SlideShare a Scribd company logo
1 of 7
Download to read offline
International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 6 Issue 4, May-June 2022 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD50140 | Volume – 6 | Issue – 4 | May-June 2022 Page 547
Digital Labor: A Primer
Matthew N. O. Sadiku1
, Uwakwe C. Chukwu2
, Abayomi Ajayi-Majebi3
, Sarhan M. Musa1
1
Roy G. Perry College of Engineering, Prairie View A&M University, Prairie View, TX, USA
2
Department of Engineering Technology, South Carolina State University, Orangeburg, SC, USA
3
Department of Manufacturing Engineering, Central State University, Wilberforce, OH, USA
ABSTRACT
Digital labor refers to value-adding activities performed by humans
on Internet platforms. It is a global phenomenon that has come to be
associated with the broader relationships between labor and digital
technology. It is a multifaceted field that is characterized by
exploitation, alienation, power, inequality, ideology, and struggle.
These problems of digital labor are due to its inclusion and
application in capitalist relations of production. It is already
transforming the workplace as advanced software that can mimic
many human functions and automate several tasks workers currently
do. This paper introduces digital labor and digital labor platforms as
well as their applications and challenges.
KEYWORDS: technologies, digital labor, digital work, , digital labor
platforms, digital transformation, immaterial labor, robotic process
automation, intelligent process automation
How to cite this paper: Matthew N. O.
Sadiku | Uwakwe C. Chukwu | Abayomi
Ajayi-Majebi | Sarhan M. Musa "Digital
Labor: A Primer"
Published in
International Journal
of Trend in
Scientific Research
and Development
(ijtsrd), ISSN: 2456-
6470, Volume-6 |
Issue-4, June 2022, pp.547-553, URL:
www.ijtsrd.com/papers/ijtsrd50140.pdf
Copyright © 2022 by author(s) and
International Journal of Trend in
Scientific Research and Development
Journal. This is an
Open Access article
distributed under the
terms of the Creative Commons
Attribution License (CC BY 4.0)
(http://creativecommons.org/licenses/by/4.0)
INTRODUCTION
Technology is everywhere. The adoption of new
technologies will transform every part of life.
Technology surrounds every aspect of 21st century
life. It is in the cell phones we use, the cars we drive,
and even the food we eat [1]. The digital
transformation of industries worldwide is already well
under way. The term “digital” in digital technologies
refers to intensive and extensive use of information
and communication technologies (ICTs).
“Digitalization” and “digital transformation” are the
two most useful terms when describing the impact of
digital technology on society.
The digitization of labor is being facilitated by
technologies such as cloud computing, social
media, big data, artificial intelligence, machine
learning, robotics, automation, blockchains, 3D
printing, augmented reality and virtual reality. No one
doubts these technologies will have an immense
impact on workforces everywhere. However, the
extent to which these technologies will impact the
workforce remains open to debate.
Each nation needs to step up its game if it is going to
reap the benefits of new technologies and digitization.
Over the years, the Internet has become a simple-to-
join, anyone-can-play system. It is now the
playground and factory of digital labor. A new
tradition has emerged with regard to the high-paid
tech workers who are in charge of managing Internet-
related digital technologies. The commercial Internet
has introduced new forms of work and corporate
cultures as part of digital capitalism.
WHAT IS DIGITAL LABOR?
Labor is the most place-bound of all factors of
production. The rise of digital labor has been
attributed to two factors: unemployment and digital
connectivity. The main factors for participation in
digital labor markets [2]: (1) Digital skills, (2) Higher
Educational level, (3) Unpaid house workers, (4)
unemployed and independent with employees, (5)
Owners of devices (computers or laptops).
The digital labor is a new form of work emerging
within digital capitalism. The digital labor
encompasses all work entangled with the digital
economy. The concept of digital labor has been
primarily used to analyze highly precarious new
forms of work. Terms like gig workers, crowd
IJTSRD50140
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD50140 | Volume – 6 | Issue – 4 | May-June 2022 Page 548
workers or prosumers are deployed to describe this
new form of labor. Our understanding of digital labor
should cover all work activities entangled with the
digital economy as a whole. It should include
professional digital laborers at Internet-based
companies. It should also include tech workers,
hardware assembly workers, digital waste workers,
rare earth miners, employees in hardware production,
IT service desk workers, software engineers, digital
designers, crowd workers, gig workers, and the
prosumer [3].
The term “digital labour” was first popularized by
Tiziana Terranova in her influential article “Free
Labour: Producing Culture for the Digital Economy.”
The concept really took off only after 2009, when
conferences on the topic were held at the New School
in New York. It has identified an influential
theoretical proposition that builds on the Marxist
tradition. Digital labor constitutes a global ecology of
exploitation enabling the existence of the social
media industry, which is a core part of digital
capitalism. It includes all forms of paid and unpaid
labor that are needed for existence, production,
diffusion, and use of digital media [3]. Figure 1
shows some digital labor rights [4].
Digital labor may be regarded as work that is
performed by robotic process automation (RPA)
systems. It should encompass all human-performed
work tasks, whether material or immaterial.
Immaterial labor is regarded as that which produces
immaterial commodities such as information,
knowledge, ideas, images, relationships and
affections. Digital labor is the flip side of a particular
economic field—the digital economic field. Digital
labor includes tech workers, who configure, design
and manage the digital technologies. Figure 2 shows
some tasks that should be automated with RPA [5].
DIGITAL LABOR PLATFORMS
Digital labor platforms (DLP) is a new form of
coordinating the provision of labor services. It one of
the most visible results of the latest technological
revolution in the world of work. The Internet
platforms have been use for the creation of content
and the use of blogs, social networking sites, wikis,
microblogs, content sharing sites, and similar
activities at the heart of profit generation. Since
Internet-mediated allocation of tasks crosses national
boundaries, the global labor dynamics have turned
traditional geographies upside down. The Internet-
based platforms connect workers worldwide with
companies seeking to have tasks completed. This
leads to the availability of online work over different
platforms.
Online labor platforms matching labor supply and
demand are modifying the world of work. The
platforms have attracted a lot of attention due to their
potential to disrupt labor markets. The are typically
illustrated in Figure 3 [6]. Digital labor platforms
promise autonomy to workers and young workers
choose the platform because they feel that it allows
them to control where and when they work. The
dynamics of marginalization of work on digital
platforms should be addressed at both domestic and
international levels. Although digital labor platforms
are leading to profound changes in business models,
the organization of labor and labor relationships, the
number of people finding work through digital labor
platforms is still relatively small.
The transformation of digital labor into digital work is
important. Digital work is increasingly being
portrayed as a means of allowing workers to tap into
an international market. Digital work is now a global
phenomenon and is characterized by distinct
geographies. The matching of worker to client is
digital, while work can be undertaken virtually or
physically. The labor of crowd workers is necessary
for the digital economy to function. The new
generation of tech workers also differs from other
professional digital laborers.
APPLICATIONS OF DIGITAL LABOR
Governments of developing nations are increasingly
regarding digital labor as a mechanism for helping
some of the world’s poorest escape the limited
opportunities for economic growth in their local
contexts. The following are typical areas digital labor
