[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/a/psc/journl/v15y2023i2p91-130.html
   My bibliography  Save this article

Principal Component Analysis - Points of Association Between Cancer and Economic Development

Author

Listed:
  • Ilona Székely Kovácsné

    (Budapest Business School, FCHT, Department of Methodology for Business Analysis)

  • Éva Fenyvesi

    (Budapest Business School, FCHT, Department of Economics and Business Studies)

  • Tibor Pintér

    (Budapest Business School, FCHT, Department of Economics and Business Studies)

Abstract
Various theories have been put forward on the demographic and health effects and consequences of socioeconomic development. In this study, we used the theoretical findings of the epidemiologic transition as a starting point to examine the 2020 values of the three main cancer indicators (incidence, mortality, prevalence). These values were compared with socioeconomic development variables for 170 countries. The countries were grouped using hierarchical clustering, and linear discriminant analysis was used to evaluate how appropriate the clustering was. Principal component analysis was used to examine, by group, which parameters are significant in each principal component and what background factors underlie the data. The results seem to confirm the association between cancer and socioeconomic background.

Suggested Citation

  • Ilona Székely Kovácsné & Éva Fenyvesi & Tibor Pintér, 2023. "Principal Component Analysis - Points of Association Between Cancer and Economic Development," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 15(2), pages 91-130, June.
    • Handle: RePEc:psc:journl:v:15:y:2023:i:2:p:91-130
    as

