| Literature DB >> 33199972 |
Łukasz Tomczyk1, Vladimir Costas Jáuregui2, Cibelle Albuquerque de La Higuera Amato3, Darwin Muñoz4, Magali Arteaga5, Solomon Sunday Oyelere6, Özgür Yaşar Akyar7, Mariana Porta8.
Abstract
The aim of the article is to highlight the key elements related to the implementation of new technologies in education from the perspective of the opinions and experiences of educators in the field in Bolivia, Brazil, the Dominican Republic, Ecuador, Finland, Poland, Turkey, and Uruguay. The text compares issues related to attitudes towards the use of new media in education, experiences with different forms of e-learning, and the level of restrictions on the use of smartphones in school. These variables are juxtaposed with the self-assessment of digital competence and how cyberspace is used. The survey was conducted using a standardised survey questionnaire translated into the relevant national languages in the first half of 2019, and involved a sample of 873 teachers representing eight countries. On the basis of the pilot studies it was noted that: 1) Teachers from LAC and EU like to use digital media - this is a constant trend independent of geographical location; 2) Teachers note that new technologies are not always better than analogue didactic aids; 3) Teachers from selected countries (the Dominican Republic, Brazil, Turkey, and Uruguay) have much greater techno-optimism in themselves than teachers from Bolivia, Poland, Finland and Turkey in terms of the impact of ICT on student motivation and engagement; 4) In all countries teachers prefer free online courses (the different forms of e-learning are used most often by those in the Dominican Republic, and the least often in Bolivia and Poland); 5) In each country teachers who highly value their own digital competences and have a positive attitude towards new media use ICT much more actively; 6) There is also a global trend in that the extensive use of cyberspace (typical e-services) appears in combination with the extensive use of various forms of e-learning; 7) Teachers from Ecuador are most likely to want to ban the use of smartphones in schools. The most liberal approach in this respect is taken by the Uruguayans; 8) The knowledge of the conditions related to restricting the use of smartphones goes beyond the analyses related to the style of use and attitude towards new media. This article is the result of pilot studies conducted within the framework of the SMART ECOSYSTEM FOR LEARNING AND INCLUSION project carried out in selected Latin American, Caribbean (LAC) and European (EU) countries.Entities:
Keywords: New media usage style; attitudes towards new media; comparative education; experiences with e-learning; internet; restrictions on the use of smartphones in schools; schools; self-evaluation of digital competence; teachers
Year: 2020 PMID: 33199972 PMCID: PMC7657064 DOI: 10.1007/s10639-020-10380-4
Source DB: PubMed Journal: Educ Inf Technol (Dordr) ISSN: 1360-2357
Factor Loadings
| Factor 1 | Factor 2 | Factor 3 | Factor 4 | Uniqueness | |
|---|---|---|---|---|---|
| I like to use digital technologies | 0.678 | 0.500 | |||
| Digital technologies have positively changed our lives | 0.701 | 0.495 | |||
| It is necessary to use digital technologies in the process of learning and teaching | 0.773 | 0.383 | |||
