| Literature DB >> 26858677 |
Antonella Delle Fave1, Ingrid Brdar2, Marié P Wissing3, Ulisses Araujo4, Alejandro Castro Solano5, Teresa Freire6, María Del Rocío Hernández-Pozo7, Paul Jose8, Tamás Martos9, Hilde E Nafstad10, Jeanne Nakamura11, Kamlesh Singh12, Lawrence Soosai-Nathan13.
Abstract
In well-being research the term happiness is often used as synonymous with life satisfaction. However, little is known about lay people's understanding of happiness. Building on the available literature, this study explored lay definitions of happiness across nations and cultural dimensions, analyzing their components and relationship with participants' demographic features. Participants were 2799 adults (age range = 30-60, 50% women) living in urban areas of Argentina, Brazil, Croatia, Hungary, India, Italy, Mexico, New Zealand, Norway, Portugal, South Africa, and United States. They completed the Eudaimonic and Hedonic Happiness Investigation (EHHI), reporting, among other information, their own definition of happiness. Answers comprised definitions referring to a broad range of life domains, covering both the contextual-social sphere and the psychological sphere. Across countries and with little variation by age and gender, inner harmony predominated among psychological definitions, and family and social relationships among contextual definitions. Whereas relationships are widely acknowledged as basic happiness components, inner harmony is substantially neglected. Nevertheless, its cross-national primacy, together with relations, is consistent with the view of an ontological interconnectedness characterizing living systems, shared by several conceptual frameworks across disciplines and cultures. At the methodological level, these findings suggest the potential of a bottom-up, mixed method approach to contextualize psychological dimensions within culture and lay understanding.Entities:
Keywords: adulthood; culture; happiness; inner harmony; interconnectedness; lay definitions; relationships
Year: 2016 PMID: 26858677 PMCID: PMC4726797 DOI: 10.3389/fpsyg.2016.00030
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
Scores of the examined countries on two Hofstede's dimensions and Inglehart-Welzel's Map dimensions.
| United States | 91 | 68 | −0.81 | 1.76 |
| New Zealand | 79 | 75 | 0.00 | 1.86 |
| Italy | 76 | 30 | 0.13 | 0.60 |
| Norway | 69 | 55 | 1.39 | 2.17 |
| South Africa | 65 | 63 | −1.09 | −0.10 |
| Hungary | 55 | 31 | 0.40 | −1.22 |
| India | 48 | 26 | −0.36 | −0.21 |
| Argentina | 46 | 62 | −0.66 | 0.38 |
| Brazil | 38 | 59 | −0.98 | 0.61 |
| Croatia | 33 | 33 | 0.08 | 0.31 |
| Mexico | 30 | 97 | −1.47 | 1.03 |
| Portugal | 27 | 33 | −0.90 | 0.49 |
Countries are rank ordered for Individualism.
Figure 1Happiness definitions: percentage distribution of answers across categories.
Figure 2Psychological definitions: percentage distribution of answers across subcategories.
Definitions of happiness: percentage of participants who mentioned each category by country.
