1. Introduction
Massive open online courses (MOOCs), a term coined in 2008 by Dave Cormirer and Bryan Alexander to refer to the online courses designed by George Siemens and Stephen Downes [
1], are considered, like other virtual environments, to be part of Educational Software 3.0. This tool, which is based on the connectivist principles of massiveness, being free of charge, portability, ubiquity, self-assessment, modularity, and video simulation, proposes new teaching–learning scenarios for the creation/production of content, and the active, interactive, and collaborative role of students in guided and flexible learning environments.
The founding of providers such as Udacity and Coursera in 2012 gave the first boost to the offering of these MOOCs [
2], and to the gradual improvement of their platforms. Today, these courses are classified mainly as cMOOCs, which are developed from the experimental principles of connectivist learning; xMOOCs, which follow more traditional educational approaches, and the subtypes derived from them (TransferMOOCs, MadeMOOCs, SynchMOOCs, AsynchMOOCs, AdaptiveMOOCs, GroupMOOCs, ConnectivistMOOCS, and MiniMOOCSs) [
3]; or Micro-NOOC [
4]. In terms of design, the courses share technological innovation, which is understood as the improvement of teaching and learning processes. In structural designs offered by the various platforms, their methodological distinctiveness is evident, being removed from the specific characteristics of traditional digital repositories. MOOCs therefore provide an opportunity to establish synergies between universities and the knowledge society, creating a new and burgeoning space for collaborative learning that meets current educational requirements [
5], as well as for internationalization, recognition, and the opening up of universities [
6,
7,
8,
9].
The experience of social interaction and social or socio-technological connectivity provided by MOOCs encourages the achievement of objectives in a specific area [
10]. Indeed, individual and group activities; the use of initial, specific, and self-created multimedia resources (open educational resources); the operational implementation of social networks, such as Twitter, LinkedIn, and Facebook, and the application of self- and co-assessment systems [
11], together with instructions on how to monitor or facilitate autonomous learning and guarantee permanent learning that can be transferred to different contexts. Furthermore, institutional affiliation is not required to take a MOOC. These courses tend to scale, leading to the construction of virtual learning communities through the democratization of knowledge and digital competencies, and they have a major impact in line with their massive nature, capable of organizing sub-networks of lifelong learning, ongoing training, and professional development. The socio-educational impact of this transfer is starting to give rise to a significant volume of scientific work [
12,
13].
The dynamism of MOOCs responds suitably to the new forms of construction, appropriation, and interactive exchange of knowledge in higher education. This is in keeping with the competency needs of potential students, and with precise transferability to personalized professional and social contexts [
14].
Massive Open Online Courses and Education for Sustainable Development
The overwhelming spread of MOOCs in Spain in 2013 [
15], through platforms such as Unx, MiríadaX, UPVX, and UnedComa, did not lead to the creation of courses oriented towards the training of social science teachers [
16,
17]. This was despite the cross-cutting nature of social science and special interest in its teachers’ teaching and learning. In this respect, given the fact that education for sustainable development and for human rights and democratic values (the bases of the 2030 agenda) is one of the concerns of teachers and researchers working on social science teaching, the lack of MOOCs is surprising. MOOCs are sustainable models of teaching–learning [
18] that are intended to be used for these educational purposes at the Ibero-American and international level.
As in other countries, education for sustainable development continues to be a pedagogical challenge for schools [
19,
20] and initial teacher training. In the Spanish curriculum, the content of education for sustainable development, which is fundamentally associated with the natural environment and scientific culture, does not include other content on human rights, inclusion, diversity and social plurality, or equality of gender and opportunity, which are essential social aspects in education to create democratic, participatory, and committed citizens. This distancing of the conceptual interdependence between nature and society, and between global justice and sustainability, causes the fragmentation of the fundamental bases of education for sustainable development through citizen participation [
21] in the context of education for global citizens [
22].
The current information and communication society (ICS) asks capable education professionals to implement information and communication technologies (ICTs) in their daily teaching practice, through the acquisition and development of digital teaching competence from three dimensions: technological knowledge (TK), pedagogical knowledge (PK), and content knowledge (CK) [
23]. From this perspective, MOOCs are proposed as an excellent opportunity for the development and acquisition of professional skills (including digital teaching), oriented towards the interdisciplinary training of future teachers for sustainable development. In this sense, despite their limitations (e.g., drop-out rate, lack of official credentials for attending and passing courses, establishment of more defined assessment systems), MOOCs facilitate access to and transfer of knowledge through innovation and citizen empowerment for social progress. In this context, the present study asks the following research questions:
- -
What is the perception of future teachers (digital natives) of their digital teaching competence (DTC)?
