IDEAS home Printed from https://ideas.repec.org/a/eee/fambus/v5y2014i1p30-40.html
   My bibliography  Save this article

Correspondence analysis: A promising technique to interpret qualitative data in family business research

Author

Listed:
  • Kudlats, Jerry
  • Money, Arthur
  • Hair, Joseph F.

Abstract

Qualitative research is frequently utilized in family business research. Reporting on qualitative research findings typically involves summarizing themes or approaches, or tabulating the frequency of mentions for topics, phrases or words. Correspondence analysis is a method that is seldom used in family business research but could likely facilitate improved interpretation and communication of qualitative research results. In this article we provide an overview of the method, and an example of its application to a family business research study. We believe this article will expand awareness of this little used method and provide a foundation for more clearly communicating the results of qualitative family business research projects.

Suggested Citation

  • Kudlats, Jerry & Money, Arthur & Hair, Joseph F., 2014. "Correspondence analysis: A promising technique to interpret qualitative data in family business research," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 30-40.
    • Handle: RePEc:eee:fambus:v:5:y:2014:i:1:p:30-40
    DOI: 10.1016/j.jfbs.2014.01.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1877858514000096
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jfbs.2014.01.005?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Wilson, Shawn R. & Whitmoyer, Jeffrey G. & Pieper, Torsten M. & Astrachan, Joseph H. & Hair, Joseph F. & Sarstedt, Marko, 2014. "Method trends and method needs: Examining methods needed for accelerating the field," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 4-14.
    2. Franz W. Kellermanns & Kimberly A. Eddleston, 2004. "Feuding Families: When Conflict Does a Family Firm Good," Entrepreneurship Theory and Practice, , vol. 28(3), pages 209-228, May.
    3. Michael Greenacre, 2008. "Correspondence analysis of raw data," Economics Working Papers 1112, Department of Economics and Business, Universitat Pompeu Fabra, revised Jul 2009.
    4. Holbrook, Morris B & Moore, William L & Winer, Russell S, 1982. "Constructing Joint Spaces from Pick-Any Data: A New Tool for Consumer Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 9(1), pages 99-105, June.
    5. Astrachan, Joseph H., 2003. "Commentary on the special issue: the emergence of a field," Journal of Business Venturing, Elsevier, vol. 18(5), pages 567-572, September.
    6. Nordqvist, Mattias & Hall, Annika & Melin, Leif, 2009. "Qualitative research on family businesses: The relevance and usefulness of the interpretive approach," Journal of Management & Organization, Cambridge University Press, vol. 15(3), pages 294-308, July.
    7. M. O. Hill, 1974. "Correspondence Analysis: A Neglected Multivariate Method," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 23(3), pages 340-354, November.
    8. Vincent Peters & Fred Wester, 2007. "How Qualitative Data Analysis Software may Support the Qualitative Analysis Process," Quality & Quantity: International Journal of Methodology, Springer, vol. 41(5), pages 635-659, October.
    9. Steier, Lloyd, 2007. "New venture creation and organization: A familial sub-narrative," Journal of Business Research, Elsevier, vol. 60(10), pages 1099-1107, October.
    10. Ugar Yavas & Donald J. Shemwell, 1996. "Graphical Representation of University Image: A Correspondence AnalysisJournal of Marketing for Higher Education," Journal of Marketing for Higher Education, Taylor & Francis Journals, vol. 7(2), pages 75-84, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Esmaelian, Majid & Tavana, Madjid & Di Caprio, Debora & Ansari, Reza, 2017. "A multiple correspondence analysis model for evaluating technology foresight methods," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 188-205.
    2. Iwona Bąk & Katarzyna Cheba, 2022. "Green Transformation: Applying Statistical Data Analysis to a Systematic Literature Review," Energies, MDPI, vol. 16(1), pages 1-22, December.
    3. František Milichovský, 2017. "An Impact of Reverse Logistics Activities on Marketing Communication," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 65(2), pages 669-678.
    4. André Luiz Romano & Luis Miguel D. F. Ferreira, 2023. "How to transform sustainability practices into organizational benefits? The role of different cultural characteristics," Operations Management Research, Springer, vol. 16(1), pages 192-208, March.
    5. Ewa Wiecek-Janka & Rafal Mierzwiak & Marcin Nowak & Agnieszka Kujawinska & Joanna Majchrzak, 2021. "Application of Grey Systems Theory in the Analysis of Data Obtained from Family Businesses," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 1), pages 494-510.
    6. Jinding Xing & Kunhui Ye & Jian Zuo & Weiyan Jiang, 2018. "Control Dust Pollution on Construction Sites: What Governments Do in China?," Sustainability, MDPI, vol. 10(8), pages 1-17, August.