is being applied.
Digital Labor in Government: Government
agencies run on data. This requires endless staff
hours spent inputting, processing, and sharing
information across departments. Automation
technologies are already being installed in
government workplaces to take over routine tasks.
In developed economies where labor costs are
high, employing artificial intelligence (AI) can
drastically reduce much of the time-intensive,
administrative tasks. AI promises to free up
government employees and allow them to focus
on creative projects and service to the citizens.
This new digital labor could free up huge
numbers of labor hours and help government
agencies to keep pace with the workload while
not sacrificing quality [7]. For example, digital
labor in China is shown in Figure 4 [8].
Digital Labor in Financial Services Industry:
Remote working has proven successful across the
industry. Today, remote working is part of the
new operating work environment and the use of
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD50140 | Volume – 6 | Issue – 4 | May-June 2022 Page 549
digital labor is more crucial than ever. Financial
services industry is increasingly turning to digital
labor to keep up with surging workloads. The
coronavirus pandemic has somewhat changed the
way financial firms are thinking about work and
physical office spaces. The digital labor is playing
a vital role while the coronavirus pandemic is
accelerating digital transformation. The industry
gradually migrating their automation delivery
strategies to accommodate faster time to market
for solutions. In stressed, one must have
preventative mechanisms to control digital labor
[9].
Digital Labor in Accounting: Robotic Process
Automation (RPA) is an emerging technology
that enables the automation of tasks through the
use of software bots for accounting tasks.
Accounting firms benefit from automating
processes that are structured, repeated, rules-
based, and with digital inputs. They experience
cost savings, improved process documentation,
lower error rates, and better report quality [10].
Digital Labor in Oil and Gas: Digital labor can
automate most of the laborious processes we
encounter in oil and gas industry. It is an easy and
cost-effective way to automate monotonous tasks
and enhance performance. With a minimal
investment in time and money, an oil and gas
company can deploy software that will
automatically gather and format data from
disparate sources. This could free revenue
accounting professionals from the repetitive,
monotonous, mind-numbing task and provide
company leadership with more timely, informed
analyses that will help the make better decisions
[11].
BENEFITS
The most important promise that digital labor
platforms make to their workforce is flexibility. They
offer flexibility regarding where, when, and how to
work. Deploying digital labor could result in reduced
costs and better performance in almost any company.
Digital labor platforms have been promoted as a
solution to the unemployment crisis caused by the
COVID‐19 pandemic. Governments and
organizations are turning to digital labor as an
economic development strategy to bring jobs to
places that need them.
There are many benefits in using technology to
automate time-intensive tasks and free up staff to
perform higher-level analyses and forecasting. In
some cases, businesses use the new technology to
work alongside humans and take advantage of digital
labor while minimizing the disruption to employees.
Digital labor is not so much a threat to the human
workforce as it is the next evolutionary step toward
ever smarter, productive and innovative employees.
Digital labor platforms allow workers to pursue work
that aligns better with their personal interests. Digital
labor can improve job satisfaction because employees
feel their work is more valuable and less repetitive. A
growing number of affluent digital laborers earn high
salaries as software engineers, data scientists,
programmers, designers, or managers of digital
technologies.
CHALLENGES
Digital labor as a multifaceted field that is
characterized by exploitation, alienation, power,
inequality, ideology, and struggle. These problems,
limits, potentials, and contradictions of digital labor
are due to its inclusion and application in capitalist
relations of production. Because it is a relatively new
concept, the discourse on digital labor platforms often
suffers from inconsistencies in the use of terminology
and confusion. Some challenges serve to harm
workers who are unable to navigate the complexities
of a digital work marketplace. Digital workers are
often constrained by greater time availability, poor
control over workflow, and schedule, and the need to
respond promptly to customer requirements. There is
no standard labor protections of an employment
relationship. Digital labor platforms can have a
negative effect by circumventing regulation and
lowering the quality of employment. They do not
guarantee basic employment rights such as minimum
wage, holiday pay, maternity leave or sick leave,
social security, and the right to organize into unions
[12].
Other challenges include [13-16]:
Geographic Dispersion: In the pre-Internet days,
geography protected many jobs from competition
by lower-cost workers in the rest of the world.
Traditional labor markets are exacerbated in
online labor platforms, leading to heavy penalty
for job seekers in developing countries. Digital
labor platforms is usually conducted across
borders. Clients, bosses, workers, and users of the
end-products of work can all be located in
different parts of the planet. There is also a broad
geography of the supply of work. Since digital
workers are spread throughout the world, it is not
easy for regulators to address their working
conditions. The geographic dispersion of the
workforce makes it hard to organize. Also, since
workers are regarded as independent contractors,
they are often deprived of the right to organize
collectively.
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD50140 | Volume – 6 | Issue – 4 | May-June 2022 Page 550
Ethics: How can companies be ethical when
automating jobs and displacing workers? And
what impact would intelligent automation have on
the economy and society? The lack of
accountability and worker protections have begun
to spur conversations about the ethics of digital
labor. In the last century, we have witnessed rapid
advances in technology that have eliminated
entire industries while creating new ones.
Potential Impact: Besides ethics, companies
need to make every decision about intelligent
automation by carefully weighing the potential
impact on employees, suppliers, customers, and
public perception. Companies also need to
evaluate how it might affect the environment, the
society where they do operate, and the world
economy. Business leaders should understand the
crucial role they play in making sure the
intelligent automation is used the proper way.
HR Organization: The digital world has several
complex people challenges. Leading HR
organizations, however, are losing little time in
both understanding the emerging role of digital
labor and actively planning how best to integrate
digital and human labor within their workforce.
HR leaders make sure their business leaders
understand what lies ahead and how to exploit the
full potential of integrated workforces and the
new division of labor. HR needs to be seen as a
function that is taking the lead on understanding
what makes people tick and what culture helps
people and organizations thrive. HR leaders are in
the unique position to lead the business
conversation on how the world of work is shaping
the 21st century.
Livelihoods of Workers: Although there are
important and tangible benefits for workers, there
are also a range of risks and costs that unduly
impact on the livelihoods of digital workers.
Major concerns for workers include bargaining
power, economic inclusion, intermediated value
chains, challenges to traditional unions, and
erasure of labor rights organizations. Digital labor
has lessened the distinction between life and labor
and the 80-hour workweek has become the norm.
Digital work platforms attempt to minimize any
outside regulation of the relationship between
employer and employee. For example, Amazon
Mechanical Turk operates in a way that is ruled
by anonymity.
Fierce Competition: Many employers can easily
buy labor from where it is cheapest. There is a
pronounced lack of bargaining power for digital
workers. Consequently, there is a fierce
competition between digital workers seeking