- -
What factors determine the social representations of the potential contribution of ICTs in general, and of MOOCs in particular, to the teaching and learning of sustainable development goals (SDGs)?
- -
Do these representations appear to be determined by gender and education?
4. Results
4.1. Analysis of the Descriptive Data
Firstly, the descriptive statistics (mean and standard deviations) are presented for each item (
Table 4). In general, the results indicated that students’ perceptions of MOOCs as resources for their own training and their future work as teachers were positive, as can be seen in items 7 and 8 (
M ≥ 4.00; SD ≤ 0.840). This highlights the importance that students attribute to these types of courses for their training as teachers. As can be seen in the results, the majority of the sample knew what a MOOC was and have completed one (item 5:
M = 3.94; SD = 0.637; and item 6:
M = 4.07; SD = 0.670, respectively).
With regard to the perceived utility of ICTs (item 10: SD = 3.81) and MOOCs (item 11: M = 3.76) in reducing the “digital divide”, the data obtained show a mean under 4.0, which indicates an only slightly positive appraisal of these resources, with a majority of participants responding “Neither agree nor disagree”. Such values contrast with the students’ knowledge of the concept of the “digital divide”, for which a mean over 4.0 was observed (item 9: M = 4.02). This corresponded to the option “Agree” in most of the responses obtained. In the same way, participants also seemed to recognize the concept of “sustainable development”, with a high number of “Agree” responses (item 12: M = 4.14; SD = 0.695).
With regard to future teachers’ appraisal of the relationship between sustainability and the use of technologies, the results showed a negative perception. Thus, in items 13 and 15, which were about the utility of ICTs in achieving the SDGs, a mean value under 4.0 was obtained in both cases (item 13: M = 3.38; SD = 0.679; item 15: M = 3.64; SD = 0.911). This indicates that a majority of participants responded “Neither agree nor disagree”.
This was not the case with their positive appraisal of technologies as a lever for global economic and social development, with a majority of participants responding “Agree” (item 14: M = 4.00; SD = 0.768; item 16: M = 4.04; SD = 0.704). In the same way, the sample considered that including ICTs in the teaching and learning process for the social sciences may contribute to reducing the current problems of unsustainability and promoting the generation of new thoughts among the population (item 18: M = 3.99; SD = 0.703; item 19: M = 4.14; SD = 0.654).
With regard to training received on the interrelation between ICTs and sustainable values, students believed that they were not appropriately trained to implement technologies from that perspective, as shown by the values for item 17: M = 2.88 and SD = 0.776. Therefore, the participants believed they lack sufficient training on sustainability-related technological resources to be able to implement this knowledge adequately in their future work as teachers.
4.2. Comparative Analysis Based on Gender and Course of Study
Following the descriptive analysis of the items, a comparison of means was conducted using the independent samples
t-test, as well as a one-way ANOVA (
Table 5). The intention was to compare and assess whether or not there were significant differences based on gender and the course of study of the individuals who made up the sample, with regard to the three blocks analyzed.
The results showed that there were indeed significant differences between female and male participants in the study in relation to the values analyzed (
Table 5). With a level of significance of
p > 0.05, the independent samples
t-test found statistically significant differences between women (
M = 3.69) and men (
M = 4.23) in terms of seeing MOOCs as resources for their training as future teachers (
p = 0.001), which was the focus of item 7. These differences were repeated in the perception of MOOCs as useful teaching tools for the teaching and learning of social sciences (item 8), with a mean of 3.65 for women and 4.56 for men, and a
t-test value of
p = 0.004.
The data from item 11, which focused on the ability of MOOCs to reduce the “digital divide”, should also be highlighted. There were clear differences between women (M = 3.50) and men (M = 4.16), and a t-test result of p = 0.001.
Furthermore, the confidence interval limits for the difference indicated that for variables 5, 6, 7, 8, 10, 11, 12, 18, and 19, in both genders, the value “0” was not included in the confidence interval limits for the difference. This indicated that, for such items, the hypothesis of equal means could be rejected. This was also confirmed by the results of the t-test for these questions (item 5: t = −4.441; item 6: t = −3.117; item 7: t = −4.248; item 8: t = −7.385; item 10: t = −3.191; item 11: t = −6.969; item 12: t = −2.123; item 18: t = −2.015; item 19: t = −2.465).
With regard to the one-way ANOVA to compare student perceptions based on gender (
Table 5), significant differences were found between women and men for items 5, 6, 7, and 8, which focused on knowledge about MOOCs and their role in teacher training. These items all had
p values under 0.05. In general, it can be pointed out that for these variables, significant differences between women and men were found, with higher means for men in every case.