| Psychological definitions | 85.65 (6.1 | 87.04 (6.5 | 58.33 | 46.30 (−6.7 | 59.26 | 53.70 (−4.3 | 62.04 | 76.92 | 70.37 | 75.46 | 48.61 (−6.0 | 61.57 | 85.12 (5.9 | 232.83 |
| Family | 22.22 (−3.3 | 20.37 (−4.0 | 61.11 (9.4 | 40.28 | 47.69 (5.0 | 48.61 (5.3 | 18.06 (−4.7 | 10.10 (−7.2 | 33.80 | 21.76 (−3.5 | 29.17 | 37.50 | 30.7 | 243.33 |
| Interpersonal relations | 46.3 (5.8 | 29.63 | 53.7 (8.3 | 31.02 | 28.24 | 28.24 | 13.43 (−5.3 | 6.25 (−7.5 | 31.48 | 28.70 | 10.19 (−6.4 | 23.15 | 46.51 (5.9 | 246.89 |
| Health | 17.59 | 11.57 | 26.39 (4.7 | 26.39 (4.7 | 24.07 (3.7 | 13.43 | 6.02 (−4.0 | 4.81 (−4.4 | 22.22 | 9.72 | 14.35 | 12.50 | 10.23 | 108.14 |
| Work | 19.44 (3.5 | 5.09 | 28.24 (7.7 | 18.06 | 16.2 | 12.50 | 1.85 (−4.8 | 0.96 (−5.1 | 18.98 (3.3 | 9.26 | 9.26 | 2.31 (−4.5 | 12.56 | 164.35 |
| Standard of living | 8.800 | 2.78 (−4.3 | 26.39 (6.8 | 14.81 | 23.61 (5.5 | 10.19 | 7.87 | 2.4 (−4 | 7.87 | 10.19 | 13.43 | 6.48 | 20.47 (4.0 | 139.05 |
| Leisure | 2.78 | 1.39 | 24.07 (11.8 | 6.94 | 3.70 | 11.57 (3.7 | 0.46 (−3.5 | 0 (−3.8 | 3.24 | 2.78 | 0 (−3.8 | 1.85 | 18.14 (7.9 | 262.77 |
| Spirituality, religion | 9.26 | 4.17 | 1.85 | 5.56 | 3.70 | 10.65 | 5.09 | 4.33 | 11.11 | 12.50 (3.3 | 1.39 (−3.4 | 15.74 (5.2 | 6.05 | 76.70 |
| Community, society | 9.26 | 6.48 | 5.56 | 5.09 | 3.70 | 7.87 | 0.93 (−3.7 | 0.96 (−3.6 | 3.24 | 2.31 | 12.04 | 22.22 (9.0 | 12.09 | 135.92 |
| Daily life | 10.19 | 8.80 | 14.35 | 17.59 | 10.65 | 9.26 | 6.02 | 11.06 | 19.44 (3.5 | 17.59 | 6.48 | 7.41 | 16.74 | 52.68 |
| N participants | 216 | 216 | 216 | 216 | 216 | 216 | 216 | 208 | 216 | 216 | 216 | 216 | 215 |
Each participant could provide more than one answer; Values in brackets represent significant adjusted residuals: Cut-off value = 3.29;
p < 0.001;
p < 0.0001.
Psychological definitions of happiness: percentage of participants who mentioned each subcategory by country.
| Harmony | 43.78 | 55.85 (4.3 | 31.75 | 25.00 (−3.4 | 57.03 (3.8 | 42.24 | 26.12 (−3.7 | 41.88 | 30.26 | 34.97 | 37.14 | 56.39 (3.7 | 42.62 | 82.25 |
| Satisfaction | 35.68 (3.5 | 27.13 | 7.94 (−4.6 | 48.00 (5.4 | 22.66 | 27.59 | 21.64 | 16.25 | 25.66 | 26.99 | 18.10 | 21.05 | 26.78 | 54.42 |
