According to the 2022 SDG Report, Serbia still faces challenges in altering educational trends, yet it stands out as one of the top-performing countries in the region, alongside Croatia. Croatia achieved a higher overall score of 78.8, ranking 23rd, while Bulgaria is positioned 42nd, followed by North Macedonia at 57th place [
65]. Because many of the aims are not on a national level, these findings suggest that regional solutions may be required. SDG4 is one of the highest-ranking goals for Serbia, with a tangible possibility of achievement by 2030. However, the lack of data for half of the targets within this goal points to gaps that this study aims to address. As Fontdevila [
18] highlighted, global databases often lack the granularity necessary for domestic education planning.
4.1. Educational Attainment and ICT Skill Development
A significant observation is that approximately half of the population is computer literate, which is a critical prerequisite for the acquisition of new skills, accessing information, and engaging in online learning, which is increasingly available to the public. This literacy also facilitates retraining for emerging professions. As a result, education and training programs must align with market demands for new or enhanced skills [
66]. The current share of computer-literate people is 12% higher than in the 2011 census. Skill development is recognized as essential for sustainable development, with lifelong learning widely accepted as necessary for adapting to new market demands and professions for which individuals were previously untrained.
Global initiatives by policymakers aimed at expanding broadband Internet access can help mitigate disparities in employment opportunities that arise from technological advancements altering job requirements [
67]. Consequently, it is essential to provide Internet access to socially disadvantaged individuals and those residing in remote regions [
68]. Vigdor et al. [
69] have a different opinion, considering that the digital divide may inadvertently benefit disadvantaged groups, as existing evidence suggests that improving access to technology could exacerbate the existing achievement gap in math and reading between affluent and low-income individuals. On the other hand, proficiency in technological skills is highly valued and rewarded in today’s job market. Although ICT skills are vital, some experts [
20] argue that other relevant abilities remain untested. To effectively navigate the growing digitization and automation, individuals must possess not only digital skills but also social and non-cognitive abilities and foundational competencies [
70]. These include the capacity for lifelong learning, problem-solving, critical thinking and creativity [
71]. An analysis of educational attainment reveals that while most levels show slight and steady increases, the completion rate for Doctoral or equivalent education exhibits a consistent decline.
4.2. Analysis of SDG 4.4 and Serbia’s Progress Towards Educational Objectives
Table 1 and
Table 2 present a range of indicators for target 4.4 for the period 2014–2021 and 2011–2022. Despite some data gaps, the majority of parameters show consistent improvement. Notably, in 2021, the percentage of youth and adults of both sexes with basic mathematical skills was the lowest in the monitored period, as was the percentage of those who have developed a computer program using a specialized programming language. This parameter reflects both specific computer tasks and the level of completed education.
Using the UNESCO database, this study shows that Serbia is making progress toward achieving objective 4.4. Another way to see where Serbia stands in relation to the studied indicators is to compare it to other countries. A comparative analysis with other countries in the region, including Albania, Bosnia and Herzegovina, Bulgaria, Croatia, Hungary, Montenegro, North Macedonia, and Romania, as well as developed European countries such as Austria, Germany, Iceland, and Norway, provides further insight.
Looking at the ten indicators 4.4.1, it could be concluded that Croatia and Montenegro outperform Serbia in the region. In 2019, 58% of youth and adults in Serbia reported having copied or moved a file or folder, similar to the percentages in Croatia. However, the share of 45% and lower was in Bosnia and Herzegovina, Bulgaria, and North Macedonia, and significantly lower in Albania (16%). In developed countries, this percentage ranged from 64 to 71%, and Montenegro and Romania had the same shares. Although data on the percentage of young people who connected and installed new devices are only available for Serbia in 2014 (30%), this figure was lower in other regional countries, except for Croatia (33%), Montenegro (38%), and Hungary (43%). Developed countries showed much higher percentages, ranging from 49 to 68%.
