4.1. Analysis of Survey Results
The practical study aimed to determine sustainable awareness of the young generation and comprised a diagnostic survey. Its main goal was to collect information enabling a general assessment of the competences of the studied population in the sphere of sustainable development and the related topic of sustainable safety and well-being. The diagnostic sample comprised students of administration and security and economics and management at three selected universities in Poland who met the characteristics presented in
Section 3 of this paper.
The survey results revealed that 52% of the surveyed population indicated that the key factor driving development towards a safe future is knowledge about sustainable development (
Figure 1). This factor received the highest level of indications, alongside factors such as legal regulations or social principles. This is an interesting result and provides a basis for adopting this condition as a reference basis in future in-depth studies. Detailed results of the indications in this area are included in
Table 1.
Regarding the sustainable competences of the surveyed population, the survey results revealed that 91% of students have general knowledge of the concept of sustainable development and an understanding of its practical dimension (
Figure 2). The analysis of the findings in this area indicates that students of economics and management understand this concept 6% better than students of administration and security. The level of uncertainty regarding an unambiguous identification and understanding of the concept in question was very similar, with an average value of 5%. Detailed results of indications in this area are included in
Table 2.
The fundamental objective of the presented study was to determine the perception of respondents regarding the impact of sustainable development on human safety and well-being. Regarding the impact of sustainable development activities on strengthening people’s sense of safety, the results clearly indicated that the studied population of students confirmed this correlation to a very significant extent, with an average of 81% of respondents (
Figure 3). Students of administration and security confirmed the impact of sustainable development on strengthening human safety to a greater extent (84%) than students of economics and management (78%). The lack of knowledge of students in this area is also worth observing, which amounted to an average of 16%. Detailed results are presented in
Table 3.
In terms of the findings of the impact of sustainable development on shaping human well-being (single choice), very similar results were noted to those obtained in the area of the impact of sustainable development on the sense of human security. In this respect, on average, 77% of students indicated this relationship, which can be considered a strong position on this subject (
Figure 4). The detailed distribution of indications in this respect is included in
Table 4.
The in-depth study in this area showed that, on average, 61% of the surveyed population considers activities regarding the environmental pillar of sustainable development to be a determinant in strengthening safety and shaping human well-being, particularly those in the following areas:
- -
Activities to ensure access to clean water, air and soil—94%;
- -
Activities counteracting climate change—95%;
- -
Activities to reduce emissions and waste and general environmental protection—61%;
- -
The protection of endangered species of animals and plants—37%;
- -
Activities limiting the extraction of deposits—33%.
Next, the respondents indicated their knowledge of the social (24%) and economic (15%) pillars of sustainable development (
Figure 5). These results indicate significant potential for improving knowledge about sustainable development in these fields of study at the universities studied. The detailed distribution of indications in this area is included in
Table 5.
An important aspect of the survey was the determination of social attitudes in light of the challenges in developing a safe future. Research in this area revealed that 46% of the surveyed student population understands the need for responsible behavior and tries to apply this behavior in their lives (
Figure 6). Of the remaining students, the vast majority understand the need for responsible behavior and continue to improve their attitudes in this area (51%). A detailed breakdown of indications in this area is included in
Table 6.
Detailed research in this area revealed the potential for improvement that the young generation notices in their behavior. This potential mainly concerns the environmental and economic dimensions of sustainable development:
- -
Green transport—26%;
- -
Responsible consumption—21% (mainly purchasing goods in PET packaging, purchasing clothing);
- -
Saving resources—12%;
- -
Other—3%.
The survey results indicate that the surveyed population, representing the young generation in Poland, can define the idea of sustainable development in general, and to a large extent perceive it as a positive trend, constituting a path to strengthening human safety and well-being. These are important observations, given the accentuated role of the young generation in shaping the present and influencing the future. They point to the importance of knowledge in the area of sustainable development in shaping informed attitudes, which could influence the responsible modeling of the future, providing a basis for positive verification of the assumption of hypothesis no. 3 that the sustainable social competences of the young generation in Poland are of fundamental importance in shaping sustainable security. The practical importance of this knowledge reinforces the legitimacy of improving its transmission, emphasizing the key role of green education at the tertiary level. In this respect, it is interesting to note the distribution of results among the two fields of study pursued in parallel at the same universities.
4.2. Statistical Analysis of Results
The in-depth research was focused on the analysis of survey results using statistical analysis techniques. The selection of statistical instruments was determined by the adopted hypotheses and the nature of the variables. Hence, for this research, the degree of correlation among variables was measured, and the logit function model was used with the determination of the odds ratio to estimate variables. The statistical research was supported by PQstat software (version 1.8.4.164).
For the purposes of in-depth analysis, the following parameters were determined:
- (a)
The endogenous variable (Y0), which was assumed to be knowledge about the sustainable development of the studied population, as a key determinant of development towards a safe future. The significance of this parameter was confirmed at a significant level in the survey.
