Telecommunications apprenticeships
A national registered apprenticeship with 50 employers and more than 2,200 apprentices by 2021, preparing workers for safe broadband and 5G deployment.
A Solutions Beyond Access virtual book
The digital divide and the future of the workforce: what it takes for every worker to find, keep, and grow a job in a digital economy.
I draw on my grounded theory research and a global collection of digital divide projects and initiatives to explore practical ways to close the digital divide.

A companion to Beyond Access, focused on work
A job search that once started with a newspaper now starts with a search box. The application is online, the assessment is online, the interview may be on video, the training is in a learning platform, and the job itself runs on software. A worker without a reliable connection, a suitable device, or confident digital skills can be locked out of opportunity even when employers are hiring.
This mini book looks at the digital divide through the eyes of workers, employers, colleges, and workforce systems. It draws on a multi-year grounded theory study of the divide and on a master catalog of documented projects around the world. When the study sorted more than 6,500 education-related records by context, workforce development was the largest group by a wide margin, with 4,048 records, compared with 1,499 for K–12 and 1,110 for colleges. The most common way the evidence frames the divide is as a question of employability, adult learning, and economic participation.
The central message is practical. Connectivity creates the possibility of work. Skills, support, and a clear pathway turn that possibility into a paycheck, a promotion, or a new business. The chapters that follow show how to build each piece and how to tell whether it is working.
Why the divide has become a labor-market issue
Digital skills are no longer confined to technology occupations. They are the entry ticket to almost every occupation.
The research traces nearly every stage of employment through a digital step: finding openings, building a résumé, submitting an application, completing an assessment, interviewing by video, earning a credential, communicating with an employer, and doing the work itself. Benefits administration, scheduling, and pay are increasingly online as well. A gap at any step can end the journey.
This is not a new finding. More than a decade ago, a federally supported workforce initiative reported a large gap in basic digital literacy among job seekers at the very moment employers were moving hiring online and asking for digitally capable workers. The consequence the research draws is important: a skills deficit can become an employment barrier even where broadband is available.
Connectivity itself still matters to local economies. Studies cited in the research found that rural connections below 10 Mbps significantly affect retail, agriculture, and manufacturing, and that broadband expansion supports growth. During the pandemic, one analysis found that U.S. states with higher broadband adoption were able to offset a larger share of economic losses. Adoption varied widely at the time, from about 91 percent of households in Delaware to about 40 percent in Alaska.
Outside the United States, the pattern is similar. In the study's non-U.S. evidence, barriers to economic participation, workforce development, and small-business capacity appeared in 49.1 percent of records, and digital literacy, skills, navigation, and workforce readiness appeared as a solution in 44.3 percent.
Treat digital capability as a core employability skill, like reading and math, not as a specialty for technology jobs.
From getting connected to creating with AI
"Digital skills" covers a wide range, from turning on a laptop to securing a cloud network. Workforce planning goes wrong when those levels are blurred together.
Research on the "second-level" digital divide shows that gaps remain after people get online, because people differ in operational, informational, communicative, and strategic skills, and in their ability to turn technology use into real benefits. The study also distinguishes digital literacy, knowing how, from digital fluency, being able to adapt as tools change. Workers need both.
Interview participants stressed that digital skills are not a one-time achievement. Interfaces change, devices age, and new expectations arrive with AI. One practitioner observed that even five years away from a computer is enough for someone to sit down and feel lost. Another described "ongoing digital literacy training as devices, technology continue to advance and evolve" as the piece many programs forget.
For workforce systems, that means designing for return visits. Stackable, modular credentials let a worker enter at the right rung, leave with something of value, and come back as occupations change.
Effective trainers in the study began by finding out what a learner already knew and building from familiar words. That starting point matters more in workforce training than almost anywhere else, because adult learners arrive with widely different experience, and a course pitched at the wrong rung either bores or overwhelms.
Name the rung. Every training program should state which level it builds, where learners can go next, and how they can return when tools change.
Barriers accumulate, and so must solutions
The study's most consequential finding about barriers is that they accumulate. A worker rarely faces just one.
A job seeker in a rural county may have weak coverage, a shared phone, a tight budget, rusty skills, and no one nearby to ask for help, all at once. Training alone cannot overcome missing infrastructure, and a device giveaway cannot succeed if connectivity, maintenance, and support are unresolved. Outside the classroom, practical conditions often decide whether a learner finishes: transportation, childcare, time, and language access.