Something similar happened in the block of questions on student perceptions of the interrelation between sustainability and technologies, specifically in items 10, 11, 12, 16, and 18 (p < 0.05). The same is true of the previous block of questions. The average values for this block were also higher for men (item 10: M = 4.06; item 11: M = 4.16; item 12: M = 4.30; item 16: M = 4.20; item 18: M = 4.09).
4.3. Correlation Between the Variables Analysed
In order to determine the relationship between student perceptions of their training on the use of MOOCs and their appraisal of their initial training on applying ICTs for sustainable development, the Pearson correlation coefficient was calculated (
Table 6).
In the results obtained, it can be seen that there was a high correlation between knowledge about MOOCs (items 5 and 6) and their being perceived as tools for teacher training (items 7 and 8 with an r value ≥ 0.612; p = 0.00 in all correlations observed). In the same way, a high correlation was found between items 7 and 8 and the use of MOOCs to develop lesson plans on unsustainability (item 17 and 18: r value ≥ 0.633; p = 0.00), as well as recognizing them as instruments to reduce the “digital divide” (item 11: r value = 0.875, p = 0.00; and r = 0.837, p = 0.00, respectively). In relation to knowledge about the “digital divide” (item 9) and “sustainable development” (item 12), a highly positive correlation was confirmed (r = 0.757; p = 0.00).
There was also a strong positive relationship between seeing ICTs as resources to reduce the “digital divide” (item 10), their appraisal as a lever for a country’s development (item 14: r = 0.633; p = 0.00) and their appraisal as mechanisms to eradicate the problems of global unsustainability (item 18: r = 0.73, p = 0.00; item 19: r = 0.732, p = 0.00). In this way, a significant correlation was confirmed between the inclusion of technologies in the teaching and learning process for the social sciences (item 18) and the perceived utility of these teaching resources for a country’s social development (item 14: r = 0.744, p = 0.00), and for the reduction of the problems of CO2 emissions and primary energy consumption, among other existing problems related to unsustainability (item 15: r = 0.722, p = 0.00).
However, considering ICTs as resources to achieve the SDGs (item 13) showed a positive but weak correlation with knowledge about MOOCs (item 5: r = 0.077, p = 0.524), the participation of the sample in MOOCs (item 6: r = 0.005, p = 0.324) and the students’ appraisal of this type of course for teacher training (item 7: r = 0.066, p = 0.223).
Lastly, the sample’s perception of their technological training on content related to sustainable development (item 17), their knowledge about and participation in MOOCs (item 5 and 6), and their understanding of the concept of “digital divide” (item 9) were analyzed. In these interrelations, a weak negative correlation was found between items 17 and 5 (r = −0.088; p = 0.263), between items 17 and 6 (r = −0.075; p = 0.341) and between items 17 and 9 (r = −0.011; p = 0.890), which showed that they were inversely correlated.
5. Discussion and Conclusions
In the current sociocultural and educational context of the ICS, precedence has been given to the gradual inclusion of technologies in the training of future teachers. ICTs are presented as basic tools that allow the general public to access knowledge and resources offered on the web, and offer continuous learning through lifelong learning [
33,
34]. In this way, it proves indispensable that new generations of teachers acquire in their training an appropriate level of digital competence [
35], defined not as mere activities concerning instrumental training, but as giving students the skills that allow them to access the content of the ICS, critically discerning their use in teaching [
16,
17,
18,
19,
20,
21,
22,
23,
24,
25,
26,
27,
28,
29,
30,
31,
32,
33,
34,
35,
36] and recognizing the current needs for the sustainability of the planet.
It was in the year 2000 that, faced with the imbalance of humanity in areas such as education and access to basic resources, the United Nations adopted the Millennium Development Goals (MDGs), as it had been impossible to achieve equal opportunities for all in relation to development and well-being. These MDGs guaranteed the economic and social development of humanity, with the goals set for the year 2015. Despite the achievements reached by the MDGs [
37], there is still a long way to go. Therefore, the United Nations approved the so-called 2030 Agenda [
38], in which the MDGs were broadened and the global commitment to continue fighting for sustainable global development was renewed. This included the SDGs that must stimulate and direct the initiatives and policies towards global sustainability throughout 2016–2030. In this way, technologies are presented as the perfect catalyst for development, where it is pointed out that the spread of ICTs in education and global interconnection can offer great potential to reduce the digital divide [
39,
40]. Therefore, it is necessary to provide appropriate training in keeping with the needs of society [
41,
42], which includes the need to adopt measures that are adapted for the new requirements of the ICS [
43,
44] and the current requirements related to the SDGs [
45]. These changes will only be possible if current university teachers are given digital teaching skills and subject-specific and methodological content on sustainability that allows adequate training of students, particularly in the courses of study analyzed in this study: the Bachelor of Primary Education and the Master of Secondary Education.
