This section provides an evaluation of the results, firstly in relation to the knowledge and attitudes of passengers toward green initiatives in aviation. These sections are presenting the findings from the point of view of groups formed based on demographical information, firstly according to gender and then age groups.
5.1. Knowledge
The knowledge of participants was evaluated based on four questions in one of the parts of the questionnaire. One question was dedicated to each aspect of green initiatives in aviation, namely, aviation green policies, initiatives at airports, modification of aircraft, and the use of alternative fuels. In each question, respondents had to mark one or multiple options, which were covering several initiatives. If they did not hear about any of the proposed initiatives, they could mark the answer I have not heard about any of the initiatives. A total of 7% of all respondents did not have knowledge about any of the initiatives and marked this option in all four questions. On the other hand, 0.4% representing two participants knew about all of the mentioned initiatives.
Figure 3 demonstrates the number of passengers who knew about the green initiatives from the questionnaire.
Regarding the first question about the green policies in aviation, the most known green policy is the Green Deal which was marked by 45% of participants. The second most known policy is the Single European Sky with 18% of respondents. All other options of green policies were recognized by a small number of respondents. The certification of green airports was marked as known by 13%. The possible introduction of a frequent flyer levy that would directly influence plane ticket prices was known to 11% of respondents. Finally, the least recognized is the initiative Fit for 55 which received 7%. The majority of respondents may know the Green Deal since it covers many areas not only aviation transport and they may have heard about it in relation to another sector. However, 39% of respondents have never heard about any of the policies, which supports the claim that the knowledge of passengers is severely limited.
The second question focused on the green initiatives that are being implemented at airports. Most of the respondents (56%) have heard about recycling of waste, 46% have heard about the initiative of airports to provide sufficient and satisfactory public transport from and to the nearest city, and 34% have heard about the use of electro mobiles at the airport, used for example, for transport from and to the terminals. The least known initiatives are the adjustment to colder temperatures in the winter and warmer in summer at the airport (18%) and the use of recycled water (17%). A quite large part (29%) of the respondents have never heard about any of the initiatives, but it is less than in the case of knowledge about green policies.
When it comes to the alternations of aircraft, the most common initiative (30%) is the modification of aircraft engines in order to be more effective. The second most common (27%) is the augmentation of passengers on each flight. The improvements achieving greater aerodynamics received 26% of responses. The initiative to carry less fuel onboard in order to reduce weight was marked by 19%. The two least recognized initiatives relate to the use of materials, 18% of passengers have heard about the use of recycled materials, and 15% about light materials. The use of light materials can help to decrease the overall weight of the aircraft and, therefore, reduce fuel consumption. The majority of the respondents (46%) have selected the option that they have never heard about any of these initiatives.
The recent attention that has been paid to the innovations of energy carriers in road transport may have contributed to a level of knowledge about hydrogen and electric energy in aviation. The purpose of all alternative energy carriers is a decrease in CO2 emissions. Considering the alternative energy carriers in aviation, the most known is hydrogen (42%), followed by electric energy with 28%, and fuel made from organic waste with 24%. A quite small number of respondents marked the option of fuel made from rapeseed (19%) and fuel from algae (7%).
According to
Figure 3, we can denote the most and the least known green initiatives. The five most known initiatives are, firstly, recycling waste at airports, the second is making the airports accessible by public transport, followed by the knowledge about the Green Deal, the planned use of hydrogen as an alternative energy carrier, and the use of electro-mobiles at airports. The five least known are the green policy Fit for 55, the second is the fuel from algae, followed by two other green policies, the frequent flyer levy and the certification of airports. The fifth least known is the use of light materials in aircraft. The category in which green initiatives are viewed as the most known is airports, here only 29% of respondents stated that they do not have knowledge about any of the initiatives. The second is the category of green policies, where 39% of respondents did not know about any of them, followed by the categories of aircraft modifications and alternative energy carriers, where this option was chosen by 44% in each category.
During the evaluation of the results, a raw score of knowledge was calculated for each participant to represent their amount of knowledge about aviation green initiatives. For each initiative that they have heard of, they received one point. The minimum of points possible for one respondent was 0 and the maximum was 21 points. Three categories of knowledge were then created: weak (0–6 points), medium (7–13 points), and strong knowledge (14–21 points). Based on the raw score of each participant, they were placed in one of the above-described knowledge categories.
Figure 4 demonstrates the knowledge of passengers about the green initiatives in aviation according to gender. It is clear that the majority of the respondents from both genders have weak knowledge; however, there are more women than men in this category.