earning opportunities through digital labor
platforms. Competition for the delivery of certain
tasks is also fierce. The global pool of supply of
digital workers is often described in terms of
“competition” rather than “colleagues.” The
imbalance between the supply and demand of
work seems to disempower many digital workers.
Economic Exclusion: Certain segments of the
population may be excluded from the labor
market. Workers may be discriminated against on
the basis of religion, ethnicity, disability, or
inability to speak international languages like
English or French fluently. Other forms of
discrimination may be less obvious. Digital labor
platforms may somewhat offer economic
inclusion for individuals who do not hold the
educational qualifications necessary to secure
traditional employment in local labor markets.
The growth of the digital economy in developing
countries has been hindered by digital exclusion
and digital inequality. A change of mind-set is
required to take an effective critical approach to
global inequalities
Gender Equality: On average, women earn 82%
of what men earn. This gender pay gap is largely
due to devoting less time due to the fact that
domestic responsibilities are overwhelmingly
shouldered by women. Women are often
penalized in occupations that require a full
disclosure of their identity. Gender inequalities
tend to sustain the segmentation of jobs and the
allocation of lower-value jobs to women.
Digitally mediated home-based work may enable
women with Internet access to overcome barriers
to paid work. Recently, labor platforms have
started to offer household services such as
cooking, cleaning, and care work. Such care
services can help create better-quality and more
satisfying employment for women.
Regulatory strategies: Policy-makers are
confined by political boundaries and can only
necessarily regulate a piece of a much larger
network. The dispersed and global nature of
digital work platforms made it challenging for
digital workers to organize effectively. So far
federal and state regulators have not intervened in
digital labor matters. There are currently no
government regulation of digital labor platforms;
the platforms themselves that set working
conditions.
CONCLUSION
Digital labor markets are expanding and connecting
companies and contractors on a global basis.
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD50140 | Volume – 6 | Issue – 4 | May-June 2022 Page 551
Individuals who feel that they themselves and their
work “count” and “make a difference” will be more
engaged in their digital labor [20]. Researchers expect
to see the demand for digital labor to grow as
automation and AI advance. The future of work in
developing nations should focus on creating
productive jobs and addressing the needs of those left
behind. More information about digital labor can be
found in the books in [18-35] and the following
related journal: Nordic Journal of Working Life
Studies.
REFERENCES
[1] M. N. O. Sadiku, R. A. K. Jaiyesimi, J. B.
Idehen, and S.M. Musa, Emerging
Technologies in Healthcare. Bloomington, IN:
Author House, 2021.
[2] “Digital labor: New opportunities and
challenges,” https://afteraccess.net/wp-
content/uploads/AfterAccess-Digital-Labor-
New-Opportunities-and-Challenges-Policy-
Brief-1.pdf
[3] R. Dorschel, “Reconsidering digital labour:
Bringing tech workers into the debate,” New
Technology, Work and Employment, January
2022.
[4] “Digital labor rights,”
https://reillytop10.com/previous-lists/2016-
list/digital-labor-rights/
[5] Francesca Sales, “Digital labor,” Unknown
Source.
[6] P. Tay and O. Large, “Making it work:
Understanding the gig economy’s shortcomings
and opportunities,” April 2022,
https://institute.global/policy/making-it-work-
understanding-gig-economys-shortcomings-
and-opportunities
[7] W. D. Eggers and P. Viechnicki, “Why
governments are embracing ‘digital labor’,”
September 2017, https://www.apo-
tokyo.org/publications/articles/why-
governments-are-embracing-digital-
labor/#:~:text=Particularly%20in%20developed
%20countries%20like,future%20is%20actually
%20happening%20now.
[8] E. D. Hos, “Digital labor in China: A new
phase?” 2018,
http://www.abstraktdergi.net/digital-labor-in-
china-a-new-phase/
[9] C. Hogan, “ Q&A: Broadridge’s Kevin Moran
on the role of digital labor in financial
services,” January 2021,
https://corp.smartbrief.com/original/2021/01/qa
-broadridges-kevin-moran-role-digital-labor-
financial-services
[10] J. Kokina and S. Blanchette, “Early evidence of
digital labor in accounting: Innovation with
robotic process automation,” International
Journal of Accounting Information Systems,
vol. 35, December 2019.
[11] B. Hale, “Digital labor in oil and gas: Free up
your accounting staff for value-added tasks,”
August 2017,
https://www.linkedin.com/pulse/digital-labor-
oil-gas-free-up-your-accounting-staff-value-
added-hale
[12] U. C. Brancati, A. Pesole, and E. Fernández-
Macías, “Digital labour platforms in europe:
Numbers, profiles, and employment status of
platform workers,” Publications Office of the
European Union, Luxembourg, 2019.
[13] T. Lohr, “The ethics of digital labor,” August
2017,
https://www.forbes.com/sites/kpmg/2017/08/16
/the-ethics-of-digital-labor/?sh=77442caf4085
[14] “Human and digital labor: Integrating human
and digital labor in a collaborative workplace,”
Uknown Source.
[15] J. Berg et al., “Working conditions on digital
labour platforms: Opportunities, challenges,
and the quest for decent work,” September
2019, https://voxeu.org/article/working-
conditions-digital-labour-platforms
[16] M. Graham, I. Hjorth, and V. Lehdonvirta,
“Digital labour and development: Impacts of
global digital labour platforms and the gig
economy on worker livelihoods,” Transfer:
European Review of Laboiur and Research,
March 2017.
[17] P. Rodríguez-Modroño, A. Pesole, and P.
López-Igual, “Assessing gender inequality in
digital labour platforms in Europe,” Internet
Policy Review, vol. 11, no. 1, 2022.
[18] A. Scribano and P. Lisdero (eds.), Digital
Labour, Society and the Politics of Sensibilities.
Springer 2019
[19] M. Will-Zocholl and C. Roth-Ebner (eds.),
Topologies of Digital Work: How Digitalisation
and Virtualisation Shape Working Spaces and
Places. Springer 2021.
[20] E. Bucher, C. Fieseler, .and C. Lutz,.
"Mattering in digital labo, r" Journal of
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD50140 | Volume – 6 | Issue – 4 | May-June 2022 Page 552
Managerial Psychology, vol. 34, no. 4, 2019,
pp. 307-324.
[21] M. A. Peters and E. Bulut (eds.), Cognitive
Capitalism, Education, and Digital Labor. New
York: Peter Lang, 2011.
[22] D. Cardon and A. Casilli, Qu'est-ce que le
Digital Labor? Ina, 2015.
[23] S. T. Roberts, Behind The screen: The Hidden
Digital Labor of Commercial Content
Moderation. University of Illinois at Urbana-
Champaign Press, 2014.
[24] J. Choi, M. Dutz, and Z. Usman, The Future of
Work in Africa: Harnessing the Potential of
Digital Technologies for All. Africa
Development Forum. Washington, DC: World
Bank, 2020.
[25] N. Garnham, Digital Labour and Karl Marx.
New York: Routledge, 2014.
[26] T. Neilson, Journalism and Digital Labor
Experiences of Online News Production. New
York: Routledge, 2021.
[27] T. Scholz, Digital Labor: The Internet as
Playground and Factory. New York:
Routledge, 2012.
[28] T. Young, Digital Labor: The Coming Demise
of the White Collar Worker (Kindle Edition).
Rumjog Media Group, 2019.
[29] U. Huws, Labor in the Global Digital
Economy. New York: Monthly Review Press,
2014.
[30] M. Wouters, International Labour Standards
and Platform Work: An Analysis of Digital
Labour Platforms Based on the Instruments on
Private Employment Agencies. Wolters Kluwer,
2021.
[31] A. Larsson and R. Teigland, The Digital
Transformation of Labor: Automation, the Gig
Economy and Welfare (Routledge Studies in
Labour Economics). New York: Routledge,
2019.
[32] C. Fuchs, Digital Labour and Karl Marx. New
York: Routledge, 2013.
[33] K. Jarrett, Digital Labor (Digital Media and
Society). Polity, 2022.
[34] S. Ross, Humans at Work in the Digital Age:
Forms of Digital Textual Labor (Digital
Research in the Arts and Humanities).
Routledge, 2019.
[35] M. Altenried, The Digital Factory: The Human
Labor of Automation. University of Chicago
Press, 2022,
Figure 1 Digital labor rights [4].
Figure 2 Tasks that should be automated with RPA [4].
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD50140 | Volume – 6 | Issue – 4 | May-June 2022 Page 553
Figure 3 A typology of digital labor platform [6].
Figure 4 Digital labor in China [8].