| Web sites are useful for teaching and learning | 0.694 | 0.527 | |||
| Digital teaching aids are better than physical teaching aids on improving learning | 0.551 | 0.672 | |||
| The use of digital technologies by the teacher has a positive impact on student learning | 0.844 | 0.306 | |||
| The use of digital technologies by the teacher has a positive effect on student motivation | 0.841 | 0.315 | |||
| The use of digital technologies by the teacher has a positive effect on student satisfaction | 0.793 | 0.390 | |||
| Publishing messages on Internet | 0.637 | 0.558 | |||
| Consuming Internet streaming (eg. VOD) | 0.688 | 0.538 | |||
| Creating video | 0.577 | ||||
| Using a file sharing service | 0.765 | 0.398 | |||
| Participating as member of a group | 0.760 | 0.453 | |||
| Accessing online services – e-government | 0.536 | 0.487 | |||
| Buying/Selling goods | 0.408 | 0.623 | |||
| Leisure | 0.607 | 0.633 | |||
| Study in an obligatory online course in my career or in my postgraduate studies | 0.714 | 0.501 | |||
| Taking free e-learning courses (online courses - e.g. language, ICT) | 0.774 | 0.365 | |||
| Taking paid online courses | 0.847 | 0.382 | |||
| Participating in online study groups | 0.732 | 0.419 | |||
| Using the text editor (e.g. Word, writer) | 0.745 | 0.395 | |||
| Using the Spreadsheet (e.g. Excel, Calc) | 0.885 | 0.314 | |||
| Using the presentation program (e.g. Power Point, impress) | 0.805 | 0.324 | |||
| Using the graphic program (e.g. Picasa, Gimp) | 0.684 | 0.492 | |||
| Knowledge about the dangers of the digital world (e.g. cyberbullying, Internet addiction, sexting) | 0.553 | 0.663 | |||
| Smartphones prohibition | 0.952 |
Note. Applied rotation method is promax
Sociodemographic characteristics
| Bolivia | Brazil | Dominican Republic | Ecuador | Finland | Poland | Turkey | Uruguay | |
|---|---|---|---|---|---|---|---|---|
| N | 137 | 104 | 145 | 145 | 88 | 106 | 87 | 107 |
| 46 | 42.59 (11.76) | 42.81 (10.96) | 43.93 (9.30) | 37.45 (6.49) | 37.84 (10.07) | 37.97 (7.5) | 46.41 (10.01) | |
| Gender | ||||||||
| Female | 66% | 59.61% | 53% | 55% | 41% | 84% | 36.8% | 74% |
| Male | 33% | 40.39% | 47% | 44% | 54% | 16% | 63.2% | 25% |
| Choose not to say | 1% | 0% | 1% | 5% | 0% | 1% | ||
| Professional | 18.86 | 19.26 | 15.50 | 12.94 | 10.86 | 12.05 | 12.96 | 17.5 |
| experience Mean (SD) | (11.4) | (12.88) | (11.41) | (8.29) | (6.86) | (8.84) | (6.95) | (11.03) |
| Location of school | ||||||||
| Cities | 97% | 66.67% | 93% | 93% | 78.41% | 59.4% | 80.5% | 84.11% |
| Villages | 1% | 3.92% | 7% | 7% | 10.23% | 27.4% | 19.5% | 1.87% |
| sub-urban regions | 2% | 29.41% | 0% | 0% | 11.36% | 13.2% | 11.21% | |
| no answers | 0% | 2.8% | ||||||
| Type of school | ||||||||
| State-owned | 39% | 43.14% | 46% | 46% | 100% | 85.4% | 100% | 100% |
| Private | 61% | 48.04% | 54% | 54% | 14.2% | 0% | 0% | |
| Financial situation | ||||||||
| Very bad | 0% | 1.93% | 1% | 1% | 0% | 1.9% | 1.1% | 0% |
| Bad | 5% | 9.61% | 9% | 9% | 4.5% | 17.0% | 12.6% | 2.80% |
| Acceptable | 73% | 43.27% | 39% | 39% | 27.3% | 45.3% | 54% | 53.27% |
| Good | 19% | 40.39% | 47% | 47% | 42.1% | 32.1% | 29.9% | 34.58% |
| Very Good | 3% | 4.80% | 4% | 4% | 26.1% | 3.8% | 2.3% | 9.35% |
Descriptive statistics for indicators of the Attitude to new media variable
