Abstract
In this chapter, we debate the data sources of our analysis and the statistical methods used. We mention the methodologies and data in the order of their occurrence in the present book. Our used data sources are the best available opinion surveys on the Arab countries in the world today, i.e., the Arab Opinion Index of the Arab Center for Research and Policy Studies in Doha, Qatar; the Arab Barometer, and the World Values Survey. For global opinion comparisons, we used the freely available PEW Spring 2018 Survey of the PEW Institute in Washington, D.C. For the analysis of Antisemitism, we rely on the ADL (2014) ADL-100 study by the Anti-Defamation League of Antisemitism in more than 100 countries. Our research also uses myriads of cross-national development data, made freely available online in EXCEL format at https://www.academia.edu/44295690/GULF_2020_Covid_19_PUBLIC_ACCESS_Data_base_for_the_book_Factors_affecting_the_Gulfs_future_Global_cycles_and_value_change_Springer_Publishing_Series_https_www_springer_com_series_16417_Gulf_Studies_edited_by_Prof_Mizanur_Rahman_Qatar_University. Our analysis was written in the well-established tradition of macro-quantitative and time series development research. We debate error margins and other statistical concepts and highlight such methods as factor analysis and econometric time series analysis, available via our used statistical program, the IBM-SPSS, XXIV.
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Notes
- 1.
The choropleth maps of this book were drawn using the free software developed by Robert Mundigl, available at https://www.clearlyandsimply.com/.
- 2.
Older approaches often assumed that there is no correlation between the factors, best representing the underlying dimensions of the variables. But for example, in attempting to understand the pro-Brexit vote in the UK it would be ridiculous to assume that, say, there is no correlation between anti-immigration attitudes and the feeling to be among the losers of globalization.
- 3.
The mathematical algorithm is described in https://www.ibm.com/support/knowledgecenter/en/SSLVMB_22.0.0/com.ibm.spss.statistics.algorithms/alg_factor_promax.htm. Interested readers are also referred to materials used at the University of Texas in Dallas, available at https://www.utdallas.edu/~herve/Abdi-rotations-pretty.pdf.
- 4.
- 5.
- 6.
- 7.
- 8.
- 9.
IBM SPSS 2007.
- 10.
- 11.
- 12.
- 13.
- 14.
Using PEW data in multivariate analysis, users have to make sure that the don’t knows and missing values are properly excluded.
- 15.
- 16.
- 17.
- 18.
- 19.
- 20.
- 21.
The available codebook describes the survey and sampling techniques for each country covered by the survey. The data download page is https://www.arabbarometer.org/survey-data/data-downloads/.
- 22.
- 23.
As stated on the website, “the operational base for the third wave is the Center for Strategic Studies in Jordan (CSS). This third phase was funded by the Canadian International Research and Development Centre (IDRC) and the United States Institute for Peace (USIP).”
- 24.
- 25.
Using PEW data in multivariate analysis, users have to make sure that the don’t knows and missing values are properly excluded.
- 26.
- 27.
- 28.
- 29.
- 30.
- 31.
- 32.
Data definitions for the current version of the KOF Index are available from: https://ethz.ch/content/dam/ethz/special-interest/dual/kof-dam/documents/Globalization/2018/Definitions_2018_2.pdf.
- 33.
- 34.
https://www.ibm.com/analytics/spss-statistics-software. The authors express thanks to the Department of Political Science, Innsbruck University, https://www.uibk.ac.at/politikwissenschaft/index.html.en for the opportunity to be able to use the software.
- 35.
Income per capita 2010 (n log EU = 100) and income per capita 2013 (n log EU = 100)2 constant.
- 36.
- 37.
References
Abdi, H. (2003). Factor rotations in factor analyses. Encyclopedia for research methods for the social sciences (pp. 792–795). Sage.
Achilov, D. (2013). Social capital, Islam, and the Arab Spring in the Middle East. Journal of Civil Society, 9(3), 268–286. https://doi.org/10.1080/17448689.2013.816541.
Alesina, A., Algan, Y., Cahuc, P., & Giuliano, P. (2015). Family values and the regulation of labor. Journal of the European Economic Association, 13(4), 599–630.
