The results collected at the end of the period established for carrying out the surveys are intended to provide a true reflection of the information obtained for each of the three sections that made up the structure of the questionnaire. First, the socio-demographic data of the respondents is highlighted, containing information at a personal level and allowing the typology and characteristics to be observed. Second, the information relating to mobility patterns was analysed to find out the spatial distribution of journeys in the city of Cáceres and the main aspects that determine them, with the intention of trying to identify possible problems a priori. Finally, by means of the declared preference survey methodology, the perception of the public about the implementation of the low-emission zone in the city of Cáceres was studied in order to identify how the implementation of the LEZ would affect the inhabitants of Cáceres.
3.1. Socio-Demographic Data
The analysis of the socio-demographic situation of the respondents is a tool that allowed us to obtain relevant information about different attributes, such as: gender, age range, employment status and level of studies, so that this segregation of the data would make it easier to observe the essential characteristics of the respondents.
Table 1 shows the number of valid responses analysed, as well as the degree of representativeness of each group and subgroup considered, together with the responses obtained regarding the availability of driving licences by the users surveyed.
As can be seen from the figures presented in
Table 1, more than 60% of respondents were male (a fairly high degree of representativeness) compared to women (almost 38%). With regard to the age range, the subgroup with the highest number of responses was between 36 and 50 years of age, with the 18–25, 26–35 and 51–65 age brackets having similar values of around 20%. The presence of the digital divide can be clearly seen in the responses obtained from the population over 65 years of age. With regard to the employment situation of the respondents, those working in the workplace are the most represented, with 62% of the responses, followed by students (less than 20% of the total). On the other hand, there is an upward trend of mixed workers (combining face-to-face and telematic tasks) and a timid representation of purely telematic workers. Focusing on the level of education of the respondents, more than 75% of the respondents have a university education, and 20% have a vocational training qualification or a baccalaureate (excellent educational figures). Going fully into the user’s relationship with regard to the use of a private vehicle, the respondents were asked about the availability of a driver’s licence. The answers to this question, together with the availability of vehicles in each family unit, make it possible to determine how the implementation of the LEZ in the city of Cáceres would directly affect the user.
Table 1 shows that more than 93% of the responses refer to the availability of a car driving licence and 6.4% have no driving licence at all. In addition, and in relation to the question on the availability of a driving licence, the survey included a question on the number of vehicles in each household and their type.
Figure 3 shows the proportion of responses considering the typology of the different vehicles and the number per household analysed.
Consequently, it is clear from the results of this last question that the car is the vehicle with the highest representation in each household among those surveyed, with over 50% in households with 1, 2 and 3 or more vehicles. Behind the car, personal mobility vehicles (PMVs) have a greater presence (with values of around 25%), followed by motorbikes and motorbikes.
3.2. Characterisation of Usual Commuting
It is considered essential to gather all the relevant information in terms of daily commuting, given that the city of Cáceres is a real pole of attraction and development for its immediate surroundings. In this way, the aim is to understand how the implementation of a LEZ would affect the citizens of Cáceres, but also the inhabitants of the districts and municipalities which interact with the provincial capital daily. To this end, questions relating to the user’s reasons for travelling and their frequency, the main means of transport used and certain subjective considerations which are considered to need to be resolved in relation to mobility and accessibility in the city are developed. In
Table 2, we attempt to provide an origin-destination matrix of the journeys made by the people surveyed, thus deepening our knowledge of the mobility patterns of the citizens of Cáceres and the surrounding municipalities.
Table 2 shows the pattern of travel behaviour between the different districts of the city of Cáceres and the low-emission zone. In general terms, 42% of the population living in the central, northern, western, and southern districts commute daily to the possible low-emission zone to be implemented in the city of Cáceres, and these citizens are considered to be the most directly affected by this delimitation. In particular, the districts with the greatest mobility towards the LEZ are the west (13.1%) and south (15.4%), with journeys from neighbouring municipalities (16.2%) and those within the LEZ itself (27.3%) also standing out. Broadly speaking, it can be seen that journeys from the different districts of Cáceres tend to be made mainly to the central and northern districts (with values of over 30%), with a similar trend in the municipalities adjoining the city of Cáceres. Focusing on the district level, it can be observed that from the central district they usually move to a greater extent to the northern district (45.4%), and the same happens the other way round (36.9%). The frequent movements of citizens from the western district are distributed between the central district with 24.6% and the northern district with 38.5%. As far as the southern district is concerned, the distribution of daily commuting according to the respondents is equally distributed between the central and northern district with 38.5%.