| I like to use digital technology | Digital technologies have positively changed our lives | It is necessary to use digital technologies in the process of learning and teaching | Web sites are useful for teaching and learning | Digital teaching aids are better than physical teaching aids on improving learning | The use of digital technologies by the teacher has a positive impact on student learning | The use of digital technologies by the teacher has a positive effect on student motivation | ||
|---|---|---|---|---|---|---|---|---|
| Country | N | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) |
| Bolivia | 154 | 4.136 (0.893) | 3.234 (0.891) | 3.815 (0.941) | 3.980 (0.801) | 2.869 (0.964) | 3.636 (0.862) | 3.773 (0.836) |
| Brazil | 102 | 4.402 (0.649) | 4.020 (0.832) | 4.118 (0.812) | 4.088 (0.646) | 3.225 (1.160) | 4.078 (0.740) | 4.078 (0.754) |
| Dominican Republic | 98 | 4.429 (1.005) | 4.112 (1.004) | 4.265 (1.061) | 4.276 (1.003) | 3.776 (1.162) | 4.235 (1.003) | 4.306 (0.957) |
| Ecuador | 141 | 4.248 (1.063) | 4.085 (1.112) | 4.078 (1.089) | 4.270 (1.062) | 3.454 (1.025) | 4.007 (1.045) | 3.993 (1.066) |
| Finland | 88 | 4.114 (0.988) | 3.966 (0.928) | 4.057 (0.987) | 3.761 (1.124) | 3.557 (0.869) | 3.625 (1.158) | 3.682 (0.891) |
| Poland | 96 | 3.875 (0.798) | 3.646 (0.894) | 3.917 (0.879) | 3.844 (0.850) | 3.104 (0.840) | 3.594 (0.734) | 3.573 (0.778) |
| Turkey | 87 | 4.218 (0.970) | 3.908 (0.972) | 4.345 (0.860) | 4.011 (0.994) | 3.069 (1.228) | 4.287 (0.926) | 4.184 (1.006) |
| Uruguay | 107 | 4.421 (0.765) | 3.916 (0.791) | 4.009 (0.927) | 4.047 (0.817) | 2.748 (0.962) | 3.944 (0.811) | 3.907 (0.853) |
| F = 4.437*** | F = 13.255*** | F = 3.582*** | F = 4.094*** | F = 12.640*** | F = 9.357*** | F = 7.701*** | ||
Fig. 1e-Learning experience among teachers from selected EU and LAC countries
Spearman’s Correlations - comparison of the relationships between variables in LAC and EU countries
| Bolivia | Brazil | Dominican, Republic | Ecuador | Finland | Poland | Turkey | Uruguay | |
|---|---|---|---|---|---|---|---|---|
| Attitude to new media - New media usage style | 0.310*** | 0.205* | 0.261** | 0.146 | 0.303** | 0.258* | 0.399*** | 0.267** |
| Attitude to new media - Experiences with e-learning | 0.174* | 0.017 | 0.436*** | 0.205* | 0.068 | 0.088 | 0.465*** | 0.389*** |
| Attitude to new media - Self-evaluation of digital competence | 0.249** | 0.196* | 0.249* | 0.144 | 0.107 | 0.171 | 0.609*** | 0.305** |
| Attitude to new media - Age | −0.077 | −0.289** | −0.229* | −0.171* | 0.104 | 0.021 | 0.014 | 0.051 |
| Attitude to new media - Financial situation | −0.088 | 0.130 | −0.071 | −0.225** | −0.227* | 0.058 | 0.295** | 0.009 |
| New media usage style - Experiences with e-learning | 0.352*** | 0.547*** | 0.446*** | 0.585*** | 0.189 | 0.150 | 0.633*** | 0.345*** |
| New media usage style - Self-evaluation of digital competence | 0.522*** | 0.613*** | 0.565*** | 0.524*** | 0.274** | 0.319** | 0.495*** | 0.486*** |
| New media usage style - Age | 0.049 | −0.386*** | −0.212* | −0.353*** | 0.011 | −0.398** | 0.119 | 0.001 |
| New media usage style - Financial situation | −0.004 | 0.208* | −0.008 | 0.006 | 0.018 | −0.012 | 0.129 | 0.070 |
| Experiences with e-learning - Self-evaluation of digital competence | 0.233** | 0.406*** | 0.337*** | 0.405*** | 0.149 | 0.144 | 0.550*** | 0.329*** |
