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Integrating qualitative and quantitative data: index creation using fuzzy-set QCA

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Abstract

This paper demonstrates the use of fuzzy-set Qualitative Comparative Analysis (fsQCA) for index creation. It uses the example of economic, including development, policy towards Latin America in Germany, Spain and the United Kingdom as an example of how fsQCA can be deployed in order to integrate qualitative and numerical evidence into a coherent, comparable framework. Moreover, it shows the usefulness of an index based on fsQCA in the comparison of cases that have strong national idiosyncrasies, making them difficult to compare. FsQCA therefore increases the researcher’s ability to combine different types of data from various backgrounds, making it a useful indexing tool for small to medium-N research in the social sciences.

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References

  • Auswärtiges Amt (AA): Germany, Latin America and the Caribbean: a strategy paper by the German Government. AA, Berlin (2010)

  • Auswärtiges Amt (AA): Webseiten der deutschen Auslandsvertretungen. AA, Berlin (2011). http://www.auswaertiges-amt.de/diplo/de/Laenderinformationen/DtAuslandsvertretungenA-Z-Laenderauswahlseite.jsp. Retrieved 27 Apr 2011

  • Babbie E.R.: The Practice of Social Research. Thomson/Wadsworth, Belmont (2007)

    Google Scholar 

  • Baklanoff E.N.: Spain’s economic strategy toward the Nations of its Historical Community: The Reconquest of Latin America?. J. Interamerican Stud. World Affairs 38(1), 105–127 (1996)

    Article  Google Scholar 

  • BMWi: GemischteWirtschaftsgremien und Kooperationsräte. BMWi, Berlin (2010). http://www.bmwi.de/BMWi/Redaktion/PDF/G/gemischte-wirschaftsgremien-und-kooperationsraete,property=pdf,bereich=bmwi,sprache=de,rwb=true.pdf. Retrieved 02 Apr 2011

  • Booysen F.: An overview and evaluation of composite indices of development. Soc. Indic. Res. 59(2), 115–151 (2002)

    Article  Google Scholar 

  • Börzel T.A.: Europeanization: how the European Union interacts with its member states. In: Bulmer, S., Lequesne, C. (eds.) The Member States of the European Union, pp. 45–69. Oxford University Press, Oxford (2005)

    Google Scholar 

  • Brady H.E.: Doing good and doing better: how far does the quantitative template get us?. In: Brady, H.E., Collier, D. (eds.) Rethinking Social Inquiry: Diverse Tools, Shared Standards, pp. 53–67. Rowman and Littlefield, Lanham (2004)

    Google Scholar 

  • Bundesministerium für Wirtschaft und Technologie (BMWi): IXPOS Spezial Lateinamerika - Bilaterale Wirtschaftsbeziehungen. BMWi, Berlin (2009). http://www.ixpos.de/. Retrieved 06 Dec 2009

  • Bundesministerium für Wirtschaft und Technologie (BMWi): Länderinformationen Amerika. BMWi, Berlin (2011). http://www.ixpos.de/. Retrieved 27 Apr 2011

  • Collier D., LaPorte J., Seawright J.: Putting typologies to work: concept formation, measurement, and analytic rigor. Political Res. Q. 65(1), 217–232 (2012)

    Article  Google Scholar 

  • Czempiel E.O.: Internationale Politik: Ein Konfliktmodell. Schönigh, Paderborn (1981)

    Google Scholar 

  • Department for Business Innovation and Skills (BIS): Trade and Investment for Growth. The Stationary Office, London (2011). http://www.bis.gov.uk/assets/biscore/international-trade-investment-and-development/docs/t/11-717-trade-investment-for-growth.pdf. Retrieved 11 Apr 2011

  • Deutsche Investitions- und Entwicklungsgesellschaft (DEG): KfW Entwicklungsbank: Africa—Rich in diversity and opportunity. Annual Report 2009 on Cooperation with Developing Countries. KfW/DEG, Frankfurt/Main (2010)