More Related Content

Similar to Digital Labor A Primer

Freelance Gig Economy and The Future of Work.pptx
Freelance Gig Economy and The Future of Work.pptxFreelance Gig Economy and The Future of Work.pptx
Freelance Gig Economy and The Future of Work.pptxRedzuanAffandi1
 
MEDIATING AND MODERATING FACTORS AFFECTING READINESS TO IOT APPLICATIONS: THE...
MEDIATING AND MODERATING FACTORS AFFECTING READINESS TO IOT APPLICATIONS: THE...MEDIATING AND MODERATING FACTORS AFFECTING READINESS TO IOT APPLICATIONS: THE...
MEDIATING AND MODERATING FACTORS AFFECTING READINESS TO IOT APPLICATIONS: THE...IJMIT JOURNAL
 
Mediating and moderating factors affecting readiness to io t applications the...
Mediating and moderating factors affecting readiness to io t applications the...Mediating and moderating factors affecting readiness to io t applications the...
Mediating and moderating factors affecting readiness to io t applications the...IJMIT JOURNAL
 
Digital Infrastructure A Mini Review
Digital Infrastructure A Mini ReviewDigital Infrastructure A Mini Review
Digital Infrastructure A Mini Reviewijtsrd
 
World Economic Forum Tipping Points Report
World Economic Forum Tipping Points ReportWorld Economic Forum Tipping Points Report
World Economic Forum Tipping Points ReportSergey Nazarov
 
Personality Traits of Digital Natives
Personality Traits of Digital NativesPersonality Traits of Digital Natives
Personality Traits of Digital Nativesijtsrd
 
Digital_Agenda_English
Digital_Agenda_EnglishDigital_Agenda_English
Digital_Agenda_EnglishBrian Huijts
 
Emerging Technologies in Business
Emerging Technologies in BusinessEmerging Technologies in Business
Emerging Technologies in Businessijtsrd
 
See discussions, stats, and author profiles for this publicati
See discussions, stats, and author profiles for this publicatiSee discussions, stats, and author profiles for this publicati
See discussions, stats, and author profiles for this publicatiaryan532920
 
Work 4.0 _ The Industry 4.0 Digital Transformation
Work 4.0 _  The Industry 4.0 Digital TransformationWork 4.0 _  The Industry 4.0 Digital Transformation
Work 4.0 _ The Industry 4.0 Digital TransformationWg Cdr Jayesh C S PAI
 
Impact of Digitalization on Work Culture and Employment
Impact of Digitalization on Work Culture and EmploymentImpact of Digitalization on Work Culture and Employment
Impact of Digitalization on Work Culture and Employmentijtsrd
 
Creating a Digital Workplace in Public Sector
Creating a Digital Workplace in Public SectorCreating a Digital Workplace in Public Sector
Creating a Digital Workplace in Public SectorJonathan Rodriguez
 
JIMS Rohini Conclave 2016 "Digitalization of Businesses: Promises and Perils’
 JIMS Rohini Conclave 2016 "Digitalization of Businesses: Promises and Perils’ JIMS Rohini Conclave 2016 "Digitalization of Businesses: Promises and Perils’
JIMS Rohini Conclave 2016 "Digitalization of Businesses: Promises and Perils’JIMS Rohini Sector 5
 
Skill Development Framework – Reinvention In A Post Covid World
Skill Development Framework – Reinvention In A Post Covid WorldSkill Development Framework – Reinvention In A Post Covid World
Skill Development Framework – Reinvention In A Post Covid WorldAnudipF
 
Process oriented architecture for digital transformation 2015
Process oriented architecture for digital transformation   2015Process oriented architecture for digital transformation   2015
Process oriented architecture for digital transformation 2015Vinay Mummigatti
 
Artificial Intelligence Empowering the Future of Digital Transformation
Artificial Intelligence Empowering the Future of Digital TransformationArtificial Intelligence Empowering the Future of Digital Transformation
Artificial Intelligence Empowering the Future of Digital Transformationijtsrd
 

Similar to Digital Labor A Primer (20)

Freelance Gig Economy and The Future of Work.pptx
Freelance Gig Economy and The Future of Work.pptxFreelance Gig Economy and The Future of Work.pptx
Freelance Gig Economy and The Future of Work.pptx
 
MEDIATING AND MODERATING FACTORS AFFECTING READINESS TO IOT APPLICATIONS: THE...
MEDIATING AND MODERATING FACTORS AFFECTING READINESS TO IOT APPLICATIONS: THE...MEDIATING AND MODERATING FACTORS AFFECTING READINESS TO IOT APPLICATIONS: THE...
MEDIATING AND MODERATING FACTORS AFFECTING READINESS TO IOT APPLICATIONS: THE...
 
Mediating and moderating factors affecting readiness to io t applications the...
Mediating and moderating factors affecting readiness to io t applications the...Mediating and moderating factors affecting readiness to io t applications the...
Mediating and moderating factors affecting readiness to io t applications the...
 
Digital Infrastructure A Mini Review
Digital Infrastructure A Mini ReviewDigital Infrastructure A Mini Review
Digital Infrastructure A Mini Review
 
World Economic Forum Tipping Points Report
World Economic Forum Tipping Points ReportWorld Economic Forum Tipping Points Report
World Economic Forum Tipping Points Report
 
Personality Traits of Digital Natives
Personality Traits of Digital NativesPersonality Traits of Digital Natives
Personality Traits of Digital Natives
 
Digital_Agenda_English
Digital_Agenda_EnglishDigital_Agenda_English
Digital_Agenda_English
 
Emerging Technologies in Business
Emerging Technologies in BusinessEmerging Technologies in Business
Emerging Technologies in Business
 
See discussions, stats, and author profiles for this publicati
See discussions, stats, and author profiles for this publicatiSee discussions, stats, and author profiles for this publicati
See discussions, stats, and author profiles for this publicati
 
Work 4.0 _ The Industry 4.0 Digital Transformation
Work 4.0 _  The Industry 4.0 Digital TransformationWork 4.0 _  The Industry 4.0 Digital Transformation
Work 4.0 _ The Industry 4.0 Digital Transformation
 
Impact of Digitalization on Work Culture and Employment
Impact of Digitalization on Work Culture and EmploymentImpact of Digitalization on Work Culture and Employment
Impact of Digitalization on Work Culture and Employment
 
Creating a Digital Workplace in Public Sector
Creating a Digital Workplace in Public SectorCreating a Digital Workplace in Public Sector
Creating a Digital Workplace in Public Sector
 
Digital Revolution: Forward Path for Telecom
Digital Revolution: Forward Path for TelecomDigital Revolution: Forward Path for Telecom
Digital Revolution: Forward Path for Telecom
 
Digitizing and the Job of the Accountant: A Threat or a Companion?
Digitizing and the Job of the Accountant: A Threat or a Companion?Digitizing and the Job of the Accountant: A Threat or a Companion?
Digitizing and the Job of the Accountant: A Threat or a Companion?
 
