Digital divide
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An Opte Project visualization of routing paths through a portion of the Internet |
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A digital divide is an economic and social inequality with regard to access to, use of, or impact of information and communication technologies (ICT).[1] The divide within countries (such as the digital divide in the United States) may refer to inequalities between individuals, households, businesses, or geographic areas, usually at different socioeconomic levels or other demographic categories. The divide between differing countries or regions of the world is referred to as the global digital divide,[1][2] examining this technological gap between developing and developed countries on an international scale.[3]
Definition and usage
The term Digital divide describes a gap in terms of access to and usage of information and communication technology, including the skills to make use of those technology within a geographic area, society or community. It was traditionally considered to be a question of having or not having access, but with a global mobile phone penetration of over 95%,[4] it is becoming a relative inequality between those who have more and those who have less.[5]
Means of connectivity
Infrastructure
The infrastructure by which individuals, households, businesses, and communities connect to the Internet address the physical mediums that people use to connect to the Internet such as desktop computers, laptops, basic mobile phones or smart phones, iPods or other MP3 players, gaming consoles such as Xbox or PlayStation, electronic book readers, and tablets such as iPads.[6]
Traditionally the nature of the divide has been measured in terms of the existing numbers of subscriptions and digital devices. Given the increasing number of such devices, some have concluded that the digital divide among individuals has increasingly been closing as the result of a natural and almost automatic process.[7][8] Others point to persistent lower levels of connectivity among women, racial and ethnic minorities, people with lower incomes, rural residents, and less educated people as evidence that addressing inequalities in access to and use of the medium will require much more than the passing of time.[9][10][11] Recent studies have measured the digital divide not in terms of technological devices, but in terms of the existing bandwidth per individual (in kbit/s per capita).[5] As shown in the Figure on the side, the digital divide in kbit/s is not monotonically decreasing, but re-opens up with each new innovation. For example, "the massive diffusion of narrow-band Internet and mobile phones during the late 1990s" increased digital inequality, as well as "the initial introduction of broadband DSL and cable modems during 2003–2004 increased levels of inequality".[5] This is because a new kind of connectivity is never introduced instantaneously and uniformly to society as a whole at once, but diffuses slowly through social networks. As shown by the Figure, only since 2009 do we have first time "clear evidence that the level of informational equality among average global citizens is lower than in the pre-digital era" of the late 1980s.[5] This means that during 1986 and 2009 communication capacity was more unequally distributed than during the time when only fixed-line phones existed. The most recent increase in digital equality stems from the massive diffusion of the latest digital innovations (i.e. fixed and mobile broadband infrastructures, e.g. 3G and fiber optics FTTH)". While this is good news, the bandwidth divide might well once again re-open with the next digital innovation.[12] Measurement methodologies of the digital divide, and more specifically an Integrated Iterative Approach General Framework (Integrated Contextual Iterative Approach - ICI) and the digital divide modeling theory under measurement model DDG (Digital Divide Gap) are used to analyze the gap existing between developed and developing countries, and the gap among the 27 members-states of the European Union.[13][14]
The bit as the unifying variable
Instead of tracking various kinds of digital divides among fixed and mobile phones, narrow- and broadband Internet, digital TV, etc., it has recently been suggested to simply measure the amount of kbit/s per actor.[5][16][17] This approach has shown that the digital divide in kbit/s per capita is actually widening in relative terms: "While the average inhabitant of the developed world counted with some 40 kbit/s more than the average member of the information society in developing countries in 2001, this gap grew to over 3 Mbit/s per capita in 2010." [17] The upper graph of the Figure on the side shows that the divide between developed and developing countries has been diminishing when measured in terms of subscriptions per capita. In 2001, fixed-line telecommunication penetration reached 70% of society in developed OECD countries and 10% of the developing world. This resulted in a ratio of 7 to 1 (divide in relative terms) or a difference of 60% (divide in measured in absolute terms). During the next decade, fixed-line penetration stayed almost constant in OECD countries (at 70%), while the rest of the world started a catch-up, closing the divide to a ratio of 3.5 to 1. The lower graph shows the divide not in terms of ICT devices, but in terms of kbit/s per inhabitant. While the average member of developed countries counted with 29 kbit/s more than a person in developing countries in 2001, this difference got multiplied by a factor of one thousand (to a difference of 2900 kbit/s). In relative terms, the fixed-line capacity divide was even worse during the introduction of broadband Internet at the middle of the first decade of the 2000s, when the OECD counted with 20 times more capacity per capita than the rest of the world.[5] This shows the importance of measuring the divide in terms of kbit/s, and not merely to count devices. The International Telecommunications Union concludes that "The bit becomes a unifying variable enabling comparisons and aggregations across different kinds of communication technologies" [18]
Skills and digital literacy
