The Divergent Meanings of Life Satisfaction: Item Response Modeling of the Satisfaction with Life Scale in Greenland and Norway Article Accepted: 07 October 2004 DOI:
10.1007/s11205-004-4644-7 Cite this article as: Vittersø, J., Biswas-Diener, R. & Diener, E. Soc Indic Res (2005) 74: 327. doi:10.1007/s11205-004-4644-7 Abstract
Cultural differences in response to the Satisfaction With Life Scale (SWLS) items is investigated. Data were fit to a mixed Rasch model in order to identify latent classes of participants in a combined sample of Norwegians (
N = 461) and Greenlanders ( N = 180). Initial analyses showed no mean difference in life satisfaction between the two subsamples. After transforming the ordinal raw scores into interval scales while simultaneously controlling for response bias, different results appeared. First, approximately 80% of the participants in the Greenlandic subsample fit a latent class with a large degree of random responding to the SWLS. Second, relative to the Norwegians, more Greenlanders were using extreme categories in responding to the SWLS. After statistically controlling for this tendency, Norwegians were in general more satisfied with their lives than Greenlanders. Third, Greenlanders who belonged to one specific latent class were more satisfied than their Norwegian counterparts. A salient feature of this class was the relative unwillingness of respondents to change the circumstances of their lives if they were given such an opportunity. The above results are a reminder of the care that must be used in analyzing survey data across cultures. The analytical strategy applied in the article offers an improved approach to handling such data. Keywords Greenland item response modeling Norway satisfaction with life subjective well-being References Andrich, D., Jong, J.A.L., Sheridan, B.E. 1997 ‘Diagnostic opportunities with the Rash model for ordered response categories’ Rost, J Langeheine, R. eds. Application of Latent Trait and Latent Class Models in the Social Sciences Waxman Münster 59 72 Google Scholar Bem, D.J., Allen, A. 1974 ‘On predicting some of the people some of the time: the search for cross-situational consistence in behavior’ Psychological Review 81 506 20 Google Scholar
Biswas-Diener, R., J. Vittersø and E. Diener: (2003), ‘Most people are pretty happy, but there is cultural variation: The Inughuit, the Amish, and the Maasai’, Manuscript submitted for publication.
Bond, T.G., Fox, C.M. 2001Applying the Rash model: Fundamental measurement in the human sciences Lawrence Erlbaum Mathwah, NJ Google Scholar Byrne, B.M., Watkins, D. 2003 ‘The issue of measurement invariance revisited’ Journal of Cross-Cultural Psychology 34 155 175 CrossRef Google Scholar Campbell, D.T., Fiske, D.W. 1959 ‘Covergent and discriminant validation by the multitrait-multimethod matrix’ Psychological Bulletin 56 81 105 PubMed Google Scholar Cheung, G.W., Rensvold, R.B. 2000 ‘Assessing extreme and acquiescence response set in cross-cultural research using structural equation modeling’ Journal of Cross-Cultural Psychology 21 187 212 Google Scholar Cheung, M.W.L., Chan, W. 2002 ‘Reducing uniform response bias with ipsative measurement in multiple-group confirmatory factor analysis’ Structural Equation Modeling 9 55 77 CrossRef MathSciNet Google Scholar Diener, E., Lucas, R.E. 2000 ‘Explaining differences in societal levels of happiness: Relative standards, need fulfilment, culture, and evaluation theory’ Journal of Happiness Studies 1 41 78 CrossRef Google Scholar Eid, M. 1997 ‘Happiness and satisfaction: An application of a latent state-trate model for ordinal variables’ Rost, J. Langeheine, R. eds. Application of Latent Trait and Latent Class Models in the Social Sciences Waxman Münster 148 154 Google Scholar Eid, M., Diener, E. 2001 ‘Norms for Experiencing Emotions in Different Cultures: Inter- and Intranational Differences’ Journal of Personality and Social Psychology 81 869 885 CrossRef PubMed Google Scholar Embretson, S.E., Reise, S.P. 2000Item Response Theory for Psychologists Lawrence Erlbaum Ass London Google Scholar Fiske, A. P. 1995 ‘The cultural dimensions of psychological research: Method effects imply cultural mediation’ Shrout, P. Fiske, S. eds. Personality Research, Methods, and Theory Lawrence Erlbaum Hillsdale, N.J 271 294 Google Scholar Gigerenzer, G. 1998 ‘Surrogates for theories’ Theory & Psychology 8 195 204 Google Scholar
Grønlands Statistik: (2000), Grønland 2000. Statistisk Årbog (Grønlands hjemmestyre, Nuuk, Grønland).