A smartphone may provide basic internet access, the research notes, but it is poorly suited to complex job applications, workforce training, government forms, or business tasks. One practitioner described people who stay connected only through a phone as living in a narrower digital world, not by choice but because of cost. Programs that count "people online" can miss this entirely.
Participants cautioned against assuming the divide affects only households below formal poverty thresholds. Middle-income workers with high fixed bills can also fall behind on service, devices, or the time needed for training.
In the study's expert questionnaire, digital illiteracy tied for the top-rated barrier (3.90 on a four-point scale), and digital literacy training and community-based literacy programs tied for the top-rated solutions (both 3.90). Technical support and mentorship programs followed close behind (3.80). Gamification ranked last among solutions (2.20). For workforce planners, the message is to fund durable foundations and human support before novelty.
Before enrolling a learner, ask which hurdles they face. A training seat does little for someone without a device, a connection, or a way to get to class.
Connecting skills to credentials, experience, and jobs
Basic computer instruction builds confidence. Its economic value rises sharply when it is connected to a recognizable employment pathway.
The research is consistent on this point. Training is most effective when learners earn an industry credential, complete an apprenticeship or paid internship, use the same technology employers use, or move directly into career coaching and placement. The World Bank reached a similar conclusion: digital technologies produce larger dividends when access is paired with skills, effective institutions, competition, and sound regulation.
The research identifies community colleges as especially well positioned to offer stackable pathways in networking, cybersecurity, cloud computing, data analytics, advanced manufacturing, health technology, and business applications, while building foundational skills for learners who enter at different levels. Regional partnerships can share labor-market information, curriculum, equipment, instructors, work-based learning, and placement so that no single institution carries the whole load.
Federal workforce programs are designed with this in mind. The Workforce Innovation and Opportunity Act connects job seekers with employment, education, training, and support services while helping employers find skilled workers. The Economic Development Administration's Good Jobs Challenge supports regional sector partnerships that align training with employer demand and reduce barriers through supports such as transportation, childcare, and paid work-based learning.
Libraries as a credential network. In 2026, the Georgia Public Library Service and Google began offering library cardholders statewide no-cost access to career certificates in cybersecurity, data analytics, digital marketing and e-commerce, IT support, project management, and user experience design, plus AI training, without college enrollment or commercial fees.
National scale. India's FutureSkills Prime, led by the national IT ministry and industry association NASSCOM, offers training and credentials in AI, cloud, cybersecurity, and data analytics. The government reported about 2.9 million registered candidates, 1.79 million enrolments, and more than 700,000 badge holders.
Removing cost and distance. Upskill Bahamas, launched in November 2025, funds 8,000 online course enrolments for residents aged 16 and older on every island, removing both cost and geography as barriers.
Every digital skills course should answer "and then what?" with a named credential, a work-based experience, or a hiring partner.
Closing the divide is itself a source of jobs
Every mile of fiber, every tower, and every help desk needs people. The divide cannot close faster than the workforce that closes it.
Large public investments in broadband construction create demand for installers, splicers, tower technicians, network operators, customer support staff, and cybersecurity specialists. The catalog documents a growing set of programs that treat this demand as an opportunity to train local residents for careers that stay in the community.
Registered apprenticeships. The Telecommunications Industry Registered Apprenticeship Program, created in 2014 with the Wireless Infrastructure Association and the U.S. Department of Labor, reported 50 employers and more than 2,200 apprentices by February 2021, building portable career pathways for safe broadband and 5G deployment.
College curriculum. A $6 million Department of Labor grant supported a partnership linking wireless apprenticeships to curricula at five community and technical colleges in Michigan, Kentucky, Missouri, Ohio, and Wisconsin.
State planning. Kansas planned 1.5 percent of its federal BEAD broadband allocation for workforce development and readiness, covering installation, maintenance, customer support, and digital skills. Pennsylvania's PAsmart program awarded $800,000 in 2023 for broadband construction apprenticeships, and Virginia proposed a $10 million state-led broadband workforce initiative.
Training alongside construction. In Alaska, a planned broadband apprenticeship in Nenana pairs paid on-the-job infrastructure training with local network deployment, and a program at Oklahoma State University Institute of Technology combined fiber-technician certification for more than 75 trainees with hotspot lending for students.