On the other hand, in order to be able to analyse in depth the mobility pattern of the population of Cáceres, it is crucial to specify the reasons for the trips, the means of transport used, and the frequency according to the reason for the trip.
Table 3 shows, firstly, the type of means of transport used according to the reason for the trip. It can be seen that a large proportion of the citizens surveyed say that they make their journeys mainly on foot or by car, regardless of the reason for the journey.
Focusing on journeys on foot, more than 50% of those surveyed said that they walk for tourism, health, and leisure purposes. Similarly, more than 40% of users indicated that they walk when they are going to do business, shopping, or for study or work purposes. As for the use of cars, more than 40% of those surveyed use them to carry out tasks related to their own business, shopping or for work, with slightly more than 30% of those users who use private vehicles for study, tourism, health, or leisure purposes. As for the other means of transport, they do not show significant usage values, with motorbike trips (around 4% depending on the reason for the trip) and bus trips (slightly above 3% depending on the reason for the trip) standing out slightly.
With regard to the frequency of journeys, there is greater variability depending on the reason, in contrast to the above according to the type of means of transport used (mainly centred on two of the established types: on foot and by car). Within this apparent variability, occasional trips stand out (with values of around 30% for all the established reasons), followed by trips made two to three times a week (with figures close to 20%) and then trips made more than twice a month, depending on the reason (with results of around 15%).
In order to analyse more precisely the interrelationship between the reasons for travel and the means of transport used, we chose to carry out a cross-analysis of the information, taking into account the gender of the respondent and their age range. Firstly, taking into consideration the means of transport, in the case of the male gender there is a clear preponderance of trips by private vehicle (36%) and on foot (19%), with little representation of other means of transport. Focusing the evaluation by age range, there is an increase in the use of buses and motorbikes in the male population aged 18–25 (mainly university students) and an increase in the use of private vehicles in the 36–50 age range. Regarding the female population, the general trend is similar to the previous one, with a predominance of car trips (55%) and walking (35%). There is also an increase in the use of buses in the female population aged 18–25. Secondly, when examining the reasons for travel, the male population between 18–25 years of age mentioned that they travel mainly for study (26%), between 26–35 for tourism (19%) and study (17%), in the range between 36–50 years of age they mentioned work/business (23%) as the main option, as well as in the category between 51–65 (15%). In the case of the female population, the pattern of the educational ratio is repeated in the 18–25 age group (19%), with no clear trend in the 26–35 age group. However, in the 36–50 age range, work/business reasons are balanced with leisure reasons (15%), with similar values for travel reasons in the 51–65 age range.
Another factor that helps to determine daily mobility is the number of stages a citizen needs to take to make a journey, with each means or form of travel used being established as a stage.
Figure 4 shows the values obtained considering the number of stages and according to the means of transport used, differentiating between soft modes (on foot/bicycle/scooter), public transport (bus/taxi) and private vehicles (car/motorbike) and their different combinations.
Figure 4 shows that more than 50% of journeys are made using the private vehicle, making it the main means of transport among those surveyed. Soft modes are the second most used element of mobility, with values very similar to the combination of soft modes with the private vehicle for trips (values above 13%). Public transport is the least attractive means of transport for citizens (5.7%).
Another of the fundamental aspects of the second part of the questionnaire consisted of evaluating different mobility proposals, as well as collecting the user’s opinion on particular situations existing at street level. In this sense,
Table 4 shows the results obtained in the survey, showing the user’s subjective response to the various options, using a five-point Likert scale for their evaluation (value 5 being considered the highest priority for action).
Beginning with the citizen’s assessment of different approaches to sustainable mobility,
Table 4 shows that the most popular aspect would be the promotion of measures that would favour economic advantages such as possible reductions in the cost of using public transport on a regular basis. Other actions considered a priority by those surveyed were the creation of cycle lanes and charging points for electric vehicles, together with bicycle rental. Measures such as the rental of electric vehicles by the minute or scooters were given lower scores, and the introduction of free fares in the regulated parking area for electric cars was the least valued.