JIMS Rohini Conclave 2016 "Digitalization of Businesses: Promises and Perils’
 JIMS Rohini Conclave 2016 "Digitalization of Businesses: Promises and Perils’ JIMS Rohini Conclave 2016 "Digitalization of Businesses: Promises and Perils’
JIMS Rohini Conclave 2016 "Digitalization of Businesses: Promises and Perils’
 
Awareness of Digital Labor in the Economic System
Awareness of Digital Labor in the Economic SystemAwareness of Digital Labor in the Economic System
Awareness of Digital Labor in the Economic System
 
Skill Development Framework – Reinvention In A Post Covid World
Skill Development Framework – Reinvention In A Post Covid WorldSkill Development Framework – Reinvention In A Post Covid World
Skill Development Framework – Reinvention In A Post Covid World
 
Process oriented architecture for digital transformation 2015
Process oriented architecture for digital transformation   2015Process oriented architecture for digital transformation   2015
Process oriented architecture for digital transformation 2015
 
Artificial Intelligence Empowering the Future of Digital Transformation
Artificial Intelligence Empowering the Future of Digital TransformationArtificial Intelligence Empowering the Future of Digital Transformation
Artificial Intelligence Empowering the Future of Digital Transformation
 
Business presentation
Business presentationBusiness presentation
Business presentation
 

More from ijtsrd

‘Six Sigma Technique’ A Journey Through its Implementation
‘Six Sigma Technique’ A Journey Through its Implementation‘Six Sigma Technique’ A Journey Through its Implementation
‘Six Sigma Technique’ A Journey Through its Implementationijtsrd
 
Edge Computing in Space Enhancing Data Processing and Communication for Space...
Edge Computing in Space Enhancing Data Processing and Communication for Space...Edge Computing in Space Enhancing Data Processing and Communication for Space...
Edge Computing in Space Enhancing Data Processing and Communication for Space...ijtsrd
 
Dynamics of Communal Politics in 21st Century India Challenges and Prospects
Dynamics of Communal Politics in 21st Century India Challenges and ProspectsDynamics of Communal Politics in 21st Century India Challenges and Prospects
Dynamics of Communal Politics in 21st Century India Challenges and Prospectsijtsrd
 
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...ijtsrd
 
The Impact of Digital Media on the Decentralization of Power and the Erosion ...
The Impact of Digital Media on the Decentralization of Power and the Erosion ...The Impact of Digital Media on the Decentralization of Power and the Erosion ...
The Impact of Digital Media on the Decentralization of Power and the Erosion ...ijtsrd
 
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...ijtsrd
 
Problems and Challenges of Agro Entreprenurship A Study
Problems and Challenges of Agro Entreprenurship A StudyProblems and Challenges of Agro Entreprenurship A Study
Problems and Challenges of Agro Entreprenurship A Studyijtsrd
 
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...ijtsrd
 
The Impact of Educational Background and Professional Training on Human Right...
The Impact of Educational Background and Professional Training on Human Right...The Impact of Educational Background and Professional Training on Human Right...
The Impact of Educational Background and Professional Training on Human Right...ijtsrd
 
A Study on the Effective Teaching Learning Process in English Curriculum at t...
A Study on the Effective Teaching Learning Process in English Curriculum at t...A Study on the Effective Teaching Learning Process in English Curriculum at t...
A Study on the Effective Teaching Learning Process in English Curriculum at t...ijtsrd
 
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...ijtsrd
 
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...ijtsrd
 
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. SadikuSustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadikuijtsrd
 
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...ijtsrd
 
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...ijtsrd
 
Activating Geospatial Information for Sudans Sustainable Investment Map
Activating Geospatial Information for Sudans Sustainable Investment MapActivating Geospatial Information for Sudans Sustainable Investment Map
Activating Geospatial Information for Sudans Sustainable Investment Mapijtsrd
 
Educational Unity Embracing Diversity for a Stronger Society
Educational Unity Embracing Diversity for a Stronger SocietyEducational Unity Embracing Diversity for a Stronger Society
Educational Unity Embracing Diversity for a Stronger Societyijtsrd
 
Integration of Indian Indigenous Knowledge System in Management Prospects and...
Integration of Indian Indigenous Knowledge System in Management Prospects and...Integration of Indian Indigenous Knowledge System in Management Prospects and...
Integration of Indian Indigenous Knowledge System in Management Prospects and...ijtsrd
 
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...ijtsrd
 
Streamlining Data Collection eCRF Design and Machine Learning
Streamlining Data Collection eCRF Design and Machine LearningStreamlining Data Collection eCRF Design and Machine Learning
Streamlining Data Collection eCRF Design and Machine Learningijtsrd
 

More from ijtsrd (20)

‘Six Sigma Technique’ A Journey Through its Implementation
‘Six Sigma Technique’ A Journey Through its Implementation‘Six Sigma Technique’ A Journey Through its Implementation
‘Six Sigma Technique’ A Journey Through its Implementation
 
Edge Computing in Space Enhancing Data Processing and Communication for Space...
Edge Computing in Space Enhancing Data Processing and Communication for Space...Edge Computing in Space Enhancing Data Processing and Communication for Space...
Edge Computing in Space Enhancing Data Processing and Communication for Space...
 
Dynamics of Communal Politics in 21st Century India Challenges and Prospects
Dynamics of Communal Politics in 21st Century India Challenges and ProspectsDynamics of Communal Politics in 21st Century India Challenges and Prospects
Dynamics of Communal Politics in 21st Century India Challenges and Prospects
 
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
 
The Impact of Digital Media on the Decentralization of Power and the Erosion ...
The Impact of Digital Media on the Decentralization of Power and the Erosion ...The Impact of Digital Media on the Decentralization of Power and the Erosion ...
The Impact of Digital Media on the Decentralization of Power and the Erosion ...
 
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
 
Problems and Challenges of Agro Entreprenurship A Study
Problems and Challenges of Agro Entreprenurship A StudyProblems and Challenges of Agro Entreprenurship A Study
Problems and Challenges of Agro Entreprenurship A Study
 
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
 
The Impact of Educational Background and Professional Training on Human Right...
The Impact of Educational Background and Professional Training on Human Right...The Impact of Educational Background and Professional Training on Human Right...
The Impact of Educational Background and Professional Training on Human Right...
 
A Study on the Effective Teaching Learning Process in English Curriculum at t...
A Study on the Effective Teaching Learning Process in English Curriculum at t...A Study on the Effective Teaching Learning Process in English Curriculum at t...
A Study on the Effective Teaching Learning Process in English Curriculum at t...
 
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
 
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
 
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. SadikuSustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
 
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
 
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
 
Activating Geospatial Information for Sudans Sustainable Investment Map
Activating Geospatial Information for Sudans Sustainable Investment MapActivating Geospatial Information for Sudans Sustainable Investment Map
Activating Geospatial Information for Sudans Sustainable Investment Map
 
Educational Unity Embracing Diversity for a Stronger Society
Educational Unity Embracing Diversity for a Stronger SocietyEducational Unity Embracing Diversity for a Stronger Society
Educational Unity Embracing Diversity for a Stronger Society
 
Integration of Indian Indigenous Knowledge System in Management Prospects and...
Integration of Indian Indigenous Knowledge System in Management Prospects and...Integration of Indian Indigenous Knowledge System in Management Prospects and...
Integration of Indian Indigenous Knowledge System in Management Prospects and...
 
