Global digital divide
The global digital divide describes global disparities, primarily between developed and developing countries, in regards to access to computing and information resources such as the Internet and the opportunities derived from such access.[1]
The Internet is expanding very quickly, and not all countries—especially developing countries—can keep up with the constant changes.[example needed] The term "digital divide" does not necessarily mean that someone does not have technology; it could mean that there is simply a difference in technology. These differences can refer to, for example, high-quality computers, fast Internet, technical assistance, or telephone services.
Statistics
There is a large inequality worldwide in terms of the distribution of installed telecommunication bandwidth. In 2014 only three countries (China, US, Japan) host 50% of the globally installed bandwidth potential (see pie-chart Figure on the right).[2] This concentration is not new, as historically only ten countries have hosted 70–75% of the global telecommunication capacity (see Figure). The U.S. lost its global leadership in terms of installed bandwidth in 2011, being replaced by China, which hosts more than twice as much national bandwidth potential in 2014 (29% versus 13% of the global total).[2]
2005 | 2010 | 2017 | 2023 | |
---|---|---|---|---|
World population (billions)[4] | 6.5 | 6.9 | 7.4 | 8.0 |
Worldwide | 16% | 30% | 48% | 67% |
In developing world | 8% | 21% | 41.3% | 60% |
In developed world | 51% | 67% | 81% | 93% |
Region | 2005 | 2010 | 2017 | 2023 |
---|---|---|---|---|
Africa | 2% | 10% | 21.8% | 37% |
Americas | 36% | 49% | 65.9% | 87% |
Arab States | 8% | 26% | 43.7% | 69% |
Asia and Pacific | 9% | 23% | 43.9% | 66% |
Commonwealth of Independent States |
10% | 34% | 67.7% | 89% |
Europe | 46% | 67% | 79.6% | 91% |
Users | 2007 | 2010 | 2016 | 2019[10] |
---|---|---|---|---|
World population[11] | 6.6 billion | 6.9 billion | 7.3 billion | 7.75 billion |
Fixed broadband | 5% | 8% | 11.9% | 14.5% |
Developing world | 2% | 4% | 8.2% | 11.2% |
Developed world | 18% | 24% | 30.1% | 33.6% |
Mobile broadband | 4% | 11% | 49.4% | 83% |
Developing world | 1% | 4% | 40.9% | 75.2% |
Developed world | 19% | 43% | 90.3% | 121.7% |
Subscription | Place | 2007 | 2010 | 2014 | 2019[13] |
---|---|---|---|---|---|
Fixed | Africa | 0.1% | 0.2% | 0.4% | 0.4% |
Americas | 11% | 14% | 17% | 22% | |
Arab States | 1% | 2% | 3% | 8.1% | |
Asia and Pacific | 3% | 6% | 8% | 14.4% | |
Commonwealth of Independent States |
2% | 8% | 14% | 19.8% | |
Europe | 18% | 24% | 28% | 31.9% | |
Mobile | Africa | 0.2% | 2% | 19% | 34% |
Americas | 6% | 23% | 59% | 104.4% | |
Arab States | 0.8% | 5% | 25% | 67.3% | |
Asia and Pacific | 3% | 7% | 23% | 89% | |
Commonwealth of Independent States |
0.2% | 22% | 49% | 85.4% | |
Europe | 15% | 29% | 64% | 97.4% |
Versus the digital divide
The global digital divide is a special case of the digital divide; the focus is set on the fact that "Internet has developed unevenly throughout the world"[14]: 681 causing some countries to fall behind in technology, education, labor, democracy, and tourism. The concept of the digital divide was originally popularized regarding the disparity in Internet access between rural and urban areas of the United States of America; the global digital divide mirrors this disparity on an international scale.
The global digital divide also contributes to the inequality of access to goods and services available through technology. Computers and the Internet provide users with improved education, which can lead to higher wages; the people living in nations with limited access are therefore disadvantaged.[15] This global divide is often characterized as falling along what is sometimes called the North–South divide of "northern" wealthier nations and "southern" poorer ones.
Obstacles to a solution
Some people argue that necessities need to be considered before achieving digital inclusion, such as an ample food supply and quality health care. Minimizing the global digital divide requires considering and addressing the following types of access:
Physical access
Involves "the distribution of ICT devices per capita…and land lines per thousands".[16]: 306 Individuals need to obtain access to computers, landlines, and networks in order to access the Internet. This access barrier is also addressed in Article 21 of the convention on the Rights of Persons with Disabilities by the United Nations.
