Healthy Donor Effect and Satisfaction with Health: The role of selection effects related to blood donation behavior

Edlira Shehu, Annette Hofmann, Michel Clement, Ann-Christin Langmaack

Research output: Contribution to journalJournal articleResearchpeer-review

Abstract

The objective of this paper is to quantify selection effects related to blood donation behavior and their impact on donors’ perceived health status. We rely on data from the 2009 and 2010 survey waves of the German socio-economic panel (N = 12,000), including information on health-related, demographic and psychographic factors as well as monetary donation behavior and volunteer work. We propose a propensity score matching approach to control for the healthy donor effect related to the health requirements for active blood donations. We estimate two separate models and quantify selection biases between (1) active and inactive blood donors and (2) active donors and non-donors. Our results reveal that active donors are more satisfied with their health status; after controlling for selection effects, however, the differences become non-significant, revealing selection biases of up to 82 % compared with non-donors. These differences also exist between active and inactive donors, but the differences are less distinct. Our methodological approach reveals and quantifies selection biases attributable to the healthy donor effect. These biases are substantial enough to lead to erroneous statistical artifacts, implying that researchers should rigorously control for selection biases when comparing the health outcomes of different blood donor groups.
Original languageEnglish
JournalEuropean Journal of Health Economics
Volume16
Issue number7
Pages (from-to)733–745
Number of pages13
ISSN1618-7598
DOIs
Publication statusPublished - Sep 2015
Externally publishedYes

Keywords

  • Propensity score matching
  • Blood donation services
  • Socio-economic panel
  • Donor management

Cite this

Shehu, Edlira ; Hofmann, Annette ; Clement, Michel ; Langmaack, Ann-Christin. / Healthy Donor Effect and Satisfaction with Health : The role of selection effects related to blood donation behavior. In: European Journal of Health Economics. 2015 ; Vol. 16, No. 7. pp. 733–745.
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title = "Healthy Donor Effect and Satisfaction with Health: The role of selection effects related to blood donation behavior",
abstract = "The objective of this paper is to quantify selection effects related to blood donation behavior and their impact on donors’ perceived health status. We rely on data from the 2009 and 2010 survey waves of the German socio-economic panel (N = 12,000), including information on health-related, demographic and psychographic factors as well as monetary donation behavior and volunteer work. We propose a propensity score matching approach to control for the healthy donor effect related to the health requirements for active blood donations. We estimate two separate models and quantify selection biases between (1) active and inactive blood donors and (2) active donors and non-donors. Our results reveal that active donors are more satisfied with their health status; after controlling for selection effects, however, the differences become non-significant, revealing selection biases of up to 82 {\%} compared with non-donors. These differences also exist between active and inactive donors, but the differences are less distinct. Our methodological approach reveals and quantifies selection biases attributable to the healthy donor effect. These biases are substantial enough to lead to erroneous statistical artifacts, implying that researchers should rigorously control for selection biases when comparing the health outcomes of different blood donor groups.",
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Healthy Donor Effect and Satisfaction with Health : The role of selection effects related to blood donation behavior. / Shehu, Edlira; Hofmann, Annette; Clement, Michel; Langmaack, Ann-Christin.

In: European Journal of Health Economics, Vol. 16, No. 7, 09.2015, p. 733–745.

Research output: Contribution to journalJournal articleResearchpeer-review

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