Alesina, A., & Giuliano, P. (2015). Culture and institutions. Journal of Economic Literature, 53(4), 898–944.
Alexander, A. C., Inglehart, R. F., & Welzel, C. (2012). Measuring effective democracy: A defense. International Political Science Review, 33(1), 41–62.
Al-Ississ, M., & Diwan, I. (2016). Preference for democracy in the Arab World. Politics and Governance, 4(4), 16–26. https://doi.org/10.17645/pag.v4i4.753.
Almond, G. A., & Verba, S. (1963). The civic culture: Political attitudes and democracy in five nations. Princeton University Press.
Arab Opinion Index. (2015). Arab Public Opinion Programme. Arab Center for Research and Policy Studies. http://english.dohainstitute.org/file/Get/6ad332dc-b805-4941-8a30-4d28806377c4. Accessed May 10, 2017
Arab Barometer III. (2017a). Center for Strategic Studies in Jordan (CSS). http://www.arabbarometer.org/content/arab-barometer-iii-0. Accessed May 10, 2017
Arab Opinion Index. (2017b). Arab Center for Research and Policy Studies. http://english.dohainstitute.org/portal. Accessed May 10, 2017
Babones, S. (2014). Methods for quantitative macro-comparative research. Sage.
Barro, R. J. (2003). Economic growth in a cross section of countries. International Library of Critical Writings in Economics, 159(1), 350–386.
Barro, R. J. (2003). Religion adherence data. Harvard University, Department of Economics. https://scholar.harvard.edu/Barro/publications/religion-adherence-data
Barro, R. J. (2006). Rare disasters and asset markets in the twentieth century. The Quarterly Journal of Economics, 121(3), 823–866.
Barro, R. J., Nakamura, E., & Ursúa, J. F. (2011). Crises and recoveries in an empirical model of consumption disasters (unpublished). Harvard University, Department of Economics.
Bartlett, M. S. (1946). On the theoretical specification of sampling properties of autocorrelated time series. Journal of Royal Statistical Society, Series B, 8, 27–27.
Basilevsky, A. T. (2009). Statistical factor analysis and related methods: Theory and applications (Vol. 418). Wiley.
Bauer, Y. (1993). Antisemitism as a European and world problem. Patterns of Prejudice, 27(1), 15–24.
Blalock, H. M. (1972). Social statistics. McGraw-Hill.
Bloomfield, P. (1976). Fourier analysis of time series. Wiley.
Bolt, J., Inklaar, R., de Jong, H., & Luiten van Zanden, J. (2018). Rebasing ‘Maddison’: New income comparisons and the shape of long-run economic development (Maddison Project Working Paper, No. 10). Available at www.ggdc.net/maddison
Bolt, J., & van Zanden, J. L. (2013). The first update of the Maddison project; re-estimating growth before 1820 (Maddison Project Working Paper 4). http://www.ggdc.net/maddison/maddison-project/home.htm
Bornschier, V. (1980). Multinational corporations and economic growth: A cross-national test of the decapitalization thesis. Journal of Development Economics, 7(2), 191–210.
Bornschier, V. (1980). Multinational corporations, economic policy and national development in the world system. International Social Science Journal, 32(1), 158–172.
Bornschier, V. (1983). World economy, level development and income distribution: An integration of different approaches to the explanation of income inequality. World Development, 11(1), 11–20.
Bornschier, V., & Ballmer-Cao, T. H. (1978). Multinational corporations in the world economy and national development: An empirical study of income per capita growth (1960–1975). Department of Sociology, University of Zurich.
Bornschier, V., & Ballmer-Cao, T. H. (1979). Income inequality: A cross-national study of the relationships between MNC-penetration, dimensions of the power structure and income distribution. American Sociological Review, 487–506.
Bornschier, V., & Chase-Dunn, C. (1985). Transnational corporations and underdevelopment. Frederic Praeger.
Bornschier, V., Chase-Dunn, Ch. K., & Rubinson, R. (1978). Cross-national evidence of the effects of foreign investment and aid on economic growth and inequality: A survey of findings and a reanalysis. American Journal of Sociology, 84(3), 651–683.
