IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v20y2023i11p5993-d1158888.html
   My bibliography  Save this article

‘ Be the Match ’. Predictors of Decisions Concerning Registration as a Potential Bone Marrow Donor—A Psycho-Socio-Demographic Study

Author

Listed:
  • Jacek Bogucki

    (Department of Organic Chemistry, Faculty of Pharmacy, Medical University of Lublin, 20-059 Lublin, Poland)

  • Wioletta Tuszyńska-Bogucka

    (Department of Human Sciences, WSEI University, 20-209 Lublin, Poland)

Abstract

(1) Background: The study was aimed at a better understanding of the factors determining making a decision to become a potential bone marrow donor, in a Polish research sample; (2) Methods: The data was collected using a self-report questionnaire among persons who voluntarily participated in the study concerning donation, conducted on a sample of the Polish population via Internet. The study included 533 respondents (345 females and 188 males), aged 18–49. Relationships between the decision about registration as potential bone marrow donor and psycho-socio-demographic factors were estimated using the machine learning methods (binary logistic regression and classification & regression tree); (3) Results. The applied methods coherently emphasized the crucial role of personal experiences in making the decision about willingness for potential donation, f.e. familiarity with the potential donor. They also indicated religious issues and negative health state assessment as main decision-making destimulators; (4) Conclusions. The results of the study may contribute to an increase in the effectiveness of recruitment actions by more precise personalization of popularizing-recruitment actions addressed to the potential donors. It was found that selected machine learning methods are interesting set of analyses, increasing the prognostic accuracy and quality of the proposed model.

Suggested Citation

  • Jacek Bogucki & Wioletta Tuszyńska-Bogucka, 2023. "‘ Be the Match ’. Predictors of Decisions Concerning Registration as a Potential Bone Marrow Donor—A Psycho-Socio-Demographic Study," IJERPH, MDPI, vol. 20(11), pages 1-14, May.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:11:p:5993-:d:1158888
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/20/11/5993/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/20/11/5993/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mocan, Naci & Tekin, Erdal, 2007. "The determinants of the willingness to donate an organ among young adults: Evidence from the United States and the European Union," Social Science & Medicine, Elsevier, vol. 65(12), pages 2527-2538, December.
    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. Schweda, Mark & Schicktanz, Silke, 2009. "Public ideas and values concerning the commercialization of organ donation in four European countries," Social Science & Medicine, Elsevier, vol. 68(6), pages 1129-1136, March.
    2. Verheijde, Joseph L. & Rady, Mohamed Y. & McGregor, Joan L. & Friederich-Murray, Catherine, 2009. "Enforcement of presumed-consent policy and willingness to donate organs as identified in the European Union Survey: The role of legislation in reinforcing ideology in pluralistic societies," Health Policy, Elsevier, vol. 90(1), pages 26-31, April.
    3. Selina Schulze Spüntrup, 2023. "Does Implementing Opt-Out Solve The Organ Shortage Problem? Evidence from a Synthetic Control Approach," ifo Working Paper Series 403, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    4. Han, Hua-Jing & Wibral, Matthias, 2020. "Organ donation and reciprocity," Journal of Economic Psychology, Elsevier, vol. 81(C).
    5. Alzuabi, Raslan & Brown, Sarah & Taylor, Karl, 2022. "Charitable behaviour and political affiliation: Evidence for the UK," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 100(C).
    6. van Dalen, Hendrik P. & Henkens, Kène, 2014. "Comparing the effects of defaults in organ donation systems," Social Science & Medicine, Elsevier, vol. 106(C), pages 137-142.
    7. Amy J. Wotring & Timothy R. Jordan & Barbara Saltzman & Tavis Glassman & Jennifer Holloway & Jagdish Khubchandani, 2022. "Why Do Young Adults in the United States Have Such Low Rates of Organ Donation Registration?," Challenges, MDPI, vol. 13(1), pages 1-12, May.

    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:gam:jijerp:v:20:y:2023:i:11:p:5993-:d:1158888. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.