However, research shows that the digital divide is more than just an access issue and cannot be alleviated merely by providing the necessary equipment. There are at least three factors at play: information accessibility, information utilization and information receptiveness. More than just accessibility, individuals need to know how to make use of the information and communication tools once they exist within a community.[19] Information professionals have the ability to help bridge the gap by providing reference and information services to help individuals learn and utilize the technologies to which they do have access, regardless of the economic status of the individual seeking help.[20]
Location
Internet connectivity can be utilized at a variety of locations such as homes, offices, schools, libraries, public spaces, Internet cafe and others. There are also varying levels of connectivity in rural, suburban, and urban areas.[21][22]
Applications
Common Sense Media, a nonprofit group based in San Francisco, surveyed almost 1,400 parents and reported in 2011 that 47 percent of families with incomes more than $75,000 had downloaded apps for their children, while only 14 percent of families earning less than $30,000 had done so.[23]
Reasons and correlating variables
The gap in a digital divide may exist for a number of reasons. Obtaining access to ICTs and using them actively has been linked to a number of demographic and socio-economic characteristics: among them income, education, race, gender, geographic location (urban-rural), age, skills, awareness, political, cultural and psychological attitudes.[24][25][26][27][28][29][30][31] Multiple regression analysis across countries has shown that income levels and educational attainment are identified as providing the most powerful explanatory variables for ICT access and usage.[32] Evidence was found that caucasians are much more likely than non-caucasians to own a computer as well as have access to the Internet in their homes. As for geographic location, people living in urban centers have more access and show more usage of computer services than those in rural areas. Gender was previously thought to provide an explanation for the digital divide, many thinking ICT were male gendered, but controlled statistical analysis has shown that income, education and employment act as confounding variables and that women with the same level of income, education and employment actually embrace ICT more than men (see Women and ICT4D).[33]
One telling fact is that "as income rises so does Internet use […]", strongly suggesting that the digital divide persists at least in part due to income disparities.[34] Most commonly, a digital divide stems from poverty and the economic barriers that limit resources and prevent people from obtaining or otherwise using newer technologies.
In research, while each explanation is examined, others must be controlled in order to eliminate interaction effects or mediating variables,[24] but these explanations are meant to stand as general trends, not direct causes. Each component can be looked at from different angles, which leads to a myriad of ways to look at (or define) the digital divide. For example, measurements for the intensity of usage, such as incidence and frequency, vary by study. Some report usage as access to Internet and ICTs while others report usage as having previously connected to the Internet. Some studies focus on specific technologies, others on a combination (such as Infostate, proposed by Orbicom-UNESCO, the Digital Opportunity Index, or ITU's ICT Development Index). Based on different answers to the questions of who, with which kinds of characteristics, connects how and why, to what there are hundreds of alternatives ways to define the digital divide.[35] "The new consensus recognizes that the key question is not how to connect people to a specific network through a specific device, but how to extend the expected gains from new ICTs".[36] In short, the desired impact and "the end justifies the definition" of the digital divide.[35]
Economic gap in the United States
During the mid-1990s the US Department of Commerce, National Telecommunications & Information Administration (NTIA) began publishing reports about the Internet and access to and usage of the resource. The first of three reports is entitled "Falling Through the Net: A Survey of the ‘Have Nots’ in Rural and Urban America" (1995),[37] the second is "Falling Through the Net II: New Data on the Digital Divide" (1998),[38] and the final report "Falling Through the Net: Defining the Digital Divide" (1999).[39] The NTIA’s final report attempted to clearly define the term digital divide; "the digital divide—the divide between those with access to new technologies and those without—is now one of America's leading economic and civil rights issues. This report will help clarify which Americans are falling further behind, so that we can take concrete steps to redress this gap."[39] Since the introduction of the NTIA reports, much of the early, relevant literature began to reference the NTIA’s digital divide definition. The digital divide is commonly defined as being between the "haves" and "have-nots."[39][40]
Overcoming the digital divide
An individual must be able to connect in order to achieve enhancement of social and cultural capital as well as achieve mass economic gains in productivity. Therefore, access is a necessary (but not sufficient) condition for overcoming the digital divide. Access to ICT meets significant challenges that stem from income restrictions. The borderline between ICT as a necessity good and ICT as a luxury good is roughly around the "magical number" of US$10 per person per month, or US$120 per year,[32] which means that people consider ICT expenditure of US$120 per year as a basic necessity. Since more than 40% of the world population lives on less than US$2 per day, and around 20% live on less than US$1 per day (or less than US$365 per year), these income segments would have to spend one third of their income on ICT (120/365 = 33%). The global average of ICT spending is at a mere 3% of income.[32] Potential solutions include driving down the costs of ICT, which includes low cost technologies and shared access through Telecentres.
