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World Database of Happiness |
Correlational Findings on Happiness and SOCIAL MOBILITY | |
| © on data collection: Ruut Veenhoven, Erasmus University Rotterdam |
| Classification of Findings | ||
| Subject Code | Description | Nr of Studies on this Subject |
| S5 | SOCIAL MOBILITY | 0 |
| S5.1 | Mobility career | 0 |
| S5.1.1 | Earlier social mobility | 2 |
| S5.1.2 | Change in social mobility | 0 |
| S5.1.4 | Later social mobility | 0 |
| S5.1.4.1 | Expected mobility | 1 |
| S5.1.4.2 | Actual mobility (assessed by follow-up) | 0 |
| S5.2 | Current social mobility status | 0 |
| S5.2.1 | Inter-generational mobility | 6 |
| S5.2.2 | Intra-generational mobility | 2 |
| S5.2.2.1 | Over/under-achievement | 5 |
| S5.3 | Attitudes to own social mobility | 0 |
| S5.3.1 | Concern about social mobility | 2 |
| S5.3.2 | Aspirations for social advancement | 4 |
| S5.3.3 | Satisfaction with one's social mobility | 1 |
| Appendices | ||
| Appendix 1 | Happiness measures used |   |
| Appendix 2 | Statistics used |   |
| Appendix 3 | About the World Database of Happiness |   |
| Appendix 4 | Further Findings in the World Database of Happiness |   |
| Appendix 5 | Related Subjects |   |
| Study | Dykstra & Liefbroer (1998): study NL 1992 |
| Title | Kinderloos en toch Gelukkig? (Childless but Still Happy?) |
| Source | Mens 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 label | upward 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 distribution | 1a: 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-a | B=-.00 ns | Males |
| O-SLu-g-sq-n-5-a | B=+.03 ns | Females |
| O-SLu-g-sq-n-5-a | MUCH UPWARD MOBILITY (vs no upward mobility) | |
| O-SLu-g-sq-n-5-a | B=+.08 ns | Males |
| O-SLu-g-sq-n-5-a | B=+.09 ns | Females B's controled for: - current age - parental history - marital history - early retirement |
| Study | Dykstra & Wagner (2007): study DE 1990 |
| Title | Pathway to Childlessness and Late-Life Outcomes. |
| Source | Journal of Family Issues, 2007, Vol. 26, 1487 - 1517 |
| DOI | DOI: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 label | Occupational 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 distribution | Men/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-a | B=+.04 ns | Males |
| O-SLu-g-sq-n-5-a | B=-.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-a | B=+.03 ns | Males |
| O-SLu-g-sq-n-5-a | B=-.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. |
| Study | Brenner (1970): study US 1960 |
| Title | Social Factors in Mental Well-Being at Adolescence. |
| Source | PhD Dissertation, The American University, 1970, Washington DC, USA |
| URL | HTTP://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 label | Perceived 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-a | G=+.15 | Unaffected by scoial class |
| O-HL-u-sq-v-4-b | G=+.23 | Middle and upper class : G = +.22 Lower class : G = +.09 |
| A-AOL-g-sq-v-5-a | V= .08 p<. 01 | |
| O-HL-u-sq-v-4-b | V= .10 p<. 01 | |
| Study | Bakker & VandeBerg (1974): study NL 1968 6 |
| Title | Determinanten en Correlaten van Geluk.(Determinants and Correlates of Happiness). |
| Source | Unpublished Thesis, Erasmus University Rotterdam, 1974, Netherlands |
| URL | HTTP://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 label | Social 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-a | G=+.03 ns | Both upward and downward social mobility are unrelated to happiness. |
| Study | Fischer (2009): study ZZ OECD member states 1997 b |
| Title | The Welfare Effects of Social Mobility. An Analysis for OECD Countries |
| Source | OECD Social, Employment and Migration Working Papers no. 93, 2009, Paris, France |
| URL | http://mpra.ub.uni-muenchen.de/17070/ |
| DOI | DOI: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 label | Labour 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 distribution | Australia: -.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 Estimates | Available 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-a | B=+1.3 p<.01 | All individuals |