With regard to the assessment of the situation of the municipality at street level,
Table 4 shows that respondents consider the existing traffic and road safety measures adopted, as well as the space for pedestrians and the accessibility of pavements, to be acceptable (rating 3 on the Likert scale). However, the user-friendliness of the PMVs, the existence of school roads, and noise and pollution are rated as acceptable-bad. The lowest-rated factor is on-street parking, with no clear trend when asked about the availability of parking around residences.
In order to complete section B of the survey, citizens were asked about those aspects that they felt could be improved in the city in terms of universal accessibility, with the intention of identifying the possible problems of walking, as well as the point of view related to the overuse of private vehicles and the risks related to public health.
Table 5 shows the results of the survey of stated preferences according to the answers provided by citizens.
In relation to the public consultation on what aspects citizens consider should be improved in terms of universal accessibility, it can be seen that the highest priority is given to aspects such as: widening pavements, improving the paving and the appropriate placement of street furniture, accessibility to public transport by relocating stops and improving their functional design, as well as increasing the level of street lighting. Other elements that are also considered as required, although with lower ratings, are: increasing the number of pedestrian streets, reducing traffic, acting on crossings and signposting, improving the layout of on-street parking and universal accessibility to buildings. On the other hand, when asked about their concerns regarding the excessive use of private vehicles, citizens consider that the most relevant aspects to consider are: lack of parking, climate change linked to the increase in greenhouse gases, as well as the increase in noise pollution. To a lesser extent, they are concerned about the risk of illness and traffic congestion.
3.3. Implementation of an LEZ in Cáceres
As anticipated in the section on the methodological design of the research, this section is divided into three distinct parts. At the beginning, it focuses on the degree of user knowledge on aspects such as LEZs, climate change, environmental labels, etc. Subsequently, a series of measures for action in the city are proposed to the citizen, with the premise of achieving more sustainable mobility. Finally, a series of alternatives to be evaluated by the user are provided, expressing their stated preferences on the impact that a LEZ could have on the city of Cáceres, both in general and at a particular level.
Table 6 shows citizens’ opinions on the consultation on low-emission zones and on the situation of the municipality under analysis.
From the results obtained in
Table 6, a high percentage of the population of Cáceres are aware of the concept of the low-emission zone and are aware of the restrictions that have been implemented in the residential priority area established in the centre of Madrid (currently known as Madrid 360), as well as the environmental badges required for cars to be able to circulate within the designated perimeter. A lower percentage, although still considerable, said that they were informed about issues related to climate change. With regard to citizens’ assessment of municipal infrastructures, it can be seen that those surveyed consider that there is sufficient space for walking, although this is not the case for cycling. In general, they gave a balanced score to infrastructures for public passenger transport services, with no clear tendency towards a modal shift if both bicycle lanes and pedestrian routes were improved.
When asked about alternative measures to tackle pollution, noise, and traffic congestion, it is clear that the most unpopular action would be the introduction of urban tolls. On the other hand, citizens are receptive to improvements in universal accessibility, subsidies for public transport, increased road safety in infrastructure for MPVs, subsidies for the purchase of environmentally friendly vehicles and MPVs, and the promotion of pedestrianisation. Other measures envisaged, such as the implementation of LEZs and 30 zones, received inconclusive evaluations.
In order to assess the social perception and personal criteria of each citizen, we decided to ask, in the case of the implementation of an LEZ in the municipality under study, what effect it would have, both on the city and on the daily life of the respondent.
Table 7 shows the answers given by the population to this question.
In the first case, citizens clearly define the aspects which, in their opinion, will affect their daily journeys and cause them to change their approach to daily mobility. Respondents consider that they will walk more and improve their individual quality of life, and do not feel that their freedom of movement will be reduced. Citizens expect to use fewer private vehicles, although they do not a priori consider switching to a less polluting type of vehicle or making greater use of MPVs or public transport.
In the second case, when respondents were asked about the effect that the LEZ would have on the municipality in general, it was observed that in all cases they were mainly in favour of the considerations that it would improve the health of citizens and their quality of life, and that it would reduce both traffic and noise, promoting a cleaner and healthier city.
Finally, citizens were asked how long they would be willing to walk to their destination if they were provided with both convenient and affordable parking and a safe pedestrian priority zone. The results are shown in
Figure 5.
Figure 5 shows that more than 68% of the population would agree to walk more than ten minutes to their destination, and that for 31% it would be feasible to walk from 0 to 10 min. Therefore, it can be deduced that the creation of infrastructures such as peripheral car parks in combination with semi-pedestrianisation or pedestrianisation (following the model of the city of Pontevedra) could be a response to the modal shift that would allow for greater walking distances.
