Good Gig, Bad Gig: Autonomy and Algorithmic Control in the Global Gig Economy

Good Gig, Bad Gig: Autonomy and Algorithmic Control in the Global Gig Economy Alex J. Wood Mark Graham Vili Lehdonvirta Isis Hjorth

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Good Gig, Bad Gig: Autonomy and Algorithmic Control in the Global Gig Economy 2018 Work Employment and Society 10.1177/0950017018785616 wood2018-good-gig-bad-gig-autonomy-and-algo wood2018-good-gig-bad-gig-autonomy-and-algo.txt, the project's staged copy 1214250a094cf296452c59b3ab360b7627952de0 cc-by sociology

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0 spans located by searching the stored text for the quote's exact words, allowing any whitespace between them job quality in the remote gig economy - digital services sold through online labour platforms by workers in Southeast Asia and Sub-Saharan Africa to clients in high-income countries Quotation withheld because this record is not cleared for redistribution. what the job quality of remote gig work is, and which organisational forms of control explain the commonalities across platforms and countries Quotation withheld because this record is not cleared for redistribution. evidence that algorithmic control, unlike Taylorism, delivers high autonomy AND low pay, isolation and overwork at once; and the identification of platform reputation as a symbolic form of marketplace bargaining power Quotation withheld because this record is not cleared for redistribution. existence Quotation withheld because this record is not cleared for redistribution. remote gig workers experiencing genuine autonomy and severe overwork as two effects of the same system of control Quotation withheld because this record is not cleared for redistribution. field-study field-study Quotation withheld because this record is not cleared for redistribution. mechanisms CONTROL AT THE END OF THE LABOUR PROCESS, NOT DURING IT. Only the delivered product is judged, so the worker is genuinely free in method, hours and place - and the same fact means the rating that governs all future work is assigned after the work is done and cannot be argued with Quotation withheld because this record is not cleared for redistribution. mechanisms NON-PROXIMITY DEFEATS SUPERVISION AND THE RATING RESTORES IT: clients in high-income countries cannot watch workers in SEA and SSA, so direct monitoring fails - and platform rating and ranking overcome exactly the spatial and temporal barriers that defeated it Quotation withheld because this record is not cleared for redistribution. mechanisms RANKING IS THE SANCTION: platforms do not dismiss low-rated workers, they filter work away from them, so the penalty is invisible, gradual and unappealable - continuing on the platform simply stops being a viable living Quotation withheld because this record is not cleared for redistribution. mechanisms DIRECT MONITORING WAS EASILY CIRCUMVENTED - keystroke counts and screenshots were worked around by timing and by a second monitor - which is why the reputational mechanism, not the surveillance mechanism, is the effective one Quotation withheld because this record is not cleared for redistribution. mechanisms WORKERS WELCOMED THE MONITORING because the platform guaranteed payment for monitored work: surveillance was traded for protection against wage theft, so the same mechanism is a safeguard and a control depending on who is short of power Quotation withheld because this record is not cleared for redistribution. mechanisms FORMAL CONTROL WITHOUT REAL CHOICE: workers hold genuine authority over where and when they work and have little real alternative to home and to unsocial hours, because client demand and weak structural power set the terms Quotation withheld because this record is not cleared for redistribution. mechanisms AN UNREGULATED GLOBAL OVERSUPPLY OF LABOUR is what the platform connects clients to, and it is the source of the weak structural power that turns autonomy into overwork Quotation withheld because this record is not cleared for redistribution. probability sampling is stated to be impossible on an online labour platform, because the chance of any member seeing the survey task is unequal and unknown Quotation withheld because this record is not cleared for redistribution. response rates were 30% and 7% on the two platforms, which the authors call low by conventional social survey standards Quotation withheld because this record is not cleared for redistribution. the sample resembles a quota sample except that subsample sizes were not predefined - they depended on how easy each subpopulation was to find Quotation withheld because this record is not cleared for redistribution. the population of remote gig workers is called an ambiguous concept, since engagement runs from a registered account to a full-time income and changes over time; the authors define it by a work threshold instead Quotation withheld because this record is not cleared for redistribution. the survey is used only to show that interview themes are shared more widely, not to estimate population quantities Quotation withheld because this record is not cleared for redistribution. research on remote gig work quality is limited in both the number of studies and the breadth of platforms and countries covered, which bounds what the findings can be compared against Quotation withheld because this record is not cleared for redistribution. 