Furthermore, even though individuals might be capable of accessing the Internet, many are thwarted by barriers to entry such as a lack of means to infrastructure or the inability to comprehend the information that the Internet provides. Lack of adequate infrastructure and lack of knowledge are two major obstacles that impede mass connectivity. These barriers limit individuals' capabilities in what they can do and what they can achieve in accessing technology. Some individuals have the ability to connect, but they do not have the knowledge to use what information ICTs and Internet technologies provide them. This leads to a focus on capabilities and skills, as well as awareness to move from mere access to effective usage of ICT.[41]
The United Nations is aiming to raise awareness of the divide by way of the World Information Society Day which has taken place yearly since May 17, 2001.[42] It also sets up the Information and Communications Technology (ICT) Task Force in November 2001.[43] One year before, the United Nations Volunteers (UNV) programme had launched its Online Volunteering service, which uses ICT as a vehicle for and in support of volunteering. It constitutes an example of a volunteering initiative that effectively contributes to bridge the digital divide. ICT-enabled volunteering has a clear added value for development. If more people collaborate online with more development institutions and initiatives, this will imply an increase in person-hours dedicated to development cooperation at essentially no additional cost. This is the most visible effect of online volunteering for human development.[44]
Social media websites serve as both manifestations of and means by which to combat the digital divide. The former describes phenomena such as the divided users demographics that make up sites such as Facebook and Myspace or Word Press and Tumblr. Each of these sites host thriving communities that engage with otherwise marginalized populations. An example of this is the large online community devoted to Afrofuturism, a discourse that critiques dominant structures of power by merging themes of science fiction and blackness. Social media brings together minds that may not otherwise meet, allowing for the free exchange of ideas and empowerment of marginalized discourses.
Libraries and the digital divide
Attempts to bridge the digital divide include a program developed in Durban, South Africa, where very low access to technology and a lack of documented cultural heritage has motivated the creation of an "online indigenous digital library as part of public library services."[45] This project has the potential to narrow the digital divide by not only giving the people of the Durban area access to this digital resource, but also by incorporating the community members into the process of creating it.
Another attempt to narrow the digital divide takes the form of One Laptop Per Child (OLPC).[46] This organization, founded in 2005, provides 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 belongs to an individual child and provides a gateway to digital learning and Internet access. The XO laptops are specifically designed to withstand more abuse than higher-end machines, and they contain features in context to the unique conditions that remote villages present. Each laptop is constructed to use as little power as possible, have a sunlight-readable screen, and is 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.[46]
To address the divide The Gates Foundation began the Gates Library Initiative. The Gates Foundation focused on providing more than just access, they placed computers and provided training in libraries. In this manner if users began to struggle while using a computer, the user was in a setting where assistance and guidance was available. Further, the Gates Library Initiative was "modeled on the old-fashioned life preserver: The support needs to be around you to keep you afloat."[47]
In nations where poverty compounds effects of the digital divide, programs are emerging to counter those trends. Prior conditions in Kenya - lack of funding, language and technology illiteracy contributed to an overall lack of computer skills and educational advancement for those citizens. This slowly began to change when foreign investment began. In the early 2000s, The Carnegie Foundation funded a revitalization project through the Kenya National Library Service (KNLS). Those resources enabled public libraries to provide information and communication technologies (ICT) to their patrons. In 2012, public libraries in the Busia and Kiberia communities introduced technology resources to supplement curriculum for primary schools. By 2013, the program expanded into ten schools.[48]
Effective use
Community Informatics (CI) provides a somewhat different approach to addressing the digital divide by focusing on issues of "use" rather than simply "access". CI is concerned with ensuring the opportunity not only for ICT access at the community level but also, according to Michael Gurstein, that the means for the "effective use" of ICTs for community betterment and empowerment are available.[49] Gurstein has also extended the discussion of the digital divide to include issues around access to and the use of "open data" and coined the term "data divide" to refer to this issue area.[50]
Implications
Social capital
Once an individual is connected, Internet connectivity and ICTs can enhance his or her future social and cultural capital. Social capital is acquired through repeated interactions with other individuals or groups of individuals. Connecting to the Internet creates another set of means by which to achieve repeated interactions. ICTs and Internet connectivity enable repeated interactions through access to social networks, chat rooms, and gaming sites. Once an individual has access to connectivity, obtains infrastructure by which to connect, and can understand and use the information that ICTs and connectivity provide, that individual is capable of becoming a "digital citizen".[24]
Criticisms
Knowledge divide
Since gender, age, racial, income, and educational gaps in the digital divide have lessened compared to past levels, some researchers suggest that the digital divide is shifting from a gap in access and connectivity to ICTs to a knowledge divide.[51] A knowledge divide concerning technology presents the possibility that the gap has moved beyond access and having the resources to connect to ICTs to interpreting and understanding information presented once connected.[52]
Second-level digital divide
The second-level digital divide, also referred to as the production gap, describes the gap that separates the consumers of content on the Internet from the producers of content.[53] As the technological digital divide is decreasing between those with access to the Internet and those without, the meaning of the term digital divide is evolving.[51] Previously, digital divide research has focused on accessibility to the Internet and Internet consumption. However, with more and more of the population with access to the Internet, researchers are examining how people use the Internet to create content and what impact socioeconomics are having on user behavior.[54][55] New applications have made it possible for anyone with a computer and an Internet connection to be a creator of content, yet the majority of user generated content available widely on the Internet, like public blogs, is created by a small portion of the Internet using population. Web 2.0 technologies like Facebook, YouTube, Twitter, and Blogs enable users to participate online and create content without having to understand how the technology actually works, leading to an ever increasing digital divide between those who have the skills and understanding to interact more fully with the technology and those who are passive consumers of it.[53] Many are only nominal content creators through the use of Web 2.0, posting photos and status updates on Facebook, but not truly interacting with the technology.
