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Thomas W L MacDonald

Biographic Data

ID4970112
NAMEThomas W L MacDonald
GIVEN NAMESThomas W L
FAMILY NAMEMacDonald
SIGNATUREMACDONALD T W L
AFFILIATIONSQueen's University
ORCID0000-0003-2777-3890
VERIFIEDYes
TOTAL WORKS2
TOTAL CITATIONS5
WORKS AS AUTHOR2
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2021
LATEST PUBLICATION YEAR2026
H-INDEX1
  • Automating authenticity

    Thomas W L MacDonald•ARTICLE•Economy and Society•2026•References: 24

    In this paper, I examine algorithmic intermediaries known as influencer marketing platforms (IMPs), which attempt to automate influencer marketing. Contributing to scholarship on inequality in the gig economy, I examine how these platforms’ socio-technical infrastructures construct and coordinate markets for creative gig labour and their consequences for workers. Drawing on ethnographic walkthroughs, platform documentation, interviews and walkthr…

  • How it actually works”

    Open Access•Thomas W L MacDonald•ARTICLE•New Media & Society•2021•Cited by: 5•References: 6

    On YouTube, self-styled algorithmic experts claim to know how algorithms “actually work.” However, their knowledge is largely speculative. Developing recent work that pays attention to algorithmic expertise, I argue that algorithmic lore videos are “market devices” which are economically productive for the platform in four ways: they (1) legitimize platform narratives of algorithmic objectivity, (2) teach creators how to calculate the value of co…

  • How it actually works”

    Open Access•Thomas W L MacDonald•ARTICLE•New Media & Society•2021•Cited by: 5•References: 6

    On YouTube, self-styled algorithmic experts claim to know how algorithms “actually work.” However, their knowledge is largely speculative. Developing recent work that pays attention to algorithmic expertise, I argue that algorithmic lore videos are “market devices” which are economically productive for the platform in four ways: they (1) legitimize platform narratives of algorithmic objectivity, (2) teach creators how to calculate the value of co…

  • How it actually works”

    Open Access•Thomas W L MacDonald•ARTICLE•New Media & Society•2021•Cited by: 5•References: 6

    On YouTube, self-styled algorithmic experts claim to know how algorithms “actually work.” However, their knowledge is largely speculative. Developing recent work that pays attention to algorithmic expertise, I argue that algorithmic lore videos are “market devices” which are economically productive for the platform in four ways: they (1) legitimize platform narratives of algorithmic objectivity, (2) teach creators how to calculate the value of co…

  • Automating authenticity

    Thomas W L MacDonald•ARTICLE•Economy and Society•2026•References: 24

    In this paper, I examine algorithmic intermediaries known as influencer marketing platforms (IMPs), which attempt to automate influencer marketing. Contributing to scholarship on inequality in the gig economy, I examine how these platforms’ socio-technical infrastructures construct and coordinate markets for creative gig labour and their consequences for workers. Drawing on ethnographic walkthroughs, platform documentation, interviews and walkthr…

Aesthetics (1 work) · Art (1 work) · Cinema and Media Studies (1 work) · Computer Science (1 work) · Content (measure theory (1 work) · Cyberloafing and Workplace Behavior (1 work) · Digital Economy and Work Transformation (1 work) · Economics (1 work) · Epistemology (1 work) · Ethics and Social Impacts of AI (1 work)

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