Box, G. E. P., & Jenkins, G. M. (1976). Time series analysis: Forecasting and control (rev. ed.). Holden-Day.
Braithwaite, V. A., & Law, H. G. (1985). Structure of human values: Testing the adequacy of the Rokeach Value Survey. Journal of Personality and Social Psychology, 49(1), 250.
Brenner, P. S. (2016). Cross-national trends in religious service attendance. Public Opinion Quarterly, nfw016.
Browne, M. W. (2001). An overview of analytic rotation in exploratory factor analysis. Multivariate Behavioral Research, 36(1), 111–150.
Cattell, R. (Ed.). (2012). The scientific use of factor analysis in behavioral and life sciences. Springer.
Ciftci, S. (2010). Modernization, Islam, or social capital: What explains attitudes toward democracy in the Muslim world? Comparative Political Studies, 43(11), 1442–1470.
Ciftci, S. (2012). Islamophobia and threat perceptions: Explaining anti-Muslim sentiment in the west. Journal of Muslim Minority Affairs, 32(3), 293–309. https://doi.org/10.1080/13602004.2012.727291.
Ciftci, S. (2013). Secular-Islamist cleavage, values, and support for democracy and Shari'a in the Arab World. Political Research Quarterly, 66(4), 781–793. Available at SSRN https://ssrn.com/abstract=2920382
Ciftci, S., & Bernick, E. M. (2015). Utilitarian and modern: Clientelism, citizen empowerment, and civic engagement in the Arab World. Democratization, 22(7), 1161–1182. https://doi.org/10.1080/13510347.2014.928696.
Clarke, K. A. (2005). The phantom menace: Omitted variable bias in econometric research. Conflict Management and Peace Science, 22(4), 341–352.
Clarke, K. A. (2009). Return of the phantom menace: Omitted variable bias in political research. Conflict Management and Peace Science, 26(1), 46–66.
Clauß, G., & Ebner, H. (1970). Grundlagen der Statistik für Psychologen. Volk und Wissen Volkseigener Verlag.
Cook, R. D. (1977). Detection of influential observations in linear regression. Technometrics, 19, 15–18.
Cornell University Roper Center. (2017). Polling fundamentals—Total survey error. https://ropercenter.cornell.edu/support/polling-fundamentals-total-survey-error/. Accessed May 10, 2017
Cryer, J. D. (1986). Time series analysis. Duxbury Press.
Davidov, E., Schmidt, P., & Schwartz, S. H. (2008). Bringing values back in: The adequacy of the European social survey to measure values in 20 countries. Public Opinion Quarterly, 72(3), 420–445.
Dempster, A. P. (1969). Elements of continuous multivariate analysis. Addison-Wesley.
Devezas, T. C. (2010). Crises, depressions, and expansions: Global analysis and secular trends. Technological Forecasting and Social Change, 77(5), 739–761.
Devezas, T. C. (2012). The recent crisis under the light of the long wave theory. In L. E. Grinin, T. C. Devezas, & A. V. Korotayev (Eds.), Kondratieff waves. Dimensions and prospects at the dawn of the 21st century (pp. 138–175). Uchitel.
Devezas, T. C. (Ed.). (2006). Kondratieff waves, warfare and world security. In Proceedings of the NATO Advanced Research Workshop on The Influence of Chance Events and Socioeconomic Long Waves in the New Arena of Asymmetric Warfare, Covilhã, Portugal, February 14–18, 2005. IOS Press.
Diebolt, C. (2012). Cliometrics of economic cycles in France. In L. E. Grinin, T. C. Devezas, & A. V. Korotayev (Eds.), Kondratieff waves. Dimensions and prospects at the dawn of the 21st century (pp. 120–137). Uchitel.
Dziuban, C. D., & Shirkey, E. C. (1974). When is a correlation matrix appropriate for factor analysis? Psychological Bulletin, 81, 358–361.
El Kurd, D. (2017). Policing expression: A survey experiment on the efficacy of repression in Saudi Arabia. Journal of Arabian Studies, 7(2), 265–282.