| O-SLW-c-sq-n-10-a | B=+1.8 p<.05 | Political conservative individuals |
| O-SLW-c-sq-n-10-a | B=+.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-a | B=+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-a | B=-.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-a | B=+.02 ns | Interaction term of labour market mobility and final income inequality does not affect happiness |
| Study | Fischer (2009): study ZZ OECD member states 1997 b |
| Title | The Welfare Effects of Social Mobility. An Analysis for OECD Countries |
| Source | OECD Social, Employment and Migration Working Papers no. 93, 2009, Paris, France |
| URL | http://mpra.ub.uni-muenchen.de/17070/ |
| DOI | DOI: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 label | Educational 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 distribution | Range= -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-a | B=+.01 p<.05 | Difference with MOTHER's education, All |
| O-SLW-c-sq-n-10-a | B=+.01 p<.01 | - conservative individuals only |
| O-SLW-c-sq-n-10-a | B=+.01 ns | - leftist individuals only |
| O-SLW-c-sq-n-10-a | B=+.01 p<.10 | Difference with FATHER's education, All Ss |
| O-SLW-c-sq-n-10-a | B=+.01 p<.05 | - conservative individuals only |
| O-SLW-c-sq-n-10-a | B=+.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-a | B=-.00 ns | B additionally controlled for: - perceived social mobility in society - difference with mother's education |
| O-SLW-c-sq-n-10-a | B=-.00 ns | Additionally controlled for: - perceived social mobility in society - difference with father's education |
| Study | McKinley Runyan (1980): study US 1959 |
| Title | The Life Satisfaction Chart: Perceptions of the Course of Subjective Experience. |
| Source | International 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 label | Upward 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 distribution | Downward: 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-a | DM=+ 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. |
| Study | Mitchell (1972): study HK 1967 |
| Title | Levels of Emotional Strain in East Asian Cities. |
| Source | Asian Folklore & Social Life Monographs, The Orient Cultural Service, 1972, Taipei, Formosa |
| URL | HTTP://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 label | Downward 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-a | G=-.19 p<.01 | % happy: - better now 72 - the same 72 - worse now 60 |
| Study | Veenhoven & Bakker (1975): study NL 1968 6 |
| Title | Schooleducation and Psychological Well-Being. |
| Source | Unpublished Paper, 1975, Department of Sociology, Erasmus University Rotterdam, Netherlands |
| URL | HTTP://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 label | Social 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-a | G=+.03 ns | Both upward and downard social mobility are unrelated to happiness. |
| Study | Dykstra & Liefbroer (1998): study NL 1992 |
| Title | Kinderloos en toch Gelukkig? (Childless but Still Happy?) |
| Source | Mens 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 label | upward 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 distribution | 1a: 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-a | B=-.00 ns | Males |
| O-SLu-g-sq-n-5-a | B=+.03 ns | Females |
| O-SLu-g-sq-n-5-a | MUCH UPWARD MOBILITY (vs no upward mobility) | |
| O-SLu-g-sq-n-5-a | B=+.08 ns | Males |
| O-SLu-g-sq-n-5-a | B=+.09 ns | Females B's controled for: - current age - parental history - marital history - early retirement |
| Study | Dykstra & Wagner (2007): study DE 1990 |
| Title | Pathway to Childlessness and Late-Life Outcomes. |
| Source | Journal of Family Issues, 2007, Vol. 26, 1487 - 1517 |
| DOI | DOI: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 label | Occupational 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 distribution | Men/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-a | B=+.04 ns | Males |
| O-SLu-g-sq-n-5-a | B=-.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-a | B=+.03 ns | Males |
| O-SLu-g-sq-n-5-a | B=-.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. |
