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Social media platforms have come under considerable ire for their role in perpetuating social inequality. However, there is also significant evidence that platforms can play a role in<jats:italic>reducing<\/jats:italic>social inequality, e.g. through the promotion of social movements. Platforms\u2019 role in producing or reducing social inequality is, moreover, not static; platforms can and often do take actions targeted at positive change. How can we develop tools to help us determine whether or not a potential platform change might actually work to increase social equality? Here, we present the abstraction hierarchy as a tool to help answer this question. Our primary contributions are two-fold. First, methodologically, we extend existing research on the abstraction hierarchy in cognitive engineering with principles from Network Science. Second, substantively, we illustrate the utility of this approach by using it to assess the potential effectiveness of a set of interventions, proposed in prior work, for how online dating websites can help mitigate social inequality.<\/jats:p>","DOI":"10.1007\/s41109-022-00486-8","type":"journal-article","created":{"date-parts":[[2022,7,6]],"date-time":"2022-07-06T10:02:41Z","timestamp":1657101761000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A qualitative, network-centric method for modeling socio-technical systems, with applications to evaluating interventions on social media platforms to increase social equality"],"prefix":"10.1007","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2233-3976","authenticated-orcid":false,"given":"Kenneth","family":"Joseph","sequence":"first","affiliation":[]},{"given":"Huei-Yen Winnie","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Stefania","family":"Ionescu","sequence":"additional","affiliation":[]},{"given":"Yuhao","family":"Du","sequence":"additional","affiliation":[]},{"given":"Pranav","family":"Sankhe","sequence":"additional","affiliation":[]},{"given":"Aniko","family":"Hannak","sequence":"additional","affiliation":[]},{"given":"Atri","family":"Rudra","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,7,6]]},"reference":[{"key":"486_CR1","unstructured":"Achonu J, Jamieson G (2003) Work domain analysis of a financial system: an abstraction hierarchy for portfolio management. 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