40 of the 147 workers interviewed were excluded because they did not use either of the two platforms under study eliminates: workers with no experience of the two platforms under study contributing to findings about those platforms - 40 of 147 interviewees were excluded on that ground · outcome: held Quotation withheld because this record is not cleared for redistribution. 174 of 853 survey responses were excluded - wrong region, incomplete job-quality modules, or a failed attention check - leaving 679 eliminates: inattentive or mis-targeted responses as a source of the survey results - 174 of 853 were removed for wrong region, incomplete modules, or a failed attention check · outcome: held Quotation withheld because this record is not cleared for redistribution. participants were told the interview was research and not a job, and that no platform feedback would be left either way - removing the reputational stake that would otherwise shape what a rated worker says eliminates: the reputational stake as an influence on what workers said - participants were told it was research, not a job, and that no platform feedback would be left either way · outcome: held Quotation withheld because this record is not cleared for redistribution. purposive invitation across countries, genders and skills was used in place of an open task, which the authors argue mitigates self-selection on task-type preference and reservation wage eliminates: self-selection on task-type preference and reservation wage, which an open posted task would have introduced - purposive invitation across countries, genders and skills was used instead · outcome: partial Quotation withheld because this record is not cleared for redistribution. algorithmic control algorithmic control Quotation withheld because this record is not cleared for redistribution. algorithmic management algorithmic management Quotation withheld because this record is not cleared for redistribution. gig economy gig economy Quotation withheld because this record is not cleared for redistribution. remote gig work remote gig work Quotation withheld because this record is not cleared for redistribution. job quality job quality Quotation withheld because this record is not cleared for redistribution. online labour platforms online labour platforms Quotation withheld because this record is not cleared for redistribution. autonomy autonomy Quotation withheld because this record is not cleared for redistribution. Taylorist Taylorist Quotation withheld because this record is not cleared for redistribution. work intensity work intensity Quotation withheld because this record is not cleared for redistribution. symbolic power symbolic power Quotation withheld because this record is not cleared for redistribution. marketplace bargaining power marketplace bargaining power Quotation withheld because this record is not cleared for redistribution. structural power structural power Quotation withheld because this record is not cleared for redistribution. platform reputation platform reputation Quotation withheld because this record is not cleared for redistribution. social isolation social isolation Quotation withheld because this record is not cleared for redistribution. customer management customer management Quotation withheld because this record is not cleared for redistribution. labour process labour process Quotation withheld because this record is not cleared for redistribution. discretion discretion Quotation withheld because this record is not cleared for redistribution. overwork overwork Quotation withheld because this record is not cleared for redistribution. non-proximity non-proximity Quotation withheld because this record is not cleared for redistribution. theory elaboration theory elaboration Quotation withheld because this record is not cleared for redistribution. purposive purposive Quotation withheld because this record is not cleared for redistribution. self-selection biases self-selection biases Quotation withheld because this record is not cleared for redistribution. autonomy - IN THIS PAPER A REAL AND MEASURED FREEDOM THAT DOES NOT IMPLY GOOD WORK. 72% could choose the order of tasks and 74% their methods, and the same workers report overwork, sleep deprivation and exhaustion. The paper's whole argument is that autonomy and job quality come apart, so reading `autonomy` as a job-quality outcome inverts the finding Quotation withheld because this record is not cleared for redistribution. algorithmic control - CONTROL EXERCISED AT THE END OF THE LABOUR PROCESS RATHER THAN DURING IT. That single structural fact generates the whole pattern: because only the output is judged, the worker is free in how they work, and because the rating governs future work, the freedom is unusable Quotation withheld because this record is not cleared for redistribution. algorithmic management - NOT SUPERVISION BY MACHINE BUT CUSTOMER MANAGEMENT EXTENDED: the client is placed in the management circuit, and the platform's ranking turns their rating into a sanction. The controller is another user, not an algorithm with a policy Quotation withheld because this record is not cleared for redistribution. platform reputation - AN INDIVIDUAL RESOURCE IN THE LABOUR MARKET, alongside skills, rather than a signal