Table A1 provides quantitative measurements for the six indications 4.4.1. If we look at absolute statistics, the population’s knowledge of how to copy electronic files has improved the most, rising to 27% in just six years. The worst outcome is the percentage of people who utilize formulas in documents, which has somewhat declined from 2015 to 2021. Results from other measurements are similar. When the numerator and denominator are standardized, it becomes clear that during the recorded time, the values of the first three indicators climbed steadily, the fourth indicator declined, and the fifth indicator fluctuated.
The remaining indicators similarly position Serbia among the leading regional countries, through outcomes in developed nations, is markedly superior and should be emulated. Two exceptions where Serbia had low results are the percentages of young people who have written a computer program using a specialized programming language and those who verified the reliability of information found online. The former decreased from 5.5% in 2016 to 1.7% in 2021, with Bulgaria and Bosnia and Herzegovina showing similar percentages. Other explored countries had better results, and the best were Austria (10%), Iceland (10%), and Norway (12%). The latter showed 11% in Serbia, close to Albania’s 8% and Romania’s 12%, but significantly lower than in Germany (20%), Croatia (22%), Norway (37%) and Iceland (39%). There are no data for Bosnia and Herzegovina, Hungary, Montenegro, North Macedonia, and Austria.
For educational attainment (4.4.3), Serbia performs well in primary and secondary education completion rates, with notable trends showing in higher education levels. There are no data available for Croatia and Bulgaria. While a high percentage of children complete primary education across all studied countries, Bosnia and Herzegovina (91%) and North Macedonia (94%) have slightly lower rates. Upper secondary education completion rates were 74% in Serbia, with only Hungary surpassing this in the region (80%). The lowest percentage was in Albania (46%), and in the developed countries, it varies from 74% (Iceland) to 84% (Germany). However, doctoral education rates have declined, and Serbia trails behind developed countries in the attainment of bachelor’s, master’s, and doctoral degrees. In 2019, 16% of individuals completed a bachelor’s or equivalent education or higher, comparable to Albania (16%) and Austria (15%). Bosnia and Herzegovina (11%) and Romania (13%) had a smaller share, but most other countries had higher ones. Iceland leads with 36% in this category. Master’s or equivalent education completion rates in Serbia, Bosnia and Herzegovina, and North Macedonia were around 2%, while other countries ranged from 9% (Romania) to 16% (Iceland). The completion rate for Doctoral or equivalent education in Serbia has declined over the years, reaching 0.26% in 2021, with higher percentages observed in Hungary (0.7%) and developed countries (1–1.5%). Research [
19,
20,
21,
22] has shown how the achievement of this target positively influences the realization of other goals and targets. Therefore, strategic efforts should be made to improve these results. For the years 2015–2019, changes were quantified for nine indicators. 4.4.3 for Serbia is in the Appendix
Table A1. The absolute changes are not large. They are slightly higher for the share of the population that has completed higher and lower secondary education and amount to about 3%. For every indicator, the relative change is roughly 1%. With the exception of the percentage of the population with a doctorate, which shows stagnation, all indicators show a rise in value with time.
4.3. Challenges in Measuring and Achieving Target 4.7: Education for Sustainable Development
The analysis of educational development levels aligns with Target 4.7, which focuses on education reforms and the integration of sustainable development education at all levels. However, data challenges persist, particularly in measuring informal education’s impact and improving formal education. It could be concluded that the abilities indicated in this target extend beyond employment to include technical, non-technical, and other basic skills required for life and work. Experts [
51] evaluation of how global citizenship education and education for sustainable development are integrated into national education policies, school curricula, teacher training, and student evaluations indicate similar objectives for SDG indicators 4.7.1 and 12.8.1. On the other side, the study reveals that students generally have a low perception of their ability to contribute to the SDGs through their professions, highlighting the need for increased awareness and education on how their future work can impact global sustainability [
72].
