The Growth of Follower Networks on Social Media Platforms for Humanitarian Operations

• 成果类型: Article
• 署名作者: Yoo, Eunae; Rabinovich, Elliot; Gu, Bin
• 署名单位: University of Tennessee System; University of Tennessee Knoxville; Arizona State University; Arizona State University-Tempe; Boston University
• 刊物名称: PRODUCTION AND OPERATIONS MANAGEMENT
• ISSN/ISSBN: 1059-1478
• DOI: 10.1111/poms.13245
• 发表日期: 2020
• 页码: 2696-2715
• 关键词: social media; humanitarian operations; content sharing; strategic network formation; structural model

摘要

Information is a perishable resource that is costly to produce and distribute to stakeholders. To ensure the rapid and broad diffusion of this resource, humanitarian organizations (HOs) have become increasingly intent on building larger follower networks on social media platforms. Our study examines the growth of these networks, particularly in response to the sharing of social media content originally produced by the HOs during periods of normalcy and emergency. To analyze this phenomenon, we formulate a structural model grounded in theoretical work on strategic network formation. Our model evaluates the probability of individual users deciding to follow a HO in response to content sharing as a function of their utility and costs of doing so. We estimate the model using a unique Twitter dataset from a natural experiment involving a major earthquake. We find that content sharing more effectively contributes to the expansion of HOs' follower networks after the earthquake. Our results also indicate that content sharing stimulates the formation of follower links to HOs from users who are at the highest risk of receiving obsolete information. Moreover, strategically engaging with users to share and diffuse content can yield greater follower link formation activity. Based on these findings, we derive operational implications for HOs that aim to increase the size of their follower networks on social media platforms.