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Volunteering, match quality, and internet use

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  • Emrich, Eike
  • Pierdzioch, Christian

Abstract

We used boosted regression trees to study the interplay between match quality and Internet use of volunteers. In our use of the term, match quality reflects the congruence of volunteers' motives for doing volunteer work and their utility experiences. Using data from an online survey questionnaire of volunteers working for the German Red Cross, we found a positive correlation between match quality and both social-media use and the intensity of volunteering-related Internet use. We used the estimated boosted regression trees to study the relative importance of Internet use and other control variables for match quality, the partial dependence of match quality on Internet use and the control variables, and the interaction of Internet use with the control variables.

Suggested Citation

  • Emrich, Eike & Pierdzioch, Christian, 2015. "Volunteering, match quality, and internet use," Working Papers of the European Institute for Socioeconomics 15, European Institute for Socioeconomics (EIS), Saarbrücken.
  • Handle: RePEc:zbw:eiswps:15
    DOI: 10.22028/D291-23451
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    Cited by:

    1. Emrich Eike & Pierdzioch Christian, 2016. "Public Goods, Private Consumption, and Human Capital: Using Boosted Regression Trees to Model Volunteer Labour Supply," Review of Economics, De Gruyter, vol. 67(3), pages 263-283, December.
    2. Behrens, Christoph & Emrich, Eike & Hämmerle, Martin & Pierdzioch, Christian, 2017. "Match quality, crowding out, and crowding in: Empirical evidence for German sports clubs," Working Papers of the European Institute for Socioeconomics 21, European Institute for Socioeconomics (EIS), Saarbrücken.

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