| Experiences with e-learning - Age | −0.039 | −0.163 | −0.156 | −0.266** | 0.202 | −0.047 | −0.069 | −0.021 |
| Experiences with e-learning - Financial situation | −0.017 | 0.091 | 0.078 | −0.142 | 0.049 | 0.004 | 0.234* | −0.129 |
| Self-evaluation of digital competence - Age | −0.103 | −0.344*** | −0.186 | −0.356*** | 0.042 | −0.080 | 0.001 | 0.047 |
| Self-evaluation of digital competence - Financial situation | −0.059 | 0.424*** | −0.142 | 0.030 | 0.006 | 0.147 | 0.179 | −0.123 |
| Age - Financial situation | 0.009 | −0.022 | 0.044 | 0.092 | 0.059 | −0.076 | −0.043 | 0.213* |
* p < .05,** p < .01,*** p < .001
Fig. 2Should the use of telephones in schools be prohibited? (1-permitted, 5- forbidden)
Differences between countries regarding restricting the use of mobile phones (Post Hoc Comparisons)
| 95% CI for Mean Difference | |||||||
|---|---|---|---|---|---|---|---|
| Mean Difference | Lower | Upper | SE | t | Cohen’s d | ||
| Bolivia | Brazil | −0.206 | −0.670 | 0.258 | 0.153 | −1.349 | −0.167 |
| Dominican, Republic | −0.520 | −0.990 | −0.051 | 0.154 | −3.368 | −0.428 | |
| Ecuador | −0.745 | −1.168 | −0.321 | 0.139 | −5.345 | −0.656 | |
| Finland | 0.511 | 0.026 | 0.997 | 0.160 | 3.200 | 0.451 | |
| Poland | −0.073 | −0.545 | 0.399 | 0.155 | −0.469 | −0.062 | |
| Turkey | −0.138 | −0.625 | 0.349 | 0.160 | −0.860 | −0.112 | |
| Uruguay | 0.813 | 0.356 | 1.270 | 0.150 | 5.404 | 0.717 | |
| Brazil | Dominican, Republic | −0.315 | −0.829 | 0.200 | 0.169 | −1.857 | −0.239 |
| Ecuador | −0.539 | −1.012 | −0.066 | 0.156 | −3.463 | −0.446 | |
| Finland | 0.717 | 0.188 | 1.246 | 0.174 | 4.118 | 0.585 | |
| Poland | 0.133 | −0.384 | 0.650 | 0.170 | 0.781 | 0.105 | |
| Turkey | 0.068 | −0.463 | 0.599 | 0.175 | 0.389 | 0.050 | |
| Uruguay | 1.019 | 0.516 | 1.522 | 0.166 | 6.151 | 0.837 | |
| Dominican, Republic | Ecuador | −0.224 | −0.703 | 0.254 | 0.157 | −1.425 | −0.189 |
| Finland | 1.032 | 0.498 | 1.566 | 0.176 | 5.869 | 0.861 | |
| Poland | 0.447 | −0.075 | 0.970 | 0.172 | 2.603 | 0.361 | |
| Turkey | 0.382 | −0.153 | 0.918 | 0.176 | 2.169 | 0.289 | |
| Uruguay | 1.333 | 0.825 | 1.842 | 0.167 | 7.967 | 1.118 | |
| Ecuador | Finland | 1.256 | 0.762 | 1.750 | 0.163 | 7.723 | 1.146 |
| Poland | 0.672 | 0.190 | 1.153 | 0.158 | 4.241 | 0.591 | |
| Turkey | 0.607 | 0.111 | 1.103 | 0.163 | 3.718 | 0.503 | |
| Uruguay | 1.558 | 1.091 | 2.024 | 0.153 | 10.150 | 1.418 | |
| Finland | Poland | −0.584 | −1.121 | −0.047 | 0.177 | −3.307 | −0.515 |
| Turkey | −0.649 | −1.199 | −0.099 | 0.181 | −3.587 | −0.529 | |
| Uruguay | 0.302 | −0.222 | 0.825 | 0.172 | 1.751 | 0.277 | |
| Poland | Turkey | −0.065 | −0.603 | 0.473 | 0.177 | −0.367 | −0.051 |
| Uruguay | 0.886 | 0.375 | 1.397 | 0.168 | 5.265 | 0.781 | |
| Turkey | Uruguay | 0.951 | 0.426 | 1.476 | 0.173 | 5.503 | 0.781 |
Power of predictors for prohibitions using mobile phones at schools
| Variable | Bolivia | Brazil | Dominican, Republic | Ecuador | Finland | Poland | Turkey | Uruguay |
|---|---|---|---|---|---|---|---|---|
| β | β | β | β | β | β | β | β | |
| I like to use digital technologies | −0.007 | −0.191 | 0.114 | 0.186 | 0.233 | −0.218 | −0.231 | −0.215 |
| Digital technologies have positively changed our lives | −0.014 | 0.030 | −0.035 | −0.071 | 0.032 | −0.280 | −0.076 | −0.212 |
| It is necessary to use digital technologies in the process of learning and teaching | −0.096 | −0.137 | 0.398 | 0.022 | −0.019 | 0.185 | 0.259 | −0.019 |
