6,1% 0: males 43,4%, females 68,6%

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-SLu-g-sq-n-5-a
SOME UPWARD MOBILITY (vs no upward mobility)
O-SLu-g-sq-n-5-aB=-.00 ns
Males
O-SLu-g-sq-n-5-aB=+.03 ns
Females
O-SLu-g-sq-n-5-a
MUCH UPWARD MOBILITY (vs no upward mobility)
O-SLu-g-sq-n-5-aB=+.08 ns
Males
O-SLu-g-sq-n-5-aB=+.09 ns
Females

B's controled for:
- current age
- parental history
- marital history
- early retirement


Correlational finding on Happiness and Intra-generational mobility
Subject code: S5.2.2

Study Dykstra & Wagner (2007): study DE 1990
TitlePathway to Childlessness and Late-Life Outcomes.
SourceJournal of Family Issues, 2007, Vol. 26, 1487 - 1517
DOIDOI:10.1177/0192513X07303879
Public 70-100+ aged, West-Berlin, Germany 1990-1993
Sample Non-probability purposive-quota sample
Non-Response 32%
Respondents N = 516

Correlate
Author's labelOccupational history, upward mobility
Page in Source 1498,1510
Our classification Intra-generational mobility, code S5.2.2
Operationalization
Difference in occupational prestige of first and last 
job.
0: No upward mobility (reference)
1: Upward mobility
   1a: Small upward mobility
   1b: Large upward mobility
Observed distributionMen/Women 0: 25/35; 1a: 44/57; 1b: 31/8

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-SLu-g-sq-n-5-a
SMALL UPWARD MOBILITY (vs no upward mobility)
O-SLu-g-sq-n-5-aB=+.04 ns
Males
O-SLu-g-sq-n-5-aB=-.26 ns
Females

B's controled for
-age
-parental history
-retirement career (exit age)
O-SLu-g-sq-n-5-a
LARGE UPWARD MOBILITY 9vs no upward mobility)
O-SLu-g-sq-n-5-aB=+.03 ns
Males
O-SLu-g-sq-n-5-aB=-.07 ns
Females

B's controled for
-age
-parental history
-retirement career (exit age)

Upward mobility has no impact on happiness of men, 
but a negative impact on happiness of women.


Correlational finding on Happiness and Over/under-achievement
Subject code: S5.2.2.1

Study Andrews & Withey (1976): study US 1972 11b
TitleSocial Indicators of Well-Being. Americans Perceptions of Life Quality.
SourcePlenum Press, 1976, New York, USA
Public 18+ aged, general public, USA, 1972/11
Sample Probability area sample
Non-Response 38%
Respondents N = 1072

Correlate
Author's labelSocial economic status (2)
Page in Source 331
Our classification Over/under-achievement, code S5.2.2.1
Operationalization
Combination of family income and the educational 
attainment of the family head:
1. both low
2. intermediate level
3.        ,,
4.        ,,
5. both high

6. relatively low income and relatively
   high education
7. relatively high income and low
   education

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-HL-u-sq-v-7-bDM=+
0 inconsistent:
  6.        M=5.2   Mt'=7.0
  7.        M=5.7   Mt'=7.8
1 consistent
  1. (low)  M=5.3   Mt'=7.2
  2.        M=5.3   Mt'=7.2
  3.        M=5.6   Mt'=7.7
  4.        M=5.5   Mt'=7.5
  5. (high) M=5.6   Mt'=7.7


Correlational finding on Happiness and Over/under-achievement
Subject code: S5.2.2.1

Study Andrews & Withey (1976): study US 1973 4
TitleSocial Indicators of Well-Being. Americans Perceptions of Life Quality.
SourcePlenum Press, 1976, New York, USA
Public 18+ aged, general public, USA, 1973/3
Sample
Non-Response 26%
Respondents N = 1433

Correlate
Author's labelStatus Consistency (1)
Page in Source 141
Our classification Over/under-achievement, code S5.2.2.1
Operationalization
Combination of family income and the educational 
attainment of the family head:
1. both low
2. intermediate level
3.         ,,
4.         ,,
5. both high

6. relatively low income and relatively
   high education
7. relatively high income and
   relatively low eduaction