about past work. It is what the paper means by reputation having `symbolic power`: it is held by the worker, cannot be transferred between platforms, and determines what work is reachable at all Quotation withheld because this record is not cleared for redistribution. contradicts → accounts which hold that ICTs bring Taylorist organisational forms to white-collar work - the 'assembly line in the head' and 'electronic sweatshop' readings - which this study's remote gig workers do not fit Quotation withheld because this record is not cleared for redistribution. contradicts → Shapiro's characterisation of gig-work autonomy as 'autonomy over minute decisions', which the authors find far from minute for remote gig work Quotation withheld because this record is not cleared for redistribution. extends → Silver's and Wright's concept of marketplace bargaining power, which this article extends with a symbolic form neither of them considers Quotation withheld because this record is not cleared for redistribution. qualifies → the literature on Taylorist informational control, which is predominantly based on call-centre research and was generalised into theories of effort-biased technology adoption Quotation withheld because this record is not cleared for redistribution. algorithmic control —distinct-from→ Taylorist algorithmic control Taylorist strength of the relation: 0.95 Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the span lists Taylorist and algorithmic controls as forms; it does not assert a distinction. Quotation withheld because this record is not cleared for redistribution. algorithmic management —is-a→ customer management algorithmic management customer management strength of the relation: 0.95 Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the span calls algorithmic management an EXTENSION of customer management; is-a is loose. Quotation withheld because this record is not cleared for redistribution. algorithmic control —causes→ autonomy algorithmic control autonomy strength of the relation: 0.9 Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but endpoint by anaphora: 'This form of control' = algorithmic control (previous sentence); the span says algorithmic management FACILITATES autonomy. Quotation withheld because this record is not cleared for redistribution. algorithmic control —causes→ overwork algorithmic control overwork direction on the measure: increases · strength of the relation: 0.9 Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the span says algorithmic control CAN lead to overwork; hedged. Quotation withheld because this record is not cleared for redistribution. symbolic power —is-a→ marketplace bargaining power symbolic power marketplace bargaining power strength of the relation: 0.95 Quotation withheld because this record is not cleared for redistribution. Algorithmic control is central to online labour platforms, bringing autonomy and flexibility but also low pay, isolation, unsocial hours, overwork and exhaustion. Quotation withheld because this record is not cleared for redistribution. control operates at the end of the labour process rather than during it, which is what distinguishes it from Taylorist informational control Quotation withheld because this record is not cleared for redistribution. Online labour platforms filter work away from low-rated workers. Quotation withheld because this record is not cleared for redistribution. Workers often welcomed monitoring because the platform guaranteed payment for monitored work. Quotation withheld because this record is not cleared for redistribution. skills and platform reputation are the individual resources that matter most; workers lacking them suffered low incomes and insecurity Quotation withheld because this record is not cleared for redistribution. gig economy gig economy Quotation withheld because this record is not cleared for redistribution. remote gig work remote gig work Quotation withheld because this record is not cleared for redistribution. algorithmic management algorithmic management Quotation withheld because this record is not cleared for redistribution. Taylorist informational control Taylorist informational control Quotation withheld because this record is not cleared for redistribution. 107 interviews across six countries (36 in Southeast Asia, 71 in Sub-Saharan Africa) over seven months of fieldwork — None Quotation withheld because this record is not cleared for redistribution. 679 survey respondents after exclusions, 40% female and 60% male, 51% SEA and 49% SSA — None Quotation withheld because this record is not cleared for redistribution. 72% could choose or change the order of their tasks and 74% their methods of work — None Quotation withheld because this record is not cleared for redistribution. survey response rates of 30% and 7% on the two platforms — None Quotation withheld because this record is not cleared for redistribution. skills skills Quotation withheld because this record is not cleared for redistribution. platform reputation platform reputation Quotation withheld because this record is not cleared for redistribution.

The full text of this article is not redistributable, so it is not included here. The evidence sentences are withheld with it; the tag layer and its grounding status remain. The article itself is at https://doi.org/10.1177/0950017018785616.