Despite being halfway to the 2030 deadline, Serbia has yet to produce measurable data for any of the 4.7 indicators, raising concerns about the adequacy of previous measurements and the absence of recent initiatives. Non-governmental organizations, such as JAZAS, could contribute data through their annual campaigns on topics like sexual and HIV education. Additionally, subjects like global citizenship, sustainability, geoscience, and environmental science are taught in some high schools; further research is needed to establish a database for evaluating 4.7 targets. Mochizuki [
25] explored Target 4.7 across 22 Asian countries, identifying the common themes in curricula and education policies: the nation as a central reference for identity, analytical thinking, culture and heritage, issue resolution, personnel growth, innovative thinking, compassion, and cooperation. The paper suggests that administrative self-disclosure and monitoring for the inclusion or omission of key phrases in official documents—two primary monitoring methods—have notable limitations. Achieving sustainable development through education requires addressing interconnected issues related to promoting freedom, sustainability, and global citizenship, and these findings should be universal application.
4.4. Target 4a, 4b and 4c: Access to Resources, Scholarships and Teacher Training
The analysis of target 4a is based on three indicators: how many children have access to a computer, how many have access to the Internet, and how many are victims of peer violence. To assess Serbia’s progress, comparisons were made with seven neighboring countries (Albania, Bosnia and Herzegovina, Bulgaria, Croatia, Hungary, Montenegro, and North Macedonia) and three developed European countries (Austria, Germany, and Norway). By 2021, computer access in Serbian primary schools increased to 42%, matching Croatia’s percentage, although Bosnia and Herzegovina’s percentage remained lower (although the most recent data are from 2019 when it was 28%, and Serbia also had the same rate that year). Other regional countries show higher percentages, while access is nearly universal in secondary schools (100%), with Hungary (97%) and Albania (74%) being an exception.
Internet access follows a similar trend, with Bosnia and Herzegovina (94%), North Macedonia (88%), and Albania (74%) lagging slightly behind. These data, corresponding to indicator 4.a.1, are generally satisfactory and show consistent growth over time. The data provided for 4.a.2, which pertains to the percentage of learners in primary and secondary schools who have experienced violence in the past year, are both unexpected and concerning. The percentage of students experiencing violence in Serbia decreased slightly but remained concerning at 55%; in Croatia, the increase was 11%, while in Norway, it was 8%. Only Montenegro (44%) and Albania (43%) report rates below 50% of learners who have experienced violence in primary school, whereas in Bosnia and Herzegovina, as in Serbia, every second primary school pupil experienced some kind of violence. These percentages are even higher in other nations, which is especially remarkable in developed (77%), with well-organized social systems and strong SDG4 rankings. Bulgaria and Hungary have the highest rates (80%), followed by Croatia (71%) and North Macedonia (59%). In secondary schools, the situation is similar, though data for Serbia exist only for 2018, making it difficult to analyze trends over time. One can only deduce that the percentages are lower in Serbia and elsewhere. Approximately 43% of secondary students in Serbia experienced violence, similar to rates in Bosnia and Herzegovina, Croatia, and Montenegro. The lowest rate was in North Macedonia (23%), based on 2014 data and the only available for this country. This demographic group comprises about half of the population in Albania and Hungary and up to 56% in Bulgaria. Developed countries do not differ in this regard, with shares ranging from 49% in Norway to 57% in Germany. These findings indicate that Serbia is likely to achieve this target in the upcoming years.
Table A1 measures indicators 4.a.1 and 4.a.2 as well. During the six years under observation, the percentage of elementary school pupils with computers rose by 15% or roughly 3% annually. The 4.a.2 indicator’s values reflect negative absolute values. The distance-to-the-frontiers technique reveals that the values vary during the observed time, although the relative values and changes per year indicate that these changes are minor.