Financial access
The cost of ICT devices, traffic, applications, technician and educator training, software, maintenance, and infrastructures require ongoing financial means.[17] Financial access and "the levels of household income play a significant role in widening the gap".[18]
Socio-demographic access
Empirical tests have identified that several socio-demographic characteristics foster or limit ICT access and usage. Among different countries, educational levels and income are the most powerful explanatory variables, with age being a third one.[19][17]
While a Global Gender Gap in access and usage of ICT's exist, empirical evidence shows that this is due to unfavorable conditions concerning employment, education and income and not to technophobia or lower ability. In the contexts understudy, women with the prerequisites for access and usage turned out to be more active users of digital tools than men.[20] In the US, for example, the figures for 2018 show 89% of men and 88% of women use the Internet.[21]
Cognitive access
In order to use computer technology, a certain level of information literacy is needed. Further challenges include information overload and the ability to find and use reliable information.
Design access
Computers need to be accessible to individuals with different learning and physical abilities including complying with Section 508 of the Rehabilitation Act as amended by the Workforce Investment Act of 1998 in the United States.[22]
Institutional access
In illustrating institutional access, Wilson states "the numbers of users are greatly affected by whether access is offered only through individual homes or whether it is offered through schools, community centers, religious institutions, cybercafés, or post offices, especially in poor countries where computer access at work or home is highly limited".[16]: 303
Political access
Guillen & Suarez argue that "democratic political regimes enable faster growth of the Internet than authoritarian or totalitarian regimes."[14]: 687 The Internet is considered a form of e-democracy, and attempting to control what citizens can or cannot view is in contradiction to this. Recently situations in Iran and China have denied people the ability to access certain websites and disseminate information. Iran has prohibited the use of high-speed Internet in the country and has removed many satellite dishes in order to prevent the influence of Western culture, such as music and television.[23]
Cultural access
Many experts claim that bridging the digital divide is not sufficient and that the images and language needed to be conveyed in a language and images that can be read across different cultural lines.[24] A 2013 study conducted by Pew Research Center noted how participants taking the survey in Spanish were nearly twice as likely not to use the internet.[25]
Examples
In the early 21st century, residents of developed countries enjoy many Internet services which are not yet widely available in developing countries, including:
- Mobile phones and small electronic communication devices;
- E-communities and social-networking;
- Fast broadband Internet connections, enabling advanced Internet applications;[26]
- Affordable and widespread Internet access, either through personal computers at home or work, through public terminals in public libraries and Internet cafes, and through wireless access points;
- E-commerce enabled by efficient electronic payment networks like credit cards and reliable shipping services;
- Virtual globes featuring street maps searchable down to individual street addresses and detailed satellite and aerial photography;
- Online research systems which enable users to peruse newspaper and magazine articles that may be centuries old, without having to leave home;
- Electronic readers such as Kindle, Sony Reader, Samsung Papyrus and Iliad by iRex Technologies;
- Price engines which help consumers find the best possible online prices and similar services which find the best possible prices at local retailers;
- Electronic services delivery of government services, such as the ability to pay taxes, fees, and fines online.
- Further civic engagement through e-government and other sources such as finding information about candidates regarding political situations.
Proposed remedies
There are four specific arguments why it is important to "bridge the gap":[27]
- Economic equality – For example, the telephone is often seen as one of the most important components, because having access to a working telephone can lead to higher safety. If there were to be an emergency, one could easily call for help if one could use a nearby phone. In another example, many work-related tasks are online, and people without access to the Internet may not be able to complete work up to company standards. The Internet is regarded by some as a basic component of civic life that developed countries ought to guarantee for their citizens. Additionally, welfare services, for example, are sometimes offered via the Internet.[27]
- Social mobility – Computer and Internet use is regarded as being very important to development and success. However, some children are not getting as much technical education as others, because lower socioeconomic areas cannot afford to provide schools with computer facilities. For this reason, some kids are being separated and not receiving the same chance as others to be successful.[27]
- Democracy – Some people believe that eliminating the digital divide would help countries become healthier democracies. They argue that communities would become much more involved in events such as elections or decision making.[28][27]
- Economic growth – It is believed that less-developed nations could gain quick access to economic growth if the information infrastructure were to be developed and well used. By improving the latest technologies, certain countries and industries can gain a competitive advantage.[27]
While these four arguments are meant to lead to a solution to the digital divide, there are a couple of other components that need to be considered. The first one is rural living versus suburban living. Rural areas used to have very minimal access to the Internet, for example. However, nowadays, power lines and satellites are used to increase the availability in these areas. Another component to keep in mind is disabilities. Some people may have the highest quality technologies, but a disability they have may keep them from using these technologies to their fullest extent.[27]
Using previous studies (Gamos, 2003; Nsengiyuma & Stork, 2005; Harwit, 2004 as cited in James), James asserts that in developing countries, "internet use has taken place overwhelmingly among the upper-income, educated, and urban segments" largely due to the high literacy rates of this sector of the population.[29]: 58 As such, James suggests that part of the solution requires that developing countries first build up the literacy/language skills, computer literacy, and technical competence that low-income and rural populations need in order to make use of ICT.