The research gives special weight to digital navigators, the trusted helpers who guide residents through service options, devices, accounts, and skills. Proposals in the catalog call for professionalizing this often invisible workforce. Some communities are already growing it locally: a teen program in Kinston, North Carolina, trains young people aged 16 to 24 as paid community digital ambassadors, with a $500 stipend for its first cohort.
Build workforce training into every broadband investment. The same dollars can connect a community and create careers inside it.
Libraries, colleges, job centers, and navigators
Workers rarely seek out a "digital skills program." They go to a library, a college, a job center, a food bank, or an employer. The system works when every one of those doors leads to help.
In 2012, a federal partnership called Connect2Compete linked 2,800 American Job Centers with digital literacy training, discounted internet service, refurbished computers, libraries, nonprofits, and community centers. The research treats it as an early model of a bundled solution: skills, devices, connectivity, and a workforce system delivered through institutions people already used.
A rural practitioner in the study described the value of cross-system information sharing: people may never contact one group, but they do visit another, such as a food bank, a food pantry, or a social service office. When those institutions refer to one another, residents reach support without first having to find and enroll in a specialized program.
The research draws a lesson from the federal evaluation of the Broadband Technology Opportunities Program. After initial awards ended, some organizations found new grants or partners to keep community computer centers and training running, while others cut services. Where state support continued, some library-based employment and education services lasted beyond the original grant period. Sustainability, in other words, is not an administrative detail. It decides whether gains in skills and employment become permanent.
Haywood Community College in North Carolina used a $400,000 grant to combine a college-based digital navigator, community classes, and device support. In August 2026, California's utilities commission approved up to $7.26 million for ten projects: eight will deliver digital literacy training to more than 2,600 participants, and two statewide call centers aim to help more than 29,000 households connect to affordable broadband. In rural Michigan, a broadband cooperative used its network to deliver online workforce training to remote communities.
Fund the connections between institutions, not just the institutions. Shared referrals, shared data, and shared staff turn scattered programs into a system workers can navigate.
When the worker is also the employer
For entrepreneurs, farmers, and microbusinesses, the digital divide shows up as lost customers, slower payments, and markets they cannot reach.
The research notes that small businesses are disadvantaged when they cannot adopt e-commerce, cloud services, online marketing, digital payments, or other tools needed to compete. Rural businesses, in particular, depend on local infrastructure and local capability to participate in the digital economy. Digital programs can therefore include small-business coaching, online storefront development, financial and digital literacy, cybersecurity help, digital marketing, and shared technology resources. This extends the idea of digital readiness from individual employability to local economic capacity.
Infrastructure as an economic engine. Paul Bunyan Communications' $100 million GigaZone fiber project in Minnesota was built to support entrepreneurship, education, and telehealth alongside home connectivity.
Freelancing and online income. In Haripur District, Pakistan, a youth program running for nearly three years combines digital skills with freelancing instruction and entrepreneurship support.
Local digital hubs. In July 2026, Kenya's 117th Jitume Digital Hub opened at an agricultural training center in Baringo County with 30 computers and 20 more committed, building on digital marketing training for young people.
Across the 1,261 workforce-linked records in the catalog, 222 reference entrepreneurship, small business, or e-commerce, and small businesses are named as a target population in 262 records. Small business is one of the most common ways the world is framing the workforce side of the divide.
Include small-business owners in digital workforce planning. A connected, capable entrepreneur creates jobs for others.
A new gap is opening even where broadband is available
The research warns that the next divide will separate not only the connected from the unconnected, but people who can use AI critically and safely from people who cannot.
The baseline of digital capability needed to take part in work is rising. Technology companies now organize their workforce initiatives around software, AI, programming, connected devices, and data skills. Employers expect workers to use AI-supported tools, evaluate automated output, work with data, and protect sensitive information. If these capabilities concentrate among workers who already have the most access, AI will widen existing gaps rather than narrow them.
In August 2025, the U.S. Department of Labor encouraged state and local workforce systems to use Workforce Innovation and Opportunity Act funding to help youth, adults, and dislocated workers build AI skills, including AI literacy and job-specific applications. In February 2026, the Department issued an Artificial Intelligence Literacy Framework for workforce and education systems, with five foundational content areas and seven delivery principles, designed to support flexible AI literacy programming across industries and occupations.