Fabrigar, L. R., Wegener, D. T., MacCallum, R. C., & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4(3), 272).
Finch, H. (2006). Comparison of the performance of Varimax and Promax rotations: Factor structure recovery for dichotomous items. Journal of Educational Measurement, 43(1), 39–52.
Fox, A. M., Alzwawi, S. A., & Refki, D. (2016). Islamism, secularism and the woman question in the aftermath of the Arab Spring: Evidence from the Arab Barometer. Politics & Governance, 4(4), 40–57. https://doi.org/10.17645/pag.v4i4.767.
Fuller, W. A. (1976). Introduction to statistical time series. Wiley.
Goldstein, J. S. (1988). Long cycles: Prosperity and war in the modern age. Yale University Press.
Gorman, B. (2015). The case for cognitive interviewing techniques in the post-Arab spring environment. Middle East Law and Governance, 7(1), 50–60. https://doi.org/10.1163/18763375-00701011.
Gorsuch, R. L. (1983). Factor analysis. Erlbaum.
Grim, B. J. (2014). Growing religion and growing religious restrictions: A global overview. International Area Studies Review, 17(2), 134–145. https://doi.org/10.1177/2233865914537054.
Grinin, L., Tausch, A., & Korotayev, A. (2016). Economic cycles, crises, and the global periphery. Springer.
Haerpfer, C., Inglehart, R., Moreno, A., Welzel., Kizilova., Diez-Medrano J., M. Lagos, P. Norris, E. Ponarin, & B. Puranen et al. (Eds.). (2020). World Values Survey: Round Seven–Country-Pooled Datafile. Madrid, Spain & Vienna, Austria: JD Systems Institute & WVSA Secretariat. doi.org/https://doi.org/10.14281/18241.1
Harman, H. H. (1976). Modern Factor Analysis (3rd ed.). University of Chicago Press.
Hedges, L. V., & Olkin, I. (2014). Statistical methods for meta-analysis. Academic press.
Hoffman, M., & Jamal, A. (2012). The youth and the Arab Spring: Cohort differences and similarities. Middle East Law and Governance, 4(1), 168–188). doi:https://doi.org/10.1163/187633712X632399).
Holland, J., & Campbell, J. (2005). Methods in development research: Combining qualitative and quantitative approaches. ITDG.
Hosseini, S. H., & Saha, L. J. (2018). How ‘Critically Open-Minded’ Are We? An Australian Perspective Through the World Values Survey. Social Indicators Research, 136(3), 1211–1236.
IBM (2014). IBM SPSS Statistics 21 Documentation. Available at http://www-01.ibm.com/support/docview.wss?uid=swg27024972#en .
Inglehart, R. F. (1988). The renaissance of political culture. American Political Science Review, 82(04), 1203–1230.
Inglehart, R. F. (1990). Culture shift in advanced industrial countries. Princeton University Press.
Inglehart, R. F. (2006). Mapping global values. Comparative Sociology, 5(2), 115–136.
Inglehart, R. F., & Baker, W. E. (2000). Modernization, cultural change, and the persistence of traditional values. American Sociological Review, 65(1), (19–51). http://scholaR.F.google.at/citations?view_op=view_citation&hl=de&user=r3vC6IAAAAAJ&citation_for_view=r3vC6IAAAAAJ:9yKSN-GCB0IC. Accessed May 10, 2017
Inglehart, R. F., & Norris, P. (2012). The four horsemen of the apocalypse: Understanding human security. Scandinavian Political Studies, 35(1), 71–95.
Inglehart, R. F., & Norris, P. (2003a). Rising tide: Gender equality and cultural change around the world. Cambridge University Press.
Inglehart, R. F., & Norris, P. (2003b). The true clash of civilizations. Foreign Policy, 63–70.
Inglehart, R. F., & Norris, P. (2016). Trump, Brexit, and the rise of populism: Economic have-nots and cultural backlash (HKS Working Paper No. RWP16–026). http://ssrn.com/abstract=2818659). Accessed May 10, 2017
Inglehart, R. F., & Welzel, C. (2003). Political Culture and Democracy: Analyzing Cross-Level Linkages. Comparative Politics, 36(1), 61–79.