It has also been suggested that there is a correlation between democrat regimes and the growth of the Internet. One hypothesis by Gullen is, "The more democratic the polity, the greater the Internet use...The government can try to control the Internet by monopolizing control" and Norris et al. also contends, "If there is less government control of it, the Internet flourishes, and it is associated with greater democracy and civil liberties.[30]
From an economic perspective, Pick and Azari state that "in developing nations…foreign direct investment (FDI), primary education, educational investment, access to education, and government prioritization of ICT as all-important".[30]: 112 Specific remedies proposed by the study include: "invest in stimulating, attracting, and growing creative technical and scientific workforce; increase the access to education and digital literacy; reduce the gender divide and empower women to participate in the ICT workforce; emphasize investing in intensive Research and Development for selected metropolitan areas and regions within nations".[30]: 111
There are projects worldwide that have implemented, to various degrees, the remedies outlined above. Many such projects have taken the form of Information Communications Technology Centers (ICT centers). Rahnman explains that "the main role of ICT intermediaries is defined as an organization providing effective support to local communities in the use and adaptation of technology. Most commonly, an ICT intermediary will be a specialized organization from outside the community, such as a non-governmental organization, local government, or international donor. On the other hand, a social intermediary is defined as a local institution from within the community, such as a community-based organization.[31]: 128
Other proposed remedies that the Internet promises for developing countries are the provision of efficient communications within and among developing countries so that citizens worldwide can effectively help each other to solve their problems. Grameen Banks and Kiva loans are two microcredit systems designed to help citizens worldwide to contribute online towards entrepreneurship in developing communities. Economic opportunities range from entrepreneurs who can afford the hardware and broadband access required to maintain Internet cafés to agribusinesses having control over the seeds they plant.
At the Massachusetts Institute of Technology, the IMARA organization (from Swahili word for "power") sponsors a variety of outreach programs which bridge the Global Digital Divide. Its aim is to find and implement long-term, sustainable remedies which will increase the availability of educational technology and resources to domestic and international communities. These projects are run under the aegis of the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) and staffed by MIT volunteers who give training, install and donate computer setups in greater Boston, Massachusetts, Kenya, Indian reservations the American Southwest such as the Navajo Nation, the Middle East, and the Fiji Islands. The CommuniTech project strives to empower underserved communities through sustainable technology and education.[32][33][34] According to Dominik Hartmann of the MIT's Media Lab, interdisciplinary approaches are needed to bridge the global digital divide.[35]
Building on the premise that any effective solution must be decentralized, allowing the local communities in developing nations to generate their content, one scholar has posited that social media—like Facebook, YouTube, and Twitter—may be useful tools in closing the divide.[36] As Amir Hatem Ali suggests, "the popularity and generative nature of social media empower individuals to combat some of the main obstacles to bridging the digital divide".[36]: 188 Facebook's statistics reinforce this claim. According to Facebook, more than seventy-five percent of its users reside outside of the US.[37] Moreover, more than seventy languages are presented on its website.[37] The reasons for the high number of international users are due to many the qualities of Facebook and other social media. Amongst them, are its ability to offer a means of interacting with others, user-friendly features, and the fact that most sites are available at no cost.[36] The problem with social media, however, is that it can be accessible, provided that there is physical access.[36] Nevertheless, with its ability to encourage digital inclusion, social media can be used as a tool to bridge the global digital divide.[36]
Some cities in the world have started programs to bridge the digital divide for their residents, school children, students, parents and the elderly. One such program, founded in 1996, was sponsored by the city of Boston and called the Boston Digital Bridge Foundation.[38] It especially concentrates on school children and their parents, helping to make both equally and similarly knowledgeable about computers, using application programs, and navigating the Internet.[39][40]
Free Basics
Free Basics is a partnership between social networking services company Facebook and six companies (Samsung, Ericsson, MediaTek, Opera Software, Nokia and Qualcomm) that plans to bring affordable access to selected Internet services to less developed countries by increasing efficiency, and facilitating the development of new business models around the provision of Internet access. In the whitepaper realised by Facebook's founder and CEO Mark Zuckerberg,[41] connectivity is asserted as a "human right", and Internet.org is created to improve Internet access for people around the world.