Some of the reasons for this production gap include material factors like the type of Internet connection one has and the frequency of access to the Internet. The more frequently a person has access to the Internet and the faster the connection, the more opportunities they have to gain the technology skills and the more time they have to be creative.[56]
Other reasons include cultural factors often associated with class and socioeconomic status. Users of lower socioeconomic status are less likely to participate in content creation due to disadvantages in education and lack of the necessary free time for the work involved in blog or web site creation and maintenance.[56] Additionally, there is evidence to support the existence of the second-level digital divide at the K-12 level based on how educators' use technology for instruction.[57] Schools' economic factors have been found to explain variation in how teachers use technology to promote higher-order thinking skills.[57]
The global digital divide
2005 | 2010 | 2014a | |
World population[60] | 6.5 billion | 6.9 billion | 7.2 billion |
Not using the Internet | 84% | 70% | 60% |
Using the Internet | 16% | 30% | 40% |
Users in the developing world | 8% | 21% | 32% |
Users in the developed world | 51% | 67% | 78% |
a Estimate. Source: International Telecommunications Union.[61] |
2005 | 2010 | 2014a | |
Africa | 2% | 10% | 19% |
Americas | 36% | 49% | 65% |
Arab States | 8% | 26% | 41% |
Asia and Pacific | 9% | 23% | 32% |
Commonwealth of Independent States |
10% |
34% |
56% |
Europe | 46% | 67% | 75% |
a Estimate. Source: International Telecommunications Union.[61] |
2007 | 2010 | 2014a | |
World population[60] | 6.6 billion | 6.9 billion | 7.2 billion |
Fixed broadband | 5% | 8% | 10% |
Developing world | 2% | 4% | 6% |
Developed world | 18% | 24% | 27% |
Mobile broadband | 4% | 11% | 32% |
Developing world | 1% | 4% | 21% |
Developed world | 19% | 43% | 84% |
a Estimate. Source: International Telecommunications Union.[61] |
Fixed subscriptions: | 2007 | 2010 | 2014a |
Africa | 0.1% | 0.2% | 0.4% |
Americas | 11% | 14% | 17% |
Arab States | 1% | 2% | 3% |
Asia and Pacific | 3% | 6% | 8% |
Commonwealth of Independent States |
2% |
8% |
14% |
Europe | 18% | 24% | 28% |
Mobile subscriptions: | 2007 | 2010 | 2014a |
Africa | 0.2% | 2% | 19% |
Americas | 6% | 23% | 59% |
Arab States | 0.8% | 5% | 25% |
Asia and Pacific | 3% | 7% | 23% |
Commonwealth of Independent States |
0.2% |
22% |
49% |
Europe | 15% | 29% | 64% |
a Estimate. Source: International Telecommunications Union.[61] |
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.[64] As with a smaller unit of analysis, this gap describes an inequality that exists, referencing a global scale.
The Internet is expanding very quickly, and not all countries—especially developing countries—are able to keep up with the constant changes. The term "digital divide" doesn't necessarily mean that someone doesn’t 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. The difference between all of these is also considered a gap.
The global digital divide 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" [28]:681 causing some countries to fall behind in technology, education, labor, democracy, and tourism. The concept of the digital divide was originally popularized in regard to 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.[65] 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 overcoming the global digital divide
Some people argue that basic 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".[29]: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.[32]
- 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.[32][35] Others, like gender, don't seem to have much of an independent effect.[33]
- 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.[66]
- 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".[29]:303
- Political Access
Guillen & Suarez argue that that "democratic political regimes enable a faster growth of the Internet than authoritarian or totalitarian regimes".[28]: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 website and disseminate information. Iran has also 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.[67]
- 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.[30]
Concrete examples of the global digital divide
In the early 21st century, residents of First World countries enjoy many Internet services which are not yet widely available in Third World countries, including:
- In tandem with the above point, mobile phones and small electronic communication devices;
- E-communities and social-networking;
- Fast broadband Internet connections, enabling advanced Internet applications;[68]
- 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 like LexisNexis and ProQuest 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 like Google Shopping which help consumers find the best possible online prices, and similar services like ShopLocal 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.