Free training does not automatically reach the workers who need it most. Massachusetts launched a statewide partnership with Google in February 2026 offering residents no-cost AI and career certificates. By August 2026 it had more than 38,300 enrollments, but participation skewed toward older and more highly educated residents. The state said it would review enrollment data and adjust outreach. For planners, the lesson is that open access is a starting point; reaching every worker takes targeted outreach through the trusted institutions described in Chapter 6.
The United Kingdom announced a £187 million TechFirst program in June 2025 to build AI, cybersecurity, and computer science skills for students and workers. In South Africa, Telkom committed about R100 million (roughly US$6.1 million) to an AI Institute aimed at the gap between people who are connected and people with the skills to use AI productively. Practitioners in the study who ran hands-on sessions, such as learning to write a good prompt, reported that apprehension about AI often turned into genuine enthusiasm once learners tried it.
Add AI literacy to every workforce program now, and measure who is enrolling and completing so the new skill does not become a new gap.
Applying the study's model to workforce programs
The study's conceptual model asks planners to diagnose before they prescribe. For workforce programs, that means understanding workers and employers before choosing a course, a platform, or a device.
The model begins with the problem and the people affected, maps stakeholders and their power, examines local conditions, and establishes a baseline. Proposed options then pass through a decision gate. Does the option address the barrier these workers actually face? Does the technology fit the setting? Can it realistically be delivered? Is it aligned with employer demand and sustainable after the first grant? Does it protect privacy and safety? Only then does implementation begin, followed by measurement and feedback.
Which rung of the skills ladder do learners need, and which do employers require? Do learners have a suitable device and connection at home? What practical supports, such as childcare, transport, or language access, will decide completion? Which employers will validate the credential and interview graduates? Who will fund the program when the initial grant ends?
Interview participants repeatedly said the field lacks a good model for collecting outcome information, even as funders increasingly ask for it. One asked simply whether programs are "actually having impact." The research recommends measures that shift evaluation "from what a program delivered to what participants were able to accomplish because of it," and checking that results hold across places and groups of workers so that averages do not hide those left behind.
Evaluation should also loop back. If completions are high but placements are low, the problem may be employer alignment. If enrollment is low among the workers a program was built for, the problem may be outreach, devices, schedule, or trust.
Agree on outcome measures with employers and funders before launch, and collect them long enough to see wages and advancement, not just completions.
What 1,261 workforce-linked projects reveal
The master catalog records 1,261 digital divide projects with a direct workforce connection, spanning some 190 countries, territories, and regional groupings.
The United States accounts for the most records (300), followed by India and Nigeria (55 each), South Africa (29), the United Kingdom (26), and the Philippines (22). Many of these efforts overlap with other sectors: 535 also involve infrastructure, 315 connect to K–12 education, and 191 to colleges and universities.
Two patterns stand out. First, apprenticeships, internships, and formal credentials are mentioned far less often than devices and basic training, which suggests that many efforts stop before the step that most directly leads to a job. Second, AI skills are already mentioned about as often as foundational literacy, a sign of how fast the definition of workforce readiness is moving.
By target population, the most frequently named groups are students (278 records), small businesses (262), youth (211), current workers (202), rural residents (142), job seekers (86), and older adults (65).
A national registered apprenticeship with 50 employers and more than 2,200 apprentices by 2021, preparing workers for safe broadband and 5G deployment.
No-cost certificates in cybersecurity, data analytics, IT support, and more, plus AI training, offered through the statewide public library network.
A public–industry platform for AI, cloud, cybersecurity, and data credentials, with about 2.9 million registered candidates and 700,000+ badge holders.
A £187 million national program building AI, cybersecurity, and computer science skills for students and workers.
A digital hub at an agricultural training center with 30 computers and 20 more committed, linking access to skills and income opportunities.
Up to $7.26 million for ten projects training 2,600+ people and helping 29,000+ households connect to affordable service.
The world is investing heavily in devices and basic skills. The biggest opportunity now is the last mile to employment: credentials, work-based learning, and employer partnerships.
Practical commitments drawn from the research
No single organization controls all the resources needed to close the workforce side of the divide. The research repeatedly finds that progress depends on each partner doing its part and coordinating with the others.
The research concludes that closing the digital divide means moving people from connection to adoption, from adoption to capability, from capability to opportunity, and from opportunity to lasting results. In the workforce, that final step has a concrete meaning: a job, a raise, a promotion, or a business that grows. Every program should be able to show how it moves workers toward it.