"Free Basics provides people with access to useful services on their mobile phones in markets where internet access may be less affordable. The websites are available for free without data charges, and include content about news, employment, health, education and local information etc. By introducing people to the benefits of the internet through these websites, we hope to bring more people online and help improve their lives."[42]
However, Free Basics is also accused of violating net neutrality for limiting access to handpicked services. Despite a wide deployment in numerous countries, it has been met with heavy resistance notably in India where the Telecom Regulatory Authority of India eventually banned it in 2016.
Satellite constellations
Several projects to bring internet to the entire world with a satellite constellation have been devised in the last decade, one of these being Starlink by Elon Musk's company SpaceX. Unlike Free Basics, it would provide people with a full internet access and would not be limited to a few selected services. In the same week Starlink was announced, serial-entrepreneur Richard Branson announced his own project OneWeb, a similar constellation with approximately 700 satellites that was already procured communication frequency licenses for their broadcast spectrum and could possibly be operational on 2020.[43]
The biggest hurdle to these projects is the astronomical, financial, and logistical cost of launching so many satellites. After the failure of previous satellite-to-consumer space ventures, satellite industry consultant Roger Rusch said "It's highly unlikely that you can make a successful business out of this." Musk has publicly acknowledged this business reality, and indicated in mid-2015 that while endeavoring to develop this technically-complicated space-based communication system he wants to avoid overextending the company and stated that they are being measured in the pace of development.
As of 2023, Starlink is being actively deployed with the goal to clear licensure hurdles in every country open to its services.
One Laptop per Child
One Laptop per Child (OLPC) was an attempt by an American non-profit to narrow the digital divide.[44] This organization, founded in 2005, provided inexpensively produced "XO" laptops (dubbed the "$100 laptop", though actual production costs vary) to children residing in poor and isolated regions within developing countries. Each laptop belonged to an individual child and provides a gateway to digital learning and Internet access. The XO laptops were designed to withstand more abuse than higher-end machines, and they contained features in context to the unique conditions that remote villages present. Each laptop was constructed to use as little power as possible, had a sunlight-readable screen, and was capable of automatically networking with other XO laptops in order to access the Internet—as many as 500 machines can share a single point of access.[44] The project went defunct in 2014.
World Summit on the Information Society
Several of the 67 principles adopted at the World Summit on the Information Society convened by the United Nations in Geneva in 2003 directly address the digital divide.[45]
See also
References
- ^ Lu, Ming-te (2001). "Digital divide in developing countries" (PDF). Journal of Global Information Technology Management. 4 (3): 1–4. doi:10.1080/1097198x.2001.10856304. S2CID 153534228. Archived from the original (PDF) on August 26, 2014.
- ^ a b c Hilbert, Martin (2016). "The bad news is that the digital access divide is here to stay: Domestically installed bandwidths among 172 countries for 1986–2014". Telecommunications Policy. 40 (6): 567–581. doi:10.1016/j.telpol.2016.01.006.
- ^ a b "Measuring digital development: Facts and figures 2023". Telecommunication Development Bureau, International Telecommunication Union (ITU). Retrieved 2024-06-14.
- ^ "Total Midyear Population for the World: 1950-2050"". International Programs Center for Demographic and Economic Studies, U.S. Census Bureau. Archived from the original on 2017-04-17. Retrieved 2020-02-28.
- ^ "Percentage of Individuals using the Internet 2000–2012", International Telecommunication Union (Geneva), June 2013, retrieved June 22, 2013
- ^ "Individuals using the Internet 2005 to 2014", Key ICT indicators for developed and developing countries and the world (totals and penetration rates), International Telecommunication Union (ITU). Retrieved May 25, 2015.