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-DT-u-sqt-v-7-aE²=+.24
1. (low)    M=5.0   Mt'=6.7
2.          M=5.3   Mt'=7.2
3.          M=5.4   Mt'=7.3
4.          M=5.5   Mt'=7.5
5. (high)   M=5.7   Mt'=7.8

6.          M=5.2   Mt'=7.0
7.          M=5.4   Mt'=7.3
O-DT-u-sqt-v-7-aBeta=+.23
ß controlled for sociodemographic variables (age,
family income, education, race, sex).
O-DT-u-sqt-v-7-aBeta=+.12
ß controlled for sociodemographic variables and 8
criterion satisfactions (fun and enjoyment, 
physical needs met, yourself, how fairly treated, 
develop self, interesting daily life, adjust to 
changes, financial security)


Correlational finding on Happiness and Over/under-achievement
Subject code: S5.2.2.1

Study Andrews & Withey (1976): study US 1973 4
TitleSocial Indicators of Well-Being. Americans Perceptions of Life Quality.
SourcePlenum Press, 1976, New York, USA
Public 18+ aged, general public, USA, 1973/3
Sample
Non-Response 26%
Respondents N = 1433

Correlate
Author's labelStatus consistency (2)
Page in Source 323
Our classification Over/under-achievement, code S5.2.2.1
Operationalization
Combination of family income and the educational 
attainment of the family head:
1. both low
2. intermediate level
3.        ,,
4.        ,,
5. both high

6. relatively low income and relatively
   high education
7. relatively high income and 
   relatively low education

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
C-BW-cy-sq-l-9-aDMt=+
1. (low)    M=5.4   Mt'=5.5
2.          M=5.8   Mt'=6.0
3.          M=5.9   Mt'=6.1
4.          M=6.3   Mt'=6.6
5. (high)   M=6.7   Mt'=7.1

6.          M=5.7   Mt'=5.9
7.          M=6.2   Mt'=6.5
O-GBB-u-sq-c-9-aDMt=+
1. (low)    M=4.8   Mt'=4.8
2.          M=5.1   Mt'=5.1
3.          M=5.4   Mt'=5.5
4.          M=5.9   Mt'=6.1
5. (high)   M=6.2   Mt'=6.5

6.          M=5.3   Mt'=5.4
7.          M=5.7   Mt'=5.9


Correlational finding on Happiness and Over/under-achievement
Subject code: S5.2.2.1

Study Bakker & VandeBerg (1974): study NL 1968 6
TitleDeterminanten en Correlaten van Geluk.(Determinants and Correlates of Happiness).
SourceUnpublished Thesis, Erasmus University Rotterdam, 1974, Netherlands
URLHTTP://worlddatabaseofhappiness.eur.nl/hap_bib/freetexts/bakker_p_1974.pdf
Public 20-65 aged, general public, The Netherlands, 1968
Sample
Non-Response 34% refusal and unattainable.
Respondents N = 1552

Correlate
Author's labelSocial mobility. (2)
Page in Source 28
Our classification Over/under-achievement, code S5.2.2.1
Operationalization
Discrepancy between level of school education and 
actual occupational status.

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-HP-g-sq-ol-7-aG=+.04 ns
Over-achievement : G = +.02 (ns)
Under-achievement: G = +.07 (ns)


Correlational finding on Happiness and Over/under-achievement
Subject code: S5.2.2.1

Study Moser-Peters (1969): study NL Utrecht 1967 autumn
TitleAchtergronden van Geluksgevoelens. (Backgrounds of Happiness Feelings).
SourceNederlands Instituut voor Preventieve Geneeskunde (TNO), 1969, Leiden, Netherlands
URLHTTP://worlddatabaseofhappiness.eur.nl/hap_bib/freetexts/moser-peters_cm_1969.pdf
Public 21-65 aged general public, City of Utrecht,The Netherlands, 1967
Sample
Non-Response 14% unattainable etc.
Respondents N = 300

Correlate
Author's labelAchievement. (1)
Page in Source 21
Our classification Over/under-achievement, code S5.2.2.1
Operationalization
Difference between educational level and occupational 
level.

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-HL-c-sq-v-5-cr= ns
Positive relationship with over-achievement (ns).
Negative relationship with under-achievement (ns). 
Only among those of medium education the 
underachievers are significantly less happy (05).