Global solutions
There are four specific arguments why it is important to "bridge the gap":[69]
- 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 situation, 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 civil life that developed countries ought to guarantee for their citizens. Additionally, welfare services, for example, are sometimes offered via the Internet.[69]
- 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 bundles of computers. For this reason, some kids are being separated and not receiving the same chance as others to be successful.[69]
- Democracy — Some people believe that eliminating the digital divide would help countries becomes healthier democracies. They argue that communities would become much more involved in events such as elections or decision making.[69]
- 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 are able to gain a competitive advantage.[69]
While these four arguments are meant to lead to a solution to the digital divide, there are a couple 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.[69]
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.[70]: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...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.[71]
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".[71]:112 Specific solutions 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".[71]:111
There are projects worldwide that have implemented, to various degrees, the solutions 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.[72]:128
Other proposed solutions 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 own 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 solutions 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 Fiji Islands. The CommuniTech project strives to empower underserved communities through sustainable technology and education.[73][74][75]
Building on the premise that any effective solution must be decentralized, allowing the local communities in developing nations to generate their own content, one scholar has posited that social media—like Facebook, YouTube, and Twitter—may be useful tools in closing the divide.[76] 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".[76]:188 Facebook’s statistics reinforce this claim. According to Facebook, more than seventy-five percent of its users reside outside of the US.[77] Moreover, more than seventy languages are presented on its website.[77] 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.[76] The problem with social media, however, is that it can be accessible, provided that there is physical access.[76] Nevertheless, with its ability to encourage digital inclusion, social media can be used as a tool to bridge the global digital divide.[76]
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.[78] 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.[79][80]
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:[81]
- 10. We are also fully aware that the benefits of the information technology revolution are today unevenly distributed between the developed and developing countries and within societies. We are fully committed to turning this digital divide into a digital opportunity for all, particularly for those who risk being left behind and being further marginalized.
- 11. We are committed to realizing our common vision of the Information Society for ourselves and for future generations. We recognize that young people are the future workforce and leading creators and earliest adopters of ICTs. They must therefore be empowered as learners, developers, contributors, entrepreneurs and decision-makers. We must focus especially on young people who have not yet been able to benefit fully from the opportunities provided by ICTs. We are also committed to ensuring that the development of ICT applications and operation of services respects the rights of children as well as their protection and well-being.
- 12. We affirm that development of ICTs provides enormous opportunities for women, who should be an integral part of, and key actors, in the Information Society. We are committed to ensuring that the Information Society enables women's empowerment and their full participation on the basis on equality in all spheres of society and in all decision-making processes. To this end, we should mainstream a gender equality perspective and use ICTs as a tool to that end.
- 13. In building the Information Society, we shall pay particular attention to the special needs of marginalized and vulnerable groups of society, including migrants, internally displaced persons and refugees, unemployed and underprivileged people, minorities and nomadic people. We shall also recognize the special needs of older persons and persons with disabilities.
- 14. We are resolute to empower the poor, particularly those living in remote, rural and marginalized urban areas, to access information and to use ICTs as a tool to support their efforts to lift themselves out of poverty.
- 15. In the evolution of the Information Society, particular attention must be given to the special situation of indigenous peoples, as well as to the preservation of their heritage and their cultural legacy.
- 16. We continue to pay special attention to the particular needs of people of developing countries, countries with economies in transition, Least Developed Countries, Small Island Developing States, Landlocked Developing Countries, Highly Indebted Poor Countries, countries and territories under occupation, countries recovering from conflict and countries and regions with special needs as well as to conditions that pose severe threats to development, such as natural disasters.
- 21. Connectivity is a central enabling agent in building the Information Society. Universal, ubiquitous, equitable and affordable access to ICT infrastructure and services, constitutes one of the challenges of the Information Society and should be an objective of all stakeholders involved in building it. Connectivity also involves access to energy and postal services, which should be assured in conformity with the domestic legislation of each country.
- 28. We strive to promote universal access with equal opportunities for all to scientific knowledge and the creation and dissemination of scientific and technical information, including open access initiatives for scientific publishing.
- 46. In building the Information Society, States are strongly urged to take steps with a view to the avoidance of, and refrain from, any unilateral measure not in accordance with international law and the Charter of the United Nations that impedes the full achievement of economic and social development by the population of the affected countries, and that hinders the well-being of their population.
See also
Library resources about Digital divide |
- Achievement gap
- Civic Opportunity Gap
- Computer technology for developing areas
- Digital divide in China
- Digital divide in South Africa
- Digital divide in the United States
- Digital rights
- Digital Society Day (17 October in India)
- Global Internet usage
- Information society
- International communication
- Internet geography
- Knowledge divide
- List of countries by Internet connection speed
- National broadband plans from around the world
- One Laptop per Child
- Rural Internet
- World Summit on the Information Society
- Groups devoted to digital divide issues
- Center for Digital Inclusion
- Close the Gap International VZW
- Digital Textbook a South Korean Project that intends to distribute tablet notebooks to elementary school students.
- Inveneo
- TechChange
- United Nations Information and Communication Technologies Task Force
References
- 1 2 U.S. Department of Commerce, National Telecommunications and Information Administration (NTIA). (1995). Falling through the net: A survey of the have nots in rural and urban America.. Retrieved from http://www.ntia.doc.gov/ntiahome/fallingthru.html.
- ↑ Norris, P. (2001). Digital Divide: Civic Engagement, Information Poverty and the Internet Worldwide. Cambridge University Press.
- ↑ Chinn, Menzie D. and Robert W. Fairlie. (2004). The Determinants of the Global Digital Divide: A Cross-Country Analysis of Computer and Internet Penetration. Economic Growth Center. Retrieved from http://www.econ.yale.edu/growth_pdf/cdp881.pdf.