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
 
Streamlining Data Collection eCRF Design and Machine Learning
Streamlining Data Collection eCRF Design and Machine LearningStreamlining Data Collection eCRF Design and Machine Learning
Streamlining Data Collection eCRF Design and Machine Learning
 

Recently uploaded

Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Celine George
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxpboyjonauth
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Educationpboyjonauth
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionSafetyChain Software
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdfssuser54595a
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfJayanti Pande
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...EduSkills OECD
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesFatimaKhan178732
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
How to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxHow to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxmanuelaromero2013
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104misteraugie
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxSayali Powar
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)eniolaolutunde
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Sapana Sha
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Krashi Coaching
 

Recently uploaded (20)

Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptx
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Education
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory Inspection
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
 
Staff of Color (SOC) Retention Efforts DDSD
Staff of Color (SOC) Retention Efforts DDSDStaff of Color (SOC) Retention Efforts DDSD
Staff of Color (SOC) Retention Efforts DDSD
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and Actinides
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
How to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxHow to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptx
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104
 
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdfTataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
 

Digital Labor A Primer

  • 1. International Journal of Trend in Scientific Research and Development (IJTSRD) Volume 6 Issue 4, May-June 2022 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470 @ IJTSRD | Unique Paper ID – IJTSRD50140 | Volume – 6 | Issue – 4 | May-June 2022 Page 547 Digital Labor: A Primer Matthew N. O. Sadiku1 , Uwakwe C. Chukwu2 , Abayomi Ajayi-Majebi3 , Sarhan M. Musa1 1 Roy G. Perry College of Engineering, Prairie View A&M University, Prairie View, TX, USA 2 Department of Engineering Technology, South Carolina State University, Orangeburg, SC, USA 3 Department of Manufacturing Engineering, Central State University, Wilberforce, OH, USA ABSTRACT Digital labor refers to value-adding activities performed by humans on Internet platforms. It is a global phenomenon that has come to be associated with the broader relationships between labor and digital technology. It is a multifaceted field that is characterized by exploitation, alienation, power, inequality, ideology, and struggle. These problems of digital labor are due to its inclusion and application in capitalist relations of production. It is already transforming the workplace as advanced software that can mimic many human functions and automate several tasks workers currently do. This paper introduces digital labor and digital labor platforms as well as their applications and challenges. KEYWORDS: technologies, digital labor, digital work, , digital labor platforms, digital transformation, immaterial labor, robotic process automation, intelligent process automation How to cite this paper: Matthew N. O. Sadiku | Uwakwe C. Chukwu | Abayomi Ajayi-Majebi | Sarhan M. Musa "Digital Labor: A Primer" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456- 6470, Volume-6 | Issue-4, June 2022, pp.547-553, URL: www.ijtsrd.com/papers/ijtsrd50140.pdf Copyright © 2022 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0) INTRODUCTION Technology is everywhere. The adoption of new technologies will transform every part of life. Technology surrounds every aspect of 21st century life. It is in the cell phones we use, the cars we drive, and even the food we eat [1]. The digital transformation of industries worldwide is already well under way. The term “digital” in digital technologies refers to intensive and extensive use of information and communication technologies (ICTs). “Digitalization” and “digital transformation” are the two most useful terms when describing the impact of digital technology on society. The digitization of labor is being facilitated by technologies such as cloud computing, social media, big data, artificial intelligence, machine learning, robotics, automation, blockchains, 3D printing, augmented reality and virtual reality. No one doubts these technologies will have an immense impact on workforces everywhere. However, the extent to which these technologies will impact the workforce remains open to debate. Each nation needs to step up its game if it is going to reap the benefits of new technologies and digitization. Over the years, the Internet has become a simple-to- join, anyone-can-play system. It is now the playground and factory of digital labor. A new tradition has emerged with regard to the high-paid tech workers who are in charge of managing Internet- related digital technologies. The commercial Internet has introduced new forms of work and corporate cultures as part of digital capitalism. WHAT IS DIGITAL LABOR? Labor is the most place-bound of all factors of production. The rise of digital labor has been attributed to two factors: unemployment and digital connectivity. The main factors for participation in digital labor markets [2]: (1) Digital skills, (2) Higher Educational level, (3) Unpaid house workers, (4) unemployed and independent with employees, (5) Owners of devices (computers or laptops). The digital labor is a new form of work emerging within digital capitalism. The digital labor encompasses all work entangled with the digital economy. The concept of digital labor has been primarily used to analyze highly precarious new forms of work. Terms like gig workers, crowd IJTSRD50140
  • 2. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD50140 | Volume – 6 | Issue – 4 | May-June 2022 Page 548 workers or prosumers are deployed to describe this new form of labor. Our understanding of digital labor should cover all work activities entangled with the digital economy as a whole. It should include professional digital laborers at Internet-based companies. It should also include tech workers, hardware assembly workers, digital waste workers, rare earth miners, employees in hardware production, IT service desk workers, software engineers, digital designers, crowd workers, gig workers, and the prosumer [3]. The term “digital labour” was first popularized by Tiziana Terranova in her influential article “Free Labour: Producing Culture for the Digital Economy.” The concept really took off only after 2009, when conferences on the topic were held at the New School in New York. It has identified an influential theoretical proposition that builds on the Marxist tradition. Digital labor constitutes a global ecology of exploitation enabling the existence of the social media industry, which is a core part of digital capitalism. It includes all forms of paid and unpaid labor that are needed for existence, production, diffusion, and use of digital media [3]. Figure 1 shows some digital labor rights [4]. Digital labor may be regarded as work that is performed by robotic process automation (RPA) systems. It should encompass all human-performed work tasks, whether material or immaterial. Immaterial labor is regarded as that which produces immaterial commodities such as information, knowledge, ideas, images, relationships and affections. Digital labor is the flip side of a particular economic field—the digital economic field. Digital labor includes tech workers, who configure, design and manage the digital technologies. Figure 2 shows some tasks that should be automated with RPA [5]. DIGITAL LABOR PLATFORMS Digital labor platforms (DLP) is a new form of coordinating the provision of labor services. It one of the most visible results of the latest technological revolution in the world of work. The Internet platforms have been use for the creation of content and the use of blogs, social networking sites, wikis, microblogs, content sharing sites, and similar activities at the heart of profit generation. Since Internet-mediated allocation of tasks crosses national boundaries, the global labor dynamics have turned traditional geographies upside down. The Internet- based platforms connect workers worldwide with companies seeking to have tasks completed. This leads to the availability of online work over different platforms. Online labor platforms matching labor supply and demand are modifying the world of work. The platforms have attracted a lot of attention due to their potential to disrupt labor markets. The are