Active job seeking carries
, 114
Activity-based systems
, 134
Advertising
, 30
platforms
, 15, 65
strategists
, 30
Affordances
, 6, 70, 81
critique
, 69
Agricultural occupations
, 55
Amazon
, 17, 19, 23–24, 35n3
Amazon Mechanical Turk (AMT)
, 2, 7, 26, 125–126, 131
Amazon Publisher Services
, 27, 29–30
Analytical categorization
, 17
Apollo lunar missions
, 48
App-based restaurant delivery service Foodora
, 158
Applicant tracking system (ATS)
, 99
software systems
, 114
Artificial intelligence (AI)
, 2, 4, 48
ATM machines
, 51–52, 58n9
Automated Hiring Platform (AHP)
, 62–64, 66, 69, 72–73, 76, 78, 80–81
becomes web platform
, 76–78
CDA of
, 73
Automated scheduling platforms
, 84
“Automating inequality” effect
, 7
Autonomous learning game
, 171–172
Cadcrowd for engineering
, 26
Capital
, 153–154
accumulation
, 155–156
gains
, 20
platforms
, 68
Capitalistic production
, 154
CAPTCHA method of testing
, 33
CareerBuilder
, 74–75, 94–95, 98
Chief executive officers (CEOs)
, 129
ChoicePoint (data broker)
, 78–79
Classical business models
, 155
“Classical” capital
, 155, 160
“Classical” firms
, 155–156
Cloud-based SalesForce
, 85
Collaborative economy
, (see Sharing economy)
Communication from Commission (2016)
, 148–149
Communication platforms
, 47
Community
, 126–127
as control
, 137
forums
, 130
macrotask platforms
, 138–139
microtask platforms
, 137–138
Computer gaming industry
, 51
Consensus-based model
, 156
Conservative commentators
, 44
Consignment content producers
, 27–31
Constitutive elements of work-games
, 171–172
Consumer purchasing behavior
, 24
Content
analysis
, 69
creators
, 28
Contest
contest-based macrotask platforms
, 135
contest-based platforms
, 139
platforms
, 124
Context-sensitive methodology
, 70
Contractor-provided systems
, 7
Contradictions within capitalism as historical opportunity to recover self-regulation
, 155–157
Control on crowdwork platforms
, 125–126
community as control
, 137–139
control through reputation and ranking systems
, 133–137
direct control
, 130–133
variety of
, 130
Coordinated market economies
, 156
Corporatist industrial relations
, 167
Cost externalization of social reproduction of labor
, 153–155
Critical discourse analysis (CDA)
, 69–70
of AHP
, 73, 83
CrowdFlower platform
, 2, 125
Crowdwork platform
, 122
control on
, 125–126
crowd, community, and social engineering
, 126–127
crowdworking sites
, 7
data and methods
, 127–130
digital Taylorism
, 122–123
as new work model
, 123–125
performance regulation
, 122, 128–129, 133, 141
variety of control within
, 130–139
Cumbersome legislation on platforms
, 148–149
Customer relationship management (CRM)
, 84–85
“Ideal performativity”
, 96, 112
“Imagined affordances” concept
, 71
Import substitution industrialization model (ISI model)
, 167
Import Substitution Model
, 168, 173, 181
Inclusive labor market policy
, 159–160
Indeed website
, 94–95, 98, 111
“Independent contracting” labor
, 3
Independent contractor
, 166
Indirect digital control
, 123
Industrial
platforms
, 17, 65
players
, 181–183
sector
, 170
Institutional data imperative
, 96
Intelligence augmentation (IA)
, 48
Internet
, 32, 115, 122
Internet-based application
, 173
Internet-based forums
, 158
Internet-based independent publishing
, 28
Internet-based job searchers
, 95
Internet-based search capacities
, 7
search and recruitment
, 94–97
technologies
, 96
Interviewee characteristics
, 119–120
Macrotasks platforms
, 122, 124
community as control
, 138–139
control through reputation and ranking systems
, 135–137
direct control on crowdwork platforms
, 132–133
Managerial strategies
, 127
Manufacturing Consent (Burawoy)
, 172
Market for passive candidates
, 101–111
Market-competition process
, 20
Market-tipping dynamics
, 20
“Marketplace” platforms
, 124
Mass posting sites, “black hole” of
, 98–101
“Matching” mechanisms
, 133
McKinsey Global Institute
, 18, 32
Microtasks platforms
, 122, 124
community as control
, 137–138
control through reputation and ranking systems
, 133–135
direct control on crowdwork platforms
, 130–132
Middle-ground practices
, 111–112
Moderate beneficiaries
, 17
Monster website
, 94–95, 98, 111
Monterrey, changes in labor market of
, 167–169
Participation economy
, 33
Passive candidates, market for
, 101–111
fishing for passive talent
, 106–108
hunting for purple squirrels
, 109–111
stigma of active search
, 103–104
variation in targeted recruitment
, 104–106
wooing passive candidates
, 108–109
work of filling job openings
, 101–102
Path-dependent network effects
, 20
Patreon (crowd-funding website)
, 30
Performance regulation in crowdwork
, 122, 128–129, 133, 141
Personal conversations
, 48
Platform capitalism
, 2–4, 63–64, 67
advocates
, 2–3
critics of
, 3
future paths for research
, 9–11
Platform economy
, (see also Sharing economy), 3, 14, 122, 155–157
analytic framework/taxonomy
, 15–19