Inglehart, R. F., & Welzel C. (2009). How development leads to democracy. What we know about modernization. Foreign Affairs, March, April. http://www.foreignaffairs.com/articles/64821/ronald-Inglehart-and-christian-welzel/how-development-leads-to-democracy. Accessed May 10, 2017
Inglehart, R. F., Haerpfer, C., Moreno, A., Welzel, C., Kizilova, K., Diez-Medrano, J., Lagos, M., Norris, P., Ponarin, E., & Puranen, B., et al. (Eds.). (2014). World Values Survey: Round six—Country-pooled datafile version. JD Systems Institute. https://www.worldvaluessurvey.org/WVSDocumentationWV6.jsp.
Institute for Economics and Peace. (2014). Global Terrorism Index 2014. Institute for Economics and Peace. Available at http://www.visionofhumanity.org/sites/default/files/Global%20Terrorism%20Index%20Report%202014_0.pdf. Download: April 10, 2019
Jargowsky, P. A. (2005). Omitted variable bias. Encyclopedia of Social Measurement, 2, 919–924.
Jikeli, G., & Allouche-Benayoun, J. (Eds.). (2012). Perceptions of the Holocaust in Europe and Muslim communities: Sources, comparisons and educational challenges (Vol. 5). Springer Science, & Business Media.
Kim, S. Y. (2010). Do Asian values exist? Empirical tests of the four dimensions of Asian values. Journal of East Asian Studies, 315–344.
Klein, C., Lühr, M., & Streib, H. (2018). Extant empirical research on religiosity and prejudice. In Xenosophia and religion. Biographical and statistical paths for a culture of welcome (pp. 23–84). Springer.
Kline, P. (2014). An easy guide to factor analysis. Routledge.
Knippenberg, H. (2015). Secularization and transformation of religion in post-war Europe. In The changing world religion appendix map (pp. 2101–2127). Springer
Lacina, B., & Gleditsch, N. P. (2005). Monitoring trends in global combat: A new dataset of battle deaths. European Journal of Population, 21(2–3), 145–166.
Lacina, B., Gleditsch, N. P., & Russett, B. (2006). The declining risk of death in battle. International Studies Quarterly, 50(3), 673–680.
Langer Research Associates. (n.d.). Moe. http://www.langerresearch.com/moe/. Accessed May 10, 2017
Maddison A. (2003). The world economy: Historical statistics. Development Centre of the Organisation for Economic Co-operation and Development.
Maddison A. (2007). Contours of the world economy, 1–2030 AD: essays in macro-economic history. Oxford University Press.
McDonald, R. P. (2014). Factor analysis and related methods. Psychology Press.
Minkov, M. (2014). The K factor, societal hypometropia, and national values: A study of 71 nations. Personality and Individual Differences, 66, 153–159.
Minkov, M., & Hofstede, G. (2011). Cultural differences in a globalizing world. Emerald.
Minkov, M., & Hofstede, G. (2013). Cross-cultural analysis: the science and art of comparing the world’s modern societies and their cultures. Sage.
Mulaik, S. A. (2009). Foundations of factor analysis. CRC Press.
Müller, G. P., & Bornschier, V. (1988). Comparative world data: A statistical handbook for social science. Baltimore: Johns Hopkins University Press.
Nisbet, E. C., Nisbet, M. C., Scheufele, D. A., & Shanahan, J. E. (2004). Public diplomacy, television news, and Muslim opinion. Harvard International Journal of Press/Politics, 9(2), 11–37.
Norris, P., & Inglehart, R. F. (2002). Islamic culture and democracy: Testing the ‘clash of civilizations’ thesis. Comparative Sociology, 1(3), 235–263.
Norris, P., & Inglehart, R. F. (2011). Sacred and secular: Religion and politics worldwide. Cambridge University Press.
Norris, P., & Inglehart, R. F. (2012). Muslim integration into Western cultures: Between origins and destinations. Political Studies, 60(2), 228–251.
Norris, P., & Inglehart, R. F. (2015). Are high levels of existential security conducive to secularization? A response to our critics. In The changing world religion map (pp. 3389–3408). Springer.
