IDEAS home Printed from https://ideas.repec.org/a/oup/jafrec/v32y2023isupplement_2pii320-ii338..html
   My bibliography  Save this article

Typology Construction for Comparative Country Case Study Analysis of Patterns of Growth in Sub-Saharan Africa

Author

Listed:
  • Paul Shaffer

Abstract

This study has been motivated by the limitations of cross-country regressions and unstructured comparative case studies in providing policy-relevant findings on the determinants of patterns of growth. It presents a methodology to improve upon existing comparative case study research by situating cases withing a typological framework and subsequently using cluster analysis to improve the matching of cases with respect to a number of ‘weakly exogenous’ variables. Such an approach performs a taxonomic function, distinguishing different types of cases and an explanatory function by facilitating the comparison of similar cases in terms of variables in the typology (‘like with like’ comparisons) or of cases with one or more known differences with respect to these variables. The approach is illustrated using data on poverty and growth in SSA and uncovers a number of good comparator cases situated within a typological framework for subsequent comparative analysis.

Suggested Citation

  • Paul Shaffer, 2023. "Typology Construction for Comparative Country Case Study Analysis of Patterns of Growth in Sub-Saharan Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 32(Supplemen), pages 320-338.
    • Handle: RePEc:oup:jafrec:v:32:y:2023:i:supplement_2:p:ii320-ii338.
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1093/jae/ejac054
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    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. Glenn Milligan & Martha Cooper, 1985. "An examination of procedures for determining the number of clusters in a data set," Psychometrika, Springer;The Psychometric Society, vol. 50(2), pages 159-179, June.
    2. Diao, Xinshen & Hazell, Peter & Resnick, Danielle & Thurlow, James, 2006. "The role of agriculture in development: implications for Sub-Saharan Africa," DSGD discussion papers 29, International Food Policy Research Institute (IFPRI).
    3. Shaffer, Paul, 2013. "Q-Squared: Combining Qualitative and Quantitative Approaches in Poverty Analysis," OUP Catalogue, Oxford University Press, number 9780199676910.
    4. Mr. Ravi Balakrishnan & Mr. Chad Steinberg & Mr. Murtaza H Syed, 2013. "The Elusive Quest for Inclusive Growth: Growth, Poverty, and Inequality in Asia," IMF Working Papers 2013/152, International Monetary Fund.
    5. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    Full references (including those not matched with items on IDEAS)

    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. Stimpfle, Alexander & Stadelmann, David, 2015. "The Impact of Fundamental Development Factors on Different Income Groups: International Evidence," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113128, Verein für Socialpolitik / German Economic Association.
    2. Dollar, David & Kleineberg, Tatjana & Kraay, Aart, 2016. "Growth still is good for the poor," European Economic Review, Elsevier, vol. 81(C), pages 68-85.
    3. Reiner Eichenberger & David Stadelmann, 2009. "Consequences of Debt Capitalization: Property Ownership and Debt/Tax Choice," CREMA Working Paper Series 2009-08, Center for Research in Economics, Management and the Arts (CREMA).
    4. Liu, Pei-chen Barry & Hansen, Mark & Mukherjee, Avijit, 2008. "Scenario-based air traffic flow management: From theory to practice," Transportation Research Part B: Methodological, Elsevier, vol. 42(7-8), pages 685-702, August.
    5. Riccardo (Jack) Lucchetti & Luca Pedini, 2020. "ParMA: Parallelised Bayesian Model Averaging for Generalised Linear Models," Working Papers 2020:28, Department of Economics, University of Venice "Ca' Foscari".
    6. Carlos Morales, 2011. "Variedades de recursos naturales y crecimiento económico," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, December.
    7. Andrzej Cieślik & Oleg Gurshev, 2021. "Factor Endowments, Economic Integration, Round-Tripping, and Inward FDI: Evidence from the Baltic Economies," JRFM, MDPI, vol. 14(8), pages 1-26, July.
    8. Richard S.J. Tol & Gary W. Yohe, 2006. "The Weakest Link Hypothesis For Adaptive Capacity: An Empirical Test," Wesleyan Economics Working Papers 2006-005, Wesleyan University, Department of Economics.
    9. Pettersson, Jan, 2003. "Democracy, Consolidation and Growth," Research Papers in Economics 2002:16, Stockholm University, Department of Economics, revised 15 Dec 2004.
    10. Francisco Rodríguez, 2006. "Openness and Growth: What Have We Learned?," Wesleyan Economics Working Papers 2006-011, Wesleyan University, Department of Economics.
    11. Martin Feldkircher & Stefan Zeugner, 2012. "The impact of data revisions on the robustness of growth determinants—a note on ‘determinants of economic growth: Will data tell?’," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(4), pages 686-694, June.
    12. R Burger & S du Plessis, 2011. "Examining the Robustness of Competing Explanations of Slow Growth in African Countries," Studies in Economics and Econometrics, Taylor & Francis Journals, vol. 35(3), pages 21-47, December.
    13. Steven N. Durlauf & Andros Kourtellos & Chih Ming Tan, 2008. "Empirics of Growth and Development," Chapters, in: Amitava Krishna Dutt & Jaime Ros (ed.), International Handbook of Development Economics, Volumes 1 & 2, volume 0, chapter 3, Edward Elgar Publishing.
    14. Roman Horváth, 2011. "Research & Development and Long-Term Economic Growth: A Bayesian Model Averaging Analysis," Working Papers IES 2011/19, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Jun 2011.
    15. Boschini, Anne & Pettersson, Jan & Roine, Jesper, 2013. "The Resource Curse and its Potential Reversal," World Development, Elsevier, vol. 43(C), pages 19-41.
    16. Agnieszka Strzelecka, 2021. "The Field of “Public Health” as a Component of Sustainable Development—Poland Compared to the European Union," Sustainability, MDPI, vol. 13(18), pages 1-20, September.
    17. Durlauf, Steven N. & Navarro, Salvador & Rivers, David A., 2016. "Model uncertainty and the effect of shall-issue right-to-carry laws on crime," European Economic Review, Elsevier, vol. 81(C), pages 32-67.
    18. Piotr Dybka & Bartosz Olesiński & Marek Rozkrut & Andrzej Torój, 2023. "Measuring the model uncertainty of shadow economy estimates," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(4), pages 1069-1106, August.
    19. Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2014. "Does Education Matter for Economic Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 334-359, June.
    20. Li, Pai-Ling & Chiou, Jeng-Min, 2011. "Identifying cluster number for subspace projected functional data clustering," Computational Statistics & Data Analysis, Elsevier, vol. 55(6), pages 2090-2103, June.

    More about this item

    Keywords

    Sub-Saharan Africa; typologies; causation; poverty; growth; JEL classification: B41; I32; O47; O55;
    All these keywords.

    JEL classification:

    • B41 - Schools of Economic Thought and Methodology - - Economic Methodology - - - Economic Methodology
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa

    Statistics

    Access and download statistics

    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:oup:jafrec:v:32:y:2023:i:supplement_2:p:ii320-ii338.. 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: Oxford University Press (email available below). General contact details of provider: https://edirc.repec.org/data/csaoxuk.html .

    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.