    Download full text from publisher

    File URL: http://cejeme.org/publishedarticles/2023-38-06-638242799066748322-1892.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. David M. Cutler, 2008. "Are We Finally Winning the War on Cancer?," Journal of Economic Perspectives, American Economic Association, vol. 22(4), pages 3-26, Fall.
    2. Ansgar Wübker, 2014. "Explaining variations in breast cancer screening across European countries," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(5), pages 497-514, June.
    3. Henry Kaiser, 1970. "A second generation little jiffy," Psychometrika, Springer;The Psychometric Society, vol. 35(4), pages 401-415, December.
    4. Svetlana V. Ukraintseva & Anatoli I. Yashin, 2005. "Economic progress as cancer risk factor. II: Why is overall cancer risk higher in more developed countries?," MPIDR Working Papers WP-2005-022, Max Planck Institute for Demographic Research, Rostock, Germany.
    5. Jacques Vallin & France Meslé, 2004. "Convergences and divergences in mortality," Demographic Research Special Collections, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 2(2), pages 11-44.
    6. Panos Kanavos & Willemien Schurer, 2010. "The dynamics of colorectal cancer management in 17 countries," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 10(1), pages 115-129, January.
    7. Luzzati, T. & Parenti, A. & Rughi, T., 2018. "Economic Growth and Cancer Incidence," Ecological Economics, Elsevier, vol. 146(C), pages 381-396.
    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. Viorela Diaconu & Nadine Ouellette & Robert Bourbeau, 2020. "Modal lifespan and disparity at older ages by leading causes of death: a Canada-U.S. comparison," Journal of Population Research, Springer, vol. 37(4), pages 323-344, December.
    2. Andrea C Vial & Janine Bosak & Patrick C Flood & John F Dovidio, 2021. "Individual variation in role construal predicts responses to third-party biases in hiring contexts," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-28, February.
    3. Siwarit Pongsakornrungsilp & Pimlapas Pongsakornrungsilp & Theeranuch Pusaksrikit & Pimmada Wichasin & Vikas Kumar, 2021. "Co-Creating a Sustainable Regional Brand from Multiple Sub-Brands: The Andaman Tourism Cluster of Thailand," Sustainability, MDPI, vol. 13(16), pages 1-23, August.
    4. Marianne P. Bitler & Christopher S. Carpenter & Danea Horn, 2021. "Effects of the Colorectal Cancer Control Program," Health Economics, John Wiley & Sons, Ltd., vol. 30(11), pages 2667-2685, November.
    5. Bangyi Yan & Shiguang Ni & Xi Wang & Jin Liu & Qianjing Zhang & Kaiping Peng, 2020. "Using Virtual Reality to Validate the Chinese Version of the Independent Television Commission-Sense of Presence Inventory," SAGE Open, , vol. 10(2), pages 21582440209, May.
    6. Christoph, Inken B. & Roosen, Jutta & Bruhn, Maike, 2006. "Willingness to pay for genetically modified food and non-food products," 2006 Annual meeting, July 23-26, Long Beach, CA 21303, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    7. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    8. Michala Lustigova & Dagmar Dzurova & Claudia Costa & Paula Santana, 2019. "Health Disparities in Czechia and Portugal at Country and Municipality Levels," IJERPH, MDPI, vol. 16(7), pages 1-16, March.
    9. Chetan Doddamani & M. Manoj, 2023. "Analysis of the influences of built environment measures on household car and motorcycle ownership decisions in Hubli-Dharwad cities," Transportation, Springer, vol. 50(1), pages 205-243, February.
    10. Marcin Chlebus, 2014. "One-day prediction of state of turbulence for financial instrument based on models for binary dependent variable," Ekonomia journal, Faculty of Economic Sciences, University of Warsaw, vol. 37.
    11. Faheem Ahmed & Luiz Fernando Capretz, 2011. "A business maturity model of software product line engineering," Information Systems Frontiers, Springer, vol. 13(4), pages 543-560, September.
    12. Thomas Barnay & Mohamed Ali Ben Halima & Emmanuel Duguet & Christine Le Clainche & Camille Regaert, 2016. "The effects of breast cancer on individual labour market outcomes: an evaluation from an administrative panel," TEPP Working Paper 2016-05, TEPP.
    13. Fanny Janssen & Anthe van den Hende & Joop de Beer & Leo van Wissen, 2016. "Sigma and beta convergence in regional mortality: A case study of the Netherlands," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 35(4), pages 81-116.
    14. Libin Yang & William Rea & Alethea Rea, 2015. "How much diversification potential is there in a single market? Evidence from the Australian Stock Exchange," Working Papers in Economics 15/07, University of Canterbury, Department of Economics and Finance.
    15. Thomas Barnay & Emmanuel Duguet & Christine Le Clainche, 2019. "The Effects of Breast Cancer on Individual Labour Market Outcomes: An Evaluation from an Administrative Panel in France," Annals of Economics and Statistics, GENES, issue 136, pages 103-126.
    16. Ben-Shahar, Danny & Golan, Roni, 2014. "Real estate and personality," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 53(C), pages 111-119.
    17. Cortés-Sánchez, Julián David & Grueso, Merlin Patricia, 2017. "Factor analysis evaluation of Schein's career orientation inventory in Colombia," OSF Preprints jf5nq, Center for Open Science.
    18. Nadine Ouellette & Magali Barbieri & John R. Wilmoth, 2014. "Period-Based Mortality Change: Turning Points in Trends since 1950," Population and Development Review, The Population Council, Inc., vol. 40(1), pages 77-106, March.
    19. Suryakant Yadav, 2021. "Progress of Inequality in Age at Death in India: Role of Adult Mortality," European Journal of Population, Springer;European Association for Population Studies, vol. 37(3), pages 523-550, July.
    20. Belén Casales Morici, 2022. "Strategic corporate entrepreneurship practices in financial services firms: the role of organizational factors," SN Business & Economics, Springer, vol. 2(9), pages 1-26, September.

    More about this item

    Keywords

    standard of living; economic development; incidence; mortality; prevalence;
    All these keywords.

    JEL classification:

    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • O35 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Social Innovation
    • P16 - Political Economy and Comparative Economic Systems - - Capitalist Economies - - - Capitalist Institutions; Welfare State

    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:psc:journl:v:15:y:2023:i:2:p:91-130. 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: Damian Jelito (email available below). General contact details of provider: http://cejeme.org/ .

    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.