This variable has a binary character (classification 0:1; 0—does not occur; 1—occurs).
- (b)
Explanatory variables (X1–X3), which were assumed to be as follows: X1—a sense of sustainable security; X2—a sense of well-being among the respondents; X3—the sustainable attitudes of the respondents.
The explanatory variables are presented in the range of 1-3, according to the parameter or variable being studied, where 1 suggests a negligible impact, 2 a significant impact, and 3 a very significant impact. All explanatory variables present the level of awareness of the studied population, creating a relationship between the level of knowledge of the young generation and knowledge of the dimensions studied.
A dichotomous and numerical approach to variables for in-depth research purposes has been effectively used in other studies [
16,
32].
Descriptive statistics of variables were established in relation to the determination of parameters—an endogenous variable (Y1) and explained variables (X1–X3) (
Table 7).
At the next stage of in-depth research, the following findings were used:
- (a)
Logit regression for the estimated parameters
β0…
βk (elements of vector
β), according to [
26]:
where
- (b)
Odds ratio (OR) in the parameter estimation process, with the results compared to determine whether the parameter
was individually increased according to the following approach [
26]:
where the following hold:
Importantly, a unit increase in the variable determines the OR at the level of the fold change , whereby the following hold:
- (a)
if , then the OR assumes an upward trend;
- (b)
if , then the OR assumes a downward trend.
Related to the dichotomous variable , the presented mechanism reveals the fold change in the odds ratio for Y = 1 in the classification area “1” for parameter , in relation to the odds ratio OR in the classification area “0” for variable .
The findings of logit regression regarding the scale of changes in the odds ratio indicate the values of OR exp(, where the average change in OR is created by a unit change in the parameter. The degree of probability of balanced awareness among the studied population, which determines the sense of security and well-being, as well as creating social attitudes, can be captured in the range of <0.1>. Taking the above into account, the probability result ≤0.5 presents a degree of balanced security or well-being or balanced competences, independent of the level of knowledge, arising from the awareness of the studied population, while the probability result >0.5 indicates the dependence of these conditions.
Grouping the results of the study findings for comparison with the results of the findings of OR > 1 provides the basis for determining and assessing random factors and for determining the threshold values estimated in the applied model.
For logit regression, the statistical data processing software PQstat was used.
The correlation of the studied variables is presented as a matrix of their correlations (
Table 8).
The results of the determination of the interdependencies of the studied variables show their homogeneity. The highest recorded correlation value was 0.5188, indicating a significant level of correlation among variables Y1-X1. For variables Y1–X2, the result of 0.4909 shows their collinearity is close to the significance level, which is set at 0.5. For variables Y1–X3, their collinearity of 0.3102 suggests their relationship does not play a significant role (findings < 0.5).
The results of the logit regression for the Y1 parameter are included in
Table 9. The findings in this area included an estimation of the values of the β vector, the error scale (b), the confidence interval (CI), the Wald statistic, and the odds ratio (OR).
The distribution of changes in the OR coefficient is shown in
Figure 7.
The in-depth statistical analysis revealed the relationship between the endogenous variable and the explanatory variables. A significant relationship was noted between the impact of knowledge about sustainable development (Y1) and the sense of sustainable security (X1). A level of interdependence close to the level of significance was noted between the impact of knowledge about sustainable development (Y1) and the sense of human well-being (Y2). The above findings support the assumption made in Hypothesis 1 that sustainable development goals affect the sense of sustainable security among the young generation in Poland, influencing their well-being. A low level of interdependence was confirmed in the relationships between the impact of sustainable knowledge (Y1) and the sustainable attitudes of the respondents (X3). However, a low level of linear correlation in this area does not exclude the existence of a non-linear relationship between these parameters, and does not provide grounds for rejecting ] hypothesis No. 2, that knowledge and understanding of sustainable development by the young generation in Poland influences their responsible social attitudes, which are necessary for development towards a safe, sustainable future. Therefore, there is no reason to dismiss the importance of the issues examined.
The recorded confidence interval for the relationship between the impact of sustainable knowledge on the sense of sustainable security and the impact on the sense of well-being indicates limited uncertainty regarding the results. The Wald statistics confirm the significance of the results in this area. The confidence interval regarding the impact of sustainable knowledge on sustainable attitudes shows a higher degree of uncertainty.
The odds ratios, at the level of 5.9596 and 3.2614, for the impact of knowledge about sustainable development on the sense of sustainable security and the sense of well-being suggest the probability of the occurrence of a given result. In the case of the relationship between the impact of sustainable knowledge on the sustainable attitudes of the respondents, the R result, at the level of 0.9261, indicates a lower chance of occurrence (OR < 1). The obtained results provide a basis for the positive verification of all the adopted hypotheses (1–3), although the chances of the result occurring are varied—there is a significant degree of probability for the Y1–X2 relation, a slightly lower degree of probability for the Y1–X2 relation, and a limited degree for the Y1–X3 relation.