The least represented category is the one of strong knowledge, which is represented only by 11 men and 20 women. What seems interesting is that, even though there are more women with weak knowledge, there are also more women with strong knowledge than men in both of these categories. The differences between the number of men and women in all categories motivated authors to compare the knowledge of these two genders by inferential statistics in order to determine whether there is a significant difference in the overall knowledge between genders.
Table 2 shows the results of inferential statistics in the form of an independent samples
t-test with the use of the Mann-Whitney test due to the nature of our data. It is possible to determine that the difference between the knowledge of men and women is significant if the
p-value is smaller than 0.05. This value is not achieved, which means that there is not a significant difference in overall knowledge, which is represented by the raw scores of participants. According to the descriptive statistics, the average raw score for women is 4.91 points and for men is 5.42 points. This is implying that the knowledge about green initiatives in aviation by men is similarly high as the knowledge of women.
The further evaluation process of knowledge continued with the view of knowledge based on age groups.
Figure 5 illustrates that, similarly, as was the case with gender, the majority of the respondents’ raw score falls into the category of weak knowledge. The least represented is the category of strong knowledge; from the point of view of age groups, the highest number of participants came from the age category 19–24. Overall, if we look at the knowledge of all groups, we can say that they are quite similar to each other. To verify whether the difference in the amount of knowledge between the age groups is significant, we performed an inferential statics operation through non-parametric One-way ANOVA. According to the results, there are no significant differences observed. Due to the limitations of space, these calculations are not present in this article. This means that, generally, most Slovak passengers have a weak knowledge of green initiatives, and it does not differ based on gender or age.
5.2. Attitudes
The attitudes of participants were evaluated based on two questions in one part of the questionnaire. The questions were directed at passengers’ attitudes toward sustainability in the aviation sector in general, exploring their opinion on reducing aviation’s environmental impact and their willingness to participate in green initiatives, evaluating also their willingness to pay more for their flights in order to cut carbon footprint. The content of these questions was linked to the questions in the knowledge part of the questionnaire. The statements included opinions about emissions from aviation in general, giving up part of the comfort in order to decrease emissions, sustainable materials, and sustainable energy carriers. In this part, respondents had to choose on a scale of one to five to what extent they agree with the given statements. Option 1 (I strongly disagree with the statement) and option 2 (I disagree) were considered as a negative attitude, option 3 (I neither agree nor disagree) was perceived as neutral, and options 4 (I agree) and 5 (I strongly agree) as positive.
The first two statements were related to the passenger attitude towards emissions caused by aviation. When looking at the first statement concerning the need for cutting emissions from aviation, the majority of respondents (56%) agreed, while only 17% disagreed. When we, however, asked if the emissions should be limited at the expense of passengers’ comfort, the number of respondents that agreed or disagreed with the statement became almost equal, 38% and 35%, respectively, while 27% were neutral. Therefore, it could be said, that most of the respondents have a highly positive attitude towards sustainability in aviation, as long as their comfort is not directly affected by the new practices.
The questions followed with statements related to passengers’ comfort. When asked directly whether they would be willing to give up part of their comfort in exchange for the decrease in emissions from aviation, the answers of the respondents varied. Although 41% would be willing to give up part of their comfort, 31% were neutral about the subject and 28% had a negative attitude. One of the green initiatives that may decrease comfort is accessing the airport with public transport services. However, the results for the statement concerning public transport are in sharp contrast with the answers to the previous question. When asked whether they would be willing to utilize public transport to get to the airport, the vast majority of the respondents comprising 63% provided a positive answer. Only 18% would not be willing to commute to the airport and approximately the same number (19%) was neutral.
When it comes to sustainable materials, 61% of the respondents would choose to fly with an aircraft that was built using recycled materials if the tickets had the same price as with regular aircraft, while 18% were neutral and 21% opposed to the idea. The attitudes changed considerably when we asked whether they would be willing to pay more for such a flight. A total of 52% of the respondents had a negative attitude, 31% were neutral, and only 17% would choose such an option.
The last part was dedicated to sustainable aviation fuels. A total of 77% of respondents claim they would rather fly with the aircraft running on sustainable aviation fuel if the ticket cost is the same as one with conventional aviation fuel, 12% had a negative attitude, and 11% were neutral. Same as with questions concerning sustainable materials used for aircraft construction, the numbers changed considerably when the option included a need to pay more for such a flight. In this case, only 17% had a positive attitude, 31% were neutral, and 52% opposed the idea. Based on the presented data, we can state that people have a more positive attitude about flying with aircraft using sustainable aviation fuels than recycled materials, which could be caused by the lower level of knowledge about sustainable materials compared to sustainable energy sources.