| Study | Andrews & Withey (1976): study US 1972 11b |
| Title | Social Indicators of Well-Being. Americans Perceptions of Life Quality. |
| Source | Plenum 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 label | Social 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-b | DM=+ | 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 |
| Study | Andrews & Withey (1976): study US 1973 4 |
| Title | Social Indicators of Well-Being. Americans Perceptions of Life Quality. |
| Source | Plenum Press, 1976, New York, USA |
| Public | 18+ aged, general public, USA, 1973/3 |
| Sample | |
| Non-Response | 26% |
| Respondents N = | 1433 |
| Correlate | |
| Author's label | Status 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-a | E²=+.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-a | Beta=+.23 | ß controlled for sociodemographic variables (age, family income, education, race, sex). |
| O-DT-u-sqt-v-7-a | Beta=+.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) |
| Study | Andrews & Withey (1976): study US 1973 4 |
| Title | Social Indicators of Well-Being. Americans Perceptions of Life Quality. |
| Source | Plenum Press, 1976, New York, USA |
| Public | 18+ aged, general public, USA, 1973/3 |
| Sample | |
| Non-Response | 26% |
| Respondents N = | 1433 |
| Correlate | |
| Author's label | Status 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-a | DMt=+ | 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-a | DMt=+ | 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 |
| Study | Bakker & VandeBerg (1974): study NL 1968 6 |
| Title | Determinanten en Correlaten van Geluk.(Determinants and Correlates of Happiness). |
| Source | Unpublished Thesis, Erasmus University Rotterdam, 1974, Netherlands |
| URL | HTTP://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 label | Social 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-a | G=+.04 ns | Over-achievement : G = +.02 (ns) Under-achievement: G = +.07 (ns) |
| Study | Moser-Peters (1969): study NL Utrecht 1967 autumn |
| Title | Achtergronden van Geluksgevoelens. (Backgrounds of Happiness Feelings). |
| Source | Nederlands Instituut voor Preventieve Geneeskunde (TNO), 1969, Leiden, Netherlands |
| URL | HTTP://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 label | Achievement. (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-c | r= 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). |
| Study | Bachman et al. (1970): study US 1966 |
| Title | Youth in Transition, Vol. 1,2,3,4,5. |
| Source | Institute 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 label | Knowledge 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-a | r=-.01 ns | |
| Study | Bradburn & Caplovitz (1965): study US Illinois 1962 3 |
| Title | Reports on Happiness. A Pilot Study of Behavior Related to Mental Health. |
| Source | Aldine 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 label | Thinking 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-aa | G= - ns | High S.E.S : G' = -.06 (ns) Low S.E.S. : G' = +.01 (ns) |
| Study | Bachman et al. (1970): study US 1966 |
| Title | Youth in Transition, Vol. 1,2,3,4,5. |
| Source | Institute 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 label | Preference 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-a | r=-.05 ns | |
| Study | Bachman et al. (1970): study US 1966 |
| Title | Youth in Transition, Vol. 1,2,3,4,5. |
| Source | Institute 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 label | Preference 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-a | r=+.21 p<. 001 | |
| Study | Bachman et al. (1970): study US 1966 |
| Title | Youth in Transition, Vol. 1,2,3,4,5. |
| Source | Institute 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 label | Ambitious 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-a | r=+.16 p<. 001 | |
| Study | Palmore & Luikart (1972): study US 1968 |
| Title | Health and Social Factors Related to Life Satisfaction. |
| Source | Journal 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 label | Upward 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 distribution | M=2 SD=1.2 |