| Positive emotions | 28.11 | 13.30 | 24.60 | 15.00 | 15.63 | 19.83 | 17.91 | 19.38 | 22.37 | 33.13 (3.8 | 10.48 | 17.29 | 32.24 (3.7 | 71.88 |
| Positive states | 21.62 (4.3 | 7.98 | 11.11 | 1.00 (−3.5 | 4.69 | 8.62 | 7.46 | 0 (−4.9 | 28.29 (6.5 | 16.56 | 14.29 | 15.04 | 11.48 | 107.05 |
| No negative feelings | 6.49 | 6.38 | 14.29 | 11.00 | 5.47 | 15.52 | 1.49 | 1.88 | 3.29 | 9.82 | 8.57 | 4.51 | 14.75 (3.7 | 55.21* |
| Meaning | 9.19 | 6.38 | 10.32 | 10.00 | 4.69 | 8.62 | 2.99 | 0-(3.8 | 3.29 | 12.88 | 5.71 | 15.04 (3.3 | 10.93 | 46.03 |
| Awareness | 5.95 | 10.64 | 6.35 | 9.00 | 4.69 | 6.03 | 6.72 | 18.13 (5.2 | 3.95 | 9.82 | 4.76 | 6.02 | 5.46 | 37.57 |
| Optimism | 2.16 (−3.3 | 13.83 | 8.73 | 9.00 | 10.16 | 14.66 | 6.72 | 5.00 | 7.89 | 11.66 | 3.81 | 1.50 | 13.66 | 45.45 |
| Autonomy | 2.16 | 3.72 | 12.70 (3.6 | 11.00 | 4.69 | 2.59 | 1.49 | 3.75 | 4.61 | 12.88 (4.2 | 1.90 | 1.50 | 9.84 | 60.14 |
| Mastery | 5.95 | 4.26 | 14.29 (5.6 | 2.00 | 2.34 | 5.17 | 0.75 | 0 | 0.66 | 6.75 | 0 | 6.02 | 7.65 | 61.90 |
| N participants | 185 | 188 | 126 | 100 | 128 | 116 | 134 | 160 | 152 | 163 | 105 | 133 | 183 |
Each participant could provide more than one answer; Values in brackets represent significant adjusted residuals: Cut-off value = 3.29;
p < 0.001;
p < 0.0001.
Inner harmony: percentage of participants who mentioned each component by country.
| Inner peace | 24.69 | 60.00 (4.2 | 22.50 | 48.00 | 38.36 | 40.82 | 40.00 | 32.84 | 54.35 | 36.84 | 61.54 | 52.00 | 25.64 | 54.69 |
| Balance | 20.99 | 42.86 | 70.00 (5.3 | 32.00 | 49.32 (3.3 | 20.41 | 31.43 | 44.78 | 36.96 | 17.54 | 7.69 (−3.3 | 8.00 (−4.7 | 32.05 | 91.38 |
| Contentment | 53.09 (5.4 | 6.67 (−5.2 | 7.50 | 0.00 | 4.11 (−4.7 | 55.10 (4.4 | 22.86 | 8.96 (−3.6 | 4.35 (−3.6 | 50.88 (4.1 | 15.38 | 58.67 (6.3 | 44.87 (3.6 | 196.14 |
| Psychophysical WB | 16.05 | 9.52 | 15.00 | 24.00 | 20.55 | 0.00 | 8.57 | 19.40 | 17.39 | 10.53 | 17.95 | 0.00 (−3.5 | 15.38 | 32.46* |
| N participants | 81 | 105 | 40 | 25 | 73 | 49 | 35 | 67 | 46 | 57 | 39 | 75 | 78 |
Each participant could provide more than one answer. Values in brackets represent significant adjusted residuals: Cut-off value = 3.29;
p < 0.001;
p < 0.0001.
Binary logistic regression: demographic and country predictors of happiness definition categories.