Another significant challenge is the issue of inclusivity, particularly in ensuring that education systems are accessible to all, regardless of disability, gender, or social background. Inclusive education remains a key goal, but its successful implementation requires more than just policy; it demands real changes in how education is delivered, particularly in Serbia, where data on these issues are often scarce [
29,
30]. However, it is crucial to note that the implementation of these strategies has been met with certain challenges, particularly in the realm of inclusive education. Despite global advocacy for inclusive education systems, there is still debate about its effectiveness, particularly regarding the education of marginalized groups such as those with disabilities or people from remote areas. On the one side, Florian [
31] examined the difficulties in preparing educators to address issues of diversity and difference, advocating for a comprehensive, rights-based approach to inclusive education that may solve the challenges posed by the evolving demographics of 21st-century education. On the other side, Gilmour [
32] suggests that research has provided only limited evidence of the benefits of inclusion for students with disabilities while also pointing to the inadequate preparation of general education teachers to meet the specific behavioral and intellectual needs of these students. This issue needs to be addressed carefully to avoid exclusion and marginalization in the pursuit of sustainability [
33,
34].
Drawing conclusions for target 4b is challenging due to limited data on the distribution of official development aid flows specifically for scholarships across sectors and study types. The data have changed over time and are only available for nine European countries, five of which are in Serbia’s neighboring region. In 2021, Serbia and Albania received approximately 9 million USD, North Macedonia and Bosnia and Herzegovina received around 3 million USD, and Montenegro received approximately 2 million USD. However, drawing conclusions based solely on these figures is challenging. A more nuanced analysis is required comparing these scholarships in relation to population size, the number of scholarship recipients, the proportion of individuals with advanced education, and the distribution across various scientific disciplines, among other parameters. The SDGs insufficiently address higher education; the only targets that do so to some extent are 4b and 4.3. While it makes sense to prioritize ensuring equitable access to high-quality primary and secondary education for all, it is equally important to recognize that accessible, high-quality higher education—especially when it integrates knowledge of sustainable development across disciplines—is crucial for advancing these targets and for educating decision-makers who will implement these ideas.
Target 4c focused on teacher training (4.c.3), which showed that Serbia consistently maintained 100% qualified teachers, but the percentage of adequately trained teachers has declined, particularly at the secondary level. Data comparison with other countries is limited, with Albania being the only country for which data is available. In Albania, as of 2021, the percentages of adequately trained teachers were 68% for pre-primary education, 80% for primary education, and 57% for secondary education. When analyzing the pupil-qualified teacher ratio (headcount basis) for 2021, Serbia had a ratio of 11 for pre-primary education and 14 for primary education, compared to Albania’s ratios of 20 for pre-primary and 18 for primary education. For indicator 4.c.7, data was available for all the explored countries except Iceland and Romania. In Serbia, 89% of primary education teachers had undergone in-service training within the past 12 months by 2021, indicating a slight increase since 2015. Higher percentages were only in Albania (92%) and Croatia (93%). Over 80% of teachers participated in training in Austria, Montenegro and North Macedonia. In contrast, the percentages were approximately 60% in Bulgaria, Hungary, and Norway and 67% in Germany. The lowest percentage was recorded in Bosnia and Herzegovina (47%). Overall, Serbia’s performance on all three indicators of target 4.c. is satisfactory.
The table in the
Appendix A additionally measures the indicators of aim 4.c. The relative indicators further support the conclusion that the five indicators 4.c.4 show that the absolute changes throughout the 2015–2022 timeframe are negative but very low. Throughout the period under study, the value decreases steadily. There are three indicators for the 4.c.7. In actuality, it is one, but gender analysis was also done. It is observed that among primary school teachers who got in-service training, the rise is greater for male teachers (13%) than for female teachers (5%). Relative indices support this, and growth is steady over time. The lack of comprehensive national reports and data points to a need for better monitoring and evaluation mechanisms. By improving these systems, Serbia could ensure a more accurate assessment of its progress and contribute more effectively to global sustainability goals [
37]. Non-experimental studies indicate that school resources beyond a certain minimum threshold do not significantly contribute to effectiveness; instead, the quality of teachers is the key factor [
73]. The 2023 SDG Report indicates that Serbia has seen change since the previous year, but stagnation was noted in achieving the fourth goal of SD [
74].