typically illustrated in Figure 3 [6]. Digital labor platforms promise autonomy to workers and young workers choose the platform because they feel that it allows them to control where and when they work. The dynamics of marginalization of work on digital platforms should be addressed at both domestic and international levels. Although digital labor platforms are leading to profound changes in business models, the organization of labor and labor relationships, the number of people finding work through digital labor platforms is still relatively small. The transformation of digital labor into digital work is important. Digital work is increasingly being portrayed as a means of allowing workers to tap into an international market. Digital work is now a global phenomenon and is characterized by distinct geographies. The matching of worker to client is digital, while work can be undertaken virtually or physically. The labor of crowd workers is necessary for the digital economy to function. The new generation of tech workers also differs from other professional digital laborers. APPLICATIONS OF DIGITAL LABOR Governments of developing nations are increasingly regarding digital labor as a mechanism for helping some of the world’s poorest escape the limited opportunities for economic growth in their local contexts. The following are typical areas digital labor is being applied. Digital Labor in Government: Government agencies run on data. This requires endless staff hours spent inputting, processing, and sharing information across departments. Automation technologies are already being installed in government workplaces to take over routine tasks. In developed economies where labor costs are high, employing artificial intelligence (AI) can drastically reduce much of the time-intensive, administrative tasks. AI promises to free up government employees and allow them to focus on creative projects and service to the citizens. This new digital labor could free up huge numbers of labor hours and help government agencies to keep pace with the workload while not sacrificing quality [7]. For example, digital labor in China is shown in Figure 4 [8]. Digital Labor in Financial Services Industry: Remote working has proven successful across the industry. Today, remote working is part of the new operating work environment and the use of
  • 3. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD50140 | Volume – 6 | Issue – 4 | May-June 2022 Page 549 digital labor is more crucial than ever. Financial services industry is increasingly turning to digital labor to keep up with surging workloads. The coronavirus pandemic has somewhat changed the way financial firms are thinking about work and physical office spaces. The digital labor is playing a vital role while the coronavirus pandemic is accelerating digital transformation. The industry gradually migrating their automation delivery strategies to accommodate faster time to market for solutions. In stressed, one must have preventative mechanisms to control digital labor [9]. Digital Labor in Accounting: Robotic Process Automation (RPA) is an emerging technology that enables the automation of tasks through the use of software bots for accounting tasks. Accounting firms benefit from automating processes that are structured, repeated, rules- based, and with digital inputs. They experience cost savings, improved process documentation, lower error rates, and better report quality [10]. Digital Labor in Oil and Gas: Digital labor can automate most of the laborious processes we encounter in oil and gas industry. It is an easy and cost-effective way to automate monotonous tasks and enhance performance. With a minimal investment in time and money, an oil and gas company can deploy software that will automatically gather and format data from disparate sources. This could free revenue accounting professionals from the repetitive, monotonous, mind-numbing task and provide company leadership with more timely, informed analyses that will help the make better decisions [11]. BENEFITS The most important promise that digital labor platforms make to their workforce is flexibility. They offer flexibility regarding where, when, and how to work. Deploying digital labor could result in reduced costs and better performance in almost any company. Digital labor platforms have been promoted as a solution to the unemployment crisis caused by the COVID‐19 pandemic. Governments and organizations are turning to digital labor as an economic development strategy to bring jobs to places that need them. There are many benefits in using technology to automate time-intensive tasks and free up staff to perform higher-level analyses and forecasting. In some cases, businesses use the new technology to work alongside humans and take advantage of digital labor while minimizing the disruption to employees. Digital labor is not so much a threat to the human workforce as it is the next evolutionary step toward ever smarter, productive and innovative employees. Digital labor platforms allow workers to pursue work that aligns better with their personal interests. Digital labor can improve job satisfaction because employees feel their work is more valuable and less repetitive. A growing number of affluent digital laborers earn high salaries as software engineers, data scientists, programmers, designers, or managers of digital technologies. CHALLENGES Digital labor as a multifaceted field that is characterized by exploitation, alienation, power, inequality, ideology, and struggle. These problems, limits, potentials, and contradictions of digital labor are due to its inclusion and application in capitalist relations of production. Because it is a relatively new concept, the discourse on digital labor platforms often suffers from inconsistencies in the use of terminology and confusion. Some challenges serve to harm workers who are unable to navigate the complexities of a digital work marketplace. Digital workers are often constrained by greater time availability, poor control over workflow, and schedule, and the need to respond promptly to customer requirements. There is no standard labor protections of an employment relationship. Digital labor platforms can have a negative effect by circumventing regulation and lowering the quality of employment. They do not guarantee basic employment rights such as minimum wage, holiday pay, maternity leave or sick leave, social security, and the right to organize into unions [12]. Other challenges include [13-16]: Geographic Dispersion: In the pre-Internet days, geography protected many jobs from competition by lower-cost workers in the rest of the world. Traditional labor markets are exacerbated in online labor platforms, leading to heavy penalty for job seekers in developing countries. Digital labor platforms is usually conducted across borders. Clients, bosses, workers, and users of the end-products of work can all be located in different parts of the planet. There is also a broad geography of the supply of work. Since digital workers are spread throughout the world, it is not easy for regulators to address their working conditions. The geographic dispersion of the workforce makes it hard to organize. Also, since workers are regarded as independent contractors, they are often deprived of the right to organize collectively.
  • 4. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD50140 | Volume – 6 | Issue – 4 | May-June 2022 Page 550 Ethics: How can companies be ethical when automating jobs and displacing workers? And what impact would intelligent automation have on the economy and society? The lack of accountability and worker protections have begun to spur conversations about the ethics of digital labor. In the last century, we have witnessed rapid advances in technology that have eliminated entire industries while creating new ones. Potential Impact: Besides ethics, companies need to make every decision about intelligent automation by carefully weighing the potential impact on employees, suppliers, customers, and public perception. Companies also need to evaluate how it might affect the environment, the society where they do operate, and the world economy. Business leaders should understand the crucial role they play in making sure the intelligent automation is used the proper way. HR Organization: The digital world has several complex people challenges. Leading HR organizations, however, are losing little time in both understanding the emerging role of digital labor and actively planning how best to integrate digital and human labor within their workforce. HR leaders make sure their business leaders understand what lies ahead and how to exploit the full potential of integrated workforces and the new division of labor. HR needs to be seen as a function that is taking the lead on understanding what makes people tick and what culture helps people and organizations thrive. HR leaders are in the unique position to lead the business conversation on how the world of work is shaping the 21st century. Livelihoods of Workers: Although there are important and tangible benefits for workers, there are also a range of risks and costs that unduly impact on the livelihoods of digital workers. Major concerns for