  • Drechsler L.: Weighting of index numbers in multilateral international comparisons. Rev. Income Wealth 19(1), 17–34 (1973)

    Article  Google Scholar 

  • Duncan O.D.: Notes on Social Measurement: Historical and Critical. Russell Sage Foundation, New York (1984)

    Google Scholar 

  • Foreign and Commonwealth Office (FCO): Latin America to 2020: A UK Public Strategy Paper. FCO, London (2007). http://www.fco.gov.uk/resources/en/pdf/pdf16/fco_ukstrategypaperbooklet07. Retrieved 18 Feb 2009

  • George A.L., Bennett A.: Case Studies and Theory Development in the Social Sciences. MIT Press, Cambridge (2005)

    Google Scholar 

  • Grabendorff W.: Germany and Latin America: a complex relationship. J. Interamerican Stud. World Affairs 35(4), 43–102 (1993)

    Article  Google Scholar 

  • Gran B.: Charitable Choice Policy and abused children: the benefits and harms of going beyond the public–private dichotomy. Int. J. Sociol. Soc. Policy 23(11), 80–125 (2003)

    Article  Google Scholar 

  • Grugel, J., Kippin, H.: La Política del Reino Unido en América Latina. In: América Latina y la Unión Europea: Estrategias para una asociación necesaria. Icaria, Barcelona, pp. 285–300 (2006)

  • Hirst P., Thompson G.: Globalization in one country? the peculiarities of the British. Econ. Soc. 29(3), 335–356 (2000)

    Article  Google Scholar 

  • Instituto Español de Comercio Exterior (ICEX): Planes Integrales de Desarrollo de Mercados (PIDM). ICEX, Madrid (2010). http://www.icex.es/icex/cda/controller/pageICEX/0,6558,5518394_65544503_5589197_0_0_-1,00.html. Retrieved 04 Apr 2011

  • Jackman R.W.: Cross-national statistical research and the study of comparative politics. Am. J. Political Sci. 29(1), 161–182 (1985)

    Article  Google Scholar 

  • KfW Entwicklungsbank: KfW Entwicklungsbank—Local Presence Latin America. Kreditanstalt für Wiederaufbau, Frankfurt/Main (2011). http://www.kfw-entwicklungsbank.de/EN_Home/LocalPresence/LatinAmeri90/index.jsp. Retrieved 27 Apr 2011

  • Kvist J.: Fuzzy-set ideal type analysis. J. Bus. Res. 60(5), 474–481 (2007)

    Article  Google Scholar 

  • Lehnert M.: Typologies in social inquiry. In: Gschwend, T., Schimmelfennig, F. (eds.) Research Design in Political Science: How to Practice What They Preach, pp. 62–79. Palgrave Macmillan, Basingstoke (2007)

    Google Scholar 

  • Miller B.: Making measures capture concepts: tools for securing correspondence between theoretical ideas and observations. In: Gschwend, T., Schimmelfennig, F. (eds.) Research Design in Political Science: How to Practice What They Preach, pp. 83–102. Palgrave Macmillan, Basingstoke (2007)

    Google Scholar 

  • Ministerio de Asuntos Exteriores y de Cooperación (MAEC): Plan Director de la Cooperacién Española 2009–2012. MAEC/AECID, Madrid (2009). http://www.maec.es/es/menuppal/cooperacioninternacional/Publicacionesydocumentacion/Paginas/publlicaciones_cooperacion.aspx. Retrieved 07 Nov 2009

  • Ministerio de Asuntos Exteriores y de Cooperación (MAEC): Política exterior de Español en Iberoamérica. MAEC, Madrid (2010). http://www.maec.es/es/MenuPpal/Paises/Iberoamerica/Paginas/iberoamerica.aspx. Retrieved 22 Feb 2010