evidence of racialization
, 9
impeded analysis
, 5
labor force distinctions in
, 16
platform-mediated content creation
, 27–33
platform-mediated work
, 23–27
work at platform firms
, 19–22
Platform firms
, 2, 15–16, 19, 148
contractors
, 21–22
employees
, 19–21
employment, revenue, and revenue per employee
, 21
work at
, 19–22
Platform workers
, 5–6
active or agentic features
, 8
Platform-based “sharing economy”
, 68
Platform-based firms
, 147, 153–155, 157
Platform-based income
, 18
Platform-created ecosystems
, 17
Platform-dependent workers
, 17
Platform-mediated content creation
, 27
consignment content producers
, 27–31
non-platform organization content producers
, 31–32
user-generated content
, 32–33
Platform-mediated work
, 23, 147
platform-mediated in-person service provision
, 24–26
platform-mediated marketplaces
, 23–24
platform-mediated remote contracting
, 26–27
Platforms
, 63, 122, 128, 134
AHP
, 63–64
application policies for 2017 Fortune 500 list
, 90–91
authoritarianism
, 7, 10, 62, 66
automated hiring becomes web platform
, 76–78
CDA
, 69–70
contemporary work platform vendors
, 83
data analysis
, 72–73
data collection
, 71–72
Decision Point Systems and Kiosk
, 75–76
findings
, 73
future research directions
, 83–85
increased retention
, 80
job boards and experimental software
, 74
loss prevention
, 78–79
methodology
, 69
new classified sections
, 74
reduced hiring bias
, 79
reduced hiring time
, 79–80
reducing friction, increasing fragmentation
, 80–81
reputational system
, 8
revolution in Belgium
, 9
sociology of work
, 62–63, 64–69
triangulating claimed benefits
, 78
Playing modes for different players
, 178
divergences in work-games according to employment trajectory of drivers
, 180
industrial players
, 181–183
playing game
, 185
precarious players
, 183–184
professional players
, 179, 181
students
, 184–185
Polarization-inducing effect
, 7
“Polite but not talkative” type passenger
, 177
Pre-Web Bulletin Board Services
, 74
Precarious players
, 183–184
Product platforms
, 17, 65
Professional knowledge
, 124
Professional players
, 179, 181
Professional social media websites
, 94
Purple squirrels
, 109–111
Salesforce
, 85
lease digital services
, 65
Scandinavian systems
, 156
Self-driving vehicles
, 49
Self-employed individuals
, 153
Self-regulation
, 147, 156
Sensor-assisted systems
, 49
Set your own Schedule and Earn Instant Money (slogan-triad of emancipatory resonance)
, 169
Shadow Work (Lambert)
, 58n4
Sharing economy
, (see also Platform economy), 2, 17, 35n1, 146, 148, 156–157, 159–160
business model of platform-based firms
, 153–155
as recent step in flexibilization of Belgian labor market
, 150–152
as strategy to activate diverse labor
, 148–150
workers equally in Belgian labor market
, 157–160
Single-site ethnographies
, 85
Skill-biased technological change (SBTC)
, 97
Social
capital
, 83, 137
consultation
, 156
dialog
, 151
engineering
, 126–127
insurance safety net
, 155
media networks
, 138
media platforms
, 63
networking websites
, 95
partners
, 156
reproduction of labor
, 147, 153–155, 154
security contributions
, 155
stratification
, 94
Socio-economic process
, 154
Socio-ideological control
, 127
Socio-technical work system
, 123
Sociology of work
, 62–64, 85
platform studies
, 64–65
sociology of platforms at work
, 65–69
Space-bound astronauts
, 49
Specter of automation
, 44
“Standard” employment de facto
, 158
State-driven economic model
, 167
State-led industrialization
, 167–168
Stigma of active search
, 103–104
Stock theft reduction
, 78
Structured data fields
, 74–75
Surveillance
, 51, 67, 125, 131
Survival mode
, 167, 179, 182–183
Talent management division
, 77
“Talkative and rude” type passenger
, 177
“Talkative type” passenger
, 176–177
Task complementarity
, 48–49
Task-replacement framework
, 45–47, 58n7
task complementarity vs.
, 48–49
unstated assumptions
, 47–48
Task-substitution method (Frey and Osborne)
, 46
TaskRabbit
, 2, 26, 36n12, 147
Tax breaks, provision of
, 9
Technology
, 66–67
technological systems
, 52
technology-based performance control
, 131
TELCEL (monopolistic telecommunication corporation in Mexico)
, 181
Theoretical sampling strategies
, 98
Traditional employees
, 157
Traditional job surveys
, 18
Traditional organizational forms
, 166
Transformative power vis-á-vis “traditional” economy
, 3
Transportation service provider
, 169–170
Twitch gaming network
, 27
Twitter
, 20, 30, 32, 35, 63
Uber
, 2, 6, 9–10, 19, 25, 36n8, 65, 68, 123, 146, 166
app
, 125, 176
corporation
, 178
drivers
, 169–170
model
, 166
service
, 170
Uer lacks management structure
, 173
virtualized management system
, 172–173
“Ubercapital”
, 113, 115n3
Uncertainty
, 6, 155, 172, 183, 184
labor market
, 8
UNI Global Union (2017)
, 159
Union of Independent Entrepreneurs
, 159
Upwork platform
, 26, 125–126, 147, 150
User-generated content (UGC)
, 17, 32–33, 64