Challenges of Remote Freelancing in Digital Marketing: A Literature Review of Platform Labor and Worker Precarity
Overview
This literature review examines academic research on remote freelancing in digital marketing, synthesizing findings from five credible sources on platform labor challenges. The paper analyzes key issues including algorithmic monitoring, privacy violations, work precarity, gender disparities, and the opacity of reputation systems that affect freelancer autonomy and income stability.
What this literature review covers
- Analysis of IT freelancer challenges on digital labor platforms including algorithmic monitoring and privacy concerns
- Gender differences and pandemic impacts on online freelance work, particularly in creative fields like marketing
- Development of gig literacies and strategies for managing volatile rating systems on platforms like Upwork
- Examination of algorithmic control versus autonomy claims in the global gig economy
Preview
Advanced Review of Literature on Remote Freelancing in Digital Marketing
Donald Ngonyo
University of the People
ENGL 1102 - English Composition 2
Punit Kawathekar
February 16, 2026
Advanced Review of Literature on Remote Freelancing in Digital Marketing
Summaries of the Five Credible Sources
Gussek, L., Grabbe, A., & Wiesche, M. (2023). Challenges of IT freelancers on digital labor platforms: A topic model approach. Electronic Markets, 33(1), 1–22. https://doi.org/10.1007/s12525-023-00675-y
This study analyzes over 18,000 platform reviews using topic modeling to reveal challenges for IT freelancers, including algorithmic monitoring, feedback opacity, pricing difficulties, and financial uncertainties. Workers face privacy invasions (such as random screenshots) and uncontrollable rating systems that impact visibility. Gussek et al. (2023) note, “Privacy is thus often violated” in monitoring practices (p. 10). Paraphrasing this, it implies that the platform surveillance tools frequently compromise freelancer privacy, as random screenshots can misrepresent routine activities like quick searches, leading to client misunderstandings about competence.
Dunn, M., Munoz, I., & Sawyer, S. (2021). Gender differences and lost flexibility in online freelancing during the COVID-19 pandemic. Frontiers in Sociology, 6, 738024. https://doi.org/10.3389/fsoc.2021.738024
The article uses survey data to show how the pandemic reduced flexibility for US online freelancers, with greater impacts on women due to household responsibilities and increased competition. Creative occupations (like marketing) reported higher precarity, unpredictable earnings, and reduced hours. Dunn et al. (2021) state, “The pandemic eroded the autonomy that initially attracted many to freelancing” (p. 5).