| Age (30 years) | 0.01 | 0.01 | 1.01 | 0.00 | 0.01 | 1.00 | 0.00 | 0.01 | 1.00 | 0.00 | 0.01 | 1.00 |
| Male | 0.11 | 0.12 | 1.12 | −0.24 | 0.09 | 0.79 | 0.35 | 0.12 | 1.42 | −0.42 | 0.09 | 0.65 |
| Education (secondary) | ||||||||||||
| Tertiary | 0.09 | 0.12 | 1.09 | −0.46 | 0.09 | 0.63 | −0.40 | 0.12 | 0.67 | 0.19 | 0.09 | 1.21 |
| Married | −0.27 | 0.18 | 0.76 | 0.90 | 0.14 | 0.90 | 0.06 | 0.19 | 1.06 | −0.08 | 0.13 | 0.93 |
| Cohabiting | 0.02 | 0.24 | 0.98 | 0.68 | 0.19 | 0.68 | 0.19 | 0.25 | 1.21 | −0.09 | 0.18 | 0.92 |
| Divorced/widowed | −0.33 | 0.26 | 0.72 | 0.62 | 0.19 | 0.62 | 0.44 | 0.24 | 1.55 | −0.09 | 0.18 | 0.91 |
| Having religion | 0.25 | 0.17 | 1.29 | 0.15 | 0.13 | 0.15 | 0.34 | 0.17 | 1.41 | −0.03 | 0.13 | 0.97 |
| Italy | −1.57 | 0.36 | 0.21 | 0.01 | 0.24 | 1.01 | −1.20 | 0.48 | 0.30 | −0.75 | 0.21 | 0.47 |
| Norway | 0.49 | 0.24 | 1.64 | 1.88 | 0.23 | 6.54 | 1.37 | 0.30 | 3.92 | 0.28 | 0.20 | 1.32 |
| Croatia | −0.05 | 0.25 | 0.95 | 0.85 | 0.22 | 2.35 | 0.66 | 0.31 | 1.94 | −0.68 | 0.20 | 0.50 |
| Hungary | −0.08 | 0.28 | 0.92 | 1.37 | 0.24 | 3.93 | 1.42 | 0.32 | 4.13 | −0.83 | 0.23 | 0.44 |
| USA | −0.56 | 0.27 | 0.57 | 1.38 | 0.22 | 3.97 | 0.22 | 0.33 | 1.24 | −0.81 | 0.21 | 0.44 |
| Mexico | − | − | − | −0.20 | 0.24 | 0.82 | −0.15 | 0.35 | 0.86 | −1.75 | 0.24 | 0.17 |
| Argentina | − | − | − | −0.83 | 0.29 | 0.44 | −1.41 | 0.51 | 0.24 | −2.59 | 0.32 | 0.07 |
| Brazil | −0.05 | 0.25 | 0.95 | 0.69 | 0.22 | 2.00 | −0.12 | 0.35 | 0.88 | −0.66 | 0.20 | 0.52 |
| South Africa | −0.90 | 0.29 | 0.41 | 0.06 | 0.24 | 1.06 | 0.12 | 0.33 | 1.13 | −0.76 | 0.21 | 0.47 |
| North India | −0.86 | 0.29 | 0.42 | 0.32 | 0.23 | 1.38 | 0.50 | 0.31 | 1.65 | −2.04 | 0.27 | 0.13 |
| South India | −2.33 | 0.48 | 0.10 | 0.69 | 0.22 | 1.98 | −0.33 | 0.37 | 0.72 | −1.07 | 0.21 | 0.34 |
| New Zealand | −0.42 | 0.28 | 0.65 | 0.58 | 0.23 | 1.78 | 1.14 | 0.31 | 3.11 | −0.02 | 0.21 | 0.98 |
| Intercept | −1.80 | 0.40 | 0.15 | −1.08 | 0.31 | 0.34 | −2.72 | 0.43 | 0.07 | 0.34 | 0.29 | 1.40 |
| Nagelkerke R2 (%) | 8.52 | 15.58 | 10.97 | 14.11 | ||||||||
| Age (30 years) | 0.02 | 0.01 | 1.02 | −0.01 | 0.01 | 0.99 | 0.03 | 0.01 | 1.03 | 0.02 | 0.01 | 1.02 |