| Observed Relation with Happiness | ||
| Happiness Measure |
Statistics | Elaboration/Remarks |
| C-BW-c-sq-l-10-c | r=+.03 ns | |
| Study | Boelhouwer (2010): study NL 1977 |
| Title | Wellbeing in the Netherlands.The SCP Life Situation Index since 1974. |
| Source | Social Cultural Planning Office (SCP), 2010, the Hague, Netherlands |
| URL | http://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 label | Satisfaction 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-a | B=+.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-a | B=+.18 p<.01 | B controlled for: -Employment -Age -Household composition -Satisfaction with: -Health -Home -Friends and acquaintances -Financial resources -Dutch society |
| Code | Full Text |
| A-AOL-g-sq-v-5-a | Selfreport 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-c | Selfreport 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-a | Selfreport 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-a | Selfreport 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-a | Selfreport 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-aa | Selfreport 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-a | Selfreport 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-c | Selfreport 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-a | Selfreport 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-b | Selfreport 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-b | Selfreport 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-a | Selfreport 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-a | Selfreport 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-a | Selfreport 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-a | Self 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-a | Selfreport 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 |
| Symbol | Explanation |
| B | REGRESSION 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. |
| DM | DIFFERENCE 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. |
| DMt | DIFFERENCE 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. |
| E² | 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 |
| G | GOODMAN & 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. |
| r | PRODUCT-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. |
| V | CRAMéR's V Type: test statistic Measurement level: Correlate: nominal, Happiness: ordinal Range: [0; 1] Meaning: V = 0 « no association V = 1 « strongest possible association |
World literature on subjective wellbeing

Selection on fit with definition of happiness
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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
| Main Subjects | Subject Description | Number of Studies |
| A1 | ACTIVITY | 66 |
| A2 | ACTIVITY: PATTERN (what one does) | 46 |
| A3 | AFFECTIVE LIFE | 70 |
| A4 | AGE | 488 |
| A5 | AGGRESSION | 12 |
| A6 | ANOMY | 32 |
| A7 | APPEARANCE (good looks) | 18 |
| A8 | ATTITUDES | 7 |
| A9 | AUTHORITARIANISM | 4 |
| B1 | BIRTH CONTROL | 0 |
| B2 | BIRTH HISTORY (own birth) | 202 |
| B3 | BODY | 85 |
| C1 | CHILDREN | 6 |
| C2 | CHILDREN: WANT FOR (Parental aspirations) | 12 |
| C3 | CHILDREN: HAVING (parental status) | 238 |
| C4 | CHILDREN: CHARACTERISTICS OF ONE'S CHILDREN | 29 |
| C5 | CHILDREN: RELATION WITH ONE'S CHILDREN | 9 |
| C6 | CHILDREN: REARING OF ONE'S CHILDREN (parental behavior) | 23 |
| C7 | COMMUNAL LIVING | 18 |
| C8 | CONCERNS | 34 |
| C9 | COPING | 61 |
| C10 | CREATIVENESS | 6 |
| C11 | CULTURE (Arts and Sciences) | 34 |
| D1 | DAILY JOYS & HASSLES | 7 |
| E1 | EDUCATION | 363 |
| E2 | EMPLOYMENT | 484 |
| E3 | ETHNICITY | 124 |
| E4 | EXPRESSIVE BEHAVIOR | 11 |
| F1 | FAMILY OF ORIGIN (earlier family for adults, current for young) | 265 |
| F2 | FAMILY OF PROCREATION | 87 |
| F3 | FAMILY OF RELATIVES | 171 |
| F4 | FARMING | 64 |
| F5 | FREEDOM | 41 |
| F6 | FRIENDSHIP | 188 |
| G1 | GENDER | 452 |
| G2 | GRIEF | 1 |
| H1 | HABITS | 1 |
| H2 | HANDICAP | 37 |
| H3 | HAPPINESS: VIEWS ON HAPPINESS | 52 |
