Which digital and technological skills gaps are most critical among non-technical populations?
The shortfall in digital capabilities among non-technical groups extends far beyond basic computer use; it increasingly concerns the capacity to operate effectively in a landscape shaped by algorithms and data. A central challenge is data literacy—the ability to understand, interpret, and apply data in decision-making. Many non-technical professionals have difficulty distinguishing correlation from causation or spotting flaws in visual representations of data, which constrains their ability to make informed, evidence-based choices. Research by Gartner suggests that by 2026, data literacy will be indispensable for most office-based roles, forming a core component of contemporary management practice.
Another critical weakness lies in digital hygiene and cybersecurity awareness. Non-technical users often represent the most vulnerable point in organisational security, lacking familiarity with social engineering tactics or the importance of measures such as multi-factor authentication (MFA). Analyses published by ENISA (the European Union Agency for Cybersecurity) identify human error and insufficient understanding of secure data management—including misinterpretation of GDPR obligations—as leading causes of data breaches within institutions.
As artificial intelligence continues to advance, readiness to work effectively with AI systems has become increasingly important. Many non-technical individuals struggle to craft clear and precise prompts and to critically assess AI-generated outputs, making them susceptible to inaccuracies produced by large language models. The OECD Skills Outlook underscores that the ability to collaborate productively with AI—without necessarily possessing programming skills—is essential to reducing the risk of structural unemployment amid ongoing digital transformation.
Finally, digital problem-solving skills and adaptability to new technologies remain significant gaps. Software is often approached as a fixed tool, resulting in decreased efficiency when interfaces change or new platforms are introduced. The EU’s DigComp framework highlights that the ability to independently navigate unfamiliar digital environments and resolve minor technical issues without IT assistance is among the most slowly developing competencies in non-specialist populations.
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From Aragón's perspective, the most critical digital skills gaps among non-technical populations are deeply intertwined with the region's structural reality: extreme territorial dispersion, rural depopulation, and a persistent urban-rural divide.
Aragón has over 700 municipalities, more than 600 of which have fewer than 1000 inhabitants. In this context, Aragón stands out as one of the few Spanish regions with a defined strategy for digital inclusion and broader stakeholder involvement in designing digital public services, yet gaps remain significant.
The most pressing deficit is foundational digital autonomy. Internet has ceased to be an optional resource and has become a basic infrastructure for daily life, employment, and social participation in rural communities, yet access to digital skills is far from homogeneous.
A second critical gap concerns the ability to engage with public digital services. Spanish regions, including Aragón, stress the need to provide digital skills training and equipment access to vulnerable populations, reflecting the particular challenges posed by rural depopulation. In practice, this means that residents in smaller municipalities often struggle to access e-administration, digital health platforms, or online banking, due to low confidence and limited support structures.
Finally, community networks play a key role in accompanying learning processes and reducing the digital divide. This points to a systemic gap: the absence of embedded, trusted local intermediaries who can translate digital tools into meaningful, relevant use cases for non-technical populations.