Hayduk, L. 2003 ‘Pearl’s D-separation: One more step into causal thinking’ Structural Equation Modeling 10 289 311 CrossRef MathSciNet Google Scholar Holland, J.H., Holloak, K.J., Nisbett, R.E., Thagard, P.R. 1989Induction. Processes of Inference, Learning, and Discovery The MIT Press London Google Scholar Jackson, M.L. 1984Self-esteem and meaning A life-historical investigation State University of New York Press Albany Google Scholar Landauer, T.K., Dumais, S.T. 1997 ‘A solution to Plato’s problem. The Latent Semantic Analysis theory of acquisition,induction,and representation of knowledge’ Psychological Review 104 211 240 CrossRef Google Scholar Langeheine, R., Pannekoek, J., Pol, F. 1996 ‘Bootstrapping goodness-of-fit measures in categorical data analysis’ Sociological Methods and Research 24 492 516 Google Scholar Lazarsfeld, P.F. 1950 ‘The logical and mathematical foundation of latent structure analysis’ Stouffer, S.A. Guttman, L. Suchman, E.A. Lazardsfeld, P.F. Star, S.A. Clausen, J.A. eds. Studies in Social Psychology in World War II Princeton University Press Princeton, NJ 362 412 Google Scholar Lucas, R.E., Clark, A.E., Georgellis, Y., Diener, E. 2003 ‘Re-examining adaptation and the setpoint model of happiness: Reactions to changes in marital status’ Journal of Personality and Social Psychology 84 527 539 PubMed Google Scholar Mayr, E. 1982The Growth of Biological Thought Diversity, Evolution, and Inheritance Harvard University Press Cambridge Google Scholar Michell, J. 1990An Introduction to the Logic of Psychological Measurement Lawrence Erlbaum Hillsdale, NJ Google Scholar Michell, J. 1999Measurement in Psychology: Critical History of a Methodological concept Cambridge University Press New York Google Scholar Murphy, G.L. 2002The Big Book of Concepts The MIT Press London Google Scholar Osgood, C.E. 1969 ‘On the whys and wherefores of E, P, and A’ Journal of Personality and Social Psychology 12 194 199 PubMed Google Scholar Osgood, C.E., Suci, G.J., Tannenbaum, P.H. 1957The Measurement of Meaning University of Illinois Press Urbana, Ill Google Scholar Pavot, W., Diener, E. 1993 ‘Review of the Satisfaction With Life Scale’ Psychological Assessment 5 164 172 CrossRef Google Scholar Poortinga, Y.H. 1989 ‘Equivalence of cross-cultural data: An overview of basic issues’ Internartional Journal of Psychology 2 737 756 Google Scholar Rost, J., Carstensen, C., Davier, M. 1997 ‘Applying the mixed rash model to personality questionnaires’ Rost, J. Langeheine, R. eds. Application of Latent Trait and Latent Class Models in the Social Sciences Waxman Münster 324 332 Google Scholar Rost, J., Langeheine, R. 1997 ‘A guide through latent structure models for categorical data’ Rost, J. Langeheine, R. eds. Application of Latent Trait and Latent Class Models in the Social Sciences Waxman Münster 13 37 Google Scholar Scheff, T.J. 1997Emotions, The social Bond,and Human Reality Part/Whole Analysis Cambridge University Press Cambridge, IK Google Scholar Schwarz, N., Strack, F. 1999 ‘Reports of subjective well-being: Judgmental processes and their methodological implications’ Kahneman, D. Diener, E. Schwarz, N. eds. Well-Being: The Foundations of Hedonic Psychology Russell Sage Foundation New York 61 84 Google Scholar Schyns, P. 1998 ‘Cross-national differences in happiness: Economic and cultural factors explored’ Social Indicators Research 43 3 26 CrossRef Google Scholar Shipley, B. 2000Cause and Correlation in biology A Users Guide to Path Analysis,Structural Equations and Causal Inference Cambridge University Press Cambridge, UK Google Scholar Smedslund, J. 1988 ‘What is measured by a psychological measure?’ Scandinavian Journal of Psychology 29 148 151 Google Scholar Thagard, P. 1992Conceptual Revolutions Princeton University Press Princeton, N.J Google Scholar Thagard, P. 1999How Scientists Explain Disease Princeton University Press Princeton, N.J Google Scholar Vijver, F., Leung, K. 1997Methods and Data Analyisis for Cross-Cultural Data Sage London Google Scholar Vijver, F.J.R., Leung, K. 2000 ‘Methodological issues in psychological research on culture’ Journal of Cross-Cultural Psychology 31 33 51 Google Scholar Wittenboer, G., Hox, J.J., Leeuw, E.D. 1997 ‘Aberrant response pattern in elderly respondents: Latent class analysis of respondent scalability’ Rost, J. Langeheine, R. eds. Application of Latent Trait and Latent Class Models in the Social Sciences. Waxman Münster 155 162 Google Scholar Veenhoven, R. 1996 ‘Developments in satisfaction research’ Social Indicators Research 37 1 46 CrossRef Google Scholar
Vittersø, J.: (2003), ‘Qualities of life: Separating goal-orientation and plan-orientation in a multimodal model of well-being’, Manuscript submitted for publication.
Vittersø, J., Nilsen, F. 2002 ‘The conceptual and relational structure of subjective well-being, neuroticism, and extraversion: Neuroticism is again found to be the important predictor of happiness’ Social Indicators Research 57 89 118 CrossRef Google Scholar Davier, M. 2000WINMIRA 32 User Manual IPN – Institute for Science Education Kiel, Germany Google Scholar Watkins, D., Cheung, S. 1995 ‘Culture, gender, and response bias’ Journal of Cross-Cultural Psychology 26 490 504 Google Scholar