In this way, the research conducted found that the use of technologies is recognized as one of the competencies of today’s teachers, and appears in the guidelines of the European Higher Education Area, as well as in related studies [
16,
46,
47]. For this reason, it is essential to recognize which knowledge is acquired by future teachers and what perception they have of their DTCs in the formative context of their studies, so as to improve curricula and identify deficiencies in their training for appropriate professional development. In the same way, it is essential to address implementation of such technologies from a sustainable teaching dimension, which meets the current needs at the global level [
48].
In view of the results obtained, it can be seen that trainee teachers have a positive view of technologies, which include MOOCs, both for the development of their own training and for their future work as teachers. These conclusions are similar to those from studies such as that of Emine et al. [
49], in which the relationship between digital training and the positive reception of such tools for teaching is corroborated, or the analysis of Roig-Vila et al. [
47], which found that trainee teachers did not find the manipulative use of technologies difficult.
With regard to the knowledge of concepts such as “digital divide” and “sustainable development”, it was found that the teaching students’ perceptions were positive and that students recognized the educational value of such content. With regard to such results, students attribute great relevance to ICTs in terms of their usefulness as resources to reduce existing socioeconomic differences and minimize problems for the development of certain geographic areas. This finding is in keeping with other studies that have addressed this same topic [
50,
51,
52], and highlights that trainee teachers believe it necessary to train in digital skills, so as to include technological tools in their work. Furthermore, they underline the importance that, in such training, knowledge on the sustainable use of technological resources is acquired [
53,
54,
55,
56]. In this sense, differential results were obtained based on the gender of participants, with men attributing greater importance to digital training than women. These values must be related to the different perception that men and women have of their ability to use ICTs in a manipulative manner [
47,
57,
58]. In our view, it would be interesting for future research to delve more deeply into this topic, so as to evaluate the implications of the various conceptions or perceptions of DTCs by gender—and in this way, evaluate whether there are significant variations, not only in relation to technical manipulation, but also in reference to adequate inclusion of ICT tools in classrooms and the sustainable teaching approach of each group.
By analyzing the correlations between the variables, it is confirmed, in line with the contributions of Gómez and Ortega [
59], that students are familiar with and have participated in MOOCs, and recognize the formative value of such teaching resources for teachers. As set out in international studies on the importance of ICTs for reducing global socioeconomic differences [
60,
61,
62], students recognize that MOOCs help minimize the “digital divide”, allowing access to existing information and resources on the web. In the same way, a positive perception was identified on the development of DTCs through the implementation of MOOCs, and of how such tools, when applied to the teaching of social sciences, power the creation of lesson plans that address the SDGs.
On the other hand, this study found a reverse correlation between the level of recognition and participation in MOOCs and the training of future teachers on technologies, in consideration of content, procedures, and values related to sustainable development. Thus, as indicated by Azcárate et al. [
63], the incorporation of sustainability in the university curriculum has not occurred, and, as pointed out by Solís-Espallargas and Valderrama-Hernández [
48], the majority of university teachers have still not accepted the process of including such content in teaching practice.
We can thus conclude by asserting, despite the perception of students who are future teachers, that MOOCs are very appropriate for their training; an underwhelming positive appraisal of the training received on sustainability and resources makes it difficult to include in the social science classroom. In this way, despite the proposals being implemented by education administrations for the inclusion of content and sustainable action in curricula and teacher training (CRUE, approved in 2005 and updated in 2012 for universities, and Order ECI/3858/2007 for secondary schools) [
64], there is still a long way to go for the optimal formative training of university professionals, as to the current demands of society on this subject.
With regard to the limitations of this study, it is important to note that it is still in progress, as other dimensions remain to be analyzed. One option for the present research would be to apply a two-way ANOVA test, so as to simultaneously study the effects of two independent variables (gender and course of study) on the dependent variables being studied. Likewise, it is considered necessary to apply qualitative research techniques to deepen and expand the results of this initial study.
Similarly, the fact that the study sample came only from the University of Burgos and the University of Alicante is relevant, as this means that the results cannot be generalized to the entire teaching community of Spain. Furthermore, the sample was a convenient and non-probabilistic one, the resulting limitations of which are relevant when drawing general conclusions. We believe that it would be ideal to share the instrument with the remaining Spanish universities, so as to corroborate or refute the assessments presented here. Furthermore, it would be interesting to delve more deeply into how these perceptions materialize, such as in the practices of new teachers in schools, so as to confirm or refute some of the statements observed.