- ^ "Internet users per 100 inhabitants 1997 to 2007", ICT Data and Statistics (IDS), International Telecommunication Union (ITU). Retrieved May 25, 2015.
- ^ "Active mobile-broadband subscriptions per 100 inhabitants 2012", Dynamic Report, ITU ITC EYE, International Telecommunication Union. Retrieved on June 29, 2013.
- ^ "Measuring digital development: Facts and figures 2019". Telecommunication Development Bureau, International Telecommunication Union (ITU). Retrieved 2020-02-28.
- ^ Estimate.
- ^ "Total Midyear Population for the World: 1950-2050"". International Programs Center for Demographic and Economic Studies, U.S. Census Bureau. Archived from the original on 2017-04-17. Retrieved 2020-02-28.
- ^ "Measuring digital development: Facts and figures 2019". Telecommunication Development Bureau, International Telecommunication Union (ITU). Retrieved 2020-02-28.
- ^ Estimate
- ^ a b Guillen, M. F.; Suárez, S. L. (2005). "Explaining the global digital divide: Economic, political and sociological drivers of cross-national internet use". Social Forces. 84 (2): 681–708. CiteSeerX 10.1.1.649.2813. doi:10.1353/sof.2006.0015. S2CID 3124360.
- ^ Krueger 1993; Attewell and Battle 1999.
- ^ a b Wilson, III. E.J. (2004). The Information Revolution and Developing Countries. Cambridge, Massachusetts: The MIT Press.
- ^ a b Hilbert, Martin (2010). "When is Cheap, Cheap Enough to Bridge the Digital Divide? Modeling Income Related Structural Challenges of Technology Diffusion in Latin America" (PDF). World Development. 38 (5): 756–770. doi:10.1016/j.worlddev.2009.11.019.
- ^ "Digital Divide." The Digital Divide, Stanford University, cs.stanford.edu/people/eroberts/cs201/projects/digital-divide/start.html. Retrieved September 19, 2017.
- ^ Hilbert, Martin (2011). "The end justifies the definition: The manifold outlooks on the digital divide and their practical usefulness for policy-making". Telecommunications Policy. 35 (8): 715–736. doi:10.1016/j.telpol.2011.06.012. S2CID 14786254.
- ^ Hilbert, Martin (2011). "Digital gender divide or technologically empowered women in developing countries? A typical case of lies, damned lies, and statistics" (PDF). Women's Studies International Forum. 34 (6): 479–489. doi:10.1016/j.wsif.2011.07.001. S2CID 146742985.
- ^ "U.S. Internet penetration by gender 2000–2018".
- ^ Section 508 Archived August 6, 2013, at the Wayback Machine (1998). United States Government.
- ^ Tait, Robert (July 23, 2006). "Iran bans fast internet to cut west's influence". The Guardian. London. Retrieved March 11, 2017.
- ^ Carr, Deborah (2007). "The Global Digital Divide". Contexts. 6 (3): 58. doi:10.1525/ctx.2007.6.3.58. S2CID 62654684. ProQuest 219574259.
- ^ "Who's Not Online and Why". Pew Research Center: Internet, Science & Tech. September 25, 2013. Retrieved February 4, 2018.
- ^ This graphic illustrates the difference in fixed broadband penetration (History and Forecast) between the European Union and Sub-Saharan Africa from International Futures
- ^ a b c d e f Digital Divide – ICT Information Communications Technology – 50x15 Initiative. (March 21, 2014). Retrieved April 13, 2014, from http://www.internetworldstats.com/links10.htm
- ^ "Inclusion of excluded groups in decision-making in the development of technologies". Social Impact Open Repository (SIOR). 2011. Archived from the original on September 5, 2017. Retrieved September 5, 2017.
- ^ James, J (2008). "Digital Divide Complacency: Misconceptions and Dangers". The Information Society. 24: 54–61. doi:10.1080/01972240701774790. S2CID 205507951.
- ^ a b c Pick, J.; Azari, R. (2008). "Global Digital Divide: Influence of Socioeconomic, Governmental, and Accessibility Factors on Information Technology". Information Technology for Development. 14 (2): 91–115. doi:10.1002/itdj.20095. S2CID 214654004.
- ^ Rahman, H. (2006). Empowering Marginal Communities and Information Networking. Hershey, Pennsylvania: Idea Group Publishing.
