The researchers analyzed data from 34 Indonesian provinces between 2015 and 2023, drawing on official statistics from the Indonesian Central Bureau of Statistics and the Ministry of Finance. Their findings matter because ICT competence—people’s ability to use digital tools, the internet, and computer-based technologies—has become a key driver of productivity, inclusion, and national competitiveness.
Why ICT Competence Matters for Indonesia
Indonesia has seen rapid growth in internet use and digital services over the past decade. By 2024, more than 80 percent of Indonesians were reported to have basic ICT skills, driven largely by younger generations and mobile internet access. Digital technologies now underpin manufacturing, logistics, education, public services, and the fast-growing digital economy.
Yet large gaps remain. Urban areas and western regions of Indonesia generally enjoy better digital infrastructure and skills than rural and eastern provinces. These disparities raise questions about whether public education spending is effectively closing the digital divide or simply increasing budgets without clear results.
This is where the study by Dwipatna, Darwin, and Ngoyo provides timely evidence. Instead of looking only at access to technology, the research focuses on ICT competence, a broader measure of how well citizens can actually use digital tools in meaningful ways.
How the Research Was Conducted
The study examined provincial-level data from 2015 to 2023, covering government education expenditures, internet access, school participation rates, poverty levels, and ICT competence among citizens.
To analyze changes over time, the researchers used a dynamic panel data approach, allowing them to see both short-term and long-term effects. In simple terms, this method tracks how past conditions—such as previous ICT skill levels—shape future outcomes, while controlling for differences across provinces.
This approach helps explain why some policies take years to show results and avoids misleading conclusions based only on short-term data.
Key Findings at a Glance
The results reveal a nuanced relationship between education spending and digital skills:
1. Education spending reduces ICT competence in the short term.
In the early stages, increased education budgets are linked to a temporary decline in measured ICT competence. The authors suggest this reflects implementation delays, inefficient allocation, or the time required for infrastructure and training programs to take effect.
2. Education spending significantly improves ICT competence in the long term.
Over time, sustained investment in education leads to clear and positive gains in digital skills. The cumulative effect of better infrastructure, teacher training, and curriculum integration becomes visible after several years.
3. Internet access consistently boosts ICT competence.
Provinces with higher household internet access show stronger ICT competence in both the short and long term. Digital connectivity remains the most reliable driver of skill development.
4. Education levels help in the short term, but fade over time.
Formal education raises ICT competence initially, but its long-term impact weakens unless supported by continuous learning and access to digital tools.
5. Poverty is not a decisive factor.
Surprisingly, poverty does not show a significant effect on ICT competence. Affordable smartphones, low-cost data packages, and widespread social media use have reduced income barriers to basic digital skills.
What the Findings Mean in Practice
The study challenges a common assumption: that more education spending automatically leads to immediate improvements in digital skills. According to the authors, the benefits of education budgets are delayed but durable.
“Government education expenditure shows its strongest contribution to ICT competence when investments are sustained and aligned with digital infrastructure and teacher capacity building,” the researchers explain, based on their analysis at the University of Makassar.
This insight is crucial for policymakers. Short-term evaluations may underestimate the value of education spending, leading to premature policy changes or budget cuts. Instead, the findings support a long-term perspective on digital education reform.
Real-World Impact and Policy Implications
The research offers several lessons for Indonesia’s digital future:
1. Commit to long-term education investment.
Digital skills develop cumulatively. Governments should maintain consistent funding rather than expecting instant results.
2. Prioritize internet access nationwide.
Expanding affordable, high-quality internet—especially in rural and eastern regions—remains the fastest way to raise ICT competence.
3. Strengthen teacher training and digital curricula.
Infrastructure alone is not enough. Educators must be equipped to integrate technology into learning effectively.
4. Support lifelong learning.
Formal education provides a foundation, but ongoing training and informal learning are essential to keep skills relevant.
5. Use evidence-based evaluation.
Monitoring frameworks should focus on long-term outcomes, not just annual spending figures. For businesses, stronger ICT competence means a more adaptable workforce. For educators, it highlights the importance of digital pedagogy. For policymakers, it reinforces the need for patience and consistency in education reform.
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