- 1 2 "Percentage of Individuals using the Internet 2000-2012", International Telecommunications Union (Geneva), June 2013, retrieved 22 June 2013
- 1 2 3 4 5 6 7 "Technological information inequality as an incessantly moving target: The redistribution of information and communication capacities between 1986 and 2010", Martin Hilbert (2013), Journal of the American Society for Information Science and Technology; free access to the article through this link: martinhilbert.net/TechInfoInequality.pdf
- ↑ Zickuher, Kathryn. 2011. Generations and their gadgets. Pew Internet & American Life Project.
- ↑ Compaine, B.M. (2001). The digital divide: Facing a crisis or creating a myth? Cambridge, MA: MIT Press
- ↑ Dutton, W.H.; Gillett, S.E.; McKnight, L.W.; Peltu, M. (2004). "Bridging broadband internet divides". Journal of Information Technology 19 (1): 28–38. doi:10.1057/palgrave.jit.2000007.
- ↑ Kathryn zickuhr. Who’s not online and why? Pew Research Center, 2013.
- ↑ Eszter Hargittai. The Digital Divide and What to Do About It. New Economy Handbook, p. 824, 2003.
- ↑ Susan Crawford's remarks at the 2013 National Conference for Media Reform https://www.youtube.com/watch?v=MD9Ss3SI2v8
- ↑ SciDevNet (2014) How mobile phones increased the digital divide; http://www.scidev.net/global/data/scidev-net-at-large/how-mobile-phones-increased-the-digital-divide.html
- ↑ Abdalhakim, Hawaf., (2009). An innovated objective digital divide measure, Journal of Communication and Computer, Volume 6, No.12 (Serial No.61), USA.
- ↑ Paschalidou, Georgia, (2011),Digital divide and disparities in the use of new technologies, https://dspace.lib.uom.gr/bitstream/2159/14899/6/PaschalidouGeorgiaMsc2011.pdf
- ↑ Figures 11 and 12 in "Mapping the dimensions and characteristics of the world’s technological communication capacity during the period of digitization (1986–2007/2010)". Hilbert, Martin. Working paper INF/15-E, International Telecommunications Union. 2 December 2011.
- ↑ "Information Societies or "ICT equipment societies"? Measuring the digital information processing capacity of a society in bits and bytes", Hilbert, M., López, P., & Vasquez, C. (2010), The Information Society, 26(3)
- 1 2 "Mapping the dimensions and characteristics of the world’s technological communication capacity during the period of digitization", Martin Hilbert (2011), Presented at the 9th World Telecommunication/ICT Indicators Meeting, Mauritius: International Telecommunication Union (ITU); free access to the article can be found here: http://www.itu.int/ITU-D/ict/wtim11/documents/inf/015INF-E.pdf
- ↑ "Chapter 5: Measuring communication capacity in bits and bytes", in Measuring the report Information Society 2012; ITU (International Telecommunication Union) (2012).
- ↑ Mun-cho, K. & Jong-Kil, K. (2001). Digital divide: conceptual discussions and prospect, In W. Kim, T. Wang Ling, Y.j. Lee & S.S. Park (Eds.), The human society and the Internet: Internet related socio-economic Issues, First International Conference, Seoul, Korea: Proceedings, Springer, New York, NY.
- ↑ Aqili, S., & Moghaddam, A. (2008). "Bridging the digital divide: The role of librarians and information professionals in the third millennium". Electronic Library, 26(2), 226-237. doi:10.1108/02640470810864118. ISSN 0264-0473.
- ↑ Livingston, Gretchen. 2010. Latinos and Digital Technology, 2010. Pew Hispanic Center
- ↑ Ramalingam A, Kar SS (2014). "Is there a digital divide among school students? an exploratory study from Puducherry.". J Educ Health Promot 3: 30. doi:10.4103/2277-9531.131894. PMC 4089106. PMID 25013823.
- ↑ Ryan Kim (25 October 2011). "‘App gap’ emerges highlighting savvy mobile children". GigaOM.
- 1 2 3 Mossberger, Karen; Tolbert, Carolina J.; Gilbert, Michele (2006). "Race, Place, and Information Technology (IT)". Urban Affairs Review 41: 583–620. doi:10.1177/1078087405283511.
- ↑ Lawton, Tait. "15 Years of Chinese Internet Usage in 13 Pretty Graphs". NanjingMarketingGroup.com. CNNIC.
- ↑ Wang, Wensheng. Impact of ICTs on Farm Households in China, ZEF of University Bonn, 2001
- ↑ Statistical Survey Report on the Internet Development in China. China Internet Network Information Center. January 2007. From http://www.apira.org/data/upload/pdf/Asia-Pacific/CNNIC/19threport-en.pdf.
- 1 2 3 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. doi:10.1353/sof.2006.0015.
- 1 2 3 Wilson, III. E.J. (2004). The Information Revolution and Developing Countries. Cambridge, MA: The MIT Press.
- 1 2 Carr, Deborah (2007). "The Global Digital Divide". Contexts 6 (3): 58–58. doi:10.1525/ctx.2007.6.3.58.