According to our data, respondents were considerably more positive about the initiatives that did not include additional costs. This opposes the studies [
52,
74,
75] that concluded that passengers are, in general, willing to pay more for green initiatives in aviation. On the other hand, the results are in line with the study [
76], according to which the passengers are not willing to pay more for the flight ticket on the basis that airlines are more eco-friendly.
Upon closer inspection of the results, an independent samples
t-test in
Table 3 focused on whether there is a significant difference between men and women in their willingness to pay for a flight with aircraft from recycled material and for a flight using alternative fuel.
Table 3 revealed that the
p-values, which are smaller than 0.05, indicate that the difference between genders is significant in both cases. According to the descriptives of the men’s and women’s willingness to pay for recycled materials and alternative fuels, both men and women have a negative attitude toward paying for these initiatives; however, men’s attitude is significantly more negative than the one of women.
Table 4 shows the correlation matrix related to recycled materials. A non-parametric method was used since the sample did not comply with the requirements for a parametric method. The
p-value which is smaller than 0.05 indicates that there is a significant correlation. Spearman’s rho of 0.399 states that this relationship is strong. According to these results, there is a correlation between the passengers’ attitudes towards flying with aircraft made out of recycled materials and their willingness to pay an augmented price for such a flight.
When it comes to
Table 5, the same is true about the relationship between attitudes towards the use of alternative fuel and the willingness to pay extra for this use. The
p-value states that it is a significant relationship which is also strong; however, it is slightly weaker than in the case of the use of recycled materials. Based on these results, it could be said that people who would pick a flight with alternative fuels instead of the conventional ones provided the plane ticket costs the same amount of money are more likely to be willing to pay for such a flight. Therefore, if the number of people that trust green initiatives increases, the number of people willing to pay higher prices for such initiatives will also rise.
According to these results, we can state that the majority of passengers have a positive attitude when it comes to the use of recycled materials for aircraft construction or the use of alternative fuels. However, this attitude considerably changes when the passengers are required to pay higher prices in order to implement these initiatives. Passengers are in favor of initiatives that do not directly influence them in the form of augmented financial expenses. Even though both genders have a negative attitude towards paying additional costs for services that are green, women have a significantly less negative attitude than men and are more willing to participate in green solutions for aviation.
During the evaluation of the results, a raw score of attitudes was calculated for each participant to represent their attitude toward the aviation green initiatives on a scale from negative through neutral to positive. Points were assigned based on the number of points they allocated for each initiative ranging from 1 (I strongly disagree with the statement) to 5 (I strongly agree with the statement). Altogether, each respondent could receive a maximum of 40 points. Three categories of attitudes were then created: negative (8–18 points), neutral (19–29 points), and positive (30–40 points). Based on the raw score of each participant, they were placed in one of the above-described attitude categories.
From the assessment of raw scores for the attitude section, several trends were observed.
Figure 6 demonstrates the attitudes of passengers about green initiatives in aviation according to gender. The majority of the respondents from both genders have a neutral attitude; however, there are more women than men in this category. The least represented category is the one of negative attitude, which is represented by 38 men and 30 women. The differences between the number of men and women in all categories motivated authors to compare the attitudes of these two genders by inferential statistics in order to determine whether there is a significant difference in the overall attitudes between genders.
Table 6 shows the results of inferential statistics’ independent samples
t-test in the form of the Mann-Whitney test which was used due to the nature of our data. It is possible to determine that the difference between the attitudes of men and women is significant if the
p-value is smaller than 0.05. This value is achieved, which means that there is a significant difference in overall knowledge, which is represented by the raw scores of participants. According to the descriptive statistics, the average raw score for women is 27.24 points and the score for men is 25.86 points. This is implying that there is a significant difference between the attitudes of men and women about participating in green initiatives in aviation. This means that women, in general, have better attitudes toward green initiatives and are more willing to pay for sustainable initiatives in the form of a more expensive plane ticket.
The evaluation process of attitudes further continued with the view of attitudes based on age groups.
Figure 7 illustrates that, similarly, as was the case with gender, the smallest proportion of respondents falls into the category of negative attitude. The most represented is the category of neutral attitude. Overall, if we look at the attitudes of all groups, we can say that they are quite similar to each other. To verify whether the difference in attitudes between the age groups is significant, we performed an inferential statistics operation through non-parametric One-way ANOVA. The results revealed that a significant difference is only between age groups 19–24 and over 56. Due to the limitations of space, these calculations are not present in this article.