  • Ministerio de Industria, Turismo y Comercio (MITYC): La actividad del Fondo de Ayuda al Desarrollo en 2007. MITYC, Madrid  (2008)

  • Munck G.L.: Tools for qualitative research. In: Brady, H.E., Collier, D. (eds.) Rethinking Social Enquiry: Diverse Tools, Shared Standards, pp. 105–121. Rowman and Littlefield, Lanham (2004)

    Google Scholar 

  • Przeworski A., Teune H.: The Logic of Comparative Social Inquiry. Wiley- Interscience, New York (1970)

    Google Scholar 

  • Ragin C.: Fuzzy-Set Social Science. The University of Chicago Press, Chicago (2000)

    Google Scholar 

  • Ragin C.: Redesigning Social Inquiry: Fuzzy Sets and Beyond. University of Chicago Press, Chicago (2008)

    Book  Google Scholar 

  • Ragin C., Berg-Schlosser D., DeMeur G.: Political methodology: qualitative methods. In: Goodin, R.E., Klingemann, H.-D. (eds.) A New Handbook of Political Science, pp. 749–768. Oxford University Press, Oxford (1996)

    Google Scholar 

  • Ragin C., Drass K.A., Davey S.: Fuzzy-Set/Qualitative Comparative Analysis 2.0 (Software). Department of Sociology, University of Arizona, Tucson (2006)

    Google Scholar 

  • Rihoux B., Ragin C.: Configurational Comparative Methods: Qualitative Comparative Analysis (QCA) and Related Techniques. Sage, Thousand Oaks (2009)

    Google Scholar 

  • Schaich E., Münnich R.: Der Fuzzy-Set-Ansatz in der Armutsmessung/ A Fuzzy- Set Approach to Poverty Measurement. Jahrbuch für Nationalökonomie und Statistik 215(4), 444–469 (1996)

    Google Scholar 

  • Schneider C.Q., Wagemann C.: Standards of good practice in qualitative comparative analysis (QCA) and fuzzy-sets. Comp. Sociol. 9(3), 297–418 (2010)

    Article  Google Scholar 

  • Slottje D.J.: Measuring the quality of life across countries. Rev. Econ. Stat. 73(4), 684–693 (1991)

    Article  Google Scholar 

  • Trueb, B.: Foreign policy towards Latin America in Europe: a comparative study. Ph.D. Dissertation, University of Mannheim, Mannheim (2012). https://ub-madoc.bib.uni-mannheim.de/29894/. Retrieved 25 Jun 2012

  • UK Trade and Investment (UKTI): Export Countries—Americas. UKTI, London (2011a). http://www.ukti.gov.uk/export/countries.htm#americas. Retrieved 04 Apr 2011

  • UK Trade and Investment (UKTI): Export Countries—Bolivia. UKTI, London (2011b). http://www.ukti.gov.uk/export/countries/americas/southamerica/bolivia.html. Retrieved 11 Apr 2011

  • UN Statistics Division: Composition of Macro Geographical (Continental) Regions, Geographical Sub-Regions, and Selected Economic and Other Groupings. UN Statistics Division, New York (2009). http://unstats.un.org/unsd/methods/m49/m49regin.htm. Retrieved 27 Oct 2009

  • van Deth J.W.: Comparative Politics: The Problem of Equivalence. Routledge, London (1998)

    Google Scholar 

  • Van Evera S.: Guide to Methods for Students of Political Science. Cornell University Press, Ithaca (1997)

    Google Scholar 

  • White B.: The European challenge to foreign policy analysis. Eur. J. Int. Relations 5(1), 37–66 (1999)

    Article  Google Scholar 

  • Williams P.: Who’s making UK foreign policy. Int. Affairs 80(5), 909–929 (2004)

    Article  Google Scholar 

Download references

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Trueb, B. Integrating qualitative and quantitative data: index creation using fuzzy-set QCA. Qual Quant 47, 3537–3558 (2013). https://doi.org/10.1007/s11135-012-9738-8

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