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Browsing by Author "de Wit, Arjen"
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Item Computational Social Science for Nonprofit Studies: Developing a Toolbox and Knowledge Base for the Field(Springer, 2023-02) Ma, Ji; Ebeid, Islam Akef; de Wit, Arjen; Xu, Meiying; Yang, Yongzheng; Bekkers, René; Wiepking, Pamala; Lilly Family School of PhilanthropyHow can computational social science (CSS) methods be applied in nonprofit and philanthropic studies? This paper summarizes and explains a range of relevant CSS methods from a research design perspective and highlights key applications in our field. We define CSS as a set of computationally intensive empirical methods for data management, concept representation, data analysis, and visualization. What makes the computational methods “social” is that the purpose of using these methods is to serve quantitative, qualitative, and mixed-methods social science research, such that theorization can have a solid ground. We illustrate the promise of CSS in our field by using it to construct the largest and most comprehensive database of scholarly references in our field, the Knowledge Infrastructure of Nonprofit and Philanthropic Studies (KINPS). Furthermore, we show that through the application of CSS in constructing and analyzing KINPS, we can better understand and facilitate the intellectual growth of our field. We conclude the article with cautions for using CSS and suggestions for future studies implementing CSS and KINPS.Item Crowding-out or crowding-in: The dynamics of different revenue streams(Taylor & Francis, 2020) de Wit, Arjen; Bekkers, René; Wiepking, Pamala; Lilly Family School of PhilanthropyAn important question in public economics is to what extent changes in government funding lead to changes in private donations. In this chapter we identify and summarize four theoretical perspectives answering this question: the micro-economic, institutional-political, institutional signaling, and organizational perspective. Reviewing the empirical support for each perspective, we find that none of the perspectives sufficiently explains the dispersed empirical evidence for the relationship between government financial support and individual philanthropic donations. We argue that the context in which nonprofit organizations operate is a relevant but often overlooked factor that influences how government support affects philanthropic giving. Research in this area should adopt a dynamic perspective, taking into account the dynamics of different nonprofit revenue streams (from governments, businesses, foundations, households) as well as contextual level factors like the subsector of the nonprofit sector and country characteristics.Item (In)equality Through Unrestricted Grantmaking: Examining Trust and Power in the Collaboration Between the Dutch Charity Lotteries and Their Grantees(2021) Hunnik, Olivier; de Wit, Arjen; Wiepking, Pamala; Lilly Family School of Philanthropy