Ghana’s flagship One Million Coders initiative should be judged by the quality of skills it produces rather than the number of course completions it records, according to Desmond Israel, founder and lead consultant at Information Security Architects Ltd, who warned that an excessive focus on enrollment statistics could undermine the country’s digital transformation ambitions.
Israel’s comments come after the government announced that more than 12,000 learners have completed courses under the One Million Coders Program, a key component of President John Dramani Mahama’s strategy to build a digitally skilled workforce.
While describing the milestone as encouraging, Israel argued that completion figures alone do not demonstrate whether participants have acquired skills that can translate into employment, entrepreneurship, or innovation.
“I am sure you have read that the 1MC program has recorded over 12,000 course completions. Well, that’s encouraging, but the celebration must be measured,” Israel said.
“It shows us a clear public appetite for digital skills, coding, AI literacy, among others. However, course completion is not the same as competence, employability, innovation capacity, or workforce transformation.”
The remarks highlight a growing debate over how governments should measure the success of large-scale digital skills programs as countries race to prepare workers for technology-driven economies.
Israel said policymakers should focus on whether graduates can build products, solve business and public-sector challenges, secure employment, attract startup funding, or demonstrate their capabilities through projects and portfolios.
“The real policy question is simple: what exactly have these learners become capable of doing?” he said.
“Without these deeper indicators, the country risks producing impressive dashboards but shallow capability.”
The government launched the One Million Coders initiative to train young Ghanaians in areas including software development, cybersecurity, artificial intelligence, and digital entrepreneurship as part of broader efforts to position the country as a regional technology hub.
Israel argued that the program should publish more detailed performance metrics, including learner assessment outcomes, job placement rates, project outputs, regional participation, gender representation, disability inclusion, and post-training economic results.
“Our most touted national digital skills program should not be judged merely by how many people passed through a platform, but by how many gained market-relevant capacity and how many were connected to real opportunities,” he said.
Beyond training outcomes, Israel raised concerns about what he described as a policy inconsistency between efforts to expand digital skills and proposals that could increase regulatory requirements for technology professionals.
He said there was a risk that young programmers and startup founders could face regulatory barriers that limit opportunities after acquiring new skills.
“Ghana cannot train young people to code with one hand and then regulate them out of the market with the other,” he said.
Israel argued that oversight should be targeted at high-risk activities such as critical infrastructure, public-sector information technology procurement, and cybersecurity services, rather than applying the same regulatory standards across the entire technology sector.
“A student developer, freelancer, startup founder, self-taught coder, and critical infrastructure operator cannot be treated as though they pose the same risk,” he said.
“The right posture is clear. Let’s train broadly, assess credibly, certify meaningfully, regulate proportionately, and license only where risk justifies it.”
For businesses and investors, the effectiveness of programs such as One Million Coders will ultimately be measured by their ability to produce a pipeline of skilled workers capable of supporting Ghana’s ambitions in software development, artificial intelligence, cybersecurity, and digital services, sectors increasingly viewed as drivers of future economic growth.
