Occupational Diversity and Stratification in Platform Work: A Longitudinal Study of Online Freelancers

📅 2026-04-03
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🤖 AI Summary
This study addresses the limitation of treating platform workers as a homogeneous group, which obscures occupational heterogeneity and impedes nuanced understanding and supportive design for platform labor. Through a longitudinal investigation of 108 online freelancers across five distinct occupational categories, complemented by in-depth interviews and content analysis, the research introduces the concept of “platform occupational stratification” and identifies four mechanisms through which platform managerial control interacts with occupational embeddedness. Findings demonstrate that workers’ occupational backgrounds significantly shape their platform labor experiences across four key dimensions: self-presentation, flexibility, skill development, and work sustainability. These insights provide an empirical foundation and design paradigm for developing occupation-sensitive digital labor platforms.
📝 Abstract
We focus on occupational diversity in platform-mediated work to advance conceptual and empirical insight into the occupationally embedded nature of platform labor. We pursue this focus in response to a prevailing tendency to treat platform workers as a homogeneous group, overlooking the unique demands, constraints, and practices rooted in specific professions. Such generalizations hinder both understanding of platform work and the development of sociotechnical systems that support differentiated occupational realities. To address this gap, we present a longitudinal analysis of 108 online freelancers spanning five occupational categories. We show that occupational context structures workers' capacity to interpret and navigate platformic management, shaping distinct experiences across four dimensions of platform work: self-presentation, flexibility, skilling, and platform work sustainability. To articulate how digital labor platforms' managerial control interacts with occupational embeddedness, we introduce the concept of platformic occupational stratification and discuss four mechanisms that explain its logic and implications for platform-mediated work. These insights contribute to CSCW by informing occupation-sensitive research and design approaches that directly engage with the specific opportunities and challenges rooted in workers' situated occupational agency in platform-mediated work.
Problem

Research questions and friction points this paper is trying to address.

occupational diversity
platform work
occupational stratification
digital labor platforms
occupational embeddedness
Innovation

Methods, ideas, or system contributions that make the work stand out.

occupational diversity
platformic occupational stratification
platform-mediated work
longitudinal study
occupational embeddedness
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