Peace Research Institute, Oslo (PRIO). (2021). The Battle Deaths Dataset Version 3.0 and 3.1. Available at https://www.prio.org/Data/Armed-Conflict/Battle-Deaths/
Quenouville, M. H. (1949). Approximate tests of correlation in time series. Journal of the Royal Statistical Society, Series B, 11, 68–68.
Rosenfeld, A. H. (2013). Resurgent antisemitism: Global perspectives. Indiana University Press.
Rummel, R. J. (1970). Applied factor analysis. Northwestern University Press.
Sarkees, M. R. (2000). The correlates of war data on war: An update to 1997. Conflict Management and Peace Science, 18(1), 123–144.
Silver, B. D., & Dowley, K. M. (2000). measuring political culture in multiethnic societies reaggregating the World Values Survey. Comparative Political Studies, 33(4), 517–550.
Sjoberg, L., & Whooley, J. (2015). The Arab Spring for women? Representations of women in Middle East politics in 2011. Journal of Women, Politics and Policy, 36(3), 261–284. https://doi.org/10.1080/1554477X.2015.1050902.
Smith, R. J., & Taylor, A. M. R. (2001). Recursive and rolling regression-based tests of the seasonal unit root hypothesis. Journal of Econometrics, 105(2), 309–336.
Solomon, H., & Tausch, A. (2020). Islamism, crisis and democratization: Implications of the World Values Survey for the Muslim world. Perspectives on development in the Middle East and North Africa (MENA) region. Springer.
Suhr, D. (2012). Exploratory factor analysis with the World Values Survey. In Proceedings of the SAS Global Forum 2012 Conference, Orlando, FL.
Tabachnick, B. G., & Fidell, L. S. (2001). Using multivariate statistics. Allyn & Bacon.
Tang, C. F. (2010). The money-prices nexus for Malaysia: New empirical evidence from the time-varying cointegration and causality tests. Global Economic Review, 39(4), 383–403.
Tausch, A. (2010). Globalization and development: the relevance of classical “dependency” theory for the world today. International Social Science Journal, 61(202), 467–488.
Tausch, A. (2010). Paul Boccara’s analysis of global capitalism. The return of the Bourbons, and the breakdown of the Brussels/Paris neo-liberal consensus. Entelequia. Revista Interdisciplinar, 12, 105–147.
Tausch, A. (2012). A globalization-oriented perspective on health, inequality and socio-economic development. The International Journal of Health Planning and Management, 27(1), 2–33.
Tausch, A. (2012b). International macroquantitative data. Faculty of Economics, Corvinus University of Budapest. Available at http://www.uni-corvinus.hu/index.php?id=47854&tx_ttnews%5Btt_news%5D=0&tx_ttnews%5BbackPid%5D=31638&tx_ttnews%5BcalendarYear%5D=2012&tx_ttnews%5BcalendarMonth%5D=6&cHash=af8ef6888f7c9922b83b113f71c1ca32
Tausch, A. (2016). Muslim immigration continues to divide Europe: A quantitative analysis of European Social Survey data. Middle East Review of International Affairs, 20(2).
Tausch, A. (2019). Migration from the Muslim world to the West: Its most recent trends and effects. Jewish Political Studies Review, 30(1–2), 65–225. Available at http://jcpa.org/article/migration-from-the-muslim-world-to-the-west-its-most-recent-trends-and-effects/ (with data definitions and sources). Free data download available from https://www.academia.edu/37568941/Migration_from_the_Muslim_World_to_the_West_Its_Most_Recent_Trends_and_Effects
Tausch, A. (2019). Multivariate analyses of the global acceptability rates of male intimate partner violence (IPV) against women based on World Values Survey data. International Journal of Health Planning and Management. https://doi.org/10.1002/hpm.2781
Tausch, A., & Ghymers, Ch. (2007). From the ‘Washington’ towards a ‘Vienna Consensus’? A quantitative analysis on globalization, development and global governance. Nova Science Publishers.