| Male | −0.16 | 0.11 | 0.85 | −0.11 | 0.09 | 0.90 | 0.01 | 0.15 | 1.04 | 0.07 | 0.16 | 1.07 |
| Tertiary | −0.36 | 0.11 | 0.70 | 0.82 | 0.09 | 2.27 | 0.33 | 0.15 | 1.42 | −0.06 | 0.15 | 0.94 |
| Married | 0.06 | 0.17 | 1.07 | −0.36 | 0.13 | 0.70 | 0.35 | 0.25 | 1.42 | −0.11 | 0.24 | 0.89 |
| Cohabiting | 0.07 | 0.23 | 1.07 | 0.08 | 0.19 | 1.08 | 0.09 | 0.45 | 1.09 | −0.21 | 0.38 | 0.81 |
| Divorced/widowed | 0.19 | 0.22 | 1.21 | −0.10 | 0.18 | 0.91 | −0.16 | 0.36 | 0.85 | −0.24 | 0.35 | 0.78 |
| Having religion | 0.04 | 0.16 | 1.04 | −0.10 | 0.13 | 0.90 | 2.19 | 0.42 | 7.98 | 0.30 | 0.25 | 1.36 |
| Italy | −0.48 | 0.28 | 0.62 | 0.01 | 0.29 | 1.01 | −0.79 | 0.42 | 0.46 | −0.40 | 0.37 | 0.67 |
| Norway | 0.51 | 0.25 | 1.66 | −1.68 | 0.25 | 0.19 | − | − | − | −0.45 | 0.39 | 0.64 |
| Croatia | 0.56 | 0.24 | 1.75 | −2.03 | 0.25 | 0.13 | −0.41 | 0.38 | 0.66 | −0.59 | 0.39 | 0.55 |
| Hungary | 0.43 | 0.27 | 1.54 | −1.63 | 0.26 | 0.20 | 0.24 | 0.47 | 1.27 | −0.76 | 0.46 | 0.47 |
| USA | −0.31 | 0.27 | 0.73 | −1.82 | 0.25 | 0.16 | 0.42 | 0.33 | 1.52 | −0.19 | 0.35 | 0.82 |
| Mexico | −1.20 | 0.34 | 0.30 | −1.43 | 0.25 | 0.24 | −0.60 | 0.39 | 0.55 | − | − | − |
| Argentina | −1.45 | 0.37 | 0.23 | −0.73 | 0.26 | 0.48 | −0.66 | 0.42 | 0.52 | − | − | − |
| Brazil | 0.29 | 0.24 | 1.34 | −1.03 | 0.25 | 0.36 | 0.29 | 0.32 | 1.33 | −1.11 | 0.45 | 0.33 |
| South Africa | −0.68 | 0.29 | 0.51 | −0.74 | 0.26 | 0.48 | 0.31 | 0.32 | 1.36 | −1.48 | 0.51 | 0.23 |
| North India | −0.22 | 0.27 | 0.80 | −1.93 | 0.24 | 0.15 | − | − | − | 0.28 | 0.32 | 1.32 |
| South India | −0.41 | 0.27 | 0.66 | −1.34 | 0.25 | 0.26 | 0.48 | 0.30 | 1.62 | 1.00 | 0.29 | 2.71 |
| New Zealand | −0.62 | 0.30 | 0.54 | −0.18 | 0.29 | 0.83 | 0.29 | 0.39 | 1.34 | 0.46 | 0.34 | 1.58 |
| Intercept | −1.14 | 0.37 | 0.32 | 1.30 | 0.32 | 3.67 | −5.66 | 0.65 | 0.00 | −2.69 | 0.53 | 0.07 |
| Nagelkerke R2 (%) | 8.16 | 16.78 | 10.86 | 8.56 | ||||||||
p < 0.05;
p < 0.01 (Bonferroni correction); OR, Odds ratio.
Reference category.
Some countries were excluded from this analysis because less than five participants reported the specific category.
Binary logistic regression: cultural dimensions and values as predictors of happiness definition categories.