| Web sites are useful for teaching and learning | −0.208 | −0.024 | −0.179 | −0.039 | 0.278* | −0.061 | 0.102 | 0.020 |
| Digital teaching aids are better than physical teaching aids on improving learning | −0.060 | 0.576* | 0.570** | 0.135 | 0.255 | 0.043 | 0.197 | 0.159 |
| The use of digital technologies by the teacher has a positive impact on student learning | 0.031 | 0.382 | −0.574 | −0.054 | −0.073 | 0.350 | 0.286 | 0.222 |
| The use of digital technologies by the teacher has a positive effect on student motivation | −0.127 | −0.202 | 0.213 | −0.102 | −0.120 | −0.272 | 0.251 | −0.028 |
| The use of digital technologies by the teacher has a positive effect on student satisfaction | −0.064 | −0.531 | 0.277 | 0.065 | −0.143 | −0.214 | −0.380 | −0.111 |
| Publishing messages on Internet | 0.238 | 0.109 | 0.176 | −0.110 | 0.068 | 0.015 | −0.010 | −0.119 |
| Consuming Internet streaming (eg. VOD) | 0.050 | −0.254 | −0.132 | −0.190 | −0.124 | 0.007 | 0.031 | −0.119 |
| Creating video | −0.233 | −0.150 | −0.078 | 0.253* | 0.546** | 0.227 | 0.120 | −0.240 |
| Using a file sharing service | 0.100 | −0.113 | 0.459 | 0.143 | −0.159 | −0.386 | 0.067 | −0.059 |
| Participating as member of a group | −0.190 | −0.109 | −0.141 | −0.117 | 0.106 | 0.192 | −0.203 | 0.096 |
| Accessing online services – e-government | −0.044 | 0.121 | −0.347 | 0.060 | −0.120 | 0.078 | −0.129 | 0.018 |
| Buying/Selling goods | −0.105 | −0.190 | 0.133 | −0.128 | −0.205 | −0.130 | 0.151 | 0.140 |
| Leisure | −0.247 | 0.473 | −0.121 | 0.004 | −0.078 | −0.168 | −0.291 | −0.185 |
| Study in an obligatory online course in my career or in my postgraduate studies | 0.087 | −0.277 | 0.067 | −0.068 | 0.388* | 0.094 | 0.260 | 0.016 |
| Taking free e-learning courses (online courses - e.g. language, ICT) | 0.212 | 0.483 | −0.338 | 0.011 | −0.069 | 0.440 | −0.192 | 0.009 |
| Taking paid online courses | 0.131 | −0.012 | −0.025 | −0.006 | −0.123 | 0.016 | −0.137 | −0.044 |
| Participating in online study groups | −0.090 | −0.244 | 0.202 | −0.015 | −0.268 | −0.161 | 0.077 | −0.118 |
| Using the text editor (e.g. Word, writer) | −0.072 | 0.016 | 0.241 | −0.153 | 0.061 | −0.147 | −0.058 | −0.019 |
| Using the Spreadsheet (e.g. Excel, Calc) | −0.050 | −0.170 | 0.014 | 0.053 | −0.078 | 0.228 | −0.093 | −0.160 |
| Using the presentation program (e.g. Power Point, impress) | 0.036 | 0.132 | 0.058 | 0.216 | −0.147 | −0.196 | 0.311 | 0.195 |
| Using the graphic program (e.g. Picasa, Gimp) | 0.200 | 0.253 | 0.034 | 0.089 | 0.250 | 0.000 | −0.234 | 0.151 |
| Knowledge about the dangers of the digital world (e.g. cyberbullying, Internet addiction, sexting) | 0.083 | 0.081 | −0.342 | −0.289* | 0.127 | 0.099 | −0.203 | 0.199 |
| Age | −0.017 | 0.143 | −0.125 | −0.294** | 0.232 | 0.087 | 0.151 | 0.036 |
| Financial situation | 0.194 | −0.134 | 0.152 | 0.229* | 0.061 | −0.131 | −0.031 | 0.037 |
R = 0.647 R2 = 0.419 F(270.48) = 10.286 | R = 0.605 R2 = 0.366F(270.69) = 10.4781 | R = 0.770 R2 = 0.593 F(270.44) = 20.377 | R = 0.526R2 = 0. 276F(27.113) = 1.6015 | R = 0.814 R2 = 0.664 F(270.55) = 40.028 | R = 0.697 R2 = 0.486F(270.39) = 10.370 | R = 0.605 R2 = 0.367 F(270.59) = 10.2680 | R = 0.613 R2 = 0.376 F(270.79) = 10.768 |
β – Standardized coefficient;*p < 0.05,** < 0.01.