    7. Jana Hornungová & František Milichovský, 2018. "Agricultural Sector Performance Evaluation in Terms of Financial Indicators: A Comparison of Czech Republic, Slovakia and Western Balkan States," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 66(2), pages 497-507.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hedberg, Patricia R. & Danes, Sharon M., 2012. "Explorations of dynamic power processes within copreneurial couples," Journal of Family Business Strategy, Elsevier, vol. 3(4), pages 228-238.
    2. Michael Greenacre, 2006. "Tying up the loose ends in simple correspondence analysis," Economics Working Papers 940, Department of Economics and Business, Universitat Pompeu Fabra.
    3. Dawson, Alexandra, 2011. "Private equity investment decisions in family firms: The role of human resources and agency costs," Journal of Business Venturing, Elsevier, vol. 26(2), pages 189-199, March.
    4. Marcela Ramírez‐Pasillas & Hans Lundberg & Mattias Nordqvist, 2021. "Next Generation External Venturing Practices in Family Owned Businesses," Journal of Management Studies, Wiley Blackwell, vol. 58(1), pages 63-103, January.
    5. Sanchez-Ruiz, Paul & Maldonado-Bautista, Ileana & Rutherford, Matthew, 2018. "Business stressors, family-business identity, and divorce in family business: A vulnerability-stress-adaptation (VSA) model," Journal of Family Business Strategy, Elsevier, vol. 9(3), pages 167-179.
    6. Hamilton, Eleanor & Discua Cruz, Allan & Jack, Sarah, 2017. "Re-framing the status of narrative in family business research: Towards an understanding of families in business," Journal of Family Business Strategy, Elsevier, vol. 8(1), pages 3-12.
    7. Edelman, Linda F. & Manolova, Tatiana & Shirokova, Galina & Tsukanova, Tatyana, 2016. "The impact of family support on young entrepreneurs' start-up activities," Journal of Business Venturing, Elsevier, vol. 31(4), pages 428-448.
    8. Beaton, Derek & Chin Fatt, Cherise R. & Abdi, Hervé, 2014. "An ExPosition of multivariate analysis with the singular value decomposition in R," Computational Statistics & Data Analysis, Elsevier, vol. 72(C), pages 176-189.
    9. James J. Chrisman & Jess H. Chua & Lloyd P. Steier, 2011. "Resilience of Family Firms: An Introduction," Entrepreneurship Theory and Practice, , vol. 35(6), pages 1107-1119, November.
    10. Tomski Piotr, 2015. "Towards Family Entrepreneurial Orientation. The Construct, Dimensionality and Measurement," Journal of Intercultural Management, Sciendo, vol. 6(3), pages 123-142, September.
    11. Akinbola Amos Olufemi & Alaka Nureni Sanusi & Kowo Solomon Akpoviroro & Adeyemo Adesola Alex, 2020. "Family Business Operations and Sequel of Internationalisation in Nigeria," Economics and Business, Sciendo, vol. 34(1), pages 126-138, February.
    12. Zellweger, Thomas & Sieger, Philipp & Halter, Frank, 2011. "Should I stay or should I go? Career choice intentions of students with family business background," Journal of Business Venturing, Elsevier, vol. 26(5), pages 521-536, September.
    13. Drago, Carlo & Ginesti, Gianluca & Pongelli, Claudia & Sciascia, Salvatore, 2018. "Reporting strategies: What makes family firms beat around the bush? Family-related antecedents of annual report readability," Journal of Family Business Strategy, Elsevier, vol. 9(2), pages 142-150.
    14. Eric Beh & Luigi D’Ambra, 2009. "Some Interpretative Tools for Non-Symmetrical Correspondence Analysis," Journal of Classification, Springer;The Classification Society, vol. 26(1), pages 55-76, April.
    15. Pilar García Gómez & Ángel López Nicolás, 2005. "Socio-economic inequalities in health in Catalonia," Hacienda Pública Española / Review of Public Economics, IEF, vol. 175(4), pages 103-121, december.
    16. Reilly, Timothy M. & Jones, Raymond, 2017. "Mixed methodology in family business research: Past accomplishments and perspectives for the future," Journal of Family Business Strategy, Elsevier, vol. 8(3), pages 185-195.
    17. Michael Greenacre, 2011. "A Simple Permutation Test for Clusteredness," Working Papers 555, Barcelona School of Economics.
    18. David Bholat & Stephen Hans & Pedro Santos & Cheryl Schonhardt-Bailey, 2015. "Text mining for central banks," Handbooks, Centre for Central Banking Studies, Bank of England, number 33, April.
    19. Michael Greenacre, 2012. "Fuzzy coding in constrained ordinations," Economics Working Papers 1325, Department of Economics and Business, Universitat Pompeu Fabra.
    20. Debicki, Bart J. & Kellermanns, Franz W. & Chrisman, James J. & Pearson, Allison W. & Spencer, Barbara A., 2016. "Development of a socioemotional wealth importance (SEWi) scale for family firm research," Journal of Family Business Strategy, Elsevier, vol. 7(1), pages 47-57.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:fambus:v:5:y:2014:i:1:p:30-40. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/719791/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.