| Individualism/collectivism | −0.01 | 0.00 | 0.99 | 0.00 | 0.00 | 1.00 | −0.00 | 0.00 | 1.00 | −0.00 | 0.00 | 1.00 |
| Indulgence/restraint | −0.01 | 0.01 | 0.99 | 0.00 | 0.00 | 1.00 | 0.02 | 0.01 | 1.02 | −0.01 | 0.00 | 1.00 |
| Traditional/secular values | 0.39 | 0.10 | 1.47 | 0.52 | 0.07 | 1.68 | 0.80 | 0.10 | 2.23 | 0.22 | 0.08 | 1.25 |
| Survival/expression values | 0.33 | 0.10 | 1.40 | 0.07 | 0.07 | 1.07 | −0.24 | 0.09 | 0.79 | 0.45 | 0.07 | 1.57 |
| Intercept | −0.84 | 0.24 | 0.43 | −0.83 | 0.18 | 0.44 | −2.27 | 0.27 | 0.10 | −0.43 | 0.17 | 0.65 |
| Nagelkerke R2 (%) | 1.16 | 5.59 | 4.79 | 5.11 | ||||||||
| Individualism/collectivism | −0.01 | 0.00 | 0.99 | 0.01 | 0.00 | 1.01 | 0.01 | 0.00 | 1.01 | 0.01 | 0.00 | 1.01 |
| Indulgence/restraint | −0.01 | 0.00 | 0.99 | −0.00 | 0.00 | 1.00 | −0.01 | 0.01 | 0.99 | −0.03 | 0.01 | 0.97 |
| Traditional/secular values | 0.43 | 0.09 | 1.54 | −0.28 | 0.07 | 0.75 | −0.67 | 0.16 | 0.50 | −0.29 | 0.13 | 0.75 |
| Survival/expression values | 0.08 | 0.08 | 1.08 | 0.10 | 0.07 | 1.11 | 0.13 | 0.13 | 1.14 | 0.50 | 0.14 | 1.65 |
| Intercept | −0.63 | 0.22 | 0.53 | 0.47 | 0.17 | 1.60 | −3.15 | 0.31 | 0.04 | −2.00 | 0.30 | 0.14 |
| Nagelkerke R2 (%) | 3.61 | 0.92 | 2.39 | 3.7 | ||||||||
p < 0.05;
p < 0.01 (Bonferroni correction); OR, Odds ratio.
Cultural dimensions and values are bipolar. Positive B values indicate higher individualism and indulgence, and higher secular and expression values; Some countries were excluded from analyses because less than five participants cited the subcategory.
Mexico and Argentina.
Norway.
Figure 3Correspondence map based on domain-related definitions of happiness and country.
Figure 4Correspondence map based on psychological definitions of happiness and country.
| Age (30 years) | 0.01 | 0.01 | 1.01 | −0.02 | 0.01 | 0.98 | 0.01 | 0.01 | 1.01 | −0.03 | 0.01 | 0.97 |
| Male | −0.29 | 0.10 | 0.75 | −0.04 | 0.11 | 1.04 | −0.12 | 0.12 | 0.89 | −0.04 | 0.18 | 0.96 |
| Tertiary | 0.09 | 0.10 | 1.09 | 0.27 | 0.11 | 1.31 | 0.09 | 0.12 | 0.91 | 0.01 | 0.18 | 1.01 |
| Married | −0.04 | 0.14 | 1.04 | −0.13 | 0.15 | 0.88 | −0.20 | 0.16 | 0.82 | 0.45 | 0.28 | 1.56 |
| Cohabiting | 0.10 | 0.20 | 1.10 | −0.13 | 0.23 | 0.88 | −0.23 | 0.24 | 0.79 | 0.14 | 0.38 | 1.15 |
| Divorced/ widowed | −0.29 | 0.19 | 0.75 | −0.04 | 0.22 | 0.96 | −0.08 | 0.22 | 0.92 | 0.39 | 0.38 | 1.47 |
