Abstract
The social indicator movement has realized a considerable increase in importance during the last 50 years. This happened not the least by the publications in the journal Social Indicators Research. Social indicators have been developed for many aspects of life. The scores on these indicators often are compared through time and across groups. An essential requirement for such research is that the measures used are comparable through time and across groups. The comparability through time is not such a big problem but the comparability of measures across groups is not so obvious. This requires harmonization of indicators based on objective variables and invariance testing for indicators based on subjective and objective variables. In this paper we discuss how the comparability of different types of social indicators based on subjective and objective variables can be tested using invariance testing. This is a relevant issue because the existing testing procedure is designed for only one type of social indicators and this test is not directly applicable on the other types of social indicators.
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Adcock, R., & Collier, D. (2001). Measement validity: a shared standard for qualitative and quantitative research. American Political Science Review, 95(3), 529–546.
Almond, G., & Verba, S. (1963). The civic culture: political attitudes and democracy in five nations. Princeton: Princeton University Press.
Anbrews, F. M. (1980). Comparative studies of life quality: comments on the current state of the art and some issues for future research. In A. Szalai & F. M. Andrews (Eds.), The quality of life (pp. 273–286). London: Sage Publications.
Anderson, R. B. W. (1967). On the comparability of meaningful stimuli in cross cultural research. Sociometry, 30(2), 124–136.
Blalock, H. M., Jr. (1990). Auxilary measurement theories revisited. In J. J. Hox & J. de Jong-Gierveld (Eds.), Operationalization and research strategy (pp. 33–49). Amsterdam: Swets and Zeitlinger.
Bollen, K., & Paxton, P. (1998). Detection and determinants of bias in subjective measures. American Sociological Review, 63, 465–478.
Byrne, B. M., Shavelson, R. J., & Muthén, B. (1989). Testing for the equivalence of factor covariance and mean structures: The issue of partial measurement invariance. Psychological Bulletin, 105(3), 456.
Coromina, L., Saris, W. E., Oberski, D. (2008). The Quality of the measurement of interest in the political issues in the media in the ESS. Ask. Research and Methods, 17(1), 7–37.
Coromina, L., Saris, W., & Lilileoja L. (2012). Measurement of concepts based on the media module of the ESS. RECSM Working Paper 25.
Davidov, E. (2009). Meausurement equivalence of nationalism and constructive patriotism in the ISSP. 34 countries in comparative perspective. Political Analysis, 17(1), 64–82.
Davidov, E., Meuleman, B., Billiet, J., & Schmidt, P. (2008). Values and support for immigration: A cross-country comparison. European Sociological Review, 24, 58–99.
Harkness, J. (2005). ISSP Translation Work Group Report to the ISSP General Assembly. http://www.gesis.org/fileadmin/upload/dienstleistung/daten/umfragedaten/issp/ISSP_translation_report_05.pdf (Online 6 May 2009).
Harkness, J. A. (2008). Comparative survey research: Goal and challenges. In E. D. de Leeuw, J. J. Hox, & D. A. Dillman (Eds.), International handbook of survey methodology (pp. 56–77). New York: L. Erlbaum Associates.
Harkness, J. A., & Schoua-Glusberg, A. (1998). Questionnaires in Translation. ZUMA-Nachrichten Spezial, 3, 87–126.
Horn, J. L., McArdle, J., & Mason, R. (1983). When is invariance not invariant: A practical scientist’s look at the ethereal concept of factor invariance. The Southern Psychologist, 1, 179–188.
Jöreskog, K. G. (1971). Simultaneous factor analysis in several populations. Psychometrika, 34, 409–426.
Jöreskog, K. G., & van Thillo, M. (1973). LISREL-A general computer program for estimating a linear structural equation system involving unmeasured variables (Research Report No. 73–5). Uppsala, Swed: University of Uppsala.
King, G., Murray, C. J. J., Solomon, J. A., & Tandon, A. (2004). Enhancing the validity and cross-cultural comparability in survey research. American Political Science Review, 98(1), 191–207.
Lawley, D. N., & Maxwell, A. E. (1971). Factor analysis as a statistical method. London: Butterworth.
Meredith, W. (1993). Measurement invariance, factor analysis and factorial invariance. Psychometrika, 58, 525–543.
Northrop, F. S. C. (1947). The logic of the sciences and the humanities. New York: World Publishing Company.
Pirralha, A., & Weber, W. (2014) Evaluations of the measurement of the concepts ‘Political Satisfaction’ and ‘Quality of state services’. RECSM Working Paper 40.
Przeworski, A., & Teune, H. (1966/67). Equivalence in cross-national research. Public Opinion Quarterly, 30(4), 551–568
Revilla, M., & Saris, W. (2012). Evaluation of the experiments in the supplementary questionnaire of the Round 5 of the ESS. Barcelona: RECSM.
Rokkan, S., Verba, S., Viet, J., & Almasy, E. (1969). Comparative survey analysis. Paris: Mouton.
Saris, W. E., & Gallhofer, I. N. (2004). Cross-cultural research comparability: The effects of random and systematic errors. An ESS report about the data collected in Round 1. Barcelona: RECSM.
Saris, W. E., & Gallhofer, I. N. (2014). Design, evaluation and analysis of questionnaires for survey Research (2nd ed.). Hoboken: Wiley.
Steenkamp, J., & Baumgartner, H. (1998). Assessing measurement invariance in cross-national consumer research. Journal of Consumer Research, 25, 78–90.
Van der Veld, W., & Saris, W. (2011). Causess of generlized social trust. In E. Davidov, P. Schmidt, & J. Billiet (Eds.), Cross cultural research: Methods and applications (pp. 207–247). New York: Routledge.
Van Deth, J. (Ed.). (1998). Comparative politics: The problem of equivalence. London: Routledge.
Zavala-Rojas, D. (2012). Evaluation of the concepts ‘Trust in institutions’ and ‘Trust in authorities’ (European Social Survey Deliverable 12.4: Evaluation of questions and concepts—report 2 (Political Trust)). RECSM Working Paper 29.
Zavala-Rojas, D. (2016). Unpublished Ph.D. dissertation Barcelona, Universitat Pompeu Fabra.
Zavala-Rojas, D., & Saris, W. E. (2015). Cross cultural or cross national research? The role of language in a comparative survey (unpublished working paper).
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Saris, W.E., Pirralha, A. & Zavala-Rojas, D. Testing the Comparability of Different Types of Social Indicators Across Groups. Soc Indic Res 135, 927–939 (2018). https://doi.org/10.1007/s11205-016-1506-z
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DOI: https://doi.org/10.1007/s11205-016-1506-z