| H4 | HAPPINESS: DISPERSION OF HAPPINESS | 16 |
| H5 | HAPPINESS: CAREER | 217 |
| H6 | HAPPINESS: CORRESPONDENCE OF DIFFERENT MEASURES | 357 |
| H7 | HAPPINESS OF OTHERS | 1 |
| H8 | HAPPINESS: REPUTATION OF HAPPINESS | 23 |
| H9 | HEALTH-BEHAVIOR | 28 |
| H10 | HELPING | 8 |
| H11 | HOPE | 13 |
| H12 | HOUSEHOLD: COMPOSITION | 158 |
| H13 | HOUSEHOLD: WORK | 39 |
| H14 | HOUSING | 142 |
| I1 | INCOME | 669 |
| I2 | INSTITUTIONAL LIVING | 42 |
| I3 | INTELLIGENCE | 85 |
| I4 | INTERESTS | 14 |
| I5 | INTERVIEW | 71 |
| I6 | INTIMACY | 120 |
| L1 | LANGUAGE | 2 |
| L2 | LEADERSHIP | 13 |
| L3 | LEISURE | 276 |
| L4 | LIFE APPRAISALS: OTHER THAN HAPPINESS | 415 |
| L5 | LIFE CHANGE | 65 |
| L6 | LIFE EVENTS | 98 |
| L7 | LIFE GOALS | 124 |
| L8 | LIFE HISTORY | 8 |
| L9 | LIFE STYLE | 44 |
| L10 | LOCAL ENVIRONMENT | 481 |
| L11 | LOTTERY | 8 |
| L12 | LOVE-LIFE | 34 |
| M1 | MARRIAGE: MARITAL STATUS CAREER | 85 |
| M2 | MARRIAGE: CURRENT MARITAL STATUS | 606 |
| M3 | MARRIAGE: RELATIONSHIP | 135 |
| M4 | MARRIAGE: PARTNER | 62 |
| M5 | MEANING | 26 |
| M6 | MEDICAL TREATMENT | 99 |
| M7 | MENTAL HEALTH | 287 |
| M8 | MIGRATION: TO OTHER COUNTRY | 29 |
| M9 | MIGRATION: MOVING WITHIN COUNTRY (residential mobility) | 19 |
| M10 | MIGRATION: MIGRANT WORK | 3 |
| M11 | MILITARY LIFE | 8 |
| M12 | MODERNITY | 6 |
| M13 | MOOD | 283 |
| M14 | MOTIVATION | 16 |
| M18 | MOBILITY | 5 |
| N1 | NATION: NATIONALITY | 36 |
| N2 | NATION: ERA (temporal period) | 56 |
| N3 | NATION: NATIONAL CHARACTER (modal personality) | 60 |
| N4 | NATION: CONDITION IN ONE'S NATION | 641 |
| N5 | NATION: POSITION OF ONE'S NATION | 1 |
| N6 | NATION: ATTITUDES TO ONES NATION | 174 |
| N7 | NATION: LIVABILITY OF ONE'S NATION | 38 |
| N8 | NATION: ATTITUDINAL CLIMATE | 5 |
| N9 | REGION IN NATION | 75 |
| N10 | NUTRITION | 26 |
| N21 | NATION: AREA | 2 |
| O1 | OCCUPATION | 203 |
| O2 | ORGAN TRANSPLANTATION | 19 |
| P1 | PERSONALITY: HISTORY | 51 |
| P2 | PERSONALITY: CHANGE | 11 |
| P3 | PERSONALITY: CURRENT ORGANIZATION | 10 |
| P4 | PERSONALITY: CURRENT TRAITS | 584 |
| P5 | PERSONALITY: LATER | 23 |
| P6 | PHYSICAL HEALTH | 596 |
| P7 | PLANNING | 13 |
| P8 | POLITICAL BEHAVIOUR | 255 |
| P9 | POPULARITY | 26 |
| P10 | POSSESSIONS | 77 |
| P11 | PRISON | 3 |
| P12 | PROBLEMS | 27 |
| P13 | PSYCHO-SOMATIC COMPLAINTS | 61 |
| P14 | PETS | 3 |
| R1 | RELIGION | 326 |
| R2 | RESOURCES | 11 |
| R3 | RETIREMENT | 114 |
| R4 | ROLES | 30 |
| S1 | SCHOOL | 173 |
| S2 | SELF-IMAGE | 282 |
| S3 | SEX-LIFE | 75 |
| S4 | SLEEP | 17 |
| S5 | SOCIAL MOBILITY | 23 |
| S6 | SOCIAL PARTICIPATION: PERSONAL CONTACTS | 78 |
| S7 | SOCIAL PARTICIPATION : VOLUNTARY ASSOCIATIONS | 137 |
| S8 | SOCIAL PARTICIPATION: TOTAL (personal + associations) | 38 |
| S9 | SOCIO-ECONOMIC STATUS | 174 |
| S10 | SOCIAL SUPPORT: RECEIVED | 82 |
| S11 | SOCIAL SUPPORT: PROVIDED | 13 |
| S12 | SPORTS | 42 |
| S13 | STIMULANTS | 61 |
| S14 | SUICIDE | 9 |
| S15 | SUMMED DETERMINANTS | 116 |
| T1 | TIME | 75 |
| T2 | THERAPY | 49 |
| T3 | TOLERANCE | 37 |
| V1 | VALUES: CAREER | 8 |
| V2 | VALUES: CURRENT PREFERENCES (own) | 130 |
| V3 | VALUES: CLIMATE (current values in environment) | 8 |
| V4 | VALUES: SIMILARITY (current fit with others) | 13 |
| V5 | VALUES: LIVING UP TO | 19 |
| V6 | VICTIM | 20 |
| W1 | WAR | 5 |
| W2 | WISDOM | 1 |
| W3 | WORK: CAREER | 0 |
| W4 | WORK: CONDITIONS | 88 |
| W5 | WORK: ATTITUDES | 397 |
| W6 | WORK: PERFORMANCE (current) | 37 |
| W7 | WORRIES | 49 |
| XX | UNCLASSIFIED | 34 |
| Subject | Related Subject(s) | ||
| S5 | SOCIAL MOBILITY | L10.1 | Residential career |
| S5 | SOCIAL MOBILITY | N4.9 | Social mobility |
| S5.2.1 | Inter-generational mobility | F1.7 | Socio-economic background (earlier for adults, current for young) |
| S5.2.1 | Inter-generational mobility | N4.9.1 | Inter generational mobility |
| S5.2.2 | Intra-generational mobility | N4.9.2 | Intra generational mobility |
| S5.2.2.1 | Over/under-achievement | E1.2.2 | Level of school-education |
| S5.3 | Attitudes to own social mobility | S9.4.2 | Satisfaction with own status |