| Religion (none)1 | ||||||||||||
| Having religion | −0.01 | 0.14 | 0.99 | −0.02 | 0.16 | 1.02 | 0.13 | 0.17 | 1.13 | −0.10 | 0.25 | 0.90 |
| Italy | 0.46 | 0.21 | 1.58 | −0.43 | 0.23 | 0.65 | −0.96 | 0.27 | 0.38 | −0.32 | 0.40 | 0.72 |
| Norway | −0.53 | 0.25 | 0.59 | −1.88 | 0.37 | 0.15 | −0.11 | 0.28 | 0.90 | 0.16 | 0.41 | 1.18 |
| Croatia | −0.93 | 0.27 | 0.40 | 0.44 | 0.25 | 1.55 | −0.8 | 0.32 | 0.44 | 0.05 | 0.42 | 1.05 |
| Hungary | 0.51 | 0.25 | 1.67 | −0.73 | 0.29 | 0.48 | −0.53 | 0.31 | 0.59 | 0.54 | 0.40 | 1.72 |
| USA | −0.08 | 0.24 | 0.92 | −0.42 | 0.26 | 0.66 | −0.43 | 0.29 | 0.65 | −0.14 | 0.44 | 0.87 |
| Mexico | −0.76 | 0.25 | 0.47 | −0.70 | 0.26 | 0.50 | −0.59 | 0.28 | 0.56 | − | − | − |
| Argentina | −0.09 | 0.22 | 0.92 | −1.13 | 0.27 | 0.32 | −0.54 | 0.26 | 0.58 | − | − | − |
| Brazil | −0.56 | 0.23 | 0.57 | −0.51 | 0.24 | 0.60 | −0.30 | 0.26 | 0.74 | −1.07 | 0.52 | 0.34 |
| South Africa | −0.37 | 0.22 | 0.69 | −0.45 | 0.24 | 0.64 | 0.18 | 0.24 | 1.20 | 0.45 | 0.35 | 1.57 |
| North India | −0.23 | 0.25 | 0.80 | −0.99 | 0.30 | 0.37 | −1.13 | 0.36 | 0.32 | −0.73 | 0.53 | 0.48 |
| South India | 0.47 | 0.23 | 1.61 | −0.63 | 0.26 | 0.53 | −0.77 | 0.29 | 0.46 | −0.75 | 0.49 | 0.47 |
| New Zealand | −0.04 | 0.22 | 0.96 | −0.42 | 0.24 | 0.66 | 0.25 | 0.24 | 1.29 | 0.18 | 0.37 | 1.19 |
| Intercept | −0.10 | 0.32 | 0.90 | −0.74 | 0.36 | 0.48 | −0.74 | 0.38 | 0.48 | −2.19 | 0.59 | 0.11 |
| Nagelkerke R2 (%) | 6.78 | 6.69 | 4.83 | 4.40 | ||||||||
| Age (30 years) | 0.00 | 0.01 | 1.00 | 0.01 | 0.01 | 1.01 | 0.01 | 0.01 | 1.01 |
| Male | −0.18 | 0.18 | 0.83 | −0.16 | 0.15 | 0.85 | 0.04 | 0.18 | 1.04 |
| Tertiary | 0.38 | 0.18 | 1.47 | −0.07 | 0.15 | 0.93 | −0.31 | 0.18 | 0.74 |
| Married | −0.13 | 0.24 | 0.88 | −0.12 | 0.21 | 0.89 | −0.39 | 0.26 | 0.67 |
| Cohabiting | −0.28 | 0.37 | 0.76 | 0.06 | 0.31 | 1.06 | 0.27 | 0.33 | 1.31 |
| Divorced/ widowed | 0.13 | 0.32 | 1.14 | −0.06 | 0.29 | 0.94 | −0.07 | 0.35 | 0.93 |
| Religion (none)1 | |||||||||
| Having religion | −0.04 | 0.26 | 0.96 | 0.17 | 0.23 | 1.19 | 0.02 | 0.24 | 1.02 |
| Italy | 0.62 | 0.39 | 1.87 | −1.19 | 0.33 | 0.31 | −0.13 | 0.43 | 0.88 |
| Norway | 0.08 | 0.50 | 1.08 | −0.77 | 0.35 | 0.46 | 0.72 | 0.41 | 2.05 |
| Croatia | 0.40 | 0.47 | 1.49 | − | − | − | 0.45 | 0.45 | 1.56 |
| Hungary | 0.00 | 0.52 | 1.00 | −0.33 | 0.35 | 0.72 | −0.45 | 0.55 | 0.64 |