- ↑ Wilson, Kenneth, Jennifer Wallin, and Christa Reiser. "Social Science Computer Review." Social Science Computer Review. 2003; 21(2): 133-143 html PDF
- 1 2 3 4 5 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.
- 1 2 Hilbert, Martin (November–December 2011). "Digital gender divide or technologically empowered women in developing countries? A typical case of lies, damned lies, and statistics". Women's Studies International Forum (Elsevier) 34 (6): 479–489. doi:10.1016/j.wsif.2011.07.001. Pdf.
- ↑ Rubin, R.E. (2010). Foundations of library and information science. 178-179. New York: Neal-Schuman Publishers.
- 1 2 3 Hilbert, Martin (2011). "The end justifies the definition: The manifold outlooks on the digital divide and their practical usefulness for policy-making" (PDF). Telecommunications Policy 35 (8): 715–736. doi:10.1016/j.telpol.2011.06.012.
- ↑ Galperin, H. (2010). Goodbye digital divide, Hello digital confusion? A critical embrace of the emerging ICT4D consensus. Information Technologies and International Development, 6 Special Edition, 53–55
- ↑ National Telecommunications & Information Administration, U.S.Department of Commerce. (1995). Falling through the net: A survey of the‘have nots’ in rural and urban America. Washington, D.C. Retrieved fromhttp://www.ntia.doc.gov/ntiahome/fallingthru.html
- ↑ National Telecommunications & Information Administration, U.S.Department of Commerce. (1998). Falling through the net II: New data on the digital divide. Washington, D.C. Retrieved from http://www.ntia.doc.gov/report/1998/falling-through-net-ii-new-data-digital-divide
- 1 2 3 National Telecommunications & Information Administration, U.S.Department of Commerce. (1999). Falling through the net: Defining the digital divide. Washington, D.C. Retrieved from http://www.ntia.doc.gov/report/1999/falling-through-net-defining-digital-divide
- ↑ National Telecommunications & Information Administration, U.S.Department of Commerce. (1995). Falling through the net: A survey of the‘have nots’ in rural and urban America. Washington, D.C. Retrieved from http://www.ntia.doc.gov/ntiahome/fallingthru.html
- ↑ Karen Mossberger (2003). Virtual Inequality: Beyond the Digital Divide. Georgetown University Press
- ↑ United Nations Educational UNDay
- ↑ "UN Information and Communication Technologies (ITC) Task Force Launched Today at Headquarters", Press Release, United Nations (New York), 20 November 2001
- ↑ Acevedo, Manuel. 2005. Volunteering in the information society, Research paper.
- ↑ Greyling, E.; Zulu, S. (2010). "Content development in an indigenous digital library: A case study in community participation". IFLA Journal 36 (1): 30–9. doi:10.1177/0340035209359570.
- 1 2 One Laptop Per Child. (2009).
- ↑ Blau, A (2002). "Access isn't enough: Merely connecting people and computers won't close the digital divide". American Libraries 33 (6): 50–52.
- ↑ Pingo, Z. B. (2015). Transition from Camel Libraries to Digital Technologies in Kenya Public Libraries. Public Library Quarterly, 34(1), 63-84.
- ↑ Gurstein, Michael. "Effective use: A community informatics strategy beyond the digital divide". Retrieved 12 June 2012.
- ↑ Gurstein, Michael. "Open data: Empowering the empowered or effective data use for everyone?". Retrieved 12 June 2012.
- 1 2 Graham, M. (July 2011). "Time machines and virtual portals: The spatialities of the digital divide". Progress in Development Studies 11 (3): 211–227. doi:10.1177/146499341001100303.
- ↑ Sciadas, George. (2003). Monitoring the Digital Divide…and Beyond. Orbicom.
- 1 2 Reilley, Collen A. Teaching Wikipedia as a Mirrored Technology. First Monday, Vol. 16, No. 1-3, January 2011
- ↑ Graham, Mark (2014). "The Knowledge Based Economy and Digital Divisions of Labour". Pages 189-195 in Companion to Development Studies, 3rd edition, V. Desai, and R. Potter (eds). Routledge, Taylor & Francis Group. ISBN 978-1-44-416724-5 (paperback). ISBN 978-0-415-82665-5 (hardcover).
- ↑ Correa, Teresa. (2008) Literature Review: Understanding the "second-level digital divide" papers by Teresa Correa. Unpublished manuscript, School of Journalism, College of Communication, University of Texas at Austin. .
- 1 2 Schradie, Jen (2011). "The Digital Production Gap: The Digital Divide and Web 2.0 Collide" (PDF). Poetics 39 (2): 145–168. doi:10.1016/j.poetic.2011.02.003.
- 1 2 Reinhart, J.; Thomas, E.; Toriskie, J. (2011). "K-12 Teachers: Technology Use and the Second Level Digital Divide". Journal of Instructional Psychology 38 (3/4): 181.
- ↑ "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 25 May 2015.
- ↑ "Internet users per 100 inhabitants 1997 to 2007", ICT Data and Statistics (IDS), International Telecommunication Union (ITU). Retrieved 25 May 2015.