- ^ Fizz, Robyn; Mansur, Karla (June 4, 2008), "Helping MIT neighbors cross the 'digital divide'" (PDF), MIT Tech Talk, Cambridge: MIT, p. 3
- ^ IMARA Project at MIT
- ^ Fizz, Robyn, "CommuniTech Works Locally to Bridge the Digital Divide" Archived August 18, 2011, at the Wayback Machine, IST News, MIT, April 8, 2011
- ^ Hartmann, Dominik (March 25, 2016), "Building bridges", D+C, development&cooperation
- ^ a b c d e Ali, Amir (2011). "The Power of Social Media in Developing Nations: New Tools for Closing the Global Digital Divide and Beyond" (PDF). Harvard Human Rights Journal. 24: 1. Archived from the original (PDF) on November 14, 2012. Retrieved March 30, 2014.
- ^ a b "Facebook Statistics", 2011. Archived October 18, 2007, at the Wayback Machine
- ^ (Boston) Digital Bridge Foundation
- ^ "Mayor Menino, Boston Digital Bridge Foundation Host Evening on the Bridge 2.0 Celebration", Mayor's Office, Boston, Press Release, September 26, 2002
- ^ "City of Boston Receives $4.3 Million Grant That Will Give Training, Computers and Opportunity to Underserved Communities", City of Boston press office, September 14, 2010
- ^ Zuckerberg, Mark. "Is Connectivity a Human Right?". Facebook. Retrieved June 28, 2022.
- ^ "Internet.org:About".
- ^ "Elon Musk and Richard Branson invest in satellite-Internet ventures". Los Angeles Times. January 17, 2015.
- ^ a b One Laptop Per Child Archived 2019-05-15 at the Wayback Machine. (2009).
- ^ "Declaration of Principles", WSIS-03/GENEVA/DOC/4-E, World Summit on the Information Society, Geneva, December 12, 2003
Bibliography
- Azam, M. (2007). "Working together toward the inclusive digital world". Digital Opportunity Forum. Unpublished manuscript. Retrieved July 17, 2009, from http://www.dof.or.kr/pdf/Bangladesh%5BPPT%5D.pdf [dead link ]
- Borland, J. (April 13, 1998). "Move Over Megamalls, Cyberspace Is the Great Retailing Equalizer". Knight Ridder/Tribune Business News.
- Brynjolfsson, Erik and Michael D. Smith (2000). "The great equalizer? Consumer choice behavior at Internet shopbots". Sloan Working Paper 4208–01. eBusiness@MIT Working Paper 137. July 2000. Sloan School of Management, Massachusetts Institute of Technology, Cambridge, Massachusetts.
- James, J. (2004). Information Technology and Development: A new paradigm for delivering the Internet to rural areas in developing countries. New York: Routledge. ISBN 0-415-32632-X (print). ISBN 0-203-32550-8 (e-book).
- Southwell, B. G. (2013). Social networks and popular understanding of science and health: sharing disparities. Baltimore: Johns Hopkins University Press. ISBN 978-1-4214-1324-2 (book).
- World Summit on the Information Society (WSIS), 2005. "What's the state of ICT access around the world?" Retrieved July 17, 2009.
- World Summit on the Information Society (WSIS), 2008. "ICTs in Africa: Digital Divide to Digital Opportunity". Retrieved July 17, 2009.
External links
- E-inclusion, an initiative of the European Commission to ensure that "no one is left behind" in enjoying the benefits of Information and Communication Technologies (ICT).
- eEurope – An information society for all, a political initiative of the European Union.
- Digital Inclusion Network Archived 2020-12-05 at the Wayback Machine, an online exchange on topics related to the digital divide and digital inclusion, E-Democracy.org.
- Expanding Digital Opportunity in New York City Public Schools: Profiles of Innovators and Leaders Who Make a Difference (PDF). Committee on Technology in Government, New York City Council. June 2004.
- "The Digital Divide Within Education Caused by the Internet", Benjamin Todd, Acadia University, Nova Scotia, Canada, Undergraduate Research Journal for the Human Sciences, Volume 11 (2012).
- Statistics from the International Telecommunication Union (ITU)
- Mobile Phones and Access Archived 2020-12-01 at the Wayback Machine is an animated video produced by TechChange and USAID which explores issues of access related to global mobile phone usage.