Tausch, A., & Heshmati, A. (2016). Islamism and gender relations in the Muslim world as reflected in recent World Values Survey data (IZA Discussion Paper No. 9672). Available at SSRN http://ssrn.com/abstract=2725033. Download April 10, 2019
Tausch, A., & Heshmati, A. (2012). The effects of Multinational Corporation (MNC) penetration on the global political economy. A re-analysis of a recurrent sociological proposition with contemporary data. Sociologia, 44(3), 314–347.
Tausch, A., & Heshmati, A. (2013). Globalization, the human condition, and sustainable development in the twenty-first century: Cross-national perspectives and European implications. Anthem Press (with data definitions and sources). Free data download available from https://www.academia.edu/35044095/Globalization_the_human_condition_and_sustainable_development_in_the_21st_Century._Cross-national_perspectives_and_European_implications_Codebook_and_EXCEL_data_file
Tausch, A., & Heshmati, A., Karoui, H. (2014). The political algebra of global value change: General models and implications for the Muslim world. Nova Science Publishers. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84952781328&partnerID=40&md5=7559153e0e895584b810889f47d26721
Tausch, A., & Moaddel M. (2009). What 1.3 billion Muslims really think. An answer to a recent Gallup study, based on the ‘World Values Survey’. Nova Science Publishers.
Tausch, A., & Obirek, S. (2019). Global Catholicism, tolerance and the open society. An empirical study of the value systems of Roman Catholics. Springer. https://doi.org/10.1007/978-3-030-23239-9
Tessler, M. (2004). The view from the street: The attitudes and values of ordinary Algerians. Journal of North African Studies, 9(2), 184–201.
UNDP. (2014). Human development report. Oxford University Press.
UNDP. (2017a). Human development data (1990–2015). http://hdr.undp.org/en/data
UNDP. (2017b). Human development data (1990–2015). http://hdr.undp.org/en/data. Download April 10, 2019
UNDP. (2017). Human development report. Oxford University Press.
UNDP (current issues). UNDP Human Development Report. Available at http://www.hdr.undp.org/
Ursúa, J. F. (2010). Long-run volatility (unpublished). Harvard University. Available at http://www.people.fas.harvard.edu/~jfursua/papers.html
Ursúa, J. F. (2010). Macroeconomic archaeology: Unearthing crises and long-run trends. Harvard University. Available at http://www.people.fas.harvard.edu/~jfursua/papers.html
Velleman, P. F., & Welsch, R. E. (1981). Efficient computing of regression diagnostics. American Statistician, 35, 234–242.
Vernengo, M., Perez-Caldentey, E., & Rosser, B. J. (2020). The New Palgrave dictionary of economics. Online-Version, available via Scopus.
von Bieberstein, J. R. (1977). The story of the Jewish-Masonic conspiracy, 1776–1945. Patterns of Prejudice, 11(6), 1–21.
Wistrich, R. S. (2004). Anti-Zionism and anti-Semitism. Jewish Political Studies Review, 2004, 27–31.
Wistrich, R. S. (2007). Anti-Semitism and multiculturalism: The uneasy connection. Vidal Sassoon International Center for the Study of Antisemitism, The Hebrew University of Jerusalem.
Wistrich, R. S. (2010). A lethal obsession: Anti-Semitism from antiquity to the global jihad. Random House.
World Values Survey. (2021). http://www.worldvaluessurvey.org/wvs.jsp
Yeşilada, B. A., & Noordijk, P. (2010). Changing values in Turkey: Religiosity and tolerance in comparative perspective. Turkish Studies, 11(1), 9–27.
Zak, P. J., & Knack, S. (2001). Trust and growth. The Economic Journal, 111(470), 295–321.
Zivot, E., & Wang, J. (2006). Modeling financial time series with S-PLUS, second edition, with Jiahui Wang. Springer.
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Tausch, A. (2021). Methodology and Data for Assessing the Effects of Global Cycles and Value Change on the Future of the Gulf Region. In: The Future of the Gulf Region. Gulf Studies, vol 2. Springer, Cham. https://doi.org/10.1007/978-3-030-78299-3_2
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DOI: https://doi.org/10.1007/978-3-030-78299-3_2
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