| USA | −0.04 | 0.51 | .96 | −1.04 | 0.38 | 0.35 | 0.92 | 0.40 | 2.54 |
| Mexico | 0.13 | 0.47 | 1.14 | −1.24 | 0.38 | 0.29 | − | − | − |
| Argentina | 1.19 | 0.38 | 3.27 | − | − | − | − | − | − |
| Brazil | −0.46 | 0.52 | 0.63 | 0.37 | 0.26 | 1.45 | −0.74 | 0.55 | 0.48 |
| South Africa | 0.54 | 0.41 | 1.71 | −0.33 | 0.28 | 0.72 | 0.37 | 0.41 | 1.44 |
| North India | −0.21 | 0.56 | 0.81 | −0.43 | 0.33 | 0.65 | 0.33 | 0.48 | 1.39 |
| South India | −0.23 | 0.52 | 0.80 | −1.74 | 0.46 | 0.18 | −0.14 | 0.49 | 0.87 |
| New Zealand | −0.13 | 0.47 | 0.88 | −0.69 | 0.32 | 0.50 | 0.85 | 0.39 | 2.33 |
| Intercept | −2.97 | 0.61 | 0.05 | −1.17 | 0.47 | 0.31 | −2.12 | 0.60 | 0.12 |
| Nagelkerke R2 (%) | 4.76 | 7.00 | 5.84 | ||||||
N participants = 1899;
p < 0.05;
p < 0.01 (Bonferroni correction); OR, Odds ratio.
Reference category.
Some countries were excluded from analysis because less than five participants cited the subcategory.
| Individualism/collectivism | 0.01 | 0.00 | 1.01 | −0.01 | 0.00 | 0.99 | −0.00 | 0.00 | 1.00 | 0.01 | 0.01 | 1.01 |
| Indulgence/restraint | −0.01 | 0.00 | 0.99 | −0.01 | 0.00 | 0.99 | 0.01 | 0.00 | 1.01 | −0.01 | 0.01 | 0.99 |
| Traditional/secular values | 0.01 | 0.00 | 1.01 | 0.00 | 0.00 | 1.00 | 0.01 | 0.00 | 1.01 | 0.01 | 0.01 | 1.01 |
| Survival/expression values | −0.12 | 0.07 | 0.89 | 0.02 | 0.08 | 1.02 | −0.03 | 0.09 | 0.97 | −0.21 | 0.13 | 0.81 |
| Intercept | −0.74 | 0.21 | 0.48 | −0.39 | 0.22 | 0.68 | −1.45 | 0.26 | 0.23 | −2.58 | 0.39 | 0.08 |
| Nagelkerke R2 (%) | 2.63 | 1.02 | 1.27 | 2.06 | ||||||||
| Individualism/collectivism | 0.00 | 0.01 | 1.00 | −0.01 | 0.00 | 0.99 | 0.01 | 0.01 | 1.01 |
| Indulgence/restraint | 0.00 | 0.01 | 1.00 | −0.01 | 0.00 | 1.00 | −0.01 | 0.01 | 0.99 |
| Traditional/secular values | −0.01 | 0.01 | 0.99 | −0.01 | 0.00 | 1.00 | 0.03 | 0.01 | 1.03 |
| Survival/expression values | −0.18 | 0.13 | 0.84 | −0.09 | 0.11 | 0.92 | 0.29 | 0.14 | 1.34 |
| Intercept | −2.76 | 0.38 | 0.06 | −1.15 | 0.29 | 0.32 | −2.76 | 0.40 | 0.06 |
| Nagelkerke R2 (%) | 0.45 | 1.46 | 3.89 | ||||||
p < 0.05;
p < 0.01 (Bonferroni correction); OR, Odds ratio.
Cultural dimensions and values are bipolar. Positive B values indicate higher individualism and indulgence, and higher secular and expression values; Some countries were excluded from analyses because less than five participants cited the subcategory.
Mexico and Argentina.
Croatia and Argentina.