3.4. Analysis of Respondents’ Perceptions
In order to evaluate in greater depth how the implementation of an LEZ would affect the daily life of the inhabitants of the city of Cáceres on a personal level, it was decided to carry out a cross-analysis of the information, taking into account the gender of the respondent and their age range.
Focusing on the first group of questions shown in
Table 6 (concerning the state of the municipality), both male and female respondents, regardless of their age, consider that the city under study has enough space for walking, but on the other hand, it is not an accessible and attractive public space from the point of view of cycling. On the other hand, all the women surveyed and the 36–50 age group of men consider that the public transport infrastructure does not meet their expectations, in contrast to the opinion of the rest of the male sector, which refers to the existence of adequate urban transport facilities. When asked whether they would change the way they travel if improvements were made to cycling infrastructure, the male sector was indifferent, while the female sector dismissed the proposal, with the exception of women between 36 and 50 years of age, where there was a slight hint of a modal shift. With regard to the issue of promoting and improving pedestrian routes, the male sector as a whole (with the exception of the 18–25 age group), as well as women aged 26–50 (apart from those aged 51–65) are inclined towards a modal shift towards this soft mode. Women between 18–25 and 66–75 are indifferent to the proposal.
Considering the second group of questions represented in
Table 6 (alternative measures to tackle pollution, noise and traffic jams), regardless of the gender of the respondent and their age range, the inhabitants are in favour of the implementation of a low-emission zone that includes the construction of new pedestrian zones, the establishment of subsidies for public transport and the purchase of PMVs and cars with Eco- or Zero-emission labels, the creation of safer infrastructure for PMVs, as well as facilitating municipal universal accessibility. On the other hand, they are totally opposed to the introduction of urban tolls. At the same time, with regard to the implementation and signposting of new 30 zones, all men and women between 18–35 years of age do not consider this to be a good measure, but women over 36 years of age consider it to be a really favourable measure.
In relation to the questions listed in
Table 7 and specifically when respondents are asked how they consider that the implementation of the LEZ would affect them personally in their day-to-day life, regarding the question on whether they consider that their quality of life would improve, the male population between 18–25 years of age is mainly indifferent to the question, while from this age range onwards, the respondents consider that they agree with the question as a whole. In relation to the female sector, as in the previous case, the population between 18–25 is indifferent, in the range between 26–35 no clear criterion is defined, but above that age a positive evaluation is maintained in relation to the question asked. As far as the reduction of freedom of mobility is concerned, the male population aged 18–25 seems to be clear that the implementation of the LEZ would be a limitation, but there is no clear trend in the rest of the age brackets. On the other hand, the female population between 18–25 and 36–50 years of age is indifferent to this question, and those between 26–35 and 51–65 consider that their freedom of movement will not be reduced. With regard to the use of cars/motorbikes for everyday journeys, men aged 18–25 and 36–50 are of the opinion that they will not dispense with their use, while those aged 26–35 remain indifferent, while men aged 51–65 are clearly in favour of using these means of transport to a lesser extent. Women are generally indifferent between the ages of 18–35 and are less inclined to use the car/motorbike over the age of 36. As far as the use of public transport is concerned, in general, the male population does not consider that they will make more use of public transport after the implementation of the LEZ, with the exception of the 26–35 age group, which does not show a clear trend in their responses. On the other hand, the female sector is strongly in favour of a modal shift towards the bus. With regard to personal mobility vehicles (bicycles and electric scooters), the male population does not show particular acceptance and considers that they will no longer use these means of transport with the implementation of the LEZ, with the exception of the 26–35 age group. Likewise, the female sector as a whole does not consider using PMVs more frequently. In the case of walking, both the male and female respondents are in favour of walking more when the LEZ measures are implemented. On the other hand, when respondents are asked their opinion on how the implementation of the LEZ would affect their city (in general), there is a clear trend among both men and women. Regardless of gender and age, citizens agree or strongly agree with the effects of the LEZ measures, considering that it would visibly improve the health of citizens, reduce traffic and noise in the city, and have a positive impact on street cleanliness. However, when asked about the overall quality of life in the municipality, men in the 18–25 age group do not have an a priori opinion and are indifferent to the measure.