- 1 2 "Total Midyear Population for the World: 1950-2050", International Programs Center for Demographic and Economic Studies, U.S. Census Bureau. Retrieved 24 May 2014.
- 1 2 3 4 ICT Facts and Figures 2005, 2010, 2014, Telecommunication Development Bureau, International Telecommunication Union (ITU). Retrieved 24 May 2015.
- ↑ "Fixed (wired)-broadband subscriptions per 100 inhabitants 2012", Dynamic Report, ITU ITC EYE, International Telecommunication Union. Retrieved on 29 June 2013.
- ↑ "Active mobile-broadband subscriptions per 100 inhabitants 2012", Dynamic Report, ITU ITC EYE, International Telecommunication Union. Retrieved on 29 June 2013.
- ↑ 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.
- ↑ Krueger 1993; Attewell and Battle 1999.
- ↑ Section 508 (1998). United States Government.
- ↑ Tait, R. (2006). "Iran bans fast internet to cut west's influence", The Guardian, 17 October 2006.
- ↑ This graphic illustrates the difference in fixed broadband penetration (History and Forecast) between the European Union and Sub-Saharan Africa from International Futures
- 1 2 3 4 5 6 Digital Divide - ICT Information Communications Technology - 50x15 Initiative. (2014, March 21). Retrieved April 13, 2014, from http://www.internetworldstats.com/links10.htm
- ↑ James, J (2008). "Digital Divide Complacency: Misconceptions and Dangers". The Information Society 24: 54–61. doi:10.1080/01972240701774790.
- 1 2 3 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.
- ↑ Rahman, H. (2006). Empowering Marginal Communities and Information Networking. Hershey, Pennsylvania: Idea Group Publishing.
- ↑ Fizz, Robyn; Mansur, Karla (2008-06-04), "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", IST News, MIT, April 8, 2011
- 1 2 3 4 5 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.
- 1 2 "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
- ↑ "Declaration of Principles", WSIS-03/GENEVA/DOC/4-E, World Summit on the Information Society, Geneva, 12 December 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
- Borland, J. (1998, April 13). "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, MA.
- James, J. (2004). Information Technology and Development: A new paradigm for delivering the Internet to rural areas in developing countries. New York, NY: 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, MD: 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.
Further reading
- "Falling Through the Net: Defining the Digital Divide" (PDF), NTIS, U.S. Department of Commerce, July 1999.
- DiMaggio, P. & Hargittai, E. (2001). "From the 'Digital Divide' to 'Digital Inequality': Studying Internet Use as Penetration Increases", Working Paper No. 15, Center for Arts and Cultural Policy Studies, Woodrow Wilson School, Princeton University. Retrieved May 31, 2009.
- Foulger, D. (2001). "Seven bridges over the global digital divide". IAMCR & ICA Symposium on Digital Divide, November 2001. Retrieved July 17, 2009.
- Chen, W.; Wellman, B. (2004). "The global digital divide within and between countries". IT & Society 1 (7): 39–45.
- Council of Economic Advisors (2015). Mapping the Digital Divide.
- "A Nation Online: Entering the Broadband Age", NTIS, U.S. Department of Commerce, September 2004.
- James, J (2005). "The global digital divide in the Internet: developed countries constructs and Third World realities". Journal of Information Science 31 (2): 114–23. doi:10.1177/0165551505050788.
- Rumiany, D. (2007). "Reducing the Global Digital Divide in Sub-Saharan Africa". Posted on Global Envision with permission from Development Gateway, January 8, 2007. Retrieved July 17, 2009.
- Madon, S., Reinhard, N., Roode, D., & Walsham, G. (2007). "Digital inclusion projects in developing countries: Processes of institutionalization". Proceedings of the 9th International Conference on Social Implications of Computers in Developing Countries, São Paulo, Brazil, May 2007. Retrieved July 13, 2009.
- "Telecom use at the Bottom of the Pyramid 2 (use of telecom services and ICTs in emerging Asia)", LIRNEasia, 2007.
- "Telecom use at the Bottom of the Pyramid 3 (Mobile2.0 applications, migrant workers in emerging Asia)", LIRNEasia, 2008-09.
- "São Paulo Special: Bridging Brazil's digital divide", Digital Planet, BBC World Service, 2 October 2008.
- Graham, M. (2009). "Global Placemark Intensity: The Digital Divide Within Web 2.0 Data", Floatingsheep Blog.
- Graham, M (2011). "Time Machines and Virtual Portals: The Spatialities of the Digital Divide". Progress in Development Studies 11 (3): 211–227. doi:10.1177/146499341001100303.
External links
Wikibooks has a book on the topic of: The Information Age |
Wikibooks has a book on the topic of: Information and Communication Technologies for Poverty Alleviation |
Wikibooks has a book on the topic of: Internet Governance |
- 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, an online exchange on topics related to the digital divide and digital inclusion, E-Democracy.org.
- Profiles of Innovators and Leaders Who Make a Difference (PDF). Expanding Digital Opportunity in New York City Public Schools (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 is an animated video produced by TechChange and USAID which explores issues of access related to global mobile phone usage.
- § Digital Divide Measure
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