Learning-by-doing in non-homogeneous tasks: An empirical study of content creator performance on a music streaming platform

Li, Yang; Ping, Yanni; Zhong, Yuyun; Misra, Ram B.

doi:10.1016/j.elerap.2023.101241

Cited by 5 publications

(2 citation statements)

References 54 publications

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“…Therefore, it can be concluded that when deciding whether to adopt a product, consumers should interact with their neighbors (the nature of complex networks) and surrounding environment (in the case of indirect network effect, this mainly refers to the number of complementary products) and adjust their strategies through learning by doing. Learning by doing refers to the fact that learning should be relevant and practical, and not just passive and theoretical [14,15]. On the other side, a similar conclusion can be derived for sellers.…”

Section: Introductionmentioning

confidence: 83%

The Diffusion of Competitive Platform-Based Products with Network Effects

Zhang¹,

Dong

2023

Sustainability

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The existence of network effects not only changes traditional product diffusion patterns but also has significant impacts on individuals’ decision behaviors. Previous studies on competitive product diffusion have focused on macro-level diffusion speed and effects while neglecting the micro-level impacts of individual heterogeneity and social interaction on product diffusion. This paper introduces the individual heterogeneities and social interactions of consumers into the competitive product diffusion model on the basis of a two-sided market framework and complex network theory. We proposed a small world network model and behavioral game theory. Specifically, the small world network model was used to build interactions between users, and behavioral game theory was utilized to describe the interactions between users. In our model, the direct network effect was distinguished from the indirect network effect on the basis of the synergy of multiple complementary products. The results show that the final distribution often presented a situation wherein two products coexisted, but the market share was very different. In an asymmetric first-mover situation, the direct network effect dominated the indirect network effect. Moreover, the dominant position of one product at present can be changed by the other under certain conditions. Finally, when the switching and learning costs were high, the market maintained its concentration, and the prior platform was unable to dominate the market. A decrease in the costs raised the prior platform’s market share and the speed of market occupation.

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Section: Introductionmentioning

confidence: 83%

The Diffusion of Competitive Platform-Based Products with Network Effects

Zhang¹,

Dong

2023

Sustainability

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“…Most studies on digital platforms and cultural heritage preservation and distribution have focused on museums, art, and historical artifacts. Few research have examined how internet platforms preserve and promote traditional folk music, an important intangible cultural treasure (Li, Ping, Zhong, & Misra, 2023). Furthermore, previous research frequently lacks a thorough investigation of the various degrees of digital platform usage and how varied levels of access to information systems may influence citizen participation (Váradi, Józsa, Fodor, Molnár-Tamus, & Szűcs, 2023).…”

Section: Introductionmentioning

confidence: 99%

Reviving folk music of the southeast in Shanxi: cultural revitalization and citizen engagement through digital platforms and facilitation through information systems

Zhang

2023

J INFORM SYSTEMS ENG

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Digital platforms have become significant vehicles in supporting cultural expressions, thanks to the increasing prevalence of technology and ubiquitous internet access. These platforms provide a wealth of resources, such as online archives, digital databases, and social media, that allow users to easily access information about folk music, cultural events, and historical customs. This quantitative study set out to investigate the relationship between citizen participation in folk music and cultural revitalization and the frequency of digital platform usage and access to information systems. The study also sought to determine how information accessibility mediated these correlations. The study used a cross-sectional methodology and an explanatory quantitative research design to gather data from a sample of 470 individuals, comprising music students from Southeast and Shanxi. Information on the use of digital platforms, access to information systems, participation of citizens in folk music, and cultural renewal was gathered using a structured questionnaire. The data analysis found strong beneficial correlations between citizen participation and cultural renewal and the use of digital platforms. Access to information systems was also favorably linked to civic involvement and cultural renaissance. According to the mediation study, information accessibility plays a critical role in tying the use of digital platforms and access to information systems to civic involvement and cultural renaissance. This study advances academic knowledge by deepening our understanding of how technology, information accessibility, and cultural involvement interact. The results emphasize the significance of information accessibility as a crucial element in encouraging public participation in folk music and assisting cultural revitalization initiatives.

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High-Quality Data Collection in Data Markets

2024

SpringerBriefs in Service Science

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Learning-by-doing in non-homogeneous tasks: An empirical study of content creator performance on a music streaming platform

Cited by 5 publications

References 54 publications

The Diffusion of Competitive Platform-Based Products with Network Effects

The Diffusion of Competitive Platform-Based Products with Network Effects

Reviving folk music of the southeast in Shanxi: cultural revitalization and citizen engagement through digital platforms and facilitation through information systems

High-Quality Data Collection in Data Markets

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