workers include bargaining power, economic inclusion, intermediated value chains, challenges to traditional unions, and erasure of labor rights organizations. Digital labor has lessened the distinction between life and labor and the 80-hour workweek has become the norm. Digital work platforms attempt to minimize any outside regulation of the relationship between employer and employee. For example, Amazon Mechanical Turk operates in a way that is ruled by anonymity. Fierce Competition: Many employers can easily buy labor from where it is cheapest. There is a pronounced lack of bargaining power for digital workers. Consequently, there is a fierce competition between digital workers seeking earning opportunities through digital labor platforms. Competition for the delivery of certain tasks is also fierce. The global pool of supply of digital workers is often described in terms of “competition” rather than “colleagues.” The imbalance between the supply and demand of work seems to disempower many digital workers. Economic Exclusion: Certain segments of the population may be excluded from the labor market. Workers may be discriminated against on the basis of religion, ethnicity, disability, or inability to speak international languages like English or French fluently. Other forms of discrimination may be less obvious. Digital labor platforms may somewhat offer economic inclusion for individuals who do not hold the educational qualifications necessary to secure traditional employment in local labor markets. The growth of the digital economy in developing countries has been hindered by digital exclusion and digital inequality. A change of mind-set is required to take an effective critical approach to global inequalities Gender Equality: On average, women earn 82% of what men earn. This gender pay gap is largely due to devoting less time due to the fact that domestic responsibilities are overwhelmingly shouldered by women. Women are often penalized in occupations that require a full disclosure of their identity. Gender inequalities tend to sustain the segmentation of jobs and the allocation of lower-value jobs to women. Digitally mediated home-based work may enable women with Internet access to overcome barriers to paid work. Recently, labor platforms have started to offer household services such as cooking, cleaning, and care work. Such care services can help create better-quality and more satisfying employment for women. Regulatory strategies: Policy-makers are confined by political boundaries and can only necessarily regulate a piece of a much larger network. The dispersed and global nature of digital work platforms made it challenging for digital workers to organize effectively. So far federal and state regulators have not intervened in digital labor matters. There are currently no government regulation of digital labor platforms; the platforms themselves that set working conditions. CONCLUSION Digital labor markets are expanding and connecting companies and contractors on a global basis.
  • 5. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD50140 | Volume – 6 | Issue – 4 | May-June 2022 Page 551 Individuals who feel that they themselves and their work “count” and “make a difference” will be more engaged in their digital labor [20]. Researchers expect to see the demand for digital labor to grow as automation and AI advance. The future of work in developing nations should focus on creating productive jobs and addressing the needs of those left behind. More information about digital labor can be found in the books in [18-35] and the following related journal: Nordic Journal of Working Life Studies. REFERENCES [1] M. N. O. Sadiku, R. A. K. Jaiyesimi, J. B. Idehen, and S.M. Musa, Emerging Technologies in Healthcare. Bloomington, IN: Author House, 2021. [2] “Digital labor: New opportunities and challenges,” https://afteraccess.net/wp- content/uploads/AfterAccess-Digital-Labor- New-Opportunities-and-Challenges-Policy- Brief-1.pdf [3] R. Dorschel, “Reconsidering digital labour: Bringing tech workers into the debate,” New Technology, Work and Employment, January 2022. [4] “Digital labor rights,” https://reillytop10.com/previous-lists/2016- list/digital-labor-rights/ [5] Francesca Sales, “Digital labor,” Unknown Source. [6] P. Tay and O. Large, “Making it work: Understanding the gig economy’s shortcomings and opportunities,” April 2022, https://institute.global/policy/making-it-work- understanding-gig-economys-shortcomings- and-opportunities [7] W. D. Eggers and P. Viechnicki, “Why governments are embracing ‘digital labor’,” September 2017, https://www.apo- tokyo.org/publications/articles/why- governments-are-embracing-digital- labor/#:~:text=Particularly%20in%20developed %20countries%20like,future%20is%20actually %20happening%20now. [8] E. D. Hos, “Digital labor in China: A new phase?” 2018, http://www.abstraktdergi.net/digital-labor-in- china-a-new-phase/ [9] C. Hogan, “ Q&A: Broadridge’s Kevin Moran on the role of digital labor in financial services,” January 2021, https://corp.smartbrief.com/original/2021/01/qa -broadridges-kevin-moran-role-digital-labor- financial-services [10] J. Kokina and S. Blanchette, “Early evidence of digital labor in accounting: Innovation with robotic process automation,” International Journal of Accounting Information Systems, vol. 35, December 2019. [11] B. Hale, “Digital labor in oil and gas: Free up your accounting staff for value-added tasks,” August 2017, https://www.linkedin.com/pulse/digital-labor- oil-gas-free-up-your-accounting-staff-value- added-hale [12] U. C. Brancati, A. Pesole, and E. Fernández- Macías, “Digital labour platforms in europe: Numbers, profiles, and employment status of platform workers,” Publications Office of the European Union, Luxembourg, 2019. [13] T. Lohr, “The ethics of digital labor,” August 2017, https://www.forbes.com/sites/kpmg/2017/08/16 /the-ethics-of-digital-labor/?sh=77442caf4085 [14] “Human and digital labor: Integrating human and digital labor in a collaborative workplace,” Uknown Source. [15] J. Berg et al., “Working conditions on digital labour platforms: Opportunities, challenges, and the quest for decent work,” September 2019, https://voxeu.org/article/working- conditions-digital-labour-platforms [16] M. Graham, I. Hjorth, and V. Lehdonvirta, “Digital labour and development: Impacts of global digital labour platforms and the gig economy on worker livelihoods,” Transfer: European Review of Laboiur and Research, March 2017. [17] P. Rodríguez-Modroño, A. Pesole, and P. López-Igual, “Assessing gender inequality in digital labour platforms in Europe,” Internet Policy Review, vol. 11, no. 1, 2022. [18] A. Scribano and P. Lisdero (eds.), Digital Labour, Society and the Politics of Sensibilities. Springer 2019 [19] M. Will-Zocholl and C. Roth-Ebner (eds.), Topologies of Digital Work: How Digitalisation and Virtualisation Shape Working Spaces and Places. Springer 2021. [20] E. Bucher, C. Fieseler, .and C. Lutz,. "Mattering in digital labo, r" Journal of
  • 6. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD50140 | Volume – 6 | Issue – 4 | May-June 2022 Page 552 Managerial Psychology, vol. 34, no. 4, 2019, pp. 307-324. [21] M. A. Peters and E. Bulut (eds.), Cognitive Capitalism, Education, and Digital Labor. New York: Peter Lang, 2011. [22] D. Cardon and A. Casilli, Qu'est-ce que le Digital Labor? Ina, 2015. [23] S. T. Roberts, Behind The screen: The Hidden Digital Labor of Commercial Content Moderation. University of Illinois at Urbana- Champaign Press, 2014. [24] J. Choi, M. Dutz, and Z. Usman, The Future of Work in Africa: Harnessing the Potential of Digital Technologies for All. Africa Development Forum. Washington, DC: World Bank, 2020. [25] N. Garnham, Digital Labour and Karl Marx. New York: Routledge, 2014. [26] T. Neilson, Journalism and Digital Labor Experiences of Online News Production. New York: Routledge, 2021. [27] T. Scholz, Digital Labor: The Internet as Playground and Factory. New York: Routledge, 2012. [28] T. Young, Digital Labor: The Coming Demise of the White Collar Worker (Kindle Edition). Rumjog Media Group, 2019. [29] U. Huws, Labor in the Global Digital Economy. New York: Monthly Review Press, 2014. [30] M. Wouters, International Labour Standards and Platform Work: An Analysis of Digital Labour Platforms Based on the Instruments on Private Employment Agencies. Wolters Kluwer, 2021. [31] A. Larsson and R. Teigland, The Digital Transformation of Labor: Automation, the Gig Economy and Welfare (Routledge Studies in Labour Economics). New York: Routledge, 2019. [32] C. Fuchs, Digital Labour and Karl Marx. New York: Routledge, 2013. [33] K. Jarrett, Digital Labor (Digital Media and Society). Polity, 2022. [34] S. Ross, Humans at Work in the Digital Age: Forms of Digital Textual Labor (Digital Research in the Arts and Humanities). Routledge, 2019. [35] M. Altenried, The Digital Factory: The Human Labor of Automation. University of Chicago Press, 2022, Figure 1 Digital labor rights [4]. Figure 2 Tasks that should be automated with RPA [4].
  • 7. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD50140 | Volume – 6 | Issue – 4 | May-June 2022 Page 553 Figure 3 A typology of digital labor platform [6]. Figure 4 Digital labor in China [8].