Correlational finding on Happiness and Concern about social mobility
Subject code: S5.3.1

Study Bachman et al. (1970): study US 1966
TitleYouth in Transition, Vol. 1,2,3,4,5.
SourceInstitute for Social Research, 1970, University of Michigan, Ann Arbor, USA
Public Public highschool boys followed 3 years from grade 10, USA, 1966-69
Sample
Non-Response 2.8% incomplete information in 1966
Respondents N = 1799

Correlate
Author's labelKnowledge about occupations (1)
Page in Source 242
Our classification Concern about social mobility, code S5.3.1
Operationalization
25-item test containing questions on income, status, 
working hours, require- ments, etc. of different 
occupations (Job Information Test).

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-HP-g-mq-v-5-ar=-.01 ns


Correlational finding on Happiness and Concern about social mobility
Subject code: S5.3.1

Study Bradburn & Caplovitz (1965): study US Illinois 1962 3
TitleReports on Happiness. A Pilot Study of Behavior Related to Mental Health.
SourceAldine Publishing Company, 1965, Chicago, USA
Public Adult, general public, 4 towns, varying in economic prosperity, Illinois, USA, 1962
Sample
Non-Response -
Respondents N = 2006

Correlate
Author's labelThinking often about getting ahead (1)
Page in Source 54
Our classification Concern about social mobility, code S5.3.1
Operationalization
Response to single question:
"Last week how often did you think about .…Getting 
ahead"

Rated: not at all / sometimes / often

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-HL-c-sq-v-3-aaG= - ns
High S.E.S  : G' = -.06 (ns)
Low S.E.S.  : G' = +.01 (ns)


Correlational finding on Happiness and Aspirations for social advancement
Subject code: S5.3.2

Study Bachman et al. (1970): study US 1966
TitleYouth in Transition, Vol. 1,2,3,4,5.
SourceInstitute for Social Research, 1970, University of Michigan, Ann Arbor, USA
Public Public highschool boys followed 3 years from grade 10, USA, 1966-69
Sample
Non-Response 2.8% incomplete information in 1966
Respondents N = 1799

Correlate
Author's labelPreference for"a job that doesn't bug me" (1)
Page in Source 243
Our classification Aspirations for social advancement, code S5.3.2
Operationalization
7-item index of closed questions indi- cating 
preference for: no one to boss me, don't have to work 
too hard, clean job, not a lot of responsibility, lot 
of free time, high prestige, and not learning a lot of 
new things.

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-HP-g-mq-v-5-ar=-.05 ns


Correlational finding on Happiness and Aspirations for social advancement
Subject code: S5.3.2

Study Bachman et al. (1970): study US 1966
TitleYouth in Transition, Vol. 1,2,3,4,5.
SourceInstitute for Social Research, 1970, University of Michigan, Ann Arbor, USA
Public Public highschool boys followed 3 years from grade 10, USA, 1966-69
Sample
Non-Response 2.8% incomplete information in 1966
Respondents N = 1799

Correlate
Author's labelPreference for "a job that pays off" (1)
Page in Source 243
Our classification Aspirations for social advancement, code S5.3.2
Operationalization
6-item index of closed questions indi- cating 
preference for: steady job, learning new things, good 
chances for getting ahead, good pay, using one's 
skills, nice friendly people.

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-HP-g-mq-v-5-ar=+.21 p<. 001


Correlational finding on Happiness and Aspirations for social advancement
Subject code: S5.3.2

Study Bachman et al. (1970): study US 1966
TitleYouth in Transition, Vol. 1,2,3,4,5.
SourceInstitute for Social Research, 1970, University of Michigan, Ann Arbor, USA
Public Public highschool boys followed 3 years from grade 10, USA, 1966-69
Sample
Non-Response 2.8% incomplete information in 1966
Respondents N = 1799

Correlate
Author's labelAmbitious job attitude (2)
Page in Source 243
Our classification Aspirations for social advancement, code S5.3.2
Operationalization
13-item index of closed questions indi- cating 
preference or "a job that doesn't bug me" and 
preference for "a job that pays off".

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-HP-g-mq-v-5-ar=+.16 p<. 001


Correlational finding on Happiness and Aspirations for social advancement
Subject code: S5.3.2

Study Palmore & Luikart (1972): study US 1968
TitleHealth and Social Factors Related to Life Satisfaction.
SourceJournal of Health and Social Behavior, 1972, Vol. 13, 68 -80
Public 46+ aged, whites, North Carolina, USA, 1968-70
Sample Probability stratified sample
Non-Response
Respondents N = 502

Correlate
Author's labelUpward career anchorage. (1)
Page in Source 70
Our classification Aspirations for social advancement, code S5.3.2
Operationalization
6-item index of forced choice statements measuring 
wheter a person tends to evaluate success in terms of 
how far a person has come (downward anchorage) or in 
terms of how far a person has to go before he reaches 
the top of his career (upward anchorage).
(Career-Anchorage Scale; see Tausky & Dubin, 1965).
0= downward answer
1= upward answer
Range 0 -6
Observed distributionM=2 SD=1.2

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
C-BW-c-sq-l-10-cr=+.03 ns


Correlational finding on Happiness and Satisfaction with one's social mobility
Subject code: S5.3.3

Study Boelhouwer (2010): study NL 1977
TitleWellbeing in the Netherlands.The SCP Life Situation Index since 1974.
SourceSocial Cultural Planning Office (SCP), 2010, the Hague, Netherlands
URLhttp://www.scp.nl/english/Publications/Publications_by_year/Publications_2010/Wellbeing_in_the_Netherlands
Public 18+ aged, general public, The Netherlands, 1977-2006
Sample Probability simple random sample
Non-Response
Respondents N = 54299

Correlate
Author's labelSatisfaction with social position
Page in Source 134
Our classification Satisfaction with one's social mobility, code S5.3.3
Operationalization
Self report on single question. Question not reported.

Observed Relation with Happiness
Happiness
Measure
Statistics Elaboration/Remarks
O-HP-u-sq-v-5-aB=+.18 p<.01
B controlled for satisfaction with:
-Health
-Home
-Residential environment
-Friends and acquaintances
-Education
-Financial resources
-Dutch society
-Government
O-HP-u-sq-v-5-aB=+.18 p<.01
B controlled for:
-Employment
-Age
-Household composition
-Satisfaction with:
 -Health
 -Home
 -Friends and acquaintances
 -Financial resources
 -Dutch society


Appendix 1: Happiness measures used

CodeFull Text
A-AOL-g-sq-v-5-aSelfreport on single question:

"In general, how would you say you feel most of the time - in good spirits or in low spirits....?"
5 very good spirits
4 fairly good spirits
3 neither good spirits nor low spirits
2 fairly low spirits
1 very low spirits.
C-BW-c-sq-l-10-cSelfreport on single question:

Here is a picture of a ladder. Suppose we say that the top of the ladder (9) represents the best possible life for you and the bottom (0) represents the worst possible life for you. Where on the ladder do you feel personally stand at the present time?
[ 9 ] best possible life for you
[ 8 ]
[ 7 ]
[ 6 ]
[ 5 ]
[ 4 ]
[ 3 ]
[ 2 ]
[ 1 ]
[ 0 ] worst possible life for you

Name: Cantril's self anchoring ladder rating of life (adapted version)
C-BW-cy-sq-l-9-aSelfreport on single question:

"Here is a picture of a ladder. At the bottom of the ladder is the worst life you might reasonably expect to have. At the top is the best life you might expect to have. Of course, life from week to week falls somewhere in between. Where was your life most of the time during the past year?"
[ 9 ] best life you might expect to have
[ 8 ]
[ 7 ]
[ 6 ]
[ 5 ]
[ 4 ]
[ 3 ]
[ 2 ]
[ 1 ] worst life you might expect to have


Name: Cantril's self anchoring ladder rating (modified version)
O-DT-u-sqt-v-7-aSelfreport on single question, asked twice in interview:

How do you feel about your life as a whole......?
7 delighted
6 pleased
5 mostly satisfied
4 mixed
3 mostly dissatisfied
2 unhappy
1 terrible

Summation: arithmetic mean

Name: Andrews & Withey's "Delighted-Terrible Scale" (original version)
Also known as Lehman's 'Global lifesatisfaction'
O-GBB-u-sq-c-9-aSelfreport on single question:

"Here are some circles that we can imagine represent the lives of different people. Circle eight has all pluses in it, to represent a person who has all the good things in his life. Circle zero has all minuses in it, to represent a person who has all the bad things in his life. Other circles are in between. Which circle do you think comes closest to matching your life?"
(circles not reproduced here )
8 + + + + + + + +
7 + + + + + + + -
6 + + + + + + - -
5 + + + + + - - -
4 + + + + - - - -
3 + + + - - - - -
2 + + - - - - - -
2 + - - - - - - -
0 - - - - - - - -

Name: Andrews & Withey's 'Circles Scale'
O-HL-c-sq-v-3-aaSelfreport on single question:

Taken all together, how would you say things are these days? Would you say that you are....?
3 very happy
2 pretty happy
1 not too happy
O-HL-c-sq-v-4-aSelfreport on single question:

Do you feel your life at present is.....?
4 very happy
3 quite happy
2 quite unhappy
1 very unhappy
O-HL-c-sq-v-5-cSelfreport on single question:

"Taking all things together, how would you say you are these days.....?"
5 extremely happy
4 very happy
3 happy
2 pretty happy
1 not too happy
O-HL-cy-sq-lg-9-aSelfreport on life graph

'We would like for you to think over your life and then rate each year as to whether it was a high or a low point in your life, i.e., your overall feeling, not necessarily financial success or health, etc, but generally speaking a feeling of wellbeing, however determined.
9 | high
|
8 |
|
7 |
|
6 |
|
5 |
|
4 |
|
3 |
|
2 |
|
1 | low
|______________________________________________
5 10 15 20 25 30 35 40

The last score represents present happiness
O-HL-u-sq-v-4-bSelfreport on single question:

On the whole, how happy would you say you are.....?
4 very happy
3 fairly happy
2 not very happy
1 very unhappy
O-HL-u-sq-v-7-bSelfreport on single question:

How do you feel how happy you are.....?
7 delighted
6 pleased
5 mostly satisfied
4 mixed (about equally satisfied and dissatisfied)
3 mostly
2 unhappy
1 terrible
O-HP-g-mq-v-5-aSelfreport on 6 questions:

" Describe the kind of person you are. Please read each sentence, then mark how often it is true for you"
1 I feel like smiling
2 I generally feel in good spirits
3 I feel happy
4 I am very satisfied with life
5 I find a good deal of happiness in life
6 I feel sad

Response options:
5 almost always true
4 often true
3 sometimes true
2 seldom true
1 never true

Summation: average
Possible range: 1 to 5
O-HP-g-sq-ol-7-aSelfreport on single question:

"Generally speaking are you a happy person.......?"

Responses were made on an open line scale, and were later coded in 7 categories:
1 very unhappy
2
3
4
5
6
7 very happy.
O-HP-u-sq-v-5-aSelfreport on single question

To what extent do you consider yourself a happy person....?
5 very happy
4 happy
3 neither happy nor unhappy
2 not very happy
1 unhappy
O-SLu-g-sq-n-5-aSelf report on single question:

Taken all together, how satisfied or dissatisfied are you with your life in general?
1 very dissatisfied
2
3
4
5 very satisfied
O-SLW-c-sq-n-10-aSelfreport on single question:

All things considered, how satisfied are you with your life as-a-whole these days?
1 dissatisfied
2
3
4
5
6
7
8
9
10 satisfied


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 higher happiness rating on average.
B = 0 Not any correlation with the relevant correlate.
Beta(ß) STANDARDIZED REGRESSION COEFFICIENT by LEAST SQUARES (OLS)
Type: test statistic.
Measurement level: Correlates: all metric, Happinessl: metric.
Range: [-1 ; +1]

Meaning:
beta > 0 « a higher correlate level corresponds with a higher happiness rating on average.
beta < 0 « a higher correlate level corresponds with a higher happiness rating on average.
beta = 0 « no correlation.
beta = + 1 or -1 « perfect correlation.
DMDIFFERENCE of MEANS
Type: descriptive statistic only.
Measurement level: Correlate: dichotomous, Happiness: metric
Range: depending on the happiness rating scale of the author; range symmetric about zero.

Meaning: the difference of the mean happiness, as measured on the author's rating scale, between the two correlate levels.
DMtDIFFERENCE of MEANS AFTER TRANSFORMATION
Type: descriptive statistic only.
Measurement level: Correlate: dichotomous, Happiness: metric
Theoretical range: [-10; +10]

Meaning: the difference of the mean happiness (happiness measured at a 0-10 rating scale) between the two correlate levels.
CORRELATION RATIO (Elsewhere sometimes called h² or ETA)
Type: test statistic
Measurement level: Correlate: nominal or ordinal, Happiness: metric
Range: [0; 1]

Meaning: correlate is accountable for E² x 100 % of the variation in happiness.
E² = 0 « knowledge of the correlate value does not improve the prediction quality of the happiness rating.
E² = 1 « knowledge of the correlate value enables an exact prediction of the happiness rating
GGOODMAN & Kruskal's GAMMA
Type: test statistic
Measurement level: Correlate: ordinal, Happinessl: ordinal
Range: [-1; +1]

Meaning:
G = 0 « no rank correlation
G = +1 « strongest possible rank correlation, where high correlate values correspond with high happiness ratings.
G = -1 « strongest possible rank correlation, where high correlate values correspond with low happiness ratings.
rPRODUCT-MOMENT CORRELATION COEFFICIENT (Also "Pearson's correlation coefficient' or simply 'correlation coefficient')
Type: test statistic.
Measurement level: Correlate: metric, Happiness: metric
Range: [-1; +1]

Meaning:
r = 0 « no correlation ,
r = 1 « perfect correlation, where high correlate values correspond with high happiness values, and
r = -1 « perfect correlation, where high correlate values correspond with low happiness values.
VCRAMéR's V
Type: test statistic
Measurement level: Correlate: nominal, Happiness: ordinal
Range: [0; 1]

Meaning:
V = 0 « no association
V = 1 « strongest possible association


Appendix 3: About the World Database of Happiness

Structure of the collections

The World Database of Happiness is an ongoing register of scientific research on the subjective enjoyment of life.
It brings together findings that are scattered throughout many studies and provides a basis for synthetic work.

World literature on subjective wellbeing


Selection on fit with definition of happiness

Bibliography    and     Directory    

Selection of empirical studies and within these on valid measurement: Happiness Measures
Abstracting and classification of findings

How happy people are, distributional findings What goes together with happiness

Happiness in Nations , Happiness in Publics Correlational Findings

  Listing of comparable findings in Nations  
States of Nations   ,   Trends in Nations



Appendix 4 Further Findings in the World Database of Happiness

Main Subjects Subject Description Number of Studies
A1ACTIVITY66
A2ACTIVITY: PATTERN (what one does)46
A3AFFECTIVE LIFE70
A4AGE488
A5AGGRESSION12
A6ANOMY32
A7APPEARANCE (good looks)18
A8ATTITUDES7
A9AUTHORITARIANISM4
B1BIRTH CONTROL0
B2BIRTH HISTORY (own birth)202
B3BODY85
C1CHILDREN6
C2CHILDREN: WANT FOR (Parental aspirations)12
C3CHILDREN: HAVING (parental status)238
C4CHILDREN: CHARACTERISTICS OF ONE'S CHILDREN29
C5CHILDREN: RELATION WITH ONE'S CHILDREN9
C6CHILDREN: REARING OF ONE'S CHILDREN (parental behavior)23
C7COMMUNAL LIVING18
C8CONCERNS34
C9COPING61
C10CREATIVENESS6
C11CULTURE (Arts and Sciences)34
D1DAILY JOYS & HASSLES7
E1EDUCATION363
E2EMPLOYMENT484
E3ETHNICITY124
E4EXPRESSIVE BEHAVIOR11
F1FAMILY OF ORIGIN (earlier family for adults, current for young)265
F2FAMILY OF PROCREATION87
F3FAMILY OF RELATIVES171
F4FARMING64
F5FREEDOM41
F6FRIENDSHIP188
G1GENDER452
G2GRIEF1
H1HABITS1
H2HANDICAP37
H3HAPPINESS: VIEWS ON HAPPINESS52
H4HAPPINESS: DISPERSION OF HAPPINESS16
H5HAPPINESS: CAREER217
H6HAPPINESS: CORRESPONDENCE OF DIFFERENT MEASURES357
H7HAPPINESS OF OTHERS1
H8HAPPINESS: REPUTATION OF HAPPINESS23
H9HEALTH-BEHAVIOR28
H10HELPING8
H11HOPE13
H12HOUSEHOLD: COMPOSITION158
H13HOUSEHOLD: WORK39
H14HOUSING142
I1INCOME669
I2INSTITUTIONAL LIVING42
I3INTELLIGENCE85
I4INTERESTS14
I5INTERVIEW71
I6INTIMACY120
L1LANGUAGE2
L2LEADERSHIP13
L3LEISURE276
L4LIFE APPRAISALS: OTHER THAN HAPPINESS415
L5LIFE CHANGE65
L6LIFE EVENTS98
L7LIFE GOALS124
L8LIFE HISTORY8
L9LIFE STYLE44
L10LOCAL ENVIRONMENT481
L11LOTTERY8
L12LOVE-LIFE34
M1MARRIAGE: MARITAL STATUS CAREER85
M2MARRIAGE: CURRENT MARITAL STATUS606
M3MARRIAGE: RELATIONSHIP135
M4MARRIAGE: PARTNER62
M5MEANING26
M6MEDICAL TREATMENT99
M7MENTAL HEALTH287
M8MIGRATION: TO OTHER COUNTRY29
M9MIGRATION: MOVING WITHIN COUNTRY (residential mobility)19
M10MIGRATION: MIGRANT WORK3
M11MILITARY LIFE8
M12MODERNITY6
M13MOOD283
M14MOTIVATION16
M18MOBILITY5
N1NATION: NATIONALITY36
N2NATION: ERA (temporal period)56
N3NATION: NATIONAL CHARACTER (modal personality)60
N4NATION: CONDITION IN ONE'S NATION641
N5NATION: POSITION OF ONE'S NATION1
N6NATION: ATTITUDES TO ONES NATION174
N7NATION: LIVABILITY OF ONE'S NATION38
N8NATION: ATTITUDINAL CLIMATE5
N9REGION IN NATION75
N10NUTRITION26
N21NATION: AREA2
O1OCCUPATION203
O2ORGAN TRANSPLANTATION19
P1PERSONALITY: HISTORY51
P2PERSONALITY: CHANGE11
P3PERSONALITY: CURRENT ORGANIZATION10
P4PERSONALITY: CURRENT TRAITS584
P5PERSONALITY: LATER23
P6PHYSICAL HEALTH596
P7PLANNING13
P8POLITICAL BEHAVIOUR255
P9POPULARITY26
P10POSSESSIONS77
P11PRISON3
P12PROBLEMS27
P13PSYCHO-SOMATIC COMPLAINTS61
P14PETS3
R1RELIGION326
R2RESOURCES11
R3RETIREMENT114
R4ROLES30
S1SCHOOL173
S2SELF-IMAGE282
S3SEX-LIFE75
S4SLEEP17
S5SOCIAL MOBILITY23
S6SOCIAL PARTICIPATION: PERSONAL CONTACTS78
S7SOCIAL PARTICIPATION : VOLUNTARY ASSOCIATIONS137
S8SOCIAL PARTICIPATION: TOTAL (personal + associations)38
S9SOCIO-ECONOMIC STATUS174
S10SOCIAL SUPPORT: RECEIVED82
S11SOCIAL SUPPORT: PROVIDED13
S12SPORTS42
S13STIMULANTS61
S14SUICIDE9
S15SUMMED DETERMINANTS116
T1TIME75
T2THERAPY49
T3TOLERANCE37
V1VALUES: CAREER8
V2VALUES: CURRENT PREFERENCES (own)130
V3VALUES: CLIMATE (current values in environment)8
V4VALUES: SIMILARITY (current fit with others)13
V5VALUES: LIVING UP TO19
V6VICTIM20
W1WAR5
W2WISDOM1
W3WORK: CAREER0
W4WORK: CONDITIONS88
W5WORK: ATTITUDES397
W6WORK: PERFORMANCE (current)37
W7WORRIES49
XXUNCLASSIFIED34


Appendix 5: Related Subjects

Subject Related Subject(s)
S5SOCIAL MOBILITYL10.1Residential career
S5SOCIAL MOBILITYN4.9Social mobility
S5.2.1Inter-generational mobilityF1.7Socio-economic background (earlier for adults, current for young)
S5.2.1Inter-generational mobilityN4.9.1Inter generational mobility
S5.2.2Intra-generational mobilityN4.9.2Intra generational mobility
S5.2.2.1Over/under-achievementE1.2.2Level of school-education
S5.3Attitudes to own social mobilityS9.4.2